channelPlots.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "fc397aa6",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/usr/lib/python3.8/_collections_abc.py:666: MatplotlibDeprecationWarning: The global colormaps dictionary is no longer considered public API.\n",
      "  self[key]\n"
     ]
    }
   ],
   "source": [
    "import yt\n",
    "import numpy as np\n",
    "import math\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "6f1fa9a2-3079-4463-8f2d-1d2534d8864b",
   "metadata": {},
   "outputs": [],
   "source": [
    "def return_y_plt(folder,time,nbins,field):\n",
    "    print(folder+time)\n",
    "    ds = yt.load(folder+time)\n",
    "    ad = ds.all_data()\n",
    "    plot = yt.ProfilePlot(ad,\"y\",[field],weight_field=\"cell_volume\",x_log=False,y_log={field:False},n_bins=nbins)\n",
    "    profile = plot.profiles[0]\n",
    "    x = np.array(profile.x)\n",
    "    y = np.array(profile[field])\n",
    "    return x, y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "246fc220-be16-42bf-9875-f14caa1bedbc",
   "metadata": {},
   "outputs": [],
   "source": [
    "def return_data(folder,size,lo,hi,field):    \n",
    "    ds = yt.load(folder)\n",
    "    ad = ds.all_data()\n",
    "    df=ad.to_dataframe(fields=field)\n",
    "    data=np.zeros((size[0],size[1],size[2]))\n",
    "    for i in range(size[0]):\n",
    "        for j in range(size[1]):\n",
    "            for k in range(size[2]):\n",
    "                data[i,j,k]=df.iat[i*size[2]*size[1]+j*size[2]+k,0]\n",
    "                \n",
    "    xCell=(hi[0]-lo[0])/size[0]\n",
    "    yCell=(hi[1]-lo[1])/size[1]\n",
    "    zCell=(hi[2]-lo[2])/size[2]\n",
    "    \n",
    "    xGrid = np.linspace(lo[0]+0.5*xCell,hi[0]-0.5*xCell,size[0])\n",
    "    yGrid = np.linspace(lo[1]+0.5*yCell,hi[1]-0.5*yCell,size[1])\n",
    "    zGrid = np.linspace(lo[2]+0.5*zCell,hi[2]-0.5*zCell,size[2])\n",
    "    \n",
    "    return xGrid, yGrid, zGrid, data\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cc7c2cb8-3918-4d38-a4ee-2b23bef50d8c",
   "metadata": {},
   "outputs": [],
   "source": [
    "str(1).zfill(2)"
   ]
  },
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   "execution_count": 4,
   "id": "e3dc3451-c4fe-47d5-a6ed-39d4d7821926",
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     "text": [
      "~/nerscProject/dladiges/visctest100/0part/CPU00/plt000006000/\n"
     ]
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    {
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     "text": [
      "yt : [INFO     ] 2023-01-31 10:36:18,288 Parameters: current_time              = 5.902222189999974e-10\n",
      "yt : [INFO     ] 2023-01-31 10:36:18,288 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:36:18,289 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:36:18,290 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
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    {
     "name": "stdout",
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     "text": [
      "~/nerscProject/dladiges/visctest100/0part/CPU01/plt000006000/\n"
     ]
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     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:36:26,548 Parameters: current_time              = 5.902222189999974e-10\n",
      "yt : [INFO     ] 2023-01-31 10:36:26,549 Parameters: domain_dimensions         = [256  64 256]\n",
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     ]
    },
    {
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      "~/nerscProject/dladiges/visctest100/0part/CPU02/plt000006000/\n"
     ]
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    {
     "name": "stderr",
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      "yt : [INFO     ] 2023-01-31 10:36:33,810 Parameters: current_time              = 5.902222189999974e-10\n",
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     ]
    },
    {
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      "~/nerscProject/dladiges/visctest100/0part/CPU03/plt000006000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:36:41,253 Parameters: current_time              = 5.902222189999974e-10\n",
      "yt : [INFO     ] 2023-01-31 10:36:41,254 Parameters: domain_dimensions         = [256  64 256]\n",
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     ]
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      "~/nerscProject/dladiges/visctest100/0part/CPU04/plt000006000/\n"
     ]
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      "yt : [INFO     ] 2023-01-31 10:36:48,493 Parameters: current_time              = 5.902222189999974e-10\n",
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      "~/nerscProject/dladiges/visctest100/0part/CPU05/plt000006000/\n"
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     ]
    },
    {
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     ]
    },
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      "yt : [INFO     ] 2023-01-31 10:43:00,298 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:43:00,299 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:43:00,299 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/0part/CPU53/plt000006000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:43:08,689 Parameters: current_time              = 5.902222189999974e-10\n",
      "yt : [INFO     ] 2023-01-31 10:43:08,690 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:43:08,691 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:43:08,693 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/0part/CPU54/plt000006000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:43:17,196 Parameters: current_time              = 5.902222189999974e-10\n",
      "yt : [INFO     ] 2023-01-31 10:43:17,198 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:43:17,199 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:43:17,200 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/0part/CPU55/plt000006000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:43:25,688 Parameters: current_time              = 5.902222189999974e-10\n",
      "yt : [INFO     ] 2023-01-31 10:43:25,689 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:43:25,690 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:43:25,692 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/0part/CPU56/plt000006000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:43:35,104 Parameters: current_time              = 5.902222189999974e-10\n",
      "yt : [INFO     ] 2023-01-31 10:43:35,105 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:43:35,107 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:43:35,108 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/0part/CPU57/plt000006000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:43:45,126 Parameters: current_time              = 5.902222189999974e-10\n",
      "yt : [INFO     ] 2023-01-31 10:43:45,127 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:43:45,128 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:43:45,129 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/0part/CPU58/plt000006000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:43:54,885 Parameters: current_time              = 5.902222189999974e-10\n",
      "yt : [INFO     ] 2023-01-31 10:43:54,887 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:43:54,888 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:43:54,889 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/0part/CPU59/plt000006000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:44:04,811 Parameters: current_time              = 5.902222189999974e-10\n",
      "yt : [INFO     ] 2023-01-31 10:44:04,812 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:44:04,813 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:44:04,814 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/0part/CPU60/plt000006000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:44:14,650 Parameters: current_time              = 5.902222189999974e-10\n",
      "yt : [INFO     ] 2023-01-31 10:44:14,652 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:44:14,653 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:44:14,654 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/0part/CPU61/plt000006000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:44:25,562 Parameters: current_time              = 5.902222189999974e-10\n",
      "yt : [INFO     ] 2023-01-31 10:44:25,563 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:44:25,564 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:44:25,565 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/0part/CPU62/plt000006000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:44:38,392 Parameters: current_time              = 5.902222189999974e-10\n",
      "yt : [INFO     ] 2023-01-31 10:44:38,394 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:44:38,395 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:44:38,396 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/0part/CPU63/plt000006000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:44:51,105 Parameters: current_time              = 5.902222189999974e-10\n",
      "yt : [INFO     ] 2023-01-31 10:44:51,106 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:44:51,108 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:44:51,109 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    }
   ],
   "source": [
    "data = \"~/nerscProject/dladiges/visctest100/0part/CPU\"\n",
    "time = \"/plt0000\"+\"06000/\"\n",
    "bins = 64\n",
    "ens= 64\n",
    "yall0 = np.zeros((ens,bins))\n",
    "i=0\n",
    "for i in range(ens):\n",
    "    stri = data + str(i).zfill(2)\n",
    "    xt, yall0[i] = return_y_plt(stri,time,nbins=bins,field=\"averaged_meanx\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "23f826c4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU00/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:44:59,775 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:44:59,776 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:44:59,778 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:44:59,779 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU01/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:45:09,059 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:45:09,060 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:45:09,060 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:45:09,061 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU02/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:45:18,624 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:45:18,625 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:45:18,626 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:45:18,627 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU03/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:45:27,793 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:45:27,795 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:45:27,796 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:45:27,797 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU04/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:45:36,940 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:45:36,941 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:45:36,942 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:45:36,943 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU05/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:45:46,316 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:45:46,318 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:45:46,319 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:45:46,320 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU06/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:45:56,005 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:45:56,006 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:45:56,007 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:45:56,008 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU07/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:46:05,317 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:46:05,318 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:46:05,319 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:46:05,320 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU08/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:46:14,745 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:46:14,747 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:46:14,748 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:46:14,749 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU09/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:46:23,928 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:46:23,930 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:46:23,931 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:46:23,932 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU10/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:46:32,592 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:46:32,593 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:46:32,594 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:46:32,595 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
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     "output_type": "stream",
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      "~/nerscProject/dladiges/visctest100/350partSC/CPU11/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:46:47,011 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:46:47,012 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:46:47,013 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:46:47,014 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
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     "output_type": "stream",
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      "~/nerscProject/dladiges/visctest100/350partSC/CPU12/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:46:55,999 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:46:56,000 Parameters: domain_dimensions         = [256  64 256]\n",
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      "yt : [INFO     ] 2023-01-31 10:46:56,003 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
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     "output_type": "stream",
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      "~/nerscProject/dladiges/visctest100/350partSC/CPU13/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:47:04,946 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:47:04,947 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:47:04,948 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:47:04,949 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU14/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:47:13,636 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:47:13,638 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:47:13,639 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:47:13,640 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU15/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
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      "yt : [INFO     ] 2023-01-31 10:51:00,162 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:51:00,164 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:51:00,165 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:51:00,166 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU44/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:51:08,162 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:51:08,163 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:51:08,164 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:51:08,166 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU45/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:51:15,759 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:51:15,761 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:51:15,762 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:51:15,763 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU46/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:51:23,067 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:51:23,068 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:51:23,069 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:51:23,071 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU47/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:51:30,710 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:51:30,711 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:51:30,712 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:51:30,713 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
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      "~/nerscProject/dladiges/visctest100/350partSC/CPU48/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:51:38,139 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:51:38,141 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:51:38,142 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:51:38,144 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU49/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:51:45,552 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:51:45,554 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:51:45,555 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:51:45,556 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU50/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:51:53,012 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:51:53,014 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:51:53,015 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:51:53,016 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU51/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:52:00,623 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:52:00,624 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:52:00,625 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:52:00,626 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU52/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:52:08,290 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:52:08,291 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:52:08,292 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:52:08,293 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU53/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:52:15,853 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:52:15,854 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:52:15,856 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:52:15,857 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU54/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:52:23,382 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:52:23,384 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:52:23,385 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:52:23,386 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU55/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:52:31,036 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:52:31,037 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:52:31,038 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:52:31,040 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU56/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:52:38,444 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:52:38,445 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:52:38,446 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:52:38,447 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU57/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:52:46,214 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:52:46,215 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:52:46,216 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:52:46,218 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU58/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:52:53,750 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:52:53,751 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:52:53,752 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:52:53,753 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU59/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:53:01,076 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:53:01,077 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:53:01,078 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:53:01,079 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU60/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:53:08,371 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:53:08,372 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:53:08,373 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:53:08,374 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU61/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:53:15,693 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:53:15,694 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:53:15,695 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:53:15,696 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU62/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:53:23,023 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:53:23,025 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:53:23,026 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:53:23,027 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/350partSC/CPU63/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:53:30,639 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:53:30,640 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:53:30,641 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:53:30,642 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    }
   ],
   "source": [
    "data = \"~/nerscProject/dladiges/visctest100/350partSC/CPU\"\n",
    "#num = [\"00\",\"01\",\"02\",\"03\",\"04\",\"05\",\"06\",\"07\",\"08\",\"09\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\",\"20\",\"21\",\"22\",\"23\",\"24\",\"25\",\"26\",\"27\",\"28\",\"29\",\"30\",\"31\",\"32\",\"33\",\"34\",\"35\",\"36\",\"37\",\"38\",\"39\",\"40\",\"41\",\"40\",\"41\",\"42\",\"43\",\"44\",\"45\",\"46\",\"47\"]\n",
    "time = \"/plt0000\"+\"18000/\"\n",
    "bins = 64\n",
    "ens= 64\n",
    "yall350 = np.zeros((ens,bins))\n",
    "i=0\n",
    "for i in range(ens):\n",
    "    stri = data + str(i).zfill(2)\n",
    "    xt, yall350[i] = return_y_plt(stri,time,nbins=bins,field=\"averaged_meanx\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "c862b395-9236-4803-816f-e891b48ef8f4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/625partSC/CPU00/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:53:38,170 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:53:38,172 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:53:38,173 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:53:38,174 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/625partSC/CPU01/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:53:46,413 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:53:46,415 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:53:46,416 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:53:46,417 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/625partSC/CPU02/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:53:54,299 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:53:54,300 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:53:54,301 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:53:54,302 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/625partSC/CPU03/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:54:01,769 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:54:01,770 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:54:01,771 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:54:01,772 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/625partSC/CPU04/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:54:09,362 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:54:09,363 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 10:54:09,364 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 10:54:09,365 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
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     "output_type": "stream",
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      "~/nerscProject/dladiges/visctest100/625partSC/CPU05/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 10:54:17,132 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 10:54:17,134 Parameters: domain_dimensions         = [256  64 256]\n",
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     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:01:19,610 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:01:19,611 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:01:19,612 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:01:19,613 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/625partSC/CPU62/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:01:27,137 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:01:27,138 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:01:27,139 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:01:27,140 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/625partSC/CPU63/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:01:34,748 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:01:34,749 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:01:34,750 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:01:34,752 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    }
   ],
   "source": [
    "data = \"~/nerscProject/dladiges/visctest100/625partSC/CPU\"\n",
    "time = \"/plt0000\"+\"18000/\"\n",
    "bins = 64\n",
    "ens= 64\n",
    "yall625 = np.zeros((ens,bins))\n",
    "i=0\n",
    "for i in range(ens):\n",
    "    stri = data + str(i).zfill(2)\n",
    "    xt, yall625[i] = return_y_plt(stri,time,nbins=bins,field=\"averaged_meanx\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "75e7ecf4-64a5-47fc-bd66-28308bd328e3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU00/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:48:30,334 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:48:30,335 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:48:30,336 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:48:30,337 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU01/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:48:32,192 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:48:32,193 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:48:32,194 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:48:32,195 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU02/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:48:34,629 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:48:34,630 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:48:34,631 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:48:34,632 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU03/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:48:36,185 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:48:36,185 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:48:36,186 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:48:36,187 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU04/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:48:37,974 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:48:37,975 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:48:37,975 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:48:37,976 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU05/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:48:39,851 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:48:39,852 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:48:39,853 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:48:39,854 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU06/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:48:41,701 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:48:41,702 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:48:41,703 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:48:41,703 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU07/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:48:43,478 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:48:43,479 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:48:43,480 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:48:43,480 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU08/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:48:45,374 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:48:45,375 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:48:45,375 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:48:45,376 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU09/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:48:47,447 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:48:47,449 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:48:47,450 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:48:47,451 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU10/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:48:49,480 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:48:49,481 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:48:49,481 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:48:49,482 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU11/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:48:51,320 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:48:51,321 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:48:51,322 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:48:51,323 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU12/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:48:53,133 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:48:53,134 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:48:53,136 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:48:53,137 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU13/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:48:54,975 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:48:54,976 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:48:54,977 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:48:54,978 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU14/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:48:56,869 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:48:56,870 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:48:56,871 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:48:56,872 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU15/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:48:58,649 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:48:58,650 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:48:58,650 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:48:58,651 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU16/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:49:00,463 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:49:00,463 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:49:00,464 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:49:00,465 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU17/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:49:02,253 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:49:02,254 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:49:02,256 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:49:02,257 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU18/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:49:04,162 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:49:04,162 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:49:04,163 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:49:04,163 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU19/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:49:05,899 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:49:05,900 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:49:05,900 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:49:05,901 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU20/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:49:07,636 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:49:07,637 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:49:07,638 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:49:07,638 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU21/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:49:09,417 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:49:09,417 Parameters: domain_dimensions         = [256  64 256]\n",
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      "yt : [INFO     ] 2023-01-31 11:49:09,419 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU22/plt000018000/\n"
     ]
    },
    {
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     "output_type": "stream",
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      "yt : [INFO     ] 2023-01-31 11:49:11,161 Parameters: current_time              = 1.7253332459003455e-09\n",
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     ]
    },
    {
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     "output_type": "stream",
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      "~/nerscProject/dladiges/visctest100/1250partSC/CPU23/plt000018000/\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:49:13,007 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:49:13,009 Parameters: domain_dimensions         = [256  64 256]\n",
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     ]
    },
    {
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      "~/nerscProject/dladiges/visctest100/1250partSC/CPU24/plt000018000/\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:51:49,450 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:51:49,451 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:51:49,452 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:51:49,453 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU53/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:51:57,592 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:51:57,593 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:51:57,594 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:51:57,595 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU54/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:52:04,716 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:52:04,718 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:52:04,719 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:52:04,720 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU55/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:52:12,117 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:52:12,118 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:52:12,119 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:52:12,120 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU56/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:52:19,524 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:52:19,526 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:52:19,527 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:52:19,528 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU57/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:52:26,276 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:52:26,279 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:52:26,280 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:52:26,280 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU58/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:52:33,577 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:52:33,578 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:52:33,580 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:52:33,581 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU59/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:52:40,674 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:52:40,675 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:52:40,676 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:52:40,677 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU60/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:52:47,623 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:52:47,624 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:52:47,625 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:52:47,626 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU61/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:52:55,009 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:52:55,010 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:52:55,012 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:52:55,013 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU62/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:53:02,110 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:53:02,112 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:53:02,113 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:53:02,114 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/1250partSC/CPU63/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 11:53:08,962 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 11:53:08,963 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 11:53:08,964 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 11:53:08,965 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    }
   ],
   "source": [
    "data = \"~/nerscProject/dladiges/visctest100/1250partSC/CPU\"\n",
    "time = \"/plt0000\"+\"18000/\"\n",
    "bins = 64\n",
    "ens= 64\n",
    "yall1250 = np.zeros((ens,bins))\n",
    "i=0\n",
    "for i in range(ens):\n",
    "    stri = data + str(i).zfill(2)\n",
    "    xt, yall1250[i] = return_y_plt(stri,time,nbins=bins,field=\"averaged_meanx\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "e588f552-dc5f-4b2b-883a-e1ea53561e45",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU00/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:55:28,783 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 13:55:28,784 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:55:28,785 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:55:28,785 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU01/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:55:32,544 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 13:55:32,546 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:55:32,547 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:55:32,548 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU02/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:55:40,579 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 13:55:40,581 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:55:40,582 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:55:40,583 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU03/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:55:49,127 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 13:55:49,129 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:55:49,130 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:55:49,131 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU04/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:55:57,298 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 13:55:57,299 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:55:57,300 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:55:57,302 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU05/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:56:05,445 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 13:56:05,445 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:56:05,446 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:56:05,447 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU06/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:56:13,746 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 13:56:13,748 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:56:13,749 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:56:13,750 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU07/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:56:22,618 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 13:56:22,619 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:56:22,620 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:56:22,621 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU08/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:56:31,515 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 13:56:31,515 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:56:31,516 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:56:31,517 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU09/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:56:39,633 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 13:56:39,634 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:56:39,635 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:56:39,636 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU10/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:56:47,795 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 13:56:47,797 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:56:47,798 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:56:47,799 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU11/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:56:52,611 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 13:56:52,612 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:56:52,613 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:56:52,614 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU12/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:57:01,198 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 13:57:01,200 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:57:01,201 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:57:01,203 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU13/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:57:09,392 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 13:57:09,394 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:57:09,395 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:57:09,396 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU14/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:57:17,573 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 13:57:17,574 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:57:17,575 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:57:17,576 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU15/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
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     "text": [
      "yt : [INFO     ] 2023-01-31 14:01:36,304 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 14:01:36,306 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 14:01:36,307 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 14:01:36,308 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU44/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 14:01:44,691 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 14:01:44,692 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 14:01:44,694 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 14:01:44,695 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU45/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 14:01:54,957 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 14:01:54,958 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 14:01:54,959 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 14:01:54,960 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU46/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 14:02:03,557 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 14:02:03,559 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 14:02:03,560 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 14:02:03,561 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU47/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 14:02:11,294 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 14:02:11,295 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 14:02:11,296 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 14:02:11,298 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU48/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 14:02:19,678 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 14:02:19,679 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 14:02:19,679 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 14:02:19,680 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU49/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 14:02:28,995 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 14:02:28,996 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 14:02:28,996 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 14:02:28,997 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU50/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 14:02:37,266 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 14:02:37,268 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 14:02:37,269 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 14:02:37,270 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU51/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 14:02:45,799 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 14:02:45,800 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 14:02:45,801 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 14:02:45,802 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU52/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 14:02:53,984 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 14:02:53,985 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 14:02:53,986 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 14:02:53,986 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU53/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 14:03:02,607 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 14:03:02,609 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 14:03:02,610 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 14:03:02,611 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU54/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 14:03:11,207 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 14:03:11,208 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 14:03:11,210 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 14:03:11,211 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU55/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 14:03:19,587 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 14:03:19,588 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 14:03:19,589 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 14:03:19,590 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU56/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 14:03:30,455 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 14:03:30,457 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 14:03:30,458 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 14:03:30,459 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU57/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 14:03:38,680 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 14:03:38,681 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 14:03:38,682 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 14:03:38,683 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU58/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 14:03:47,397 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 14:03:47,398 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 14:03:47,399 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 14:03:47,400 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU59/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 14:03:56,314 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 14:03:56,315 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 14:03:56,316 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 14:03:56,318 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU60/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 14:04:04,915 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 14:04:04,916 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 14:04:04,917 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 14:04:04,919 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU61/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 14:04:13,558 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 14:04:13,560 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 14:04:13,561 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 14:04:13,562 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU62/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 14:04:22,485 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 14:04:22,486 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 14:04:22,487 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 14:04:22,489 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/2500partSC/CPU63/plt000018000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 14:04:34,101 Parameters: current_time              = 1.7253332459003455e-09\n",
      "yt : [INFO     ] 2023-01-31 14:04:34,102 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 14:04:34,103 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 14:04:34,103 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    }
   ],
   "source": [
    "data = \"~/nerscProject/dladiges/visctest100/2500partSC/CPU\"\n",
    "time = \"/plt0000\"+\"18000/\"\n",
    "bins = 64\n",
    "ens= 64\n",
    "yall2500 = np.zeros((ens,bins))\n",
    "i=0\n",
    "for i in range(ens):\n",
    "    stri = data + str(i).zfill(2)\n",
    "    xt, yall2500[i] = return_y_plt(stri,time,nbins=bins,field=\"averaged_meanx\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "36dc4d18-d396-43c9-aa97-849fbe998484",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/5000partSC/CPU00/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:29:16,840 Parameters: current_time              = 1.6253332459003148e-09\n",
      "yt : [INFO     ] 2023-01-31 13:29:16,840 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:29:16,841 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:29:16,842 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/5000partSC/CPU01/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:29:19,017 Parameters: current_time              = 1.6253332459003148e-09\n",
      "yt : [INFO     ] 2023-01-31 13:29:19,018 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:29:19,019 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:29:19,019 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/5000partSC/CPU02/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:29:21,187 Parameters: current_time              = 1.6253332459003148e-09\n",
      "yt : [INFO     ] 2023-01-31 13:29:21,188 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:29:21,188 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:29:21,189 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/5000partSC/CPU03/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:29:22,992 Parameters: current_time              = 1.6253332459003148e-09\n",
      "yt : [INFO     ] 2023-01-31 13:29:22,993 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:29:22,994 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:29:22,994 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/5000partSC/CPU04/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:29:25,319 Parameters: current_time              = 1.6253332459003148e-09\n",
      "yt : [INFO     ] 2023-01-31 13:29:25,320 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:29:25,321 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:29:25,321 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/5000partSC/CPU05/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:29:27,284 Parameters: current_time              = 1.6253332459003148e-09\n",
      "yt : [INFO     ] 2023-01-31 13:29:27,286 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:29:27,287 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:29:27,288 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/5000partSC/CPU06/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
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      "yt : [INFO     ] 2023-01-31 13:29:29,185 Parameters: current_time              = 1.6253332459003148e-09\n",
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      "yt : [INFO     ] 2023-01-31 13:32:00,271 Parameters: current_time              = 1.6253332459003148e-09\n",
      "yt : [INFO     ] 2023-01-31 13:32:00,273 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:32:00,274 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:32:00,275 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/5000partSC/CPU63/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:32:06,970 Parameters: current_time              = 1.6253332459003148e-09\n",
      "yt : [INFO     ] 2023-01-31 13:32:06,971 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:32:06,973 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:32:06,974 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    }
   ],
   "source": [
    "data = \"~/nerscProject/dladiges/visctest100/5000partSC/CPU\"\n",
    "time = \"/plt0000\"+\"17000/\"\n",
    "bins = 64\n",
    "ens= 64\n",
    "yall5000 = np.zeros((ens,bins))\n",
    "i=0\n",
    "for i in range(ens):\n",
    "    stri = data + str(i).zfill(2)\n",
    "    xt, yall5000[i] = return_y_plt(stri,time,nbins=bins,field=\"averaged_meanx\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "17ecaede-657d-47ba-8f2e-e1528acb9713",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU00/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:35:55,573 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:35:55,574 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:35:55,574 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:35:55,575 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU01/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:35:57,358 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:35:57,358 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:35:57,359 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:35:57,360 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU02/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:35:59,219 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:35:59,220 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:35:59,221 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:35:59,222 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU03/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:36:00,993 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:36:00,994 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:36:00,995 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:36:00,997 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU04/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:36:02,625 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:36:02,626 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:36:02,626 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:36:02,627 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU05/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:36:04,303 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:36:04,304 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:36:04,304 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:36:04,305 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU06/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:36:05,922 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:36:05,923 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:36:05,923 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:36:05,924 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU07/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:36:07,585 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:36:07,586 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:36:07,587 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:36:07,588 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU08/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:36:09,277 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:36:09,278 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:36:09,278 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:36:09,279 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU09/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:36:10,944 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:36:10,945 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:36:10,946 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:36:10,946 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU10/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:36:12,727 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:36:12,727 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:36:12,728 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:36:12,729 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
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     "output_type": "stream",
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      "~/nerscProject/dladiges/visctest100/10000partSC/CPU11/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
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      "yt : [INFO     ] 2023-01-31 13:36:14,448 Parameters: current_time              = 8.126666229501574e-10\n",
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      "yt : [INFO     ] 2023-01-31 13:36:14,450 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
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      "~/nerscProject/dladiges/visctest100/10000partSC/CPU12/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:36:18,504 Parameters: current_time              = 8.126666229501574e-10\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
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      "~/nerscProject/dladiges/visctest100/10000partSC/CPU13/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:36:20,155 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:36:20,156 Parameters: domain_dimensions         = [256  64 256]\n",
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      "yt : [INFO     ] 2023-01-31 13:36:20,157 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU14/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:36:21,939 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:36:21,940 Parameters: domain_dimensions         = [256  64 256]\n",
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      "yt : [INFO     ] 2023-01-31 13:36:21,942 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
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      "~/nerscProject/dladiges/visctest100/10000partSC/CPU15/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:36:23,774 Parameters: current_time              = 8.126666229501574e-10\n",
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      "yt : [INFO     ] 2023-01-31 13:36:23,776 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
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      "~/nerscProject/dladiges/visctest100/10000partSC/CPU16/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:36:25,466 Parameters: current_time              = 8.126666229501574e-10\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
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      "~/nerscProject/dladiges/visctest100/10000partSC/CPU17/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:36:27,237 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:36:27,238 Parameters: domain_dimensions         = [256  64 256]\n",
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      "yt : [INFO     ] 2023-01-31 13:36:27,241 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
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      "~/nerscProject/dladiges/visctest100/10000partSC/CPU18/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:36:29,097 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:36:29,098 Parameters: domain_dimensions         = [256  64 256]\n",
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     ]
    },
    {
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     "output_type": "stream",
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      "~/nerscProject/dladiges/visctest100/10000partSC/CPU19/plt000017000/\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:36:30,847 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:36:30,848 Parameters: domain_dimensions         = [256  64 256]\n",
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      "yt : [INFO     ] 2023-01-31 13:36:30,849 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
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      "~/nerscProject/dladiges/visctest100/10000partSC/CPU20/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:36:32,657 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:36:32,658 Parameters: domain_dimensions         = [256  64 256]\n",
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     ]
    },
    {
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     "output_type": "stream",
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      "~/nerscProject/dladiges/visctest100/10000partSC/CPU21/plt000017000/\n"
     ]
    },
    {
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     "output_type": "stream",
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      "yt : [INFO     ] 2023-01-31 13:36:34,273 Parameters: current_time              = 8.126666229501574e-10\n",
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     ]
    },
    {
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      "~/nerscProject/dladiges/visctest100/10000partSC/CPU22/plt000017000/\n"
     ]
    },
    {
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     ]
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    {
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     ]
    },
    {
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     ]
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    {
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     ]
    },
    {
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     ]
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    {
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     ]
    },
    {
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      "yt : [INFO     ] 2023-01-31 13:40:08,451 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:40:08,452 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:40:08,453 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:40:08,454 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU54/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:40:15,574 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:40:15,575 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:40:15,576 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:40:15,577 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU55/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:40:22,530 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:40:22,532 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:40:22,533 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:40:22,534 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU56/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:40:29,479 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:40:29,480 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:40:29,480 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:40:29,481 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU57/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:40:36,398 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:40:36,399 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:40:36,400 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:40:36,401 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU58/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:40:43,436 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:40:43,437 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:40:43,438 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:40:43,439 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU59/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:40:50,380 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:40:50,381 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:40:50,382 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:40:50,384 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU60/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:40:57,303 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:40:57,304 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:40:57,306 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:40:57,307 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU61/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:41:04,120 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:41:04,122 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:41:04,123 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:41:04,124 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU62/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:41:11,135 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:41:11,137 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:41:11,138 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:41:11,139 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "~/nerscProject/dladiges/visctest100/10000partSC/CPU63/plt000017000/\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "yt : [INFO     ] 2023-01-31 13:41:18,261 Parameters: current_time              = 8.126666229501574e-10\n",
      "yt : [INFO     ] 2023-01-31 13:41:18,262 Parameters: domain_dimensions         = [256  64 256]\n",
      "yt : [INFO     ] 2023-01-31 13:41:18,263 Parameters: domain_left_edge          = [0. 0. 0.]\n",
      "yt : [INFO     ] 2023-01-31 13:41:18,264 Parameters: domain_right_edge         = [2.636e-06 6.590e-07 2.636e-06]\n"
     ]
    }
   ],
   "source": [
    "data = \"~/nerscProject/dladiges/visctest100/10000partSC/CPU\"\n",
    "time = \"/plt0000\"+\"17000/\"\n",
    "bins = 64\n",
    "ens= 64\n",
    "yall10000 = np.zeros((ens,bins))\n",
    "i=0\n",
    "for i in range(ens):\n",
    "    stri = data + str(i).zfill(2)\n",
    "    xt, yall10000[i] = return_y_plt(stri,time,nbins=bins,field=\"averaged_meanx\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ea154c3c-cde6-4b04-94bc-afbbc1e8a287",
   "metadata": {},
   "outputs": [],
   "source": [
    "data = \"~/nerscProject/dladiges/visctest100/400partLJ/CPU\"\n",
    "#num = [\"00\",\"01\",\"02\",\"03\",\"04\",\"05\",\"06\",\"07\",\"08\",\"09\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\",\"20\",\"21\",\"22\",\"23\",\"24\",\"25\",\"26\",\"27\",\"28\",\"29\",\"30\",\"31\",\"32\",\"33\",\"34\",\"35\",\"36\",\"37\",\"38\",\"39\",\"40\",\"41\",\"40\",\"41\",\"42\",\"43\",\"44\",\"45\",\"46\",\"47\"]\n",
    "time = \"/plt0000\"+\"18000/\"\n",
    "bins = 64\n",
    "ens= 63\n",
    "yallLJ400 = np.zeros((ens,bins))\n",
    "i=0\n",
    "for i in range(ens):\n",
    "    stri = data + str(i+1).zfill(2)\n",
    "    xt, yallLJ400[i] = return_y_plt(stri,time,nbins=bins,field=\"averaged_meanx\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "405791d2-cab6-42fb-91e2-8f04e5fb565e",
   "metadata": {},
   "outputs": [],
   "source": [
    "data = \"~/nerscProject/dladiges/visctest100/800partLJ/CPU\"\n",
    "#num = [\"00\",\"01\",\"02\",\"03\",\"04\",\"05\",\"06\",\"07\",\"08\",\"09\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\",\"20\",\"21\",\"22\",\"23\",\"24\",\"25\",\"26\",\"27\",\"28\",\"29\",\"30\",\"31\",\"32\",\"33\",\"34\",\"35\",\"36\",\"37\",\"38\",\"39\",\"40\",\"41\",\"40\",\"41\",\"42\",\"43\",\"44\",\"45\",\"46\",\"47\"]\n",
    "time = \"/plt0000\"+\"18000/\"\n",
    "bins = 64\n",
    "ens= 64\n",
    "yallLJ800 = np.zeros((ens,bins))\n",
    "i=0\n",
    "for i in range(ens):\n",
    "    stri = data + str(i).zfill(2)\n",
    "    xt, yallLJ800[i] = return_y_plt(stri,time,nbins=bins,field=\"averaged_meanx\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4e3912b5-1a0a-46ae-9b8f-e976670d96bd",
   "metadata": {},
   "outputs": [],
   "source": [
    "data = \"~/nerscProject/dladiges/visctest100/1600partLJ/CPU\"\n",
    "#num = [\"00\",\"01\",\"02\",\"03\",\"04\",\"05\",\"06\",\"07\",\"08\",\"09\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\",\"20\",\"21\",\"22\",\"23\",\"24\",\"25\",\"26\",\"27\",\"28\",\"29\",\"30\",\"31\",\"32\",\"33\",\"34\",\"35\",\"36\",\"37\",\"38\",\"39\",\"40\",\"41\",\"40\",\"41\",\"42\",\"43\",\"44\",\"45\",\"46\",\"47\"]\n",
    "time = \"/plt0000\"+\"18000/\"\n",
    "bins = 64\n",
    "ens= 32\n",
    "yallLJ1600 = np.zeros((ens,bins))\n",
    "i=0\n",
    "for i in range(ens):\n",
    "    stri = data + str(i).zfill(2)\n",
    "    xt, yallLJ1600[i] = return_y_plt(stri,time,nbins=bins,field=\"averaged_meanx\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d05ca338-3bd9-4f60-bc1f-fae16448d44e",
   "metadata": {},
   "outputs": [],
   "source": [
    "data = \"~/nerscProject/dladiges/visctest100/0partLN/CPU\"\n",
    "#num = [\"00\",\"01\",\"02\",\"03\",\"04\",\"05\",\"06\",\"07\",\"08\",\"09\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\",\"20\",\"21\",\"22\",\"23\",\"24\",\"25\",\"26\",\"27\",\"28\",\"29\",\"30\",\"31\",\"32\",\"33\",\"34\",\"35\",\"36\",\"37\",\"38\",\"39\",\"40\",\"41\",\"40\",\"41\",\"42\",\"43\",\"44\",\"45\",\"46\",\"47\"]\n",
    "time = \"/plt0000\"+\"19000/\"\n",
    "bins = 64\n",
    "ens= 64\n",
    "yall0LN = np.zeros((ens,bins))\n",
    "i=0\n",
    "for i in range(ens):\n",
    "    stri = data + str(i).zfill(2)\n",
    "    xt, yall0LN[i] = return_y_plt(stri,time,nbins=bins,field=\"averaged_meanx\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6720c1a3-e175-4a38-900e-abcc9f4ebf06",
   "metadata": {},
   "outputs": [],
   "source": [
    "data = \"~/nerscProject/dladiges/visctest100/0partLN2/CPU\"\n",
    "#num = [\"00\",\"01\",\"02\",\"03\",\"04\",\"05\",\"06\",\"07\",\"08\",\"09\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\",\"20\",\"21\",\"22\",\"23\",\"24\",\"25\",\"26\",\"27\",\"28\",\"29\",\"30\",\"31\",\"32\",\"33\",\"34\",\"35\",\"36\",\"37\",\"38\",\"39\",\"40\",\"41\",\"40\",\"41\",\"42\",\"43\",\"44\",\"45\",\"46\",\"47\"]\n",
    "time = \"/plt0000\"+\"19000/\"\n",
    "bins = 64\n",
    "ens= 64\n",
    "yall0LN2 = np.zeros((ens,bins))\n",
    "i=0\n",
    "for i in range(ens):\n",
    "    stri = data + str(i).zfill(2)\n",
    "    xt, yall0LN2[i] = return_y_plt(stri,time,nbins=bins,field=\"averaged_meanx\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "e8213637-1093-4c9d-9c21-ea675948eb5c",
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "from scipy.optimize import curve_fit\n",
    "def para(x,a,c):\n",
    "    mid=(x[31]+x[32])/2\n",
    "    return a*(x-mid)**2+c\n",
    "\n",
    "def quart(x,a,b,c):\n",
    "    mid=(x[31]+x[32])/2\n",
    "    return a*(x-mid)**2+b*(x-mid)**4+c\n",
    "\n",
    "ll=6.59e-7\n",
    "fd=1e15\n",
    "\n",
    "length=len(yall0)\n",
    "maxlist0 = np.zeros(length)\n",
    "visclist0 = np.zeros(length)\n",
    "i=0\n",
    "for x in yall0:\n",
    "    params, covs = curve_fit(para, xt, x,p0=[-5e16,6000],maxfev=10000000)\n",
    "    params4, covs = curve_fit(quart, xt, x,p0=[-5e16,1e13,6000],maxfev=10000000)\n",
    "    maxlist0[i]=params[1]\n",
    "    maxlist0[i]=params[1]\n",
    "    visclist0[i] = (fd*ll*ll)/(8*maxlist0[i])\n",
    "    i=i+1\n",
    "\n",
    "length=len(yall350)\n",
    "maxlist350 = np.zeros(length)\n",
    "visclist350 = np.zeros(length)\n",
    "i=0\n",
    "for x in yall350:\n",
    "    params, covs = curve_fit(para, xt, x,p0=[-5e16,6000],maxfev=10000000)\n",
    "    maxlist350[i]=params[1]\n",
    "    visclist350[i] = (fd*ll*ll)/(8*maxlist350[i])\n",
    "    i=i+1\n",
    "\n",
    "length=len(yall625)\n",
    "maxlist625 = np.zeros(length)\n",
    "visclist625 = np.zeros(length)\n",
    "i=0\n",
    "for x in yall625:\n",
    "    params, covs = curve_fit(para, xt, x,p0=[-5e16,6000],maxfev=10000000)\n",
    "    maxlist625[i]=params[1]\n",
    "    visclist625[i] = (fd*ll*ll)/(8*maxlist625[i])\n",
    "    i=i+1\n",
    "\n",
    "length=len(yall1250)\n",
    "maxlist1250 = np.zeros(length)\n",
    "visclist1250 = np.zeros(length)\n",
    "i=0\n",
    "for x in yall1250:\n",
    "    params, covs = curve_fit(para, xt, x,p0=[-5e16,6000],maxfev=10000000)\n",
    "    maxlist1250[i]=params[1]\n",
    "    visclist1250[i] = (fd*ll*ll)/(8*maxlist1250[i])\n",
    "    i=i+1\n",
    "    \n",
    "length=len(yall2500)\n",
    "maxlist2500 = np.zeros(length)\n",
    "visclist2500 = np.zeros(length)\n",
    "         \n",
    "i=0\n",
    "for x in yall2500:\n",
    "    params, covs = curve_fit(para, xt, x,p0=[-5e16,6000],maxfev=10000000)\n",
    "    maxlist2500[i]=params[1]\n",
    "    visclist2500[i] = (fd*ll*ll)/(8*maxlist2500[i])\n",
    "    i=i+1\n",
    "\n",
    "visclist2500[9]=visclist2500[10]\n",
    "visclist2500[13]=visclist2500[11]\n",
    "    \n",
    "length=len(yall5000)\n",
    "maxlist5000 = np.zeros(length)\n",
    "visclist5000 = np.zeros(length)\n",
    "i=0\n",
    "for x in yall5000:\n",
    "    params, covs = curve_fit(para, xt, x,p0=[-5e16,6000],maxfev=10000000)\n",
    "    maxlist5000[i]=params[1]\n",
    "    visclist5000[i] = (fd*ll*ll)/(8*maxlist5000[i])\n",
    "    i=i+1\n",
    "    \n",
    "length=len(yall10000)\n",
    "maxlist10000 = np.zeros(length)\n",
    "visclist10000 = np.zeros(length)\n",
    "i=0\n",
    "for x in yall10000:\n",
    "    params, covs = curve_fit(para, xt, x,p0=[-5e16,6000],maxfev=10000000)\n",
    "    maxlist10000[i]=params[1]\n",
    "    visclist10000[i] = (fd*ll*ll)/(8*maxlist10000[i])\n",
    "    i=i+1\n",
    "    \n",
    "#poptt15r, pcovt15r = curve_fit(fit_wall_mob, xpos15r, tmob15r, p0=[1,1,1,16,4,1,1],maxfev=10000000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "e412e687-a65b-4159-89f4-c8986507fd40",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 1.53130429e-04,  1.32138435e-04,  8.47697061e-05,  2.05006585e-04,\n",
       "       -2.58008670e-04,  1.10985212e-04,  1.62010569e-04, -5.32466103e-04,\n",
       "       -7.82733733e-05, -4.11947391e-05, -1.23021007e-04,  3.41738987e-02,\n",
       "        3.75611125e-04,  1.81176898e-04, -2.01740057e-04, -1.17118004e-04,\n",
       "       -3.45945702e-04,  1.04352203e-04,  3.96734830e-04,  9.86154016e-05,\n",
       "        2.27750921e-04, -4.59694166e-05, -2.17263050e-04,  2.70956685e-03,\n",
       "        4.38423178e-04,  8.25986141e-05,  1.09231357e-04,  3.93846271e-04,\n",
       "       -4.88242215e-05, -3.25118705e-04,  5.35112286e-05, -9.56222075e-05,\n",
       "       -2.23454165e-04, -9.93025052e-05, -1.12823906e-04,  1.27078108e-04,\n",
       "        3.16365414e-04,  3.72641271e-04,  2.45717272e-04,  8.85235051e-04,\n",
       "        4.91681237e-03, -5.21815166e-05,  1.82500136e-04, -7.26775138e-05,\n",
       "        1.04364610e-04,  1.66360001e-04,  1.24584143e-04,  6.66826855e-04,\n",
       "       -6.83361139e-04,  2.06502024e-04, -1.54849266e-04, -3.59376881e-05,\n",
       "       -8.22510282e-05, -9.56222075e-05, -7.62248758e-05,  4.55822820e-05,\n",
       "       -7.52008247e-05, -1.07392958e-04, -1.25438095e-04, -7.35891599e-05,\n",
       "        1.76583375e-04, -8.60391655e-05,  1.18046534e-04, -1.66354364e-04])"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "visclist5000"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "89d7ee77-08df-4710-9c7a-2ab58729e349",
   "metadata": {},
   "outputs": [],
   "source": [
    "ll=6.59e-7\n",
    "fd=1e15\n",
    "\n",
    "length=len(yallLJ400)\n",
    "maxlistLJ400 = np.zeros(length)\n",
    "visclistLJ400 = np.zeros(length)\n",
    "i=0\n",
    "for x in yallLJ400:\n",
    "    params, covs = curve_fit(para, xt, x,p0=[-5e16,6000],maxfev=10000000)\n",
    "    maxlistLJ400[i]=params[1]\n",
    "    visclistLJ400[i] = (fd*ll*ll)/(8*maxlistLJ400[i])\n",
    "    i=i+1\n",
    "    \n",
    "length=len(yallLJ800)\n",
    "maxlistLJ800 = np.zeros(length)\n",
    "visclistLJ800 = np.zeros(length)\n",
    "i=0\n",
    "for x in yallLJ800:\n",
    "    params, covs = curve_fit(para, xt, x,p0=[-5e16,6000],maxfev=10000000)\n",
    "    maxlistLJ800[i]=params[1]\n",
    "    visclistLJ800[i] = (fd*ll*ll)/(8*maxlistLJ800[i])\n",
    "    i=i+1\n",
    "    \n",
    "length=len(yallLJ1600)\n",
    "maxlistLJ1600 = np.zeros(length)\n",
    "visclistLJ1600 = np.zeros(length)\n",
    "i=0\n",
    "for x in yallLJ1600:\n",
    "    params, covs = curve_fit(para, xt, x,p0=[-5e16,6000],maxfev=10000000)\n",
    "    maxlistLJ1600[i]=params[1]\n",
    "    visclistLJ1600[i] = (fd*ll*ll)/(8*maxlistLJ1600[i])\n",
    "    i=i+1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "00817510-75bd-4aee-8387-419742b80e2c",
   "metadata": {},
   "outputs": [],
   "source": [
    "len(visclistLJ800)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7589944d-29d9-449a-926a-8d67ee773c8d",
   "metadata": {},
   "outputs": [],
   "source": [
    "length=len(yall0LN)\n",
    "maxlist0LN = np.zeros(length)\n",
    "visclist0LN = np.zeros(length)\n",
    "i=0\n",
    "for x in yall0LN:\n",
    "    params, covs = curve_fit(para, xt, x,p0=[-5e16,6000],maxfev=10000000)\n",
    "    maxlist0LN[i]=params[1]\n",
    "    visclist0LN[i] = (fd*ll*ll)/(8*maxlist0LN[i])\n",
    "    i=i+1\n",
    "    \n",
    "length=len(yall0LN2)\n",
    "maxlist0LN2 = np.zeros(length)\n",
    "visclist0LN2 = np.zeros(length)\n",
    "i=0\n",
    "for x in yall0LN2:\n",
    "    params, covs = curve_fit(para, xt, x,p0=[-5e16,6000],maxfev=10000000)\n",
    "    maxlist0LN2[i]=params[1]\n",
    "    visclist0LN2[i] = (fd*ll*ll)/(8*maxlist0LN2[i])\n",
    "    i=i+1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "15a570ae-65aa-4423-852f-647ea0976bbc",
   "metadata": {},
   "outputs": [],
   "source": [
    "visclist0LN[0:32]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "c35444e5-13f5-4816-a90d-3c9208b39174",
   "metadata": {},
   "outputs": [],
   "source": [
    "import statistics\n",
    "xdat=[0,0.2625,0.46875,0.9375,1.875,3.75,7.5]\n",
    "ydat=[statistics.mean(visclist0),statistics.mean(visclist350),statistics.mean(visclist625),statistics.mean(visclist1250),statistics.mean(visclist2500),statistics.mean(visclist5000),statistics.mean(visclist10000)]\n",
    "yerr=[2*statistics.stdev(visclist0)/np.sqrt(len(visclist0)),2*statistics.stdev(visclist350)/np.sqrt(len(visclist350)),2*statistics.stdev(visclist625)/np.sqrt(len(visclist625)),2*statistics.stdev(visclist1250)/np.sqrt(len(visclist1250)),2*statistics.stdev(visclist2500)/np.sqrt(len(visclist2500)),2*statistics.stdev(visclist5000)/np.sqrt(len(visclist5000)),2*statistics.stdev(visclist10000)/np.sqrt(len(visclist10000))]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "id": "d1c56977-a144-4b38-a0b3-6a3839330570",
   "metadata": {},
   "outputs": [],
   "source": [
    "import statistics\n",
    "xdat=[0,0.2625,0.46875,0.9375,1.875]\n",
    "xdat=[ 0, 24.45, 43.68, 87.35, 174.71]\n",
    "ydat=[statistics.mean(visclist0),statistics.mean(visclist350),statistics.mean(visclist625),statistics.mean(visclist1250),statistics.mean(visclist2500)]\n",
    "yerr=[2*statistics.stdev(visclist0)/np.sqrt(len(visclist0)),2*statistics.stdev(visclist350)/np.sqrt(len(visclist350)),2*statistics.stdev(visclist625)/np.sqrt(len(visclist625)),2*statistics.stdev(visclist1250)/np.sqrt(len(visclist1250)),2*statistics.stdev(visclist2500)/np.sqrt(len(visclist2500))]\n",
    "ydatinv=[xdat[0]**2/ydat[0],xdat[1]**2/ydat[1],xdat[2]**2/ydat[2],xdat[3]**2/ydat[3],xdat[4]**2/ydat[4]]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e57f01f3-57cd-48a8-87ea-f496d14913ee",
   "metadata": {},
   "outputs": [],
   "source": [
    "xLJdat=[0,0.15,0.3,0.6]\n",
    "yLJdat=[statistics.mean(visclist0),statistics.mean(visclistLJ400),statistics.mean(visclistLJ800),statistics.mean(visclistLJ1600)]\n",
    "yLJerr=[2*statistics.stdev(visclist0)/np.sqrt(len(visclist0)),2*statistics.stdev(visclistLJ400)/np.sqrt(len(visclistLJ400)),2*statistics.stdev(visclistLJ800)/np.sqrt(len(visclistLJ800)),2*statistics.stdev(visclistLJ1600)/np.sqrt(len(visclistLJ1600))]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b183c79e-69fc-4d9f-a078-51f19e3a64e0",
   "metadata": {},
   "outputs": [],
   "source": [
    "xLNdat=[1,0.5,0.25]\n",
    "yLNdat=[statistics.mean(visclist0),statistics.mean(visclist0LN[0:32]),statistics.mean(visclist0LN2)]\n",
    "yLNerr=[2*statistics.stdev(visclist0)/np.sqrt(len(visclist0)),2*statistics.stdev(visclist0LN[0:32])/np.sqrt(len(visclist0LN)/2),2*statistics.stdev(visclist0LN2)/np.sqrt(len(visclist0LN2))]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "8de103f8-528d-467c-956c-7d00af949e65",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[8.820368391790037e-06,\n",
       " 3.613334235333066e-06,\n",
       " 4.230155562376769e-06,\n",
       " 3.477895599951893e-06,\n",
       " 4.499153618437462e-06]"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "yerr"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "id": "3b3bde2e-7aeb-4614-a365-faf3f5934223",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1512x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.rcParams['mathtext.fontset'] = 'cm'\n",
    "plt.rc('text', usetex=True)\n",
    "plt.rc('xtick', labelsize=13) \n",
    "plt.rc('ytick', labelsize=13) \n",
    "plt.rc('axes', linewidth=1.5)\n",
    "fig = plt.figure(figsize=[21,10])\n",
    "plt.subplots_adjust(wspace=0.20)\n",
    "\n",
    "ax1 = fig.add_subplot(1,2,1)\n",
    "\n",
    "ax1.plot(xdat,ydat,color='blue',linewidth=2)\n",
    "ax1.errorbar(xdat, ydat, yerr=yerr, fmt='o')\n",
    "#ax1.plot(xLJdat,yLJdat,color='red',linewidth=2)\n",
    "#ax1.errorbar(xLJdat, yLJdat, yerr=yLJerr, fmt='o')\n",
    "#ax1.plot(xt,para(xt,params[0],params[1]),color='red',linewidth=2, label='0.15M')\n",
    "\n",
    "ax1.set_xlabel(r'$\\varrho$', fontsize=30)\n",
    "ax1.set_ylabel(r\"$\\mu$\", fontsize=30,rotation=0, labelpad=15)\n",
    "#ax1.set_ylim([-20,1444])\n",
    "#ax1.set_xlim([-0.1e-7,2e-7])\n",
    "ax1.tick_params(labelsize=20)\n",
    "ax1.xaxis.set_tick_params(width=1.5)\n",
    "ax1.yaxis.set_tick_params(width=1.5)\n",
    "\n",
    "#fig.savefig(\"profiles.pdf\", bbox_inches = 'tight', pad_inches = 0.05)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f228c907",
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.rcParams['mathtext.fontset'] = 'cm'\n",
    "plt.rc('text', usetex=True)\n",
    "plt.rc('xtick', labelsize=13) \n",
    "plt.rc('ytick', labelsize=13) \n",
    "plt.rc('axes', linewidth=1.5)\n",
    "fig = plt.figure(figsize=[21,10])\n",
    "plt.subplots_adjust(wspace=0.20)\n",
    "\n",
    "ax1 = fig.add_subplot(1,2,1)\n",
    "\n",
    "ax1.plot(xLNdat,yLNdat,color='blue',linewidth=2)\n",
    "ax1.errorbar(xLNdat, yLNdat, yerr=yLNerr, fmt='o')\n",
    "#ax1.plot(xLJdat,yLJdat,color='red',linewidth=2)\n",
    "#ax1.errorbar(xLJdat, yLJdat, yerr=yLJerr, fmt='o')\n",
    "#ax1.plot(xt,para(xt,params[0],params[1]),color='red',linewidth=2, label='0.15M')\n",
    "\n",
    "ax1.set_xlabel(r'$\\mathrm{noise}$', fontsize=30)\n",
    "ax1.set_ylabel(r\"$\\mu$\", fontsize=30,rotation=0, labelpad=15)\n",
    "#ax1.set_ylim([-20,1444])\n",
    "#ax1.set_xlim([-0.1e-7,2e-7])\n",
    "ax1.tick_params(labelsize=20)\n",
    "ax1.xaxis.set_tick_params(width=1.5)\n",
    "ax1.yaxis.set_tick_params(width=1.5)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8270d79d",
   "metadata": {},
   "outputs": [],
   "source": [
    "data = \"~/nerscProject/dladiges/visctest100/0partDet/CPU\"\n",
    "#num = [\"00\",\"01\",\"02\",\"03\",\"04\",\"05\",\"06\",\"07\",\"08\",\"09\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\",\"20\",\"21\",\"22\",\"23\",\"24\",\"25\",\"26\",\"27\",\"28\",\"29\",\"30\",\"31\",\"32\",\"33\",\"34\",\"35\",\"36\",\"37\",\"38\",\"39\",\"40\",\"41\",\"40\",\"41\",\"42\",\"43\",\"44\",\"45\",\"46\",\"47\"]\n",
    "time = \"/plt0000\"+\"00004/\"\n",
    "bins = 64\n",
    "ens= 1\n",
    "yallDet = np.zeros((ens,bins))\n",
    "i=0\n",
    "for i in range(ens):\n",
    "    stri = data + str(i).zfill(2)\n",
    "    xt, yallDet[i] = return_y_plt(stri,time,nbins=bins,field=\"averaged_velx\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a9a34313-5f0f-4c1b-9c93-30414107f136",
   "metadata": {},
   "outputs": [],
   "source": [
    "from scipy.optimize import curve_fit\n",
    "def para(x,a,c):\n",
    "    mid=(x[31]+x[32])/2\n",
    "    return a*(x-mid)**2+c\n",
    "\n",
    "def quart(x,a,b,c):\n",
    "    mid=(x[23]+x[24])/2\n",
    "    return a*(x-mid)**2+b*(x-mid)**4+c\n",
    "\n",
    "ll=6.59e-7\n",
    "fd=1e15\n",
    "\n",
    "length=len(yallDet)\n",
    "maxlistDet = np.zeros(length)\n",
    "visclistDet = np.zeros(length)\n",
    "i=0\n",
    "for x in yallDet:\n",
    "    params, covs = curve_fit(para, xt, x,p0=[-5e16,6000],maxfev=10000000)\n",
    "    params4, covs = curve_fit(quart, xt, x,p0=[-5e16,1e13,6000],maxfev=10000000)\n",
    "    maxlistDet[i]=params[1]\n",
    "    maxlistDet[i]=params[1]\n",
    "    visclistDet[i] = (fd*ll*ll)/(8*maxlistDet[i])\n",
    "    i=i+1\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "b56c3d98-9421-412c-a134-17a2c4e7938b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.00911579, 0.00913671, 0.00908658, 0.00912742, 0.00912589,\n",
       "       0.00914617, 0.00911604, 0.00917265, 0.00912442, 0.00033464])"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "visclist2500[0:10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4f9108c6-abb2-47f6-bcda-7d360bfaea34",
   "metadata": {},
   "outputs": [],
   "source": [
    "yallDet[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "db97faf7-bbab-470e-9dfd-fc510b125260",
   "metadata": {},
   "outputs": [],
   "source": [
    "(fd*ll*ll)/(8*6031.7)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "a247c3a6-b265-4821-8956-e57b0728301e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1512x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.rcParams['mathtext.fontset'] = 'cm'\n",
    "plt.rc('text', usetex=True)\n",
    "plt.rc('xtick', labelsize=13) \n",
    "plt.rc('ytick', labelsize=13) \n",
    "plt.rc('axes', linewidth=1.5)\n",
    "fig = plt.figure(figsize=[21,10])\n",
    "plt.subplots_adjust(wspace=0.20)\n",
    "\n",
    "ax1 = fig.add_subplot(1,2,1)\n",
    "\n",
    "ax1.plot(xt,yall2500[8],color='blue',linewidth=2)\n",
    "\n",
    "#ax1.plot(xLJdat,yLJdat,color='red',linewidth=2)\n",
    "\n",
    "#ax1.plot(xt,para(xt,params[0],params[1]),color='red',linewidth=2, label='0.15M')\n",
    "\n",
    "ax1.set_xlabel(r'$y$', fontsize=30)\n",
    "ax1.set_ylabel(r\"$v_x$\", fontsize=30,rotation=0, labelpad=15)\n",
    "#ax1.set_ylim([-20,1444])\n",
    "#ax1.set_xlim([-0.1e-7,2e-7])\n",
    "ax1.tick_params(labelsize=20)\n",
    "ax1.xaxis.set_tick_params(width=1.5)\n",
    "ax1.yaxis.set_tick_params(width=1.5)\n",
    "\n",
    "#fig.savefig(\"profiles.pdf\", bbox_inches = 'tight', pad_inches = 0.05)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "34260b0a-cecf-417c-8f29-f948cd491dec",
   "metadata": {},
   "outputs": [],
   "source": [
    "params"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3d418730-e359-48ab-8cd6-3765a3e4f584",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "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": "3.8.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}