Commit 7b50d809 authored by Lorenz Halt's avatar Lorenz Halt 🔀
Browse files

a notebook i want to keep

parent b106eb1f
......@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "code",
"execution_count": 4,
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
......@@ -13,7 +13,7 @@
},
{
"cell_type": "code",
"execution_count": 5,
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
......@@ -22,7 +22,7 @@
},
{
"cell_type": "code",
"execution_count": 10,
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
......@@ -38,7 +38,7 @@
},
{
"cell_type": "code",
"execution_count": 20,
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
......@@ -49,7 +49,16 @@
},
{
"cell_type": "code",
"execution_count": 21,
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"meas_path = local_path + \"/lin\""
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
......@@ -62,12 +71,67 @@
},
{
"cell_type": "code",
"execution_count": 22,
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
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0bdvW2WFUSVmxishGY0xiZeu64mB2jfKm9P3Ubq1r95vkbB4e9P7XdLIHepO7Yw6NvZvQu+FNfP32u2xq+BdskZ15wf19Snb9h1EfbiA3v8jZISulaol6nygKrVNPUVc1dXIkjtHxjgfxfvJ6MrZPJcQjlH4Rt7Pukzkstd+CRHTmHc83aH1wBrdNXUt2XqGzw1VK1QL1PlGcbB7EFi93/MJ9nB2KwzTp2pcmbz3B8d1v4YsHV0bcycFlq1lScjPS5FL+z20GnY5+wh/fX8dpTRZKqUrU+0TR794ODH6qu7PDcLjAJi1oP/0dDhyajHtBHlc0vpW0NTtZlDMY03owT7pNo+fRadz0zo+czMl3drhKqQt05MgR+vbtS1xcHPHx8UycONHh26j3iQIo973XtZ1XYAg9ZnzMrtNTMdnH6dXwBoq3pbHgWHdMi6t42O0TuqR/zi3vrSW/qNjZ4SqlLoCbmxv/+te/2LlzJ2vWrGHy5Mns3OnYpyFpoqjjPL19uWrqPJIafENJThqdQ66gYMcxvjx2KaZFf55z/4DWaYv40/SN5BVqslCqtmncuDEJCQkA+Pv707ZtW1JSzr8n+uLo86jrAbvNzpXjp7LyoT8RlXE5XUMH8ePOL/msMJHrm+bx+uF3uS/Jg4fm2Jk0MgGbCz/CRClX9dK6l9idsduhbbYJbsNj3cp8ilGZDh48yObNm+ne3bGn0/WIop4QEXq+9m+SY3+iOPMgPcKHUpx0gk+PXAKRibzlOYmzOxbxzIKdege3UrVQTk4ON9xwAxMmTKBBgwYObVuPKOoREaHXuFf4ceLTNNpeQo+wIaw9uIA5hT24MbKAfx+fyO1r3HjL35MxfVs4O1ylapXf883f0QoLC7nhhhu45ZZbuP766x3evh5R1EM9Hnia1EvSKTz5M93DrsHjaAFzknshYS2Z6jWBT75Zwcdr9amzStUGxhhGjRpF27Zteeihh6plG5oo6qkeo/5O2iUZFKXvplvY1XillvBZWn883D2Z5/MSU7/8hkU/HXN2mEqpSqxatYoZM2awdOlSOnXqRKdOnVi4cKFDt6GnnuqxS0b/nXXF4wldu5Ou4QNZn7yYL6P/yFD7VD7zfIZhs90J8B7MpS1CnR2qUqocPXv2rPZxRT2iqOe63TOWjO6ZFBzfQWLIAEoOF7DI4z78PYUPPV/m4enf81PyKWeHqZRyIk0UisR7xpLRNZPCk3vpFjqY3N1ZrPC/n2iOM8ntdUa/v4r96TnODlMp5SSaKBQAifeNY2+bHRRkHuSSsGs5uj6Z9eEP0qVkO0+Ydxn+9moOncx1dphKKSfQRKF+NeCR1zjWag9F2cfpHnYNm3/4mX1Nx3Ct+Z4/5M/hhYW7KCnReyyUqm80Uajf6PnI86TavsOtuIQ+jUfwzXfJJDceziPun+K1ax5jPt6kN+QpVc9oolD/o8eEyRw6MxcvPOndcDhfrizkeFAvXvOcQs7Ob5i17oizQ1RK1SBNFOp/iJsbl016iyNpM/Cz+9M7bBhz1nhxwiueKZ5vMGP+IlbvO+HsMJVSQF5eHt26daNjx47Ex8fz1FNPOXwbmihUmexu7nR9+w1SDk8n0COUyxveyNzdseS7BfGhxys8MeM7vRJKKRfg6enJ0qVL2bp1K1u2bGHx4sWsWbPGodvQRKHK5enbgI7vvMKxAzMJ8Yqgo28P5h3rSagthzd4mTEfriLrTIGzw1SqXhMR/Pz8gNJnPhUWFjr8HTt6Z7aqkE9gKC3eeJxDf3ubmCZXcybrFMu87+fKnFcYl/08933UgGmjuuNu1+8cqn5LfeEF8nc59jHjnm3b0OjxxyutV1xcTJcuXUhKSmLMmDH6mHFV84IaNqHh87eSlbqGuMBLydmdx2qvu7jctpUWh2bx5Jc79EoopZzIbrezZcsWkpOTWbduHdu3b3do+3pEoaqkcWw8qX85Qu7bu+kS0p+Vu7+gUcdreOr0TG5Y35ypYb6M7tXM2WEq5TRV+eZf3QIDA+nbty+LFy+mXbt2DmtXjyhUlXXuMpCjI70oyE6lR/i1rNgaTIZ7c6b5TGDqwpV8t+u4s0NUqt5JT08nKysLgLNnz7JkyRLatGnj0G1oolC/S99+t7G/0WpKCs7QJ/x6lhzog3tJCR/5vM5js35k7/FsZ4eoVL1y7Ngx+vbtS4cOHejatSv9+/fnmmuuceg29NST+t2u/L8J/Hjv3TTx+iOXh1zLvOOFjAyfxgv2d/nTtAZ8eX8vAnzcnR2mUvVChw4d2Lx5c7Vuo0pHFCIyUET2iEiSiIwtY7mniHxiLV8rIjHnLBtnle8RkQG/o803REQv1HdBIkL3CW+SenA6AK3dOjIveyT9S1YzOHsOw99ZTUFRiZOjVEo5SqWJQkTswGRgEBAHjBSRuPOqjQIyjTEtgNeBl6x144ARQDwwEHhLROyVtSkiiUDQRe6bqkZ2Ly/aTHiKzL3ziPBpjs/pcL4rvJ5H7LNpfGIVczboYz6UqiuqckTRDUgyxuw3xhQAs4Gh59UZCkyzpucC/aT0jo+hwGxjTL4x5gCQZLVXbptWEnkF+PvF7Zqqbn6NoggedwN5x7fROeQKTh1vyE4u4y3Pybw/fynLf053dohKKQeoSqKIBM79ephslZVZxxhTBJwCQipYt6I27wfmG2MqfGGziNwtIhtEZEN6un4gOUtkYi8K/tCYgtNHSQwdyPpDzTE2L/7t+RqPzFzNwRP6DgulajuXuupJRCKAG4E3K6trjJlijEk0xiSGhYVVf3CqXHH9r+d4i50UF+bRI2QAXxwdQlOTwvPyFmNmbiSvsNjZISqlLkJVEkUKEH3OfJRVVmYdEXEDAoCTFaxbXnlnoAWQJCIHAR8RSarivignuuRvT5OS/yVeNl+6ePfmi9xb6G/WcHnaTF5cuMvZ4SmlLkJVEsV6oKWIxIqIB6WD0/PPqzMfuN2aHg4sNaXPdJgPjLCuiooFWgLrymvTGPOVMaaRMSbGGBMDnLEGyJWLExEufe11jiXPpoFHCCG5LfiBYTzi8Skr16xm0U8VnklUSl2k4uJiOnfu7PB7KKAKicIac7gf+BrYBcwxxuwQkWdEZIhVbSoQYn37fwgYa627A5gD7AQWA2OMMcXltenYXVM1ze7pRfzEJ8lIWUHLBglkpESzN685031e57m5q/Sx5EpVo4kTJ9K2bdtqabtKYxTGmIXGmFbGmObGmOetsieNMfOt6TxjzI3GmBbGmG7GmP3nrPu8tV5rY8yiitosY7t+F7d7qqb5h0UQ/Gg/cjL2khByJeuOXYLHmWzekRcZM2M9ZwqKnB2iUnVOcnIyX331FaNHj66W9vXObOVwUR0uYfWVm3Bfnc2lYdfwZepZbon6nNsy3+Afnwfx2k0dHf68fKWc7Yc5P3PiiGOPmkOj/eh1U6tK6z344IO8/PLLZGdXzyN0XOqqJ1V3XHrTfexruBJ38aCd36UsOH0df7AvJXPrAj5ae9jZ4SlVZyxYsIDw8HC6dOlSbdvQIwpVbfqPfZFVDz5NjO+VnMhIZqVnXyb6vceg/zSnU1Qg7aMCnB2iUg5TlW/+1WHVqlXMnz+fhQsXkpeXx+nTp7n11lv56KOPHLYNPaJQ1UZE6PLSo2RmbaNjUG8OHo/iRG4D3vCYxP0z13HqbKGzQ1Sq1nvxxRdJTk7m4MGDzJ49myuuuMKhSQI0Uahq5u3lh991URTkpnNZw+tYmd6XuMKfGZ7zMX+fu1XfjKdULaCJQlW72IFDyYrcic0IPYIH8Gnajdwnn5Oz61veX3XQ2eEpVWf06dOHBQsWOLxdTRSqRiSM/T8On52Ht92XFh4d+CprKG97v817C1ezbE+as8NTSlVAE4WqESJCj3+9RtrRxTT1i4ezsaTnNGCS51v87eMNZOfpeIVSrkoThaoxbp5ehI67juyTe+gU3Jcf0/vRquBn7iyew7vL91fegFLKKTRRqBrVNK47eVdBQf5pLgkZyBfp1zPG/gXbln/Gyr0nnB2eUqoMmihUjet842iO+S7HTTzo4HMFX2dcycue7/PgjJVsTznl7PCUUufRRKGcouczL5Ga+jkhXhH4lfQhLcuX521vM2bmRnLz9XlQSrkSTRTKKcRuJ/7VsZxI/oHm/h3Zlz2ELvk/Mfz0NJ7X91co9bvExMTQvn17OnXqRGJiosPb10d4KKfxD4+kwX1dyJ5+mISQK1iSlsW9kdO5Y31blrVtSN824c4OUalaY9myZYSGhlZL23pEoZyq2aUDSG2zi/zCM3QJGsjXJwcx2XMSU+bO52ROvrPDU0qhRxTKBfR54Fm+v+ceWgbfRqD04UjWbt5r8DgPfhrPlDsu0UeSq1ph2YdTSDvk2Mu8w5s2o+8dd1daT0S46qqrEBHuuece7r678nV+Dz2iUE4nInR95inOpO8g2rcN604mklfojtfeBfqID6WqYOXKlWzatIlFixYxefJkVqxY4dD29YhCuQS/RpF43NGK4s9y6Rk+jIVpdsZHf8DgRa3oFhOsjyRXLq8q3/yrS2RkJADh4eEMGzaMdevWcfnllzusfT2iUC4jptcVZAZvwcvuSwe/vqxLb8ubHpN58ON15Ogls0qVKTc399c32+Xm5vLNN9/Qrl07h25DE4VyKZ3GPsqxYwsI8YqAkqH452Rww+npPPnFdmeHppRLOn78OD179qRjx45069aNwYMHM3DgQIduQ089KZdic3en+TOjSX12KS1CO7EsbRC3R87i7q3xfNYylOsTopwdolIupVmzZmzdurVat6FHFMrlhMa0xmNoCAUFuXQPHsAXqQN50/MdXv9iJfvTHfvyeqVU5TRRKJfUashNpHktx9vNnxbeV7A1vSnjbW8xdu4WfSueUjVME4VyWd2feZa01G+I9G1JTv4VROWm0Cvl33y2KcXZoSlVr2iiUC7L5u5O2+fuJjtjLx2De7P8xED+bJvP/C8/0VNQStUgTRTKpflGN4VBXhQUnqV78CAWpF7FfbbPuPXfP3JCH/GhVI2oUqIQkYEiskdEkkRkbBnLPUXkE2v5WhGJOWfZOKt8j4gMqKxNEZkqIltFZJuIzBURv4vcR1XLtR32B9Ldl+Pt5keE5wBKThYxJHcury/52dmhKVUvVJooRMQOTAYGAXHASBGJO6/aKCDTGNMCeB14yVo3DhgBxAMDgbdExF5Jm38zxnQ0xnQADgP3X+Q+qjqg+7PPkJb6LZG+LUnPG8SfSr4ie/1slu4+7uzQlHK6rKwshg8fTps2bWjbti0//vijQ9uvyhFFNyDJGLPfGFMAzAaGnldnKDDNmp4L9JPSJ7kNBWYbY/KNMQeAJKu9cts0xpwGsNb3BvQSF4XNw4PYf97G6awDdAzuw9dp1/Osxwe8NGc5adl5zg5PKad64IEHGDhwILt372br1q20bdvWoe1XJVFEAkfOmU+2ysqsY4wpAk4BIRWsW2GbIvIBkAq0Ad4sKygRuVtENojIhvT09CrshqrtQmJaU9LLYEqKad+gF8tTu/FI0RQe/mQLJSX6fULVT6dOnWLFihWMGjUKAA8PDwIDAx26DZe8M9sYc6d1eupN4GbggzLqTAGmACQmJuqnRD3R7pbbWbfhSSI8+5OW15vGOTOIODCX91eFM7pXM2eHp+qxrP/so+BorkPb9IjwJfDa5hXWOXDgAGFhYdx5551s3bqVLl26MHHiRHx9fR0WR1WOKFKA6HPmo6yyMuuIiBsQAJysYN1K2zTGFFN6SuqGKsSo6pGEF8aSmb6O1gGJ7M0eyqMyh3mLl7A95ZSzQ1OqxhUVFbFp0ybuvfdeNm/ejK+vL+PHj3foNqpyRLEeaCkisZR+mI8A/nBenfnA7cCPwHBgqTHGiMh84GMReQ2IAFoC6wApq01rXKK5MSbJmh4C7L7YnVR1i5u3D2EP9CZnajLtAnuw6GgybzSZxF9mxfDZX/vh4+GSB8qqjqvsm391iYqKIioqiu7duwMwfPhwhyeKSo8orDGH+4GvgV3AHGPMDhF5RkSGWNWmAiEikgQ8BIy11t0BzAF2AouBMcaY4vLapDSBTBORn4CfgMbAMw7bW1VnNOqQSG7rw9hxo32Dfhw8HsnIU+/x7IKdzg5NqRrVqFEjoqOj2bNnDwDfffcdcXHnX5h6caQuPDcnMTHRbNiwwdlhqBpmjGH9nx8jIuhadmWtpYX/ezzrfgs3jhzNoPaNnR2eqgd27drl8CuMLsSWLVsYPXo0BQUFNGvWjA8++ICgoKDf1CkrVhHZaIxJrKx9PUZXtZaI0PHlcfz8t2m0De/OD2lH+WfjD7ljXis6Rg8hItDb2SEqVSM6depEdX5Z1kd4qFrNMyCIoLs6cPZsBonB/fkh9TKeNW/y0OxNFOsls0o5hCYKVetF9byC0w2342HzoqXvlfidNvRPfpP3ftjv7NCUqhM0Uag6IWHsONJPLKGxTyxHzlzDsJJVfLNsKcdP613bqnrVhnHei41RE4WqE8Rmo+3z95GVsYf2gT1YeOw6xhTN5MFZm/UUlKo2Xl5enDx50qWThTGGkydP4uXldcFt6GC2qjN8G0fhOySEgqVnSQzuz89px2hrZjJ5WSh/7dfS2eGpOigqKork5GRc/TFCXl5eREVd+PvmNVGoOiX2mmFsWPM04YV9CfHoz035U3hsaRsuaxFCl6bBzg5P1THu7u7ExsY6O4xqp6eeVJ3T5eknSD+xkqZ+cezKupa3ZALPf7yEU2cLnR2aUrWSJgpV54ibGy2fvoXT2cl0Du7FiqNX8ucz7/KPz39y6XPJSrkqTRSqTmoQHYPtShslJSW0D+hPXlo07j99ytyNyc4OTalaRxOFqrPaDLuZ/WYJgZ7h+NsSuDl/F1Pnf8f+9Bxnh6ZUraKJQtVpPV94iuMnVtAyIIGDmc15vngSD89aT0FRibNDU6rW0ESh6jQvT1/Cxg4m5+wJuoYOYN/ROAakvcer3+xxdmhK1RqaKFSd16RFJzK7pmMXNzqHjKTlyWPsWvkFK3527WvflXIVmihUvdDj1rtJz1mBt5sfBSUDeN42g+c+Wc6JnHxnh6aUy9NEoeqNTq88wunc0rfifZ8ymMfz3+SxT7foJbNKVUIThao33H398L+zGYUl+SQEXUJBhjfNkz7gw9UHnR2aUi5NE4WqV6ITupPZcC8B7mF4ybXckLeOZYvmsvPoaWeHppTL0kSh6p2Eh+/lePZGmvl3YMepa/m7mcWjH6/ibEGxs0NTyiVpolD1jogQ//wfOZWTTEJwbzamdOXmrH/z7Fc7nR2aUi5JE4Wql7yDQmhwc2OKS4roGjyI8BP5HF7/FYu3H3N2aEq5HE0Uqt6K7tWHU+G78HcPwt9tCI8WfcZLc1dyNOuss0NTyqVoolD1WudH/8qx0+to6hfHwcxreLJwEg/N3qRvxVPqHJooVL0mIrR/8S4ysw/TKagXKSnNSDgyjbeWJTk7NKVchiYKVe95B4ZgH9oAgLiAK7k0+wArl/6HjYcynRyZUq5BE4VSQNxV13KswVbCvZtwtnAQ/yj8hCdnLed0nr4VT6kqJQoRGSgie0QkSUTGlrHcU0Q+sZavFZGYc5aNs8r3iMiAytoUkZlW+XYReV9E3C9yH5Wqku7/eIDjOdtoG9CVPSf78VD2RB6ft1Uf8aHqvUoThYjYgcnAICAOGCkicedVGwVkGmNaAK8DL1nrxgEjgHhgIPCWiNgraXMm0AZoD3gDoy9qD5WqIhGh+f8NI/vMcXqEDSI9tS2RO/7NzLWHnR2aUk5VlSOKbkCSMWa/MaYAmA0MPa/OUGCaNT0X6CciYpXPNsbkG2MOAElWe+W2aYxZaCzAOiDq4nZRqaoLbBiB+7AAikuKiG9wBZdmH+E/Cz5nx9FTzg5NKaepSqKIBI6cM59slZVZxxhTBJwCQipYt9I2rVNOtwGLywpKRO4WkQ0isiE9Xd8roBynRd/+HAvaQpBnQ6TkGh4vnM3jM5eTk1/k7NCUcgpXHsx+C1hhjPmhrIXGmCnGmERjTGJYWFgNh6bquu5jH+Ro9nqa+bdnf8ZA7s2cyOPztul4haqXqpIoUoDoc+ajrLIy64iIGxAAnKxg3QrbFJGngDDgoarshFKOJiK0f/4OsnKS6Rx0OZnH2xK+/d+8/u1eZ4emVI2rSqJYD7QUkVgR8aB0cHr+eXXmA7db08OBpdYYw3xghHVVVCzQktJxh3LbFJHRwABgpDGm5OJ2T6kL5x0YTODtMRSVFNIp8Co6nDzGxpVfk5Fb4OzQlKpRlSYKa8zhfuBrYBcwxxizQ0SeEZEhVrWpQIiIJFF6FDDWWncHMAfYSelYwxhjTHF5bVptvQM0BH4UkS0i8qSD9lWp3y2qaw+yWx7B1y2AcI9reezMdMbOXKGP+FD1itSFc66JiYlmw4YNzg5D1WE/PvQa0R5d2Za5lryQ79nX+1UeHdDG2WEpdVFEZKMxJrGyeq48mK2Uy+g6fgxp2Ul0COpOcXp78pZPZMnO484OS6kaoYlCqSpw8/Ak6oFLyS86Q7sGl9A5I41pcz7h4IlcZ4emVLXTRKFUFYW3ak1ey1T83AJp5Hkd95z+ioenL9dXqKo6TxOFUr9D/D23k8wmGnnHkHdmAHcdn8gTn+nzoFTdpolCqd+p23NjSDu9mzYBieSkdyRi6yQ+0udBqTpME4VSv5Pd3YPmzwwhpyCTriH9iU6zs3zBR2w+rO+vUHWTJgqlLkBAaEPcRwRjgHYBgxl2cgsvfPQVJ3PynR2aUg6niUKpC9Siey8yWyfj5x5EmPs1PJj1Ho/N+lFvxlN1jiYKpS5C4ug7OVKykQifZpzNHsbA/a8ycckeZ4ellENpolDqIvV48a8czd5Fm4AEbCe6kP39myzbnebssJRyGE0USl0km5sb8f+8joyzqSQE9aZdho2psz/lSMYZZ4emlENoolDKAXxDw2l8Z0sKivNp7z+Im9PX8MC0FWTnFTo7NKUumiYKpRwkrFMnsjql42HzItp9MPcfnsCDH63Rm/FUraeJQikH6nbbHznovYlQr0jcC64jcc8Upq484OywlLoomiiUcrDLn3qIw2c2E+sfT9TpePZ+NYmlu/VJs6r20kShlIPZbDa6v/JnMk7tp2NgDzpneDFj5kfsSc12dmhKXRBNFEpVA7unB7GP9CK3IIuuAX0YnLaPJz+Yzwm9c1vVQpoolKom/s2b4TXACxDifK/ijqPzeHja9+QX6WPJVe2iiUKpahQ7cACZsYfxdQ+koe0GBu+axLhPN+mVUKpW0UShVDVLvG8UyZ7bCfduQiRD6LT5JV79erezw1KqyjRRKFUDLnvmfg7mbaGpXxsisnvBstf5ZL2+w0LVDpoolKohPV69l5Sc3bQJSKBNVgxrP3uLLzanODsspSqliUKpGmJ3c6Pj+BGk5x6mU2BPLjvhxtxPZ+ozoZTL00ShVA3y8vOn6bienMo/QfeQAQxPP8kzU+eReirP2aEpVS5NFErVsOCIpgSObgZAu8C+XJ20gqfe+1QfIKhcliYKpZwgql0nMnrl4CYeNPe5igFJ/+GRj1ZRVFzi7NCU+h9VShQiMlBE9ohIkoiMLWO5p4h8Yi1fKyIx5ywbZ5XvEZEBlbUpIvdbZUZEQi9y/5RyWR0GDyIz/gSBHuHEeg7j8q3v88z8n/QeC+VyKk0UImIHJgODgDhgpIjEnVdtFJBpjGkBvA68ZK0bB4wA4oGBwFsiYq+kzVXAlcChi9w3pVxe59tv4kTjA4R6RtDadhVtl4/njW/1HgvlWqpyRNENSDLG7DfGFACzgaHn1RkKTLOm5wL9RESs8tnGmHxjzAEgyWqv3DaNMZuNMQcvcr+UqjUSHryDY26baeTdlGYlA5FFr+ujyZVLqUqiiASOnDOfbJWVWccYUwScAkIqWLcqbSpVb3R97gGOlGwk0qcZ3YsuI/2zfzFn/ZHKV1SqBtTawWwRuVtENojIhvT0dGeHo9RFEREueekBDuavJ9KnGVcW92Df9PF8te2Ys0NTqkqJIgWIPmc+yiors46IuAEBwMkK1q1KmxUyxkwxxiQaYxLDwsJ+z6pKuSQR4bLX/sb+s+to5N2EXqYd66e9qi89Uk5XlUSxHmgpIrEi4kHp4PT88+rMB263pocDS03ppRvzgRHWVVGxQEtgXRXbVKreERF6TXiIlLwdxPi147IzTVj6wXhW7zvh7NBUPVZporDGHO4HvgZ2AXOMMTtE5BkRGWJVmwqEiEgS8BAw1lp3BzAH2AksBsYYY4rLaxNARP4qIsmUHmVsE5H3HLe7Srk+ESHx1T+RcnY/bQMS6JvdnK+mvMzGQ5nODk3VU1IXrtlOTEw0GzZscHYYSjlUcXEx6x/6kCjvVhzI2cU3fgcY8dexxEcEODs0VUeIyEZjTGJl9WrtYLZSdZ3dbqfra3dw5OwuYv3aMuRsO96fMJ7Jy5KcHZqqZzRRKOXC7HY73V8fTWZBKo29m3BNThQHFk9n17HTzg5N1SOaKJRycTabjfhXbuB4wQFaNujAtTkRfP76OB2zUDVGE4VStYDNbqPzq7eSXLiH5v7x9DnbhSVvPsuKn/UeIlX9NFEoVUvYbDa6vzqKw7KLJr4tubr4UtZPeoKvth51dmiqjtNEoVQtIiJc+uLdHPHaTbBnQ66y9yf1vfHMWL3P2aGpOkwThVK1UI+n/0Rq6H4auIdwiXtfSqZN5pWvtlJSUvsvd1euRxOFUrVU4iO3cyr+BN52fy5rcBVRX07lb+8vIa+w2NmhqTpGE4VStViH22+k8Co3iktKuDRwGFetXc3z0xdqslAOpYlCqVqudf8+RP81gdOFmXQM6UefDQcY+9xkdh7Vey2UY2iiUKoO8GnaiLjnBnEi/xCtAzozMjOAV178iCU79cmz6uJpolCqjrD7etPxtVs45XWExt4xPOzeiB9fm8G7y/fpe7jVRdFEoVQdIiLEP/0HJMGGj70BtwZ3wnfGPB7+eANnCoqcHZ6qpTRRKFUHRd/ci4ajWnOmMIc+oT0Ysnozd7y8iN2pOm6hfj9NFErVUb5tool7YSBpRYdp4d+WpzKK+eiFz5m59pCeilK/iyYKpeowm7cXCa/eQkGvALzd/PizTzPsHy7gz/9exYmcfGeHp2oJTRRK1QPNBneg0WOXkCXZ9AzowF3bD/LkU7P5Vq+KUlWgiUKpesInxI/45weR08xGY+8oHrFFsPrND3n8k3Xk5utAtyqfJgql6hGxCW3uvoyAe9qTH1BI0NldfLnhIP1fW87i7cd07EKVSd+ZrVQ9ln8ml5/S8nnii+3sTs3m8lZh/HNIPLGhvs4OTdUAfWe2UqpSnj6+JMYEs+AvPfm/a+LYdCiTAa+v4LkFO8nMLXB2eMpFaKJQSuFmtzGqZyxLH+7N0E4RTF11gMtfWcbb3+/TBwwqTRRKqf8Kb+DFKzd2ZNEDvUhsGsRLi3dz+cvLmLsxmcLiEmeHp5xExyiUUuVau/8kz361k+0pp2kc4MWdl8UwolsTGni5Ozs05QBVHaPQRKGUqlBJiWH5z+lMWbGfH/efxNvdzsB2jRjWOZLLWoRit4mzQ1QXqKqJwq0mglFK1V42m9C3TTh924TzU/IpPl53mAXbjvL55hTC/T0Z2imCYZ2jiIto4OxQVTXRIwql1O+WV1jM0t1pfLYphe/3pFFUYmjTyJ9rO0bQs0Uo7SID9EijFnDoqScRGQhMBOzAe8aY8ect9wSmA12Ak8DNxpiD1rJxwCigGPirMebritoUkVhgNhACbARuM8ZUeJ2eJgqlnCcjt4AF244yb1MKW49kAeDv5Ub32GA6RgUSH9mA+IgAwv09EdHk4UoclihExA78DPQHkoH1wEhjzM5z6twHdDDG/FlERgDDjDE3i0gcMAvoBkQA3wKtrNXKbFNE5gCfGWNmi8g7wFZjzNsVxaiJQinXkJadx5r9Gfy47wRr9mdw4ETur8v8Pd2IDvahSbAPUUHeBPl6EOTjQZCPO4E+Hvh62vF2t+PlbsfT3YaXe+m8u10vzqwujhyj6AYkGWP2Ww3PBoYCO8+pMxR42pqeC0yS0q8OQ4HZxph84ICIJFntUVabIrILuAL4g1VnmtVuhYlCKeUawv29GNIxgiEdIwDIzitk17Fsdh49xYETuRzOOMPPadks25NGflHVLrcVAbsINptgF8Fuk9Iya/788vPX/XUaKaf83Pq/bUDKmalonZr2/u1daRLiU63bqEqiiASOnDOfDHQvr44xpkhETlF66igSWHPeupHWdFlthgBZxpiiMur/hojcDdwN0KRJkyrshlKqpvl7udMtNphuscH/s+xsQTGZZwrIOlNI1pkCcguKySu0fopKyLPmC4pLKC4xFBtDSYmhuARKjKHEGIpL/vtvcQkYzjlDUvbkb55n9dvy38ZXlXVwgSFeD7fqP+KqtVc9GWOmAFOg9NSTk8NRSv1O3h52vD28iQj0dnYoqhJVSUUpQPQ581FWWZl1RMQNCKB0ULu8dcsrPwkEWm2Uty2llFI1qCqJYj3QUkRiRcQDGAHMP6/OfOB2a3o4sNSUHqvNB0aIiKd1NVNLYF15bVrrLLPawGrzywvfPaWUUher0lNP1pjD/cDXlF7K+r4xZoeIPANsMMbMB6YCM6zB6gxKP/ix6s2hdOC7CBhjjCkGKKtNa5OPAbNF5Dlgs9W2UkopJ9Eb7pRSqp7S91EopZRyCE0USimlKqSJQimlVIU0USillKpQnRjMFpF04NBFNBEKnHBQODWhNsVbm2IFjbe61aZ4a1OscGHxNjXGhFVWqU4kioslIhuqMvLvKmpTvLUpVtB4q1ttirc2xQrVG6+eelJKKVUhTRRKKaUqpImi1BRnB/A71aZ4a1OsoPFWt9oUb22KFaoxXh2jUEopVSE9olBKKVUhTRRKKaUqVK8ThYgMFJE9IpIkImOdGEe0iCwTkZ0iskNEHrDKg0VkiYjstf4NsspFRN6w4t4mIgnntHW7VX+viNxe3jYdELNdRDaLyAJrPlZE1loxfWI9Ph7rEfOfWOVrRSTmnDbGWeV7RGRANcYaKCJzRWS3iOwSkR4u3rd/s/4OtovILBHxcqX+FZH3RSRNRLafU+aw/hSRLiLyk7XOGyIX967RcuJ9xfp72CYin4tI4DnLyuy38j4vyvvdODLec5Y9LCJGREKt+ZrpX2NMvfyh9PHm+4BmgAewFYhzUiyNgQRr2h/4GYgDXgbGWuVjgZes6auBRZS+uvcSYK1VHgzst/4NsqaDqinmh4CPgQXW/BxghDX9DnCvNX0f8I41PQL4xJqOs/rcE4i1fhf2aop1GjDamvYAAl21byl99e8BwPucfr3DlfoXuBxIALafU+aw/qT0nTWXWOssAgZVQ7xXAW7W9EvnxFtmv1HB50V5vxtHxmuVR1P6aoZDQGhN9q/D/1PWlh+gB/D1OfPjgHHOjsuK5UugP7AHaGyVNQb2WNPvAiPPqb/HWj4SePec8t/Uc2B8UcB3wBXAAusP7sQ5//F+7VvrD7uHNe1m1ZPz+/vceg6ONYDSD145r9xV+/aX988HW/21ABjgav0LxPDbD16H9Ke1bPc55b+p56h4z1s2DJhpTZfZb5TzeVHR376j4wXmAh2Bg/w3UdRI/9bnU0+//If8RbJV5lTWqYPOwFqgoTHmmLUoFWhoTZcXe03t0wTg70CJNR8CZBljisrY7q8xWctPWfVrKtZYIB34QEpPlb0nIr64aN8aY1KAV4HDwDFK+2sjrtu/v3BUf0Za0+eXV6e7KP1mTSVxlVVe0d++w4jIUCDFGLP1vEU10r/1OVG4HBHxA+YBDxpjTp+7zJSmf6dfyywi1wBpxpiNzo6litwoPYx/2xjTGcil9NTIr1ylbwGsc/tDKU1wEYAvMNCpQf1OrtSflRGRf1D69s2Zzo6lPCLiAzwOPOmsGOpzokih9JzfL6KsMqcQEXdKk8RMY8xnVvFxEWlsLW8MpFnl5cVeE/t0GTBERA4Csyk9/TQRCBSRX16te+52f43JWh4AnKyhWKH0G1OyMWatNT+X0sThin0LcCVwwBiTbowpBD6jtM9dtX9/4aj+TLGmzy93OBG5A7gGuMVKbhcS70nK/904SnNKvzhstf7fRQGbRKTRBcR7Yf3rqHOWte2H0m+a+61fwC+DU/FOikWA6cCE88pf4bcDhC9b04P57QDWOqs8mNLz8UHWzwEguBrj7sN/B7M/5bcDevdZ02P47WDrHGs6nt8OGu6n+gazfwBaW9NPW/3qkn0LdAd2AD5WDNOAv7ha//K/YxQO60/+d7D16mqIdyCwEwg7r16Z/UYFnxfl/W4cGe95yw7y3zGKGunfavkAqS0/lF4x8DOlVzP8w4lx9KT0UH0bsMX6uZrS85/fAXuBb8/5RQsw2Yr7JyDxnLbuApKsnzurOe4+/DdRNLP+AJOs/zieVrmXNZ9kLW92zvr/sPZhDxd5ZUslcXYCNlj9+4X1H8dl+xb4J7Ab2A7MsD60XKZ/gVmUjp8UUnrENsqR/QkkWvu+D5jEeRciOCjeJErP4f/y/+2dyvqNcj4vyvvdODLe85Yf5L+Jokb6Vx/hoZRSqkL1eYxCKaVUFWiiUEopVSFNFEoppSqkiUIppVSFNFEopZSqkCYKpZRSFdJEoZRSqkL/D7vnpko0rUmtAAAAAElFTkSuQmCC\n",
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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure()\n",
"num=-1\n",
"for n in range(0,100):\n",
" for i in range(0,100):\n",
" for j in range(0,100):\n",
" try:\n",
" if n<10:\n",
" if i <10:\n",
" if j<10:\n",
" err,h = read(meas_path + \"/force_meas_2021-03-22_0{}_0{}_0{}.csv\".format(n,i,j))\n",
" else:\n",
" err,h = read(meas_path + \"/force_meas_2021-03-22_0{}_0{}_{}.csv\".format(n,i,j))\n",
" else:\n",
" if j<10:\n",
" err,h = read(meas_path + \"/force_meas_2021-03-22_0{}_{}_0{}.csv\".format(n,i,j))\n",
" else:\n",
" err,h = read(meas_path + \"/force_meas_2021-03-22_0{}_{}_{}.csv\".format(n,i,j))\n",
" else:\n",
" if i<10:\n",
" if j<10:\n",
" err,h = read(meas_path + \"/force_meas_2021-03-22_{}_0{}_0{}.csv\".format(n,i,j))\n",
" else:\n",
" err,h = read(meas_path + \"/force_meas_2021-03-22_{}_0{}_{}.csv\".format(n,i,j))\n",
" else:\n",
" if j<10:\n",
" err,h = read(meas_path + \"/force_meas_2021-03-22_{}_{}_0{}.csv\".format(n,i,j))\n",
" else:\n",
" err,h = read(meas_path + \"/force_meas_2021-03-22_{}_{}_{}.csv\".format(n,i,j))\n",
" num=num+1\n",
" plt.plot(err.T[0],err.T[6], label = num)\n",
" except:\n",
" pass\n",
"#plt.legend()\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
......@@ -82,14 +146,17 @@
"plt.figure()\n",
"n=-1\n",
"for i in range(0,100):\n",
" for j in range(0,100):\n",
" try:\n",
" err,h = read(meas_path + \"/meas_logger_2021-03-18_17_{}_{}.csv\".format(i,j))\n",
" n=n+1\n",
" plt.plot(err.T[0],err.T[1], label = n)\n",
" except:\n",
" pass\n",
"plt.legend()\n",
" for j in range(0,100):\n",
" try:\n",
" if j<10:\n",
" err,h = read(meas_path + \"/lin_meas_2021-03-18_18_{}_0{}.csv\".format(i,j))\n",
" else:\n",
" err,h = read(meas_path + \"/lin_meas_2021-03-18_18_{}_{}.csv\".format(i,j))\n",
" n=n+1\n",
" plt.plot(err.T[0],err.T[4], label = n)\n",
" except:\n",
" pass\n",
"#plt.legend()\n",
"plt.show()"
]
},
......
%% Cell type:code id: tags:
``` python
import matplotlib.pyplot as plt
import numpy as np
import os
```
%% Cell type:code id: tags:
``` python
local_path = "/home/ipa325/Documents"
```
%% Cell type:code id: tags:
``` python
def read(file):
with open(file, 'r') as f:
header_str = f.readline().strip()
data = np.genfromtxt(file,
delimiter=',',
autostrip=True,
skip_header=1)
return data, header_str
```
%% Cell type:code id: tags:
``` python
def error_convergence(data):
y = np.linalg.norm(data[:,1:], ord=2, axis=0)
return y
```
%% Cell type:code id: tags:
``` python
meas_path = local_path + "/lin"
```
%% Cell type:code id: tags:
``` python
meas_path = local_path + "/ilc_Meas"
data_path = local_path + "/test"
plot_path = local_path + "/Plots"
if os.path.exists(plot_path) == False:
os.makedirs(plot_path)
```
%% Cell type:code id: tags:
``` python
plt.figure()
num=-1
for n in range(0,100):
for i in range(0,100):
for j in range(0,100):
try:
if n<10:
if i <10:
if j<10:
err,h = read(meas_path + "/force_meas_2021-03-22_0{}_0{}_0{}.csv".format(n,i,j))
else:
err,h = read(meas_path + "/force_meas_2021-03-22_0{}_0{}_{}.csv".format(n,i,j))
else:
if j<10:
err,h = read(meas_path + "/force_meas_2021-03-22_0{}_{}_0{}.csv".format(n,i,j))
else:
err,h = read(meas_path + "/force_meas_2021-03-22_0{}_{}_{}.csv".format(n,i,j))
else:
if i<10:
if j<10:
err,h = read(meas_path + "/force_meas_2021-03-22_{}_0{}_0{}.csv".format(n,i,j))
else:
err,h = read(meas_path + "/force_meas_2021-03-22_{}_0{}_{}.csv".format(n,i,j))
else:
if j<10:
err,h = read(meas_path + "/force_meas_2021-03-22_{}_{}_0{}.csv".format(n,i,j))
else:
err,h = read(meas_path + "/force_meas_2021-03-22_{}_{}_{}.csv".format(n,i,j))
num=num+1
plt.plot(err.T[0],err.T[6], label = num)
except:
pass
#plt.legend()
plt.show()
```
%%%% Output: display_data
%% Cell type:code id: tags:
``` python
plt.figure()
n=-1
for i in range(0,100):
for j in range(0,100):
try:
err,h = read(meas_path + "/meas_logger_2021-03-18_17_{}_{}.csv".format(i,j))
n=n+1
plt.plot(err.T[0],err.T[1], label = n)
except:
pass
plt.legend()
for j in range(0,100):
try:
if j<10:
err,h = read(meas_path + "/lin_meas_2021-03-18_18_{}_0{}.csv".format(i,j))
else:
err,h = read(meas_path + "/lin_meas_2021-03-18_18_{}_{}.csv".format(i,j))
n=n+1
plt.plot(err.T[0],err.T[4], label = n)
except:
pass
#plt.legend()
plt.show()
```
%%%% Output: display_data
%% Cell type:code id: tags:
``` python
plt.figure()
convergence = []
for i in range(0,100):
try:
err,h = read(data_path + "/read_error/read_error_{}.csv".format(i))
convergence.append( np.max( error_convergence(err) ) )
plt.plot(err.T[0],err.T[1])
except:
pass
plt.show()
print(convergence)
plt.figure()
plt.plot(convergence)
plt.show
```
%%%% Output: display_data
%%%% Output: stream
[0.3410903704328225, 0.07767335881755084, 0.045600072697310486, 0.0314498875514683, 0.017152201812012356, 0.01216333769982565, 0.01023030102196412, 0.008589874446113872, 0.007758369416314233, 0.007036977334054732, 0.006446587624472347, 0.005438211102927139, 0.004384507840111588]
%%%% Output: execute_result
<function matplotlib.pyplot.show(close=None, block=None)>
%%%% Output: display_data
%% Cell type:code id: tags:
``` python
def plot_fct(data_type,data_folder,plot_folder):
plot_path = plot_folder + "/" + data_type
print(plot_path)
if os.path.exists(plot_path) == False:
os.makedirs(plot_path)
data_folder = data_folder + "/" + data_type
data_str = data_type
i=0
while i < 50:
try:
data_path = data_folder + "/" + data_str + "_{}.txt".format(i)
with open(data_path, 'r') as f:
header = f.readline().replace("\n", "")
data = np.genfromtxt(data_path, delimiter=',', names = True , deletechars = "/")
for name in data.dtype.names:
if name != "tick_ms":
plt.figure()
plt.plot(data[data.dtype.names[0]],data[name])
plt.savefig(plot_path + "/" + name + "_{}".format(i))
except:
pass
i=i+1
```
%% Cell type:code id: tags:
``` python
plot_fct("read_error",data_path, plot_path)
```
%%%% Output: stream
/home/victor/Plots/read_error
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
%%%% Output: display_data
%%%% Output: display_data
%%%% Output: display_data
%%%% Output: display_data
%% Cell type:code id: tags:
``` python
plot_fct("resampled_error",data_path, plot_path)
```
%%%% Output: stream
/home/victor/Plots/resampled_error
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
%%%% Output: display_data
%%%% Output: display_data
%%%% Output: display_data
%%%% Output: display_data
%% Cell type:code id: tags:
``` python
plot_fct("trajectory",data_path, plot_path)
```
%%%% Output: stream
/home/victor/Plots/trajectory
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
exception thrown
%%%% Output: display_data