{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Tomographic Reconstruction (synthetic data)\n", "\n", "Here, we calculate reconstructed images from a ray-traced image (synthetic data) with the L-curve\n", "criterion, and evaluate the tomography result with true solution (phantom).\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "loading plasma (data from: phix10)...\n" ] } ], "source": [ "from pathlib import Path\n", "from pprint import pprint\n", "\n", "import numpy as np\n", "from matplotlib import pyplot as plt\n", "from mpl_toolkits.axes_grid1 import ImageGrid\n", "from numpy.lib.format import open_memmap\n", "from numpy.typing import NDArray\n", "from raysect.optical import Point3D, Spectrum, Vector3D, World\n", "\n", "from cherab.phix.inversion import Lcurve\n", "from cherab.phix.plasma import import_plasma\n", "from cherab.phix.tools import profile_1D_to_2D, profile_2D_to_1D\n", "from cherab.phix.tools.raytransfer import import_phix_rtc\n", "from cherab.phix.tools.visualize import show_phix_profile, show_phix_profiles\n", "\n", "plt.rcParams[\"figure.dpi\"] = 150\n", "\n", "# Path diffinition\n", "POWER_DATA = Path().cwd().parent / \"data\" / \"synthetic_data\" / \"2020_07_25_01_51_55\" / \"Power.npy\"\n", "SVD_DIR = (\n", " Path().cwd().parent.parent.parent / \"output\" / \"RTM\" / \"2022_12_13_00_49_29\" / \"w_laplacian\"\n", ")\n", "\n", "# Create scene objects\n", "world = World()\n", "plasma, eq = import_plasma(world)\n", "rtc = import_phix_rtc(world, equilibrium=eq)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Construct the $\\text{H}_\\alpha$ emissivity 2D profile\n", "\n", "To compare the reconstructed emissivity to true one, we calculate true emissivity\n", "from PHiX plasma object.\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ]\n" ] } ], "source": [ "models = [i for i in plasma.models]\n", "pprint(models)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# set constants\n", "nr = rtc.material.grid_shape[0]\n", "nz = rtc.material.grid_shape[2]\n", "rmin = rtc.material.rmin\n", "zmin = rtc.transform[2, 3]\n", "rmax = rmin + rtc.material.dr * nr\n", "zmax = zmin + rtc.material.dz * nz\n", "\n", "xrange = np.linspace(rmin, rmax, nr)\n", "yrange = np.linspace(zmin, zmax, nz)\n", "\n", "Halpha = (655.6, 656.8)\n", "Halpha_model = [models[1], models[5]]\n", "emissivity = np.zeros((nr, nz))\n", "spectrum_bins = 50\n", "\n", "# sample emissivity\n", "for i, x in enumerate(xrange):\n", " for j, y in enumerate(yrange):\n", " for model in Halpha_model:\n", " emissivity[i, j] += (\n", " model.emission(\n", " Point3D(x, 0.0, y),\n", " Vector3D(0, 1, 0),\n", " Spectrum(Halpha[0], Halpha[1], spectrum_bins),\n", " ).total()\n", " * 4.0\n", " * np.pi\n", " ) # [W/m^3/str] -> [W/m^3]\n", "\n", "# mask out under 0\n", "emissivity_masked = np.ma.masked_where(emissivity <= 0, emissivity)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Show the $\\text{H}_\\alpha$ emissivity profile\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = show_phix_profiles(emissivity_masked * 1e-3, rtc=rtc, cmap=\"Reds\", clabel=\"Emissivity [kW/m$^3$]\")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Convert 2D array to 1D array corresponding to the ray-transfer object size.\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "emissivity_1d = profile_2D_to_1D(emissivity, rtc=rtc)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Load synthetic power data\n", "\n", "Load the ray-traced camera image to use it as tomography data\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# load image\n", "data = np.load(POWER_DATA)\n", "\n", "# show\n", "fig = plt.figure()\n", "grids = ImageGrid(fig, 111, nrows_ncols=(1, 1), cbar_mode=\"single\", cbar_pad=0.0)\n", "mappable = grids[0].imshow(data.T / (20e-6) ** 2, cmap=\"inferno\")\n", "cbar = plt.colorbar(mappable, cax=grids.cbar_axes[0])\n", "cbar.set_label(\"Irradiance [W/m$^2$]\")\n", "grids[0].set_xlabel(\"x[px]\")\n", "grids[0].set_ylabel(\"y[px]\")\n", "grids[0].set_title(\"1px: 20[$\\\\mu$m]\", size=10);" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Tomographic Reconstruction with L-curve criterion\n" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Load SVD components using `numpy.memmap` array.\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "s = open_memmap(SVD_DIR / \"s.npy\")\n", "u = open_memmap(SVD_DIR / \"u.npy\")\n", "basis = open_memmap(SVD_DIR / \"L_inv_V.npy\")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Instantiate `Lcurve` class\n" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "lcurve = Lcurve(s, u, basis, data=data.ravel())" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Solve the tomographic reconstruction using the L-curve criterion\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'fun': -3.0499062493769236,\n", " 'lowest_optimization_result': {'fun': -3.0499062493769236,\n", " 'hess_inv': <1x1 LbfgsInvHessProduct with dtype=float64>,\n", " 'jac': array([6.6613376e-07]),\n", " 'message': 'CONVERGENCE: '\n", " 'NORM_OF_PROJECTED_GRADIENT_<=_PGTOL',\n", " 'nfev': 30,\n", " 'nit': 6,\n", " 'njev': 15,\n", " 'status': 0,\n", " 'success': True,\n", " 'x': array([-18.46593467])},\n", " 'message': ['requested number of basinhopping iterations completed '\n", " 'successfully'],\n", " 'minimization_failures': 0,\n", " 'nfev': 2160,\n", " 'nit': 100,\n", " 'njev': 1080,\n", " 'success': True,\n", " 'x': array([-18.46593467])}\n" ] } ], "source": [ "bounds = (-23, -17)\n", "sol, status = lcurve.solve(bounds=bounds, disp=False)\n", "pprint(status)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Plot L-curve and its curvature. The red cross point corresponds to the optimal regularization parameter.\n" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, constrained_layout=True, figsize=(9, 4))\n", "\n", "# L-curve plot\n", "lcurve.plot_L_curve(fig=fig, axes=axes[0], scatter_plot=8, bounds=bounds, n_beta=500)\n", "axes[0].set_title(\"L-curve\")\n", "axes[0].legend()\n", "\n", "# curvature plot\n", "lcurve.plot_curvature(fig=fig, axes=axes[1], bounds=bounds, n_beta=500)\n", "axes[1].set_title(\"L-curve Curvature\")\n", "axes[1].legend()" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Compare the reconstructed emissivity and true (original) one.\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Reconstructed solution $x_\\\\lambda$')" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "emissivity_sol = profile_1D_to_2D(sol * 4.0 * np.pi, rtc=rtc)\n", "\n", "fig, axes = show_phix_profiles(\n", " [emissivity, emissivity_sol],\n", " cmap=\"Reds\",\n", " clabel=\"Emissibity [W/m$^3$]\",\n", " vmin=0.0,\n", ")\n", "axes[0].set_title(\"Original solution $x_0$\")\n", "axes[1].set_title(\"Reconstructed solution $x_\\\\lambda$\")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "The tomographic reconstruction shown right figure has negative values actually but it is cut off in the plot.\n", "Let us show only the reconstructed image with negative values.\n" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "tags": [ "nbsphinx-thumbnail" ] }, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Reconstructed profile')" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = show_phix_profiles(\n", " [profile_1D_to_2D(sol * 4.0 * np.pi, rtc=rtc)],\n", " clabel=\"Emissibity [W/m$^3$]\",\n", " cmap=\"bwr\",\n", " plot_mode=\"symlog\",\n", " linear_width=5e+2,\n", ")\n", "axes[0].set_title(\"Reconstructed profile\")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Deffinition of the relative error function\n", "\n", "To evaluate the optimal inversion solution, let us define the following error function:\n", "\n", "$$\n", "e(\\lambda) \\equiv \\frac{||x_0 - x_\\lambda||}{||x_0||} \\times 100 \\ [\\%].\n", "$$\n" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "def error(x_0: NDArray, lcurve: Lcurve, beta: float) -> np.floating:\n", " \"\"\"Compute Relative error value\n", "\n", " Parameters\n", " ----------\n", " x_0 : NDArray 1D\n", " True solution vector [W/m^3]\n", " lcurve : Lcurve\n", " Lcurve class instance\n", " beta : float\n", " regularization parameter\n", "\n", " Return\n", " ------\n", " float\n", " relative error percentage\n", " \"\"\"\n", " return (\n", " 100.0\n", " * np.linalg.norm(x_0 - lcurve.inverted_solution(beta) * 4.0 * np.pi)\n", " / np.linalg.norm(x_0)\n", " )" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# set regularization parameters\n", "lambdas = np.logspace(*bounds, 500)\n", "\n", "# calculate errors\n", "errors = np.asarray([error(emissivity_1d, lcurve, beta) for beta in lambdas])\n", "lambda_min = lambdas[errors.argmin()]\n", "error_min = errors.min()\n", "error_opt = error(emissivity_1d, lcurve, lcurve.lambda_opt)\n", "\n", "# calculate curvatures\n", "kappa = np.asarray([lcurve.curvature(beta) for beta in lambdas])\n", "\n", "# create figure\n", "fig, ax1 = plt.subplots(dpi=150)\n", "ax2 = ax1.twinx()\n", "\n", "# plot errors and curvatures\n", "(p1,) = ax1.loglog(lambdas, errors, color=\"C0\")\n", "(p2,) = ax2.semilogx(lambdas, kappa, color=\"C1\")\n", "\n", "# ylim\n", "ylim = (10, 100)\n", "\n", "# plot minimum error vertical line and point\n", "ax1.vlines(lambda_min, *ylim, color=\"r\", linestyle=\"--\", linewidth=0.75)\n", "ax1.scatter(lambda_min, error_min, color=\"r\", marker=\"o\", s=10, zorder=2)\n", "ax1.text(\n", " lambda_min,\n", " ylim[0] * 1.1,\n", " \"$\\\\lambda_{min}$\",\n", " color=\"r\",\n", " horizontalalignment=\"left\",\n", " verticalalignment=\"center\",\n", ")\n", "\n", "# plot maximum curvature vertical line and point\n", "ax1.vlines(lcurve.lambda_opt, *ylim, color=\"g\", linestyle=\"--\", linewidth=0.75)\n", "ax2.scatter(lcurve.lambda_opt, lcurve.curvature(lcurve.lambda_opt), color=\"g\", marker=\"o\", s=10, zorder=2)\n", "ax1.text(\n", " lcurve.lambda_opt,\n", " ylim[0] * 1.1,\n", " \"$\\\\lambda_{opt}$\",\n", " color=\"g\",\n", " horizontalalignment=\"left\",\n", " verticalalignment=\"center\",\n", ")\n", "\n", "# set axes\n", "ax1.set(\n", " xlim=(lambdas[0], lambdas[-1]), ylim=ylim, xlabel=r\"$\\lambda$\", ylabel=\"Relative errors\"\n", ")\n", "ax2.set(ylabel=\"curvature of L-curve\")\n", "\n", "ax1.yaxis.label.set_color(p1.get_color())\n", "ax2.yaxis.label.set_color(p2.get_color())\n", "\n", "ax1.tick_params(axis=\"y\", colors=p1.get_color())\n", "ax2.tick_params(axis=\"y\", colors=p2.get_color())\n", "\n", "ax2.spines[\"left\"].set_color(p1.get_color())\n", "ax2.spines[\"right\"].set_color(p2.get_color())\n", "\n", "ax1.set_title(\n", " \"$e(\\\\lambda_{})$ = {:.2%}, $e(\\\\lambda_{}) = ${:.2%}\".format(\n", " \"{opt}\", error_opt * 1e-2, \"{min}\", error_min * 1e-2\n", " )\n", ");" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Compare inverted solution with original and minimam error solutions.\n", "To evaluate positive and negative anomalies around a center 0, we take the centered colormap to show\n", "the profiles.\n" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, grids = show_phix_profiles(\n", " [\n", " emissivity * 1e-4,\n", " profile_1D_to_2D(sol * 4.0 * np.pi, rtc=rtc) * 1e-4,\n", " profile_1D_to_2D(lcurve.inverted_solution(lambda_min) * 4.0 * np.pi, rtc) * 1e-4,\n", " ],\n", " axes_pad=0.5,\n", " cbar_mode=\"each\",\n", " cmap=\"bwr\",\n", " plot_mode=\"centered\",\n", ")\n", "\n", "grids.cbar_axes[2].set_ylabel(\"Emissivity [10 kW/m$^3$]\")\n", "\n", "grids[0].set_title(\"Original $x_0$\", size=10)\n", "grids[1].set_title(f\"$\\\\lambda_{{opt}} =$ {lcurve.lambda_opt:.2e}\", size=10)\n", "grids[2].set_title(f\"$\\\\lambda_{{min}} =$ {lambda_min:.2e}\", size=10)\n", "fig.set_size_inches(7, 7)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Vertical cross-section of solutions\n" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Radiance per meter [W/m$^3$]')" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "z = (\n", " np.linspace(\n", " -165 + rtc.material.dz * 0.5, 165 - rtc.material.dz * 0.5, rtc.material.grid_shape[2]\n", " )\n", " * 1e-3\n", ")\n", "r = np.linspace(\n", " rtc.material.rmin + rtc.material.dr * 0.5,\n", " rtc.material.rmin + rtc.material.dr * rtc.material.grid_shape[0] - rtc.material.dr * 0.5,\n", " rtc.material.grid_shape[0],\n", ")\n", "minimum_solution = profile_1D_to_2D(lcurve.inverted_solution(lambda_min), rtc) * 4.0 * np.pi\n", "optimized_solution = profile_1D_to_2D(sol, rtc) * 4.0 * np.pi\n", "plt.plot(z, emissivity[45, :], c=\"C0\", label=\"original\")\n", "plt.plot(z, minimum_solution[45, :], c=\"C2\", label=f\"$\\\\lambda_{{min}} = {lambda_min:.2e}$\")\n", "plt.plot(\n", " z, optimized_solution[45, :], c=\"C1\", label=f\"$\\\\lambda_{{opt}} = {lcurve.lambda_opt:.2e}$\"\n", ")\n", "plt.plot([z.min(), z.max()], [0, 0], \"--\", color=\"k\", zorder=-1, linewidth=0.75)\n", "plt.legend()\n", "plt.xlim(z.min(), z.max())\n", "plt.title(f\"emissivity at $R = {r[45]:.2f}$ m\")\n", "plt.xlabel(\"$Z$ [m]\")\n", "plt.ylabel(\"Radiance per meter [W/m$^3$]\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us compare the vertical/horizontal cross-sections through the magnetic axis.\n", "Solid and dashed lines correspond to the reconstructed and original emissivity profiles, respectively." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(5, 6))\n", "gs = fig.add_gridspec(\n", " 2,\n", " 2,\n", " width_ratios=(4, 2),\n", " height_ratios=(1, 4),\n", " left=0.1,\n", " right=0.9,\n", " bottom=0.1,\n", " top=0.9,\n", " wspace=0.05,\n", " hspace=0.05,\n", ")\n", "# Create the Axes.\n", "ax = fig.add_subplot(gs[1, 0])\n", "\n", "# Plot 2D profile\n", "profile2d = profile_1D_to_2D(sol * 4.0 * np.pi, rtc=rtc)\n", "show_phix_profile(\n", " axes=ax,\n", " profile=profile2d,\n", " rtc=rtc,\n", " cmap=\"bwr\",\n", " plot_contour=False,\n", " plot_mode=\"centered\",\n", ")\n", "\n", "# set r, z coordinates\n", "r = np.linspace(\n", " rtc.material.rmin + 0.5 * rtc.material.dr,\n", " rtc.material.rmin + rtc.material.dr * rtc.material.grid_shape[0] - 0.5 * rtc.material.dr,\n", " rtc.material.grid_shape[0],\n", ")\n", "z = np.linspace(\n", " -1 * rtc.transform[2, 3] + 0.5 * rtc.material.dz,\n", " rtc.transform[2, 3] - 0.5 * rtc.material.dz,\n", " rtc.material.grid_shape[2],\n", ")\n", "\n", "# Plot horizontal/vertical line\n", "ax.hlines(eq.magnetic_axis[1], r.min(), r.max(), color=\"C0\", linestyle=\"dashed\")\n", "ax.vlines(eq.magnetic_axis[0], z.min(), z.max(), color=\"C1\", linestyle=\"dashed\")\n", "ax.set_xlabel(\"R [m]\")\n", "ax.set_ylabel(\"Z [m]\")\n", "\n", "ax_horizontal = fig.add_subplot(gs[0, 0], sharex=ax)\n", "ax_vertical = fig.add_subplot(gs[1, 1], sharey=ax)\n", "\n", "# Turn off axis lines and ticks of the big subplot\n", "ax_horizontal.tick_params(axis=\"x\", labelbottom=False)\n", "ax_vertical.tick_params(axis=\"y\", labelleft=False)\n", "\n", "ir_center = np.argmin(np.abs(r - eq.magnetic_axis[0]))\n", "iz_center = np.argmin(np.abs(z - eq.magnetic_axis[1]))\n", "\n", "# Plot cut profile along horizontal line\n", "ax_horizontal.plot(r, profile2d[:, iz_center] * 1e-3, color=\"C0\")\n", "ax_horizontal.plot(r, emissivity[:, iz_center] * 1e-3, color=\"C0\", linestyle=\"dashed\")\n", "ax_horizontal.hlines(0, r.min(), r.max(), color=\"k\", linestyle=\"dashed\", zorder=0)\n", "ax_horizontal.set_ylabel(\"Emissivity [kW/m$^3$]\")\n", "\n", "# Plot cut profile along vertical line\n", "ax_vertical.plot(profile2d[ir_center, :] * 1e-3, z, color=\"C1\")\n", "ax_vertical.plot(emissivity[ir_center, :] * 1e-3, z, color=\"C1\", linestyle=\"dashed\")\n", "ax_vertical.vlines(0, z.min(), z.max(), color=\"k\", linestyle=\"dashed\", zorder=0)\n", "ax_vertical.set_xlabel(\"Emissivity [kW/m$^3$]\")\n", "\n", "ax.set_aspect(\"auto\")" ] } ], "metadata": { "kernelspec": { "display_name": "cherab-phix-dev", "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": "3.9.16" }, "orig_nbformat": 4, "vscode": { "interpreter": { "hash": "2725905a4c02db19e04df9b8fdbbe5ec65a73ea52bebaf9474aa1cc98819834c" } } }, "nbformat": 4, "nbformat_minor": 2 }