{
"cells": [
{
"cell_type": "markdown",
"id": "5ef5a749",
"metadata": {},
"source": [
"# QuicklyStart"
]
},
{
"cell_type": "markdown",
"id": "ee1caf6f",
"metadata": {},
"source": [
"## This is a quick start guide to show users what [mdapy](https://github.com/mushroomfire/mdapy) can do and how it should be implemented, for more specific information check out the [API](https://mdapy.readthedocs.io/en/latest/modules.html) in the documentation."
]
},
{
"cell_type": "markdown",
"id": "8f21fc8e",
"metadata": {},
"source": [
"### Import corresponding packages"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "a9051453",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[Taichi] version 1.7.2, llvm 15.0.1, commit 0131dce9, win, python 3.10.14\n",
"[Taichi] Starting on arch=x64\n"
]
}
],
"source": [
"import mdapy as mp\n",
"import numpy as np\n",
"import os\n",
"mp.init() # Run on CPU"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "7d5a999c",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'0.11.3'"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"mp.__version__"
]
},
{
"cell_type": "markdown",
"id": "f227cb38",
"metadata": {},
"source": [
"### Generate a System class from a dump file, which can be found in example folder and come from the Supplementary materials of [this paper](https://doi.org/10.1038/s41467-021-25264-5)."
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "30547b33",
"metadata": {},
"outputs": [],
"source": [
"system = mp.System('../../../example/CoCuFeNiPd-4M.dump')"
]
},
{
"cell_type": "markdown",
"id": "df392aff",
"metadata": {},
"source": [
"### Check the data of System."
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "07147e25",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Filename: ../../../example/CoCuFeNiPd-4M.dump\n",
"Atom Number: 8788\n",
"Simulation Box:\n",
"[[47.36159615 0. 0. ]\n",
" [ 0. 47.46541884 0. ]\n",
" [ 0. 0. 47.46849764]\n",
" [-1.18079807 -1.23270942 -1.23424882]]\n",
"TimeStep: 0\n",
"Boundary: [1, 1, 1]\n",
"Particle Information:\n",
"shape: (8_788, 5)\n",
"┌──────┬──────┬───────────┬───────────┬───────────┐\n",
"│ id ┆ type ┆ x ┆ y ┆ z │\n",
"│ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n",
"│ i64 ┆ i64 ┆ f64 ┆ f64 ┆ f64 │\n",
"╞══════╪══════╪═══════════╪═══════════╪═══════════╡\n",
"│ 1 ┆ 2 ┆ 0.006118 ┆ -0.310917 ┆ -0.345241 │\n",
"│ 2 ┆ 4 ┆ 1.9019 ┆ -0.292456 ┆ 1.48488 │\n",
"│ 3 ┆ 3 ┆ -0.015641 ┆ 1.58432 ┆ 1.43129 │\n",
"│ 4 ┆ 5 ┆ 1.86237 ┆ 1.51117 ┆ -0.372278 │\n",
"│ 5 ┆ 5 ┆ 3.79257 ┆ -0.331891 ┆ -0.37583 │\n",
"│ … ┆ … ┆ … ┆ … ┆ … │\n",
"│ 8784 ┆ 3 ┆ 41.5595 ┆ 45.481 ┆ 43.4996 │\n",
"│ 8785 ┆ 4 ┆ 43.4575 ┆ 43.7371 ┆ 43.6083 │\n",
"│ 8786 ┆ 4 ┆ 45.3771 ┆ 43.7577 ┆ 45.2727 │\n",
"│ 8787 ┆ 4 ┆ 43.4552 ┆ 45.4854 ┆ 45.2825 │\n",
"│ 8788 ┆ 1 ┆ 45.3919 ┆ 45.4009 ┆ 43.4999 │\n",
"└──────┴──────┴───────────┴───────────┴───────────┘"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"system"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "aae6e4ab",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"
shape: (5, 5)| id | type | x | y | z |
|---|
| i64 | i64 | f64 | f64 | f64 |
| 1 | 2 | 0.006118 | -0.310917 | -0.345241 |
| 2 | 4 | 1.9019 | -0.292456 | 1.48488 |
| 3 | 3 | -0.015641 | 1.58432 | 1.43129 |
| 4 | 5 | 1.86237 | 1.51117 | -0.372278 |
| 5 | 5 | 3.79257 | -0.331891 | -0.37583 |
"
],
"text/plain": [
"shape: (5, 5)\n",
"┌─────┬──────┬───────────┬───────────┬───────────┐\n",
"│ id ┆ type ┆ x ┆ y ┆ z │\n",
"│ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n",
"│ i64 ┆ i64 ┆ f64 ┆ f64 ┆ f64 │\n",
"╞═════╪══════╪═══════════╪═══════════╪═══════════╡\n",
"│ 1 ┆ 2 ┆ 0.006118 ┆ -0.310917 ┆ -0.345241 │\n",
"│ 2 ┆ 4 ┆ 1.9019 ┆ -0.292456 ┆ 1.48488 │\n",
"│ 3 ┆ 3 ┆ -0.015641 ┆ 1.58432 ┆ 1.43129 │\n",
"│ 4 ┆ 5 ┆ 1.86237 ┆ 1.51117 ┆ -0.372278 │\n",
"│ 5 ┆ 5 ┆ 3.79257 ┆ -0.331891 ┆ -0.37583 │\n",
"└─────┴──────┴───────────┴───────────┴───────────┘"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"system.data.head()"
]
},
{
"cell_type": "markdown",
"id": "7953a054",
"metadata": {},
"source": [
"### Calculate the average entropy fingerprint."
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "025c1589",
"metadata": {},
"outputs": [],
"source": [
"system.cal_atomic_entropy(rc=3.6*1.4, sigma=0.2, compute_average=True, average_rc=3.6*0.9)"
]
},
{
"cell_type": "markdown",
"id": "b071423e",
"metadata": {},
"source": [
"### Calculate the CSP."
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "9dd1c89a",
"metadata": {},
"outputs": [],
"source": [
"system.cal_centro_symmetry_parameter()"
]
},
{
"cell_type": "markdown",
"id": "b0518622",
"metadata": {},
"source": [
"### Calculate the CNA pattern."
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "3ec0d12e",
"metadata": {},
"outputs": [],
"source": [
"system.cal_common_neighbor_analysis(3.6*0.8536)"
]
},
{
"cell_type": "markdown",
"id": "b63b8b48",
"metadata": {},
"source": [
"### Calculate the Voronoi volume."
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "9626f28f",
"metadata": {},
"outputs": [],
"source": [
"system.cal_voronoi_volume()"
]
},
{
"cell_type": "markdown",
"id": "e5df8718",
"metadata": {},
"source": [
"### Check the calculated results."
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "ca26ca41",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"
shape: (5, 12)| id | type | x | y | z | atomic_entropy | ave_atomic_entropy | csp | cna | voronoi_volume | voronoi_number | cavity_radius |
|---|
| i64 | i64 | f64 | f64 | f64 | f64 | f64 | f64 | i32 | f64 | i32 | f64 |
| 1 | 2 | 0.006118 | -0.310917 | -0.345241 | -5.997978 | -6.469179 | 0.100697 | 1 | 12.68101 | 15 | 3.675684 |
| 2 | 4 | 1.9019 | -0.292456 | 1.48488 | -6.640982 | -6.677862 | 0.139544 | 1 | 12.012947 | 14 | 3.581766 |
| 3 | 3 | -0.015641 | 1.58432 | 1.43129 | -6.821837 | -6.666713 | 0.094929 | 1 | 12.197214 | 12 | 3.674408 |
| 4 | 5 | 1.86237 | 1.51117 | -0.372278 | -6.95832 | -6.940526 | 0.072999 | 1 | 12.900968 | 15 | 3.713117 |
| 5 | 5 | 3.79257 | -0.331891 | -0.37583 | -6.679066 | -6.846047 | 0.046358 | 1 | 12.400861 | 14 | 3.645415 |
"
],
"text/plain": [
"shape: (5, 12)\n",
"┌─────┬──────┬───────────┬───────────┬───┬─────┬────────────────┬────────────────┬───────────────┐\n",
"│ id ┆ type ┆ x ┆ y ┆ … ┆ cna ┆ voronoi_volume ┆ voronoi_number ┆ cavity_radius │\n",
"│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n",
"│ i64 ┆ i64 ┆ f64 ┆ f64 ┆ ┆ i32 ┆ f64 ┆ i32 ┆ f64 │\n",
"╞═════╪══════╪═══════════╪═══════════╪═══╪═════╪════════════════╪════════════════╪═══════════════╡\n",
"│ 1 ┆ 2 ┆ 0.006118 ┆ -0.310917 ┆ … ┆ 1 ┆ 12.68101 ┆ 15 ┆ 3.675684 │\n",
"│ 2 ┆ 4 ┆ 1.9019 ┆ -0.292456 ┆ … ┆ 1 ┆ 12.012947 ┆ 14 ┆ 3.581766 │\n",
"│ 3 ┆ 3 ┆ -0.015641 ┆ 1.58432 ┆ … ┆ 1 ┆ 12.197214 ┆ 12 ┆ 3.674408 │\n",
"│ 4 ┆ 5 ┆ 1.86237 ┆ 1.51117 ┆ … ┆ 1 ┆ 12.900968 ┆ 15 ┆ 3.713117 │\n",
"│ 5 ┆ 5 ┆ 3.79257 ┆ -0.331891 ┆ … ┆ 1 ┆ 12.400861 ┆ 14 ┆ 3.645415 │\n",
"└─────┴──────┴───────────┴───────────┴───┴─────┴────────────────┴────────────────┴───────────────┘"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"system.data.head()"
]
},
{
"cell_type": "markdown",
"id": "90a6035e",
"metadata": {},
"source": [
"### Check the cutoff distance now."
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "ef0b9d3c",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"5.04"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"system.rc"
]
},
{
"cell_type": "markdown",
"id": "11fbd2ce",
"metadata": {},
"source": [
"### Neighbor atom index of atom 0 withing the cutoff distance."
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "ae28488d",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([ 896, 8678, 897, 1009, 2, 7777, 3, 1, 110, 109, 7779,\n",
" 7885, 7782, 7785, 7778, 8677, 7776, 1012, 1010, 8683, 1008, 1007,\n",
" 902, 901, 899, 8785, 8787, 895, 894, 115, 113, 111, 7887,\n",
" 7886, 108, 10, 9, 7, 6, 5, 4, 8676, 8786, 7890])"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"system.verlet_list[0][system.verlet_list[0]>-1]"
]
},
{
"cell_type": "markdown",
"id": "e7cb5c03",
"metadata": {},
"source": [
"### Corresponding distance from atom 0 to its neighbor atoms."
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "5cd7ce08",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([2.51207536, 2.57315662, 2.5790717 , 2.58034708, 2.59777966,\n",
" 2.60048908, 2.60123122, 2.63508509, 2.63799678, 2.64905374,\n",
" 2.72325745, 2.75477797, 4.61796981, 4.39168494, 4.7209429 ,\n",
" 4.56321863, 3.89905168, 4.59982446, 4.55429458, 4.32684229,\n",
" 4.31587082, 5.02071962, 4.39625619, 4.94515597, 4.54722966,\n",
" 4.35032952, 4.48415811, 4.33703624, 3.40006539, 4.52692729,\n",
" 4.59187952, 4.58003206, 4.66009997, 4.7530261 , 3.73204146,\n",
" 4.42655427, 3.47691914, 4.43249288, 3.67048701, 4.59684361,\n",
" 3.78663373, 4.28528331, 4.63487348, 4.59095292])"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"system.distance_list[0][system.verlet_list[0]>-1]"
]
},
{
"cell_type": "markdown",
"id": "73567454",
"metadata": {},
"source": [
"### Validate the distance between atom 0 and atom 896."
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "eaeeaf0c",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"2.5120753608164965"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"system.atom_distance(0, 896)"
]
},
{
"cell_type": "markdown",
"id": "23206146",
"metadata": {},
"source": [
"### Save the results to the disk."
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "a3281958",
"metadata": {},
"outputs": [],
"source": [
"system.write_dump()"
]
},
{
"cell_type": "markdown",
"id": "0113531d",
"metadata": {},
"source": [
"### Do the spatial binning of entropy along xy plane."
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "1fb83ad8",
"metadata": {},
"outputs": [],
"source": [
"system.spatial_binning('xy', 'ave_atomic_entropy', 4.)"
]
},
{
"cell_type": "markdown",
"id": "abe901ba",
"metadata": {},
"source": [
"### Binning coordinations."
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "fc6ace29",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'x': array([ 1.709397, 5.709397, 9.709397, 13.709397, 17.709397, 21.709397,\n",
" 25.709397, 29.709397, 33.709397, 37.709397, 41.709397, 45.709397]),\n",
" 'y': array([ 1.439891, 5.439891, 9.439891, 13.439891, 17.439891, 21.439891,\n",
" 25.439891, 29.439891, 33.439891, 37.439891, 41.439891, 45.439891])}"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"system.Binning.coor"
]
},
{
"cell_type": "markdown",
"id": "866cbd9b",
"metadata": {},
"source": [
"### Plot the binning results."
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "ae8c3777",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = system.Binning.plot(value_label='average_entropy')"
]
},
{
"cell_type": "markdown",
"id": "53c96e54",
"metadata": {},
"source": [
"### Calculate the WCP to reveal the short-range order in alloy."
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "3de4961e",
"metadata": {},
"outputs": [],
"source": [
"system.cal_warren_cowley_parameter()"
]
},
{
"cell_type": "markdown",
"id": "6b8b8539",
"metadata": {},
"source": [
"### Results show high SRO degree."
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "0e7adb5b",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = system.WarrenCowleyParameter.plot(['Co', 'Cu', 'Fe', 'Ni', 'Pd'])"
]
},
{
"cell_type": "markdown",
"id": "6e950e0e",
"metadata": {},
"source": [
"### Calculate the radiul distribution function (RDF)."
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "e61436c7",
"metadata": {},
"outputs": [],
"source": [
"system.cal_pair_distribution()"
]
},
{
"cell_type": "markdown",
"id": "e263292c",
"metadata": {},
"source": [
"### Plot the RDF results."
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "5cc0d90d",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = system.PairDistribution.plot()"
]
},
{
"cell_type": "markdown",
"id": "4a9b9179",
"metadata": {},
"source": [
"### Plot the partial RDF results."
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "e9337d3e",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = system.PairDistribution.plot_partial(['Co', 'Cu', 'Fe', 'Ni', 'Pd'])"
]
},
{
"cell_type": "markdown",
"id": "23c978f5",
"metadata": {},
"source": [
"### One can save the figure easily."
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "3795541a",
"metadata": {},
"outputs": [],
"source": [
"fig.savefig('rdf.png', dpi=300)\n",
"os.remove('rdf.png') # Here just remove the saved figure."
]
},
{
"cell_type": "markdown",
"id": "2a99c9b5",
"metadata": {},
"source": [
"### Analyze the atomic trajectories"
]
},
{
"cell_type": "markdown",
"id": "b46fef71",
"metadata": {},
"source": [
"### Generate a random walk trajectories."
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "3ac52e0a",
"metadata": {},
"outputs": [],
"source": [
"Nframe, Nparticles = 200, 1000\n",
"pos_list = np.cumsum(\n",
" np.random.choice([-1.0, 1.0], size=(Nframe, Nparticles, 3)), axis=0\n",
")*np.sqrt(2)"
]
},
{
"cell_type": "markdown",
"id": "43de3125",
"metadata": {},
"source": [
"### Calculate the mean squared displacement (MSD)."
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "19847664",
"metadata": {},
"outputs": [],
"source": [
"MSD = mp.MeanSquaredDisplacement(pos_list=pos_list, mode=\"windows\")\n",
"MSD.compute()"
]
},
{
"cell_type": "markdown",
"id": "45e25b2a",
"metadata": {},
"source": [
"### Check the MSD results."
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "bc9760e7",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([-2.70263670e-06, 5.99999174e+00, 1.20131634e+01, 1.80343542e+01,\n",
" 2.40607720e+01, 3.00562883e+01, 3.60281608e+01, 4.20105243e+01,\n",
" 4.79929460e+01, 5.39849001e+01])"
]
},
"execution_count": 27,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"MSD.msd[:10]"
]
},
{
"cell_type": "markdown",
"id": "15c7c13b",
"metadata": {},
"source": [
"### Plot the MSD results."
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "350b9c85",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = MSD.plot()"
]
},
{
"cell_type": "markdown",
"id": "e6683215",
"metadata": {},
"source": [
"### Calculate the Lindemann index."
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "80edb23f",
"metadata": {},
"outputs": [],
"source": [
"LDML = mp.LindemannParameter(pos_list)\n",
"LDML.compute()"
]
},
{
"cell_type": "markdown",
"id": "9a9a1a51",
"metadata": {},
"source": [
"### Plot the Lindemann index results."
]
},
{
"cell_type": "code",
"execution_count": 30,
"id": "054cd877",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = LDML.plot()"
]
},
{
"cell_type": "markdown",
"id": "e3480bde",
"metadata": {},
"source": [
"### Analyze EAM potential."
]
},
{
"cell_type": "markdown",
"id": "08be1522",
"metadata": {},
"source": [
"### Generate an average EAM potential is simple."
]
},
{
"cell_type": "code",
"execution_count": 31,
"id": "03e8dcad",
"metadata": {},
"outputs": [],
"source": [
"EAMave = mp.EAMAverage('../../../example/CoNiFeAlCu.eam.alloy', [0.2]*5)"
]
},
{
"cell_type": "markdown",
"id": "c3629117",
"metadata": {},
"source": [
"### Read this average potential file."
]
},
{
"cell_type": "code",
"execution_count": 32,
"id": "19a8a43b",
"metadata": {},
"outputs": [],
"source": [
"potential = mp.EAM('./CoNiFeAlCu.average.eam.alloy')"
]
},
{
"cell_type": "markdown",
"id": "66db6f56",
"metadata": {},
"source": [
"### Plot the results. A is the virtual element."
]
},
{
"cell_type": "code",
"execution_count": 33,
"id": "1de79ff2",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"potential.plot()"
]
},
{
"cell_type": "code",
"execution_count": 34,
"id": "446c89b1",
"metadata": {},
"outputs": [],
"source": [
"os.remove('CoNiFeAlCu.average.eam.alloy') # Here just remove this average EAM file."
]
}
],
"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": "3.10.14"
}
},
"nbformat": 4,
"nbformat_minor": 5
}