{ "cells": [ { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "view-in-github" }, "source": [ "\"Open" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Numerical potential flow water waves 🌊\n", "\n", "The goal of this notebook is to compute the potential flow and forces on a body in waves, but let's start with a recap. \n", "\n", "Recall from [the first notebook](https://github.com/weymouth/MarineHydro/blob/master/notebooks/panel_method.ipynb) that the scaled potential $\\phi_k$ due to motion in degree of freedom $k$ is defined as a superposition of the contributions from each panel $i$\n", "\n", "$$\\phi_k = \\sum_i q_{k,i} F_i^\\phi \\quad\\text{where}\\quad F_i^\\phi=\\int_{s_i}^{s_{i+1}} G(s) ds $$\n", "\n", "where $q_{k,i}$ is the panel *strength* and $G$ is the panel *Green's function*. Once the strength's are set to satisfy the body boundary condition, $\\phi_k$ determines the whole flow and the added mass matrix.\n", "\n", "The first notebook developed a numerical method to compute this potential around any submerged 2D geometry using a potential flow source as the Green's function, as well as code to plot the flow and compute the added mass. Those functions are collected in [this source file](https://github.com/weymouth/MarineHydro/blob/master/src/PanelMethod.py) which we can execute using the [requests package](https://anaconda.org/anaconda/requests)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 432 }, "id": "X34nL-TknsFE", "outputId": "0c79cacc-cdea-4904-b5d3-eb287787bae5" }, "outputs": [], "source": [ "import requests\n", "url = 'https://raw.githubusercontent.com/weymouth/MarineHydro/master/src/PanelMethod.py'\n", "exec(requests.get(url).content)" ] }, { "cell_type": "markdown", "metadata": { "id": "IS9ERngAhcb3" }, "source": [ "## Free surface Greens FunctionπŸ’§+πŸ‘‹=🌊\n", "\n", "In this notebook we will consider the oscillation of a body near the free surface, with displacement \n", "\n", "$$\\xi_k = |\\xi_k|\\cos\\omega t$$\n", "\n", "where $|\\xi_k|,\\omega$ are the amplitude and frequency of motion.\n", "\n", "This motions near the free surface will generate waves, changing the flow and forces significantly compared to the case considered in the first notebook. Despite the huge change to the physical set-up and results, we only need to make a *single modification* to the numerical method:\n", "\n", "**We need to modify the source Green's function $G$ to include the potential flow waves which it generates. That's it!** \n", "\n", "Here is new the Green's function, taken from [this modern paper](https://www.researchgate.net/profile/Ed-Mackay/publication/344610701_Calculation_of_the_two-dimensional_free_surface_Green_function/links/5f84519f299bf1b53e20e1f2/Calculation-of-the-two-dimensional-free-surface-Green-function.pdf):\n", "\n", "$$ G(x,y,x_s,y_s) = \\log(r_s)-2\\pi \\imath e^Z-f(Z) $$\n", "\n", "There are three terms:\n", "\n", "1. The first term is the **oscillating source** where $r_s^2 = (x-x_s)^2+(y-y_s)^2$ is the square-distance from the point $(x_s,y_s)$ on the segment to a point $(x,y)$ in space, as before. As in the first notebook, the Green's function only includes the spacial dependence, the source strength and the oscillation time dependance are multiplied later.\n", "\n", "2. The second term is the **traveling wave** written using complex variables. The standard wave potential is \n", "$$ \\phi = \\frac{ag}{\\omega} e^{Ky}\\cos(Kx-\\omega t+\\Phi) $$\n", "where $a,\\Phi$ are the wave amplitude and the phase relative to the motion, and $K=\\omega^2/g$ is the deep water wave number. In complex variables we have $e^{\\imath\\theta} = \\cos\\theta+\\imath\\sin\\theta$, where $\\imath=\\sqrt{-1}$. Therefore we can write\n", "$$ \\phi = \\Re\\left[\\underbrace{\\zeta e^{K(y+\\imath x)}}_\\text{space} \\underbrace{e^{-\\imath\\omega t}}_\\text{time}\\right] $$\n", "where $\\zeta$ is the *complex* amplitude which includes the phase. The traveling wave term in $G$ matches the spacial part of this potential using $Z=K(y+y_s+\\imath(x-x_s))$ (shifting the origin of the wave) and setting $\\zeta=-2\\pi\\imath$. \n", "\n", "3. Finally, the last term is a **standing wave** potential which is added to the source potential so that the total satisfies the free surface boundary condition \n", "$$ K\\phi-\\frac{\\partial\\phi}{\\partial y} = 0 \\quad\\text{on}\\quad y=0$$\n", "\n", "Let's look at the velocity field induced by a single source panel near the free surface." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 374 }, "id": "tlhghDFbddjw", "outputId": "28a78b78-4590-4002-e8bb-213960356cb8" }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from scipy.special import exp1\n", "\n", "def wave_source(x, y, xs, ys, K):\n", " \"Source plus generated free surface waves\"\n", " r2 = (x-xs)**2 + (y-ys)**2 # source square-distance\n", " Z = K*(y+ys + 1j*abs(x-xs)) # wave number scaled complex vector\n", " eZ = np.exp(Z) # traveling wave potential\n", " fZ = 2*np.real(eZ*exp1(Z)) + np.log(np.abs(Z)/K) # standing wave potential\n", " return 0.5*np.log(r2) - 2j*np.pi*eZ - fZ\n", "\n", "XY = np.meshgrid(np.linspace(-3,3,66), np.linspace(-2,0,22))\n", "K = 4\n", "\n", "plot_flow([-.1,.1], [-.77,-0.65], [1], XY,wave_source, (K,), size=(16,6), ymax=0.6)" ] }, { "cell_type": "markdown", "metadata": { "id": "DYPCTTaK9apT" }, "source": [ "We can clearly see the source and the waves above, but why are there *two* sets of vector fields and what do they mean? \n", "\n", "The Green's function is now complex, which makes the potential $\\phi_k$ and the velocity complex as well. These complex numbers are storing the **phase** information, just like the complex wave amplitude discussed above. \n", " - The black arrows are the real part. As $\\Re[e^{\\imath\\omega t}]=\\cos\\omega t$ these are *in-phase* with the panel displacement $\\xi_k$ and the acceleration $\\ddot\\xi_k$ which are both $\\cos$ terms. \n", " - The green arrows are the imaginary part. As $\\Im[e^{\\imath\\omega t}]=\\sin\\omega t$ these are *out-of-phase* with the panel displacement, instead being in-phase with the velocity $\\dot\\xi_k$.\n", "\n", "This is easier to understand using a movie!\n", "\n", "> **Note:** It takes a while for Python to generate the videos, so I've commented those lines out. Uncomment and play around with the flows in the following cells as much as you like." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 453 }, "id": "cAEn5gFfogct", "outputId": "dfa28734-1d88-4d0e-e669-3d891d2762be" }, "outputs": [], "source": [ "from matplotlib.animation import FuncAnimation, PillowWriter\n", "from IPython.display import Image\n", "\n", "def wave_video(x, y, q, XY, G=wave_source, args=(4,), size=(16,6)):\n", " # Get complex velocity\n", " def uv(i): return q[i]*velocity(*XY, x[i], y[i], x[i+1], y[i+1], G, args)\n", " UV = sum(uv(i) for i in range(len(x)-1))\n", "\n", " # Plot flow and segments\n", " fig, ax = plt.subplots(1, 1, figsize=size)\n", " Q = ax.quiver(*XY, *UV)#, pivot='mid')\n", " ax.plot(x, y, c='b')\n", " ax.set_ylim(None, 0.5)\n", " ax.set_aspect('equal', adjustable='box')\n", " plt.close()\n", "\n", " # run through a wave period and take the real part\n", " def update_quiver(num, Q):\n", " Q.set_UVC(*np.real(UV*np.exp(-2j*np.pi*num/101)))\n", " return Q,\n", "\n", " # create the animation\n", " return FuncAnimation(fig, update_quiver, fargs=(Q,))\n", "\n", "# anim = wave_video([-.1,.1],[-.77,-0.65],[1],XY)\n", "# anim.save('temp.gif', writer=PillowWriter(fps=20))\n", "# Image(open('temp.gif', 'rb').read())" ] }, { "cell_type": "markdown", "metadata": { "id": "pwZd31VLK_8F" }, "source": [ "[![Link to video](http://i3.ytimg.com/vi/3DSdek0stHM/hqdefault.jpg)](https://youtu.be/3DSdek0stHM)\n", "\n", "Looks good. The source, standing wave above it, and the radiating waves on either side are all visible. \n", "\n", "> **Note:** Now that you've seen the video, go back and look at the plot above. The black and green arrows are snapshots of the video at the start and a quarter of the way through a cycle. While the movie is certainly easier to digest, it's important to realize the scaled potential $\\phi_k$ has all the information needed to make the movie.\n", "\n", "---\n", "\n", "## Solving for free surface potential flows and forces πŸ›₯\n", "\n", "> **Note:** The plots above use the original `velocity` function, they just apply the new `wave_source` singularity instead of the `source` singularity. Similarly, the `potential`, `construct_A` and `added_mass` functions can all by applied to free surface flows without modification!\n", "\n", "This is why writing re-usable functions is so powerful. Let's use our new Green's function to produce the flow around a semi-circular ship section in sway." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 360 }, "id": "_r0nlNDg9wd7", "outputId": "168e49cc-aff4-41dd-a3cd-cae62051fbf2" }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "x, y = ellipse(64, theta1=0)\n", "circleXY = mask_grid(*XY, mask=lambda x,y: x**2 + y**2 < 1)\n", "K = 2\n", "A, nx, ny = construct_A(x, y, wave_source, (K,))\n", "plot_flow(x, y, np.linalg.solve(A,nx), circleXY, wave_source, (K,), size=(14,6), ymax=0.5)\n", "# anim = wave_video(x,y,np.linalg.solve(A,nx),circleXY,wave_source,(K,))\n", "# anim.save('temp.gif', writer=PillowWriter(fps=20))\n", "# Image(open('temp.gif', 'rb').read())" ] }, { "cell_type": "markdown", "metadata": { "id": "bRmpFo0UL9E3" }, "source": [ "That's amazing! You can clearly see the waves radiating away from the ship hull in either direction. When the ship moves to port, it forms a new crest on the port side, and vice-versa!\n", "\n", "Now let's check the added mass:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "-naxCQ_OoAS-", "outputId": "aee17506-792e-4dab-83dc-3d08794d770a" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[ 0.294+0.608j -0. -0.j ]\n", " [-0. +0.j 1.135+0.197j]]\n" ] } ], "source": [ "ma = added_mass(x, y, wave_source, (K,))\n", "print(np.array_str(ma, precision=3, suppress_small=True))" ] }, { "cell_type": "markdown", "metadata": { "id": "77xtrqgjdkqh" }, "source": [ "Look carefully at this result because two important things have changed since we moved into free surface flows\n", "1. **The matrix is complex!** The real part $A_{kl}=\\Re(m_{kl})$ is the added mass in-phase with acceleration and the imaginary part $B_{kl}=\\omega\\Im(m_{kl})$ is the wave damping in-phase with velocity, such that the total force is now $$ f_l = \\sum_k \\ddot\\xi_k A_{kl}+\\dot\\xi_k B_{kl}.$$ The damping is due to energy leaving the system in the radiating waves, which is why the damping is always zero when there is no free surface. \n", "1. **The values depend on the wave number!** A fully submerged circle of radius $R$ has $m_{kk}=\\rho \\pi R^2$ independent of the oscillation frequency, and this independance is true for any fully submerged shape. But the free surface Green's function depends on $K$, and so the resulting potential and matrix does as well!\n", "\n", "You can test this by changing the value of $K$ above and you will see a huge variation. Below, I have plotted the *dimensionless* added-mass and damping coefficients for a range of dimensionless frequencies $\\omega \\sqrt{R/g}=\\sqrt{KR}$.\n", "\n", "> **Note:** We've switched to a section in the $y,z$ plane since this is standard for strip theory." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 304 }, "id": "rnyuI1wkc8Pr", "outputId": "4f67cbe3-60dd-443e-d7e1-7937bebab10d" }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "def force_plots(y, z, omega, rhoV=0.5*np.pi):\n", " @np.vectorize\n", " def force_coeffs(omega):\n", " Ca = added_mass(y, z, wave_source, (omega**2,))/rhoV\n", " return Ca[0,0].real,omega*Ca[0,0].imag,Ca[1,1].real,omega*Ca[1,1].imag\n", "\n", " A22,B22,A33,B33 = force_coeffs(omega)\n", " plt.plot(omega,A22,'C0',label=r'$\\frac{A_{22}}{\\rho V}$')\n", " plt.plot(omega,B22,'C0.',label=r'$\\frac{B_{22}}{\\rho V}\\sqrt{\\frac{R}{g}}$')\n", " plt.plot(omega,A33,'C1',label=r'$\\frac{A_{33}}{\\rho V}$')\n", " plt.plot(omega,B33,'C1.',label=r'$\\frac{B_{33}}{\\rho V}\\sqrt{\\frac{R}{g}}$')\n", " plt.xlabel(r'$\\omega\\sqrt{R/g}$')\n", " plt.ylim(0, 2);plt.legend()\n", "\n", "force_plots(*ellipse(64,theta1=0), np.linspace(0.1,2))" ] }, { "cell_type": "markdown", "metadata": { "id": "9z_gNIKckv4d" }, "source": [ "The added-mass predictions vary from 20% to 200% of the displacement! **But is this correct?**\n", "\n", "> **Note:** You weren't going to trust this numerical method before it was validated... were you?\n", "\n", "Here are some experimental and analytic results for the added mass and damping on a semi-circle from [Vugts 1968](https://content.iospress.com/download/international-shipbuilding-progress/isp15-167-02?id=international-shipbuilding-progress%2Fisp15-167-02). \n", "\n", "| Heave| Sway|\n", "|-|-|\n", "|![heave](https://drive.google.com/uc?export=view&id=1JYMgqOeW_UEGjXzq1VrbZ5_HQXsh3ayI) | ![sway](https://drive.google.com/uc?export=view&id=19P67Q0zPyW_yquO_37lOhHZEFMJlnNiV)|\n", "\n", "\n", "Our results match the analytic results in the paper really well (other than at two special points that we will discuss in a moment). This validates our free surface numerical predictions!\n", "\n", "The potential flow methods both match the experiments nicely other than the zero frequency heave added mass. The linear equations themselves are **invalid** in the limit of $\\omega\\rightarrow 0$, causing the discrepancy. \n", "\n", "---\n", "\n", "## Wave resonance (πŸ˜„)^πŸ’§=πŸ˜… \n", "\n", "The two blips in our added mass prediction results are due to resonance *inside* the geometry!\n", "\n", "> **Note:** These are the frequencies which could potentially cause issues with sloshing cargo.\n", "\n", "The flow *inside* the hull is plotted below - showing an internal standing wave. This wave totally dominates the flow and causes a singularity in the added mass calculation. However, we're typically only interested in the forces caused by the flow external to the hull, meaning we can ignore these artifacts." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "K = 3.25 # sway sloshing wavenumber from plot above\n", "y, z = ellipse(64, theta1=0)\n", "A, ny, nz = construct_A(y, z, wave_source, (K,))\n", "YZ = np.meshgrid(np.linspace(-1,1,22), np.linspace(-1,0,11))\n", "inside = mask_grid(*YZ, mask=lambda y,z: y**2+z**2>1)\n", "plot_flow(y, z, np.linalg.solve(A, ny), inside, wave_source, (K,), size=(8,6), ymax=0.5)" ] }, { "cell_type": "markdown", "metadata": { "id": "9z_gNIKckv4d" }, "source": [ "---\n", "\n", "## Multiple geometries β›΅β›΅\n", "\n", "The functions above only compute the flow and forces around a single shape - they take in **one** pair of coordinate arrays `x,y`. How can we compute the flow induced by more than one shape, like a two boats in proximity or a multi-hull? Here are some ideas:\n", "\n", "1. **Superposition:** Can we define the geometries, solve for each flow separately, and then add the flow and forces together? \n", "\n", "*No.* If we solve for the flows separately, we will miss the influence of the bodies on each other. When we add them up, the body BC won't be satisfied and so the flow and forces will be wrong.\n", "\n", "2. **Images:** Can we apply the method of images to reflect the geometry across the $y$ axis?\n", "\n", "*Yes... in some cases.* This is the classic approach (since it play nice with analytic models) but there are some caveats. Importantly, this only works when you have a plane of symmetry! So you can't use this to model two independent hulls - even if the geometries are identical, their motions won't be. It would also require using a new Green's function.\n", "\n", "3. **Concatenation:** Can we stack all the body arrays together, and then solve for the flow?\n", "\n", "*Yes... if we are careful.* This approach includes the influence of each body on the other, but it will also create fake panels linking the bodies together. We need to zero the influence of those \"non-panels\". This is the approach I've used below." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 206 }, "id": "KLDJ_WR6PFYe", "outputId": "b8310a81-8b4a-4fac-cc3f-3385a8a3be01" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Sway added mass = 1.12+0.579j\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "def circle_cat(N,gap):\n", " ya, za = ellipse(N//2, theta1=0)\n", " yb, zb = ellipse(N//2, theta1=0)\n", " return np.append(ya+gap, yb-gap), np.append(za, zb), [N//2]\n", "\n", "def concat_sway(y,z,blank,G,args):\n", " yc, zc, ny, _, h = properties(y[:-1], z[:-1], y[1:], z[1:])\n", " A, ny, _ = construct_A(y, z, G, args)\n", " # *zero* the connecting panels before solving\n", " for i in blank:\n", " A[i,:] = np.zeros(len(ny)); A[i,i] = 1; ny[i] = 0\n", " qy = np.linalg.solve(A, ny) # sway source\n", "\n", " B = [h*potential(yc, zc, y[i], z[i], y[i+1], z[i+1], G, args) for i in range(len(yc))]\n", " myy = -ny@B@qy # sway added-mass\n", " return qy, myy\n", "\n", "N, K, gap = 32, 2, 3\n", "y, z, blank = circle_cat(N, gap)\n", "catYZ = np.meshgrid(np.linspace(-6,6,108), np.linspace(-2,0,18))\n", "catYZ = mask_grid(*catYZ, mask=lambda y,z: (abs(y)-gap)**2 + z**2<1)\n", "qy, myy = concat_sway(y, z, blank,wave_source, (K,))\n", "print(f'Sway added mass = {myy:.3g}')\n", "plot_flow(y, z, qy, catYZ, wave_source, (K,), size=(14,6), ymax=0.5)" ] }, { "cell_type": "markdown", "metadata": { "id": "gURRinn2Ks3l" }, "source": [ "Look at the wave in the center of the plot, between the two circles. Since the arrows are all black instead of green, this is a standing wave caught between the hulls. As with the *internal* wave mentioned above, this *external* standing wave will also produce large forces and we therefore need to be careful to consider it's impact on multi-hull performance. \n", "\n", "---\n", "\n", "## Parametric study πŸ§‘β€πŸ’» πŸ“ˆ\n", "\n", "We will run a geometric parameter sweep on the distance between the centers $Y$=2`gap` to investigate the impact of the geometry and on the forces." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "@np.vectorize\n", "def sway(omega, gap, rhoV=np.pi):\n", " y, z, blank = circle_cat(32, gap)\n", " _ , ma = concat_sway(y, z, blank, wave_source, (omega**2,))\n", " return np.real(ma/rhoV)\n", "\n", "def myplot(x,y,label,**kwargs): # remove segment connecting +/- singularities\n", " i = np.argmax(np.diff(y) < -4) + 1\n", " plt.plot(x[:i], y[:i], label=label, **kwargs)\n", " plt.plot(x[i:], y[i:], **kwargs)\n", "\n", "omega = np.linspace(0.1, 1.3, 21)\n", "plt.figure(figsize=(4, 5))\n", "for Y in range(3, 7):\n", " myplot(omega, sway(omega, Y/2), label=Y, color=plt.cm.Greens((Y-2)/4))\n", "plt.legend(title=r'$Y/R$')\n", "plt.axhline(y=0, c='k')\n", "plt.xlabel(r'$\\omega\\sqrt{R/g}$')\n", "plt.ylabel(r'$\\frac{A_{22}}{\\rho V}$', rotation=0, size=14)\n", "plt.ylim(-1.5, 3.5)\n", "plt.xlim(0, 1.8);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This plot (formatted to match the figure in Faltisen) shows that the resonant standing wave between the hulls causes a singularity in the linear added-mass. As before, the singularity indicates a breakdown of linear theory but there will still be very large (positive *or negative*) added mass near this frequency.\n", "\n", "> **Note**: The resonant frequency decreases as the gap is increased, corresponding to the longer wavelength of the standing wave. Building a cat with a spacing similar to the dominant water wavelength in a region would lead to serious sea keeping and stability issues.\n", "\n", "---\n", "\n", "\n", "## Summary 🏁 🏁\n", "\n", "That's it for the second notebook. Let's review the main takeaway points:\n", " 1. To solve for potential flows with a free surface, we **only** need to modify the Green's function to include the surface wave potential induced by the source. No other changes are needed to any of the functions from the previous notebook!\n", " 2. The wave potential, and therefore the flow solutions and forces, inherently **depends on the oscillation frequency** because of the free surface boundary conditions. \n", " 3. In addition to the added-mass force in phase with body acceleration, there is also a **wave damping force** in phase with the body velocity which carries energy away from the body.\n", " 4. The forces may vary drastically with frequency, particularly near resonance. Internal or external **standing waves** cause singularities in the force.\n", " 5. A **parametric study** sweeps over one or more nondimensional parameters of interest such as a geometric ratio, and can provide important insights into a marine design. " ] } ], "metadata": { "colab": { "authorship_tag": "ABX9TyOZpwpv2D0uVxc6yRE2lcTv", "collapsed_sections": [], "include_colab_link": true, "name": "Water Waves", "provenance": [] }, "interpreter": { "hash": "b3ba2566441a7c06988d0923437866b63cedc61552a5af99d1f4fb67d367b25f" }, "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": "3.8.12" } }, "nbformat": 4, "nbformat_minor": 4 }