{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "b5f5c2b2-f37c-4a23-8ca5-c5bbd4fe6c54",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "1+1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "e5c316a7-1535-43b7-8e70-1151ba6a3f25",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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qm6wKVkREl2JgIVKhDQcqAACTh3p/h2PqXH5WfIf7h8pNClVCRJ1hYCFSmdKLzfiurB4aCZiVnaJ0OUFjwdh+iAnTe+7vPnNRwWqI6FIMLEQq82lxOQDgxgHx3dqMkLxjYFIE9j05Hc/Mde2tdOBcvcIVEVF7DCxEKmJ3OPHvQteeQXNy0xSuJvhIkoTsPtEAgE2Hq7Dk73thtjkUroqIAAYWItUQQuCPX7jWXokJ0+PWEalKlxSUhqVGwb0+32f7y/HuN2cUrYeIXBhYiFTi/V0leGXzcQDAozOHIrrdeArynQijDpkJbQvJVTdythCRGjCwEKlAdaMFL29yhZX7JmTinhsyFK4ouA1KapvibLU7FayEiNwYWIhU4Ok1B3GhwYJBSRH41Ywh3DNIYQParcnSaLErWAkRuTGwECnI7nDi9a0n8FlxOTQS8PLd1yFEz4XilHbbyLYBz5Ums4KVEJEbAwuRgh58fx9+t/4oAGDRuExkp0UrXBEBroG3D08dBAC40MBl+onUgIGFSCEnqhqw/qBrRduxmXF4ZOZghSui9maPcC3aV8XAQqQK3K2ZSCH/+c61QNyUoUn466IxCldDl0qKDAEAXGyywmp3wqDj73dESuK/QCIFNJhteG/nWQAdx0uQesSG6T07OB+rbIDdwdlCREpiYCFSwHs7S1DTZMWAhHDcmssF4tRIkiRPK8ucP36FR/9drHBFRMGNgYXIx4QQnuX375+UBb2W/wzVqv1eTh/uO6dgJUTEn5REPnasshEnLzTBoNN4BnaSOvWPD+tw38ZuISLFMLAQ+diG1plBNw1MQGQIl99Xs0unmXNNFiLlMLAQ+ZDN4cSHe8sAADOzkxWuhq5m3MD4DvfL6xlYiJTCwELkQ2uKzuNMTTPiww24NZezg9RueGpUh/vn61oUqoSIGFiIfGj1Htdg2x+P748II5dBUjtJkvD3n4713D/HwEKkGAYWIh85U92EXacvQpKA749OV7oc6qbxAxPw4M0DAQDldewSIlIKAwuRj/xl+0kAwKTBiUiNDlW4GuqJ1BjXeizsEiJSDgMLkQ/UNFrw4V7XOh4/nzxQ4Wqop9JiXAGTXUJEymFgIfKBp9cchMXuRG56NMb0j1W6HOqhPq2B5Vhlg8KVEAUvBhYima3aVYJPi8shScATtw6HJElKl0Q9lBrt6hJyCuBPW04oXA1RcGJgIZKR3eHESxuPAQBmDk/BDZlxCldE16L9An+/33BUwUqIgpdqAsu5c+dw7733Ij4+HmFhYbjuuutQWFiodFlEvbLpcCWqGiwAgGfnZStcDRGR/1LFQhC1tbUYP348br75Zqxbtw5JSUk4efIkYmJilC6NqFfe/eYsAOCByVlIjgpRuBrqjfED4/H1iRqlyyAKWqoILP/zP/+DjIwMrFy50vNY//79lSuIyAuqGy345pTrA+7/3NBX4Wqotwq+l4uJv9+CUL1W6VKIgpIquoTWrFmDvLw83HHHHUhKSsKoUaPw5ptvXvE5FosFJpOpw41ITTYdqoQQwIg+0ciIC7v6E0jVYsNd41habA60WB0KV0MUfFQRWE6dOoUVK1Zg0KBB2LBhA+6//3784he/wLvvvtvlcwoKChAdHe25ZWRk+LBioitrtNjx70JuchhIIow66LWuGV61zVaFqyEKPpIQQihdhMFgQF5eHnbs2OF57Be/+AV2796Nb775ptPnWCwWWCwWz32TyYSMjAzU19cjKiqq0+cQ+UJRaR3m/+lrz/3Nv5qErMQIBSsibxnz/CZcaLDgs1/chOy0aKXLIQoIJpMJ0dHRV/38VkULS2pqKoYPH97hsWHDhqGkpKTL5xiNRkRFRXW4EanBx/vOeb7+9cwhDCsBJD7cAACobmQLC5GvqSKwjB8/HkePdlzb4NixY+jXr59CFRFdm9KLzZ6uoIemDMSSm7kMfyBxz/SqrOcmiES+porA8stf/hI7d+7ECy+8gBMnTuD999/HG2+8gSVLlihdGlG3/buwDBN+twWNFjuiQnR4YHKW0iWRl6W5N0Gs555CRL6misAyZswYfPTRR/jHP/6BnJwc/Pd//zdefvllLFiwQOnSiLrFanfilc3HPPdfvWcUwgyqWDWAvCglyrWn0J4ztQpXQhR8VPMTdc6cOZgzZ47SZRBdk/98dx6lF1uQEGHE9kcnM6wEqJsGJeB/Nx3D3pJaCCG4LxSRD6mihYXI3322vxwA8KP8fgwrAWxEn2hoJKDZ6vBsuUBEvsHAQtRLJrMNXx6/AAC4ZUSKwtWQnAw6jWfgbQUH3hL5FAMLUS9tOlQJm0NgYFIEBiZFKl0OySzJPVPIxMBC5EsMLES99GmxqztoTm6qwpWQLyRHGgEwsBD5GgMLUS/UNVux/ZirO2hObprC1ZAveNZiMXEMC5EvMbAQ9cL6AxWwOwWGp0ZhYBJXtA0GyVFsYSFSAgMLUS/8p/g8AGDOSHYHBYuECFdg+VdhGVSwFRtR0GBgIbpGFfVmfHOyBgAwl91BQSPM2DZtvYKtLEQ+w8BCdI3+vO0knAIYmxmHjLgwpcshH5mV3TZ1/XR1k4KVEAUXBhaia1BpMuP9Xa7dxH8xdZDC1ZAvGXQa3NA/DgBQ22RTuBqi4MHAQnQN/rztJKx2J8b0j8W4rHilyyEfiw3XAwAuNlsVroQoeDCwEPXQxSYr3v/W1bry8NTB3E8mCMWFGwAAdU0MLES+wsBC1EMf7i2Dxe7EiD7RGD+QrSvBKCbMFVjYwkLkOwwsRD300b5zAIC7xmSwdSVIxbkDC1tYiHyGgYWoB45WNODgeRP0Wgm3juDaK8EqtrVLqLaZg26JfIWBhaibhBD4w+dHAQBThyZ7PrQo+MSGuQbd1rKFhchnGFiIuumdHWew8VAlAOC+iQMUroaU1NbCwsBC5CsMLETdYLE7sGLrSQDAL6YMxOh+sQpXREpyj2FhCwuR7zCwEHXDvwvLUNVgQWp0CB6cwoXigl1sa2BpsjpgtjkUroYoODCwEF2F3eHEq5uPAwDumzAABh3/2QS7qFAdokNd41iOVTYoXA1RcOBPXqKr+PJ4NSpNFsSFG7Dgxr5Kl0MqIEkS+ieEAwCqTBaFqyEKDgwsRFfxYeu6K7eNTINRp1W4GlKLCKPr/4Umq13hSoiCAwML0RXYHE5sOVIFAJh3XZrC1ZCaRBh1AIAGMwMLkS8wsBBdwZ4ztWi02BEfbsDI9BilyyEVCW8NLE0WBhYiX2BgIbqCL4641l2ZNCQRGg2X4ac2YQZXl1ALZwkR+QQDC1EXnE6BtfsrAADThyUrXA2pTaiegYXIlxhYiLpQWFKLc3UtiDDqcPPQJKXLIZVxBxazlYGFyBcYWIi6sOGAq3VlxvBkhOg5O4g6MrKFhcinGFiIuvBF6+ygacPZHUSX87Sw2JwKV0IUHBhYiDpx6kIjTlU3Qa+VMGFQgtLlkAqFctAtkU8xsBB14j/flQMAxmbGIzJEr3A1pEYhetePT+4lROQbDCxEl3A6Bf65pxQAcEdeusLVkFq1dQkxsBD5AgML0SX2nG2bHTQzO0XpckilQjjolsinGFiILvFxkWvvoFk5KZwdRF3yBBZOaybyCVUElmeeeQaSJHW4paTwN1vyvfN1LfikdbPD+df1UbgaUjPOEiLyLZ3SBbhlZ2dj06ZNnvtaLX+zJd9768vTaLI6MDg5AvlZ8UqXQyrmniXEMSxEvqGawKLT6diqQopqMNs83UGPzhwKLfcOoisI0XEMC5EvqaJLCACOHz+OtLQ0ZGZm4u6778apU6eueLzFYoHJZOpwI7pWQgj8cvV3uNhkRVKkERMHJypdEqlciMH147PF5oAQQuFqiAKfKgLL2LFj8e6772LDhg148803UVFRgXHjxqGmpqbL5xQUFCA6Otpzy8jI8GHFFGje+vI0Nh2uhEGrwYp7R8OgU8U/DVIx9xgWIQCLneNYiOQmCRX+atDU1ISsrCw8+uijWLZsWafHWCwWWCwWz32TyYSMjAzU19cjKirKV6VSAGi02DH2+U1osjrw23nZ+FF+f6VLIj9gczgx6DfrAADfPTUD0WFcYJDoWphMJkRHR1/181s1Y1jaCw8Px4gRI3D8+PEujzEajTAajT6sigLVh3vL0GR1ICsxHD+8sZ/S5ZCf0Gs10Gkk2J0CLTYHosHAQiQnVbZ7WywWHD58GKmpqUqXQgHOYnfgje2u8VI/yu8PSeJAW+o+Lh5H5DuqCCyPPPIItm3bhtOnT+Pbb7/FD37wA5hMJixcuFDp0ijA/X1nCcpqW5AcZeQy/NRjxtaxTlaOYSGSnSq6hMrKynDPPfeguroaiYmJuPHGG7Fz507068fmeZJPXbMVL286BgB4eOpghBlU8c+B/IiBgYXIZ1TxE3rVqlVKl0BB6F97ymAy2zEkORJ3jeEsM+o5d2Cx2NklRCQ3VXQJEfma0ynw3rdnAQCLxvfnInF0TdglROQ7DCwUlL46UY2zNc2INOow77o0pcshP+VpYXEwsBDJjYGFgtJfvz4NAPj+6HSOXaFrZmxdnt/CDRCJZMfAQkHnwLl6bD16AVqNhIXj+itdDvkxg7a1S4gtLESyY2ChoPO3HWcAALeMSEVmQriyxZBf83QJcR0WItkxsFBQqW2y4pPvzgMAFo3jtHnqHc+gW7awEMmOgYWCyqrdpbDancjpE4Xr+8YqXQ75Oa7DQuQ7DCwUNOwOJ97b6ZrKvJDL8JMXeAbdMrAQyY6BhYLGpsNVOFfXgtgwPeaO5FRm6j22sBD5DgMLBQ33YNu7b+jr2bSOqDeMXOmWyGcYWCgoHK1owDenaqCRgHtv5GBb8g6udEvkOwwsFBTe/eYMAGDG8BT0iQlVthgKGOwSIvIdBhYKePUtNny49xwAcKE48qq2LiEGFiK5MbBQwPvXnlK02BwYkhyJGwfEKV0OBRC2sBD5DgMLBbQz1U34343HAAA/zO/HqczkVe6l+bn5IZH8GFgooP1520k0WR0Y0z8Wd+SlK10OBRijnpsfEvkKAwsFLKvdibX7ywEAy6YP8SzyReQt3PyQyHcYWChgbT92ASazHclRRtyQybEr5H1GPTc/JPIVBhYKWGtaNzm8dUQatBqOXSHvYwsLke8wsFBAsjmc+OJIFQBgzshUhauhQMVZQkS+w8BCAWnPmVo0WuxIiDDguvQYpcuhAMXND4l8h4GFAtIXRyoBABMHJ0LD7iCSCVtYiHyHgYUCToPZhtW7SwG4luInkgs3PyTyHQYWCjjv7SyByWxHVmI4pg9PVrocCmDc/JDIdxhYKOB8UuTaN+hnEwdwdhDJil1CRL7DwEIBZX9ZPY5UNECS2B1E8uOgWyLfYWChgHGhwYKFK3cBAG7MjEdsuEHhiijQuVtY7E4Bh1MoXA1RYGNgoYDx78IyXGyyIisxHK8vuF7pcigIuMewAOwWIpIbAwsFBCGEZ+zKTycMYOsK+YSBgYXIZxhYKCD8a08ZjlQ0QK+VMIMzg8hHdBoJUuu4bouDU5uJ5MTAQn7PbHPglc3HAbh2ZY6PMCpcEQULSZLa1mKxsYWFSE4MLOT3Xlx3BOfqWhAZosOP8vspXQ4FGW6ASOQbDCzk1yx2Bz7cWwYA+O95OQg36hSuiIKNUd86tZktLESyYmAhv/bV8WqYzHYkRxlx28g0pcuhIMQWFiLfUGVgKSgogCRJWLp0qdKlkMqt3V8BAJidk8pNDkkRXJ6fyDd61H6+Zs2aHr/B9OnTERoa2u3jd+/ejTfeeAO5ubk9fi8KLla7ExsPuQLLrByuakvKcG//wIXjiOTVo8Ayf/78Hr24JEk4fvw4BgwY0K3jGxsbsWDBArz55pt47rnnevReFHy+OVUDk9mOhAgDxvSPU7ocClIMLES+0eMuoYqKCjidzm7dwsLCevTaS5Yswa233opp06Zd9ViLxQKTydThRsFl3f5yAMDM7BRuckiK0Wld/+/ZnOwSIpJTj1pYFi5c2KPunXvvvRdRUVHdOnbVqlXYu3cvdu/e3a3jCwoK8Oyzz3a7FgosdocTGw66uoNuGZGqcDUUzLQa1+99DgdbWIjk1KMWlpUrV+LkyZPdPn7FihVISEi46nGlpaV4+OGH8d577yEkJKRbr718+XLU19d7bqWlpd2ui/zfrtMXUdtsQ2yYHmMz2R1EytG3tu7Z2SVEJKsedwldf/31GD16NFasWIH6+nqvFFFYWIiqqiqMHj0aOp0OOp0O27Ztw6uvvgqdTgdHJ0teG41GREVFdbhR8Fh7wNUdNGN4CnRaVU52oyDBMSxEvtHjn/Rff/01rr/+ejz22GNITU3Fvffeiy1btvSqiKlTp2L//v0oKiry3PLy8rBgwQIUFRVBq9X26vUpsNgcTqw/UAkAmD2Cs4NIWe4xLHaOYSGSVY8DS35+Pt58801UVFRgxYoVKCsrw7Rp05CVlYXnn38eZWVlPS4iMjISOTk5HW7h4eGIj49HTk5Oj1+PAtumQ5WobrQgIcKAcVlX73IkkpN7DIudY1iIZHXNbemhoaFYuHAhtm7dimPHjuGee+7BX/7yF2RmZuKWW27xZo1EHbz37VkAwF1jMmDQsTuIlKVjlxCRT3hl45WsrCw89thjyMjIwOOPP44NGzb0+jW3bt3a+8Io4Jy80IivT9RAkoB7buirdDlEnsDCQbdE8up1YNm2bRv++te/4oMPPoBWq8Wdd96Jn/zkJ96ojegy/9rj6nKcMiQJ6bE9W+eHSA7uMSwOjmEhktU1BZbS0lK88847eOedd3D69GmMGzcOf/zjH3HnnXciPDzc2zUSeWw+7BpsO29UH4UrIXLxjGFhCwuRrHocWKZPn44tW7YgMTERP/rRj7B48WIMGTJEjtqIOiipacbxqkZoNRImDUpUuhwiAO26hDjolkhWPQ4soaGh+OCDDzBnzhxONyaf+rx1o8O8frGIDtMrXA2Ri5ZjWIh8oseB5Vp2bCbqLZvDib9+dRoAcGsul+In9dBzDAuRT/RoTmhxcTGcPfhHefDgQdjt9h4XRXSpLUeqcL7ejIQII+7My1C6HCIPtrAQ+UaPAsuoUaNQU1PT7ePz8/NRUlLS46KILvXJd+cBAN8blYYQPbsiST107s0PGViIZNWjLiEhBJ588kmEhXVvOqnVar2moojaM9sc+OJwFQBg7sg0hash6ogtLES+0aPAMnHiRBw9erTbx+fn5yM0NLTHRRG1t/3YBbTYHOgTE4oRfaKVLoeog7ZZQhzDQiSnHgUWrj5LSlh/wDU7aGZ2CiRJUrgaoo7YwkLkG9yIhVStxerAxkOuxeJm5XBnZlIfnZZjWIh8gYGFVG3t/nI0WOzIiAtFXr9Ypcshugz3EiLyDQYWUrXVu0sBAHeP6QuNht1BpD7uLiEHV7olkhUDC6nW6eom7DpzERoJ+MHodKXLIeqUu4XFxoXjiGTV692af/nLX2LkyJHIzc1FdnY2jEajN+oiwidF5wAAEwYlIjkqROFqiDrnaWFhlxCRrHodWCZPnozi4mJ89tlnOHjwILRaLbKzs5Gbm4vc3FzMmTPHG3VSkBFCYE2Ra7G4+aO49gqpl17L3ZqJfKHXgWXevHmYN2+e535LSwsOHDiA4uJibN68mYGFrsmBcyacqm5CiF6D6cM5O4jUi2NYiHyjx4ElLy8Po0eP9txyc3Oh17ftnBsaGooxY8ZgzJgxXi2Ugsua71zdQVOHJSPC2OtcTSQbzhIi8o0efxLk5+ejsLAQ7733HlpaWmAwGJCdnY1x48bh7rvvxvjx4+Wok4KIEAKfFZcDAObmsjuI1K1t4TgOuiWSU49nCf3xj3/Ejh07YDKZUFRUhNdffx1jx47Fhg0bMHHiRCxatAhC8DcNunZFpXU4X29GuEGLyUMSlS6H6Ip0Wg66JfKFa57WrNVqkZubi8WLF+P111/HsWPHsH79eqxduxZvv/22N2ukILPhoGtl2ynDkrkzM6melrs1E/mEV9dhmT59Op577jn85S9/8ebLUpD5/JBr76AZw5MVroTo6rQSx7AQ+YLXF4678cYbceLECW+/LAWJE1WNOHWhCXqtxO4g8gvuMSxOBhYiWfU4sPzpT3/Crl27YLFYOv3+hQsXOswaIuoJd+vKuKwERIbw/yNSP84SIvKNHs8SeuKJJ2AymaDT6TB8+HDk5eUhLy8Pw4YNQ3NzM5YvX46JEyfKUSsFAff4lZnZXHuF/IOWg26JfKLHgaW2thYnT55EYWGh5/bBBx+grq4OADB06FD84Q9/8HadFAQq6s34rrQOkgRMG56kdDlE3cIWFiLfuKYVubKyspCVlYU777zT81hZWRlsNhsyMzO9VhwFl42HXa0rozJikBTJvYPIP7gH3Tq4DguRrLy2hGh6OnfTpd75/KBr/Aq7g8ifcPNDIt/w+iwhomthMtuw81QNAGA6pzOTH+HCcUS+wcBCqrD16AXYHAIDkyIwIDFC6XKIus29cBzHsBDJi4GFVGHTIdf4lWnD2LpC/qVtDAsDC5GcGFhIcTaHE1uOVgFgdxD5Hy1nCRH5BAMLKW7X6YtoMNuREGHAdRkxSpdD1CPuMSxc6ZZIXgwspLh1B8oBAFOGJnl+WyXyF2xhIfINVQSWFStWIDc3F1FRUYiKikJ+fj7WrVundFnkAzaHE//5zhVYbhvZR+FqiHpOx2nNRD6hisCSnp6OF198EXv27MGePXswZcoUzJs3DwcPHlS6NJJZ4dla1LfYEBduQH5WvNLlEPWYxrNbMxeOI5KT1xaO6425c+d2uP/8889jxYoV2LlzJ7Kzszt9jsVi6bABo8lkkrVGksfm1tVtJw9JZHcQ+aW2MSwKF0IU4FTRwtKew+HAqlWr0NTUhPz8/C6PKygoQHR0tOeWkZHhwyrJWzYfcc0OmjqUs4PIP7WNYWFiIZKTagLL/v37ERERAaPRiPvvvx8fffQRhg8f3uXxy5cvR319vedWWlrqw2rJG05XN+HUhSboNBImDk5Quhyia6JrXTjOKThTiEhOqugSAoAhQ4agqKgIdXV1+OCDD7Bw4UJs27aty9BiNBphNBp9XCV508ZDrr2DbhwQj8gQvcLVEF0b98JxAOAQAhqwa5NIDqoJLAaDAQMHDgQA5OXlYffu3XjllVfwl7/8ReHKSC4bDrrGr8zIZncQ+S+ttl1gcQrotQoWQxTAVNMldCkhRIdBtRRYjlc2oPBsLTQSMGM4d2cm/6XTdAwsRCQPVbSwPP7445g9ezYyMjLQ0NCAVatWYevWrVi/fr3SpZFM3vryNABg6rBkpESHKFwN0bVrP7uNi8cRyUcVgaWyshI//OEPUV5ejujoaOTm5mL9+vWYPn260qWRDFqsDvyn+DwA4Cc3ZSpcDVHvdBjDwsBCJBtVBJa3335b6RLIhzYerkSz1YH02FCMzYxTuhyiXtFoJEgSIASnNhPJSbVjWChwfVBYBgCYf10fSBJnVJD/4/L8RPJjYCGfqmow48vjFwAAPxidrnA1RN6hZWAhkh0DC/nU1yeq4RRAbno0+ieEK10OkVe4F49jYCGSDwML+dS3py4CAPIHcKNDChxty/MzsBDJhYGFfGrXaVdguYGDbSmAsEuISH4MLOQzVQ1mnKpugiQBef0YWChwMLAQyY+BhXzG3boyNCUK0WHcO4gCB2cJEcmPgYV85usTNQCAGwewdYUCC8ewEMmPgYV8QgiBr064pjNPHJSocDVE3tXWJcSF44jkwsBCPnGmphmlF1ug10occEsBx9PC4mALC5FcGFjIJ75qXSxudL9YhBtVsSMEkdd4xrAIBhYiuTCwkE/sbF1/ZVxWgsKVEHmflgvHEcmOgYVkJ4TAt6ddA2652SEFIh0H3RLJjoGFZHe4vAHVjVYYdRqMzIhRuhwir9O4u4Q4hoVINgwsJLu1+8sBAJMGJyJEr1W4GiLvYwsLkfwYWEhWNY0WvL+rBABwa26qwtUQycM9S8jJQbdEsmFgIVn98YsTuNhkxdCUSMzOYWChwMQWFiL5MbCQbIQQ2HCwAgDw65lDYNDxfzcKTFw4jkh+/AQh2RwqN6G83oxQvRbjB3I6MwUuLhxHJD8GFpLNF4erAADjByZwsC0FNB3HsBDJjoGFZLP5iCuwTB2WpHAlRPLi5odE8mNgIVlUN1rwXVkdAODmIQwsFNh0XOmWSHYMLCSLjYcqIQSQnRaFlOgQpcshkpWGY1iIZMfAQrL4155SAMDckWkKV0IkP8/mh2xhIZINAwt53YmqBuwtqYNWI+H2UX2ULodIdlru1kwkOwYW8rrVu12tKzcPSURSFLuDKPCxhYVIfgws5FV1zVa8/61rKf67x/RVuBoi3+A6LETyY2Ahr/pPcTmarA4MTYnkdGYKGlzplkh+DCzkVf8pOg8A+P716ZAkSeFqiHyDY1iI5MfAQl5zvq4Fu85chCQBc0Zyo0MKHtz8kEh+DCzkNZ8Wu1pXxvSPQ2p0qMLVEPmO1r1wHMewEMmGgYW8Zs13rsByG9deoSCjbf1JyhYWIvkwsJBXnKluwoFzJmg1Em4Zwe4gCi5aLs1PJDsGFvIKd3fQuKx4xIUbFK6GyLd0HHRLJDtVBJaCggKMGTMGkZGRSEpKwvz583H06FGly6JustqdeG+na+0VdgdRMPLMEuIYFiLZqCKwbNu2DUuWLMHOnTuxceNG2O12zJgxA01NTUqXRt2w/dgFVJjMSIgw4rbrGFgo+HCWEJH8dEoXAADr16/vcH/lypVISkpCYWEhJk6c2OlzLBYLLBaL577JZJK1RuraR/vOAQDmXZcGo06rcDVEvseF44jkp4oWlkvV19cDAOLi4ro8pqCgANHR0Z5bRkaGr8qjdmqbrNh4qBIA8D1udEhBSssWFiLZqS6wCCGwbNky3HTTTcjJyenyuOXLl6O+vt5zKy0t9WGV5PZx0TlYHU5kp0Uhp0+00uUQKcLdJeTkoFsi2aiiS6i9Bx98EMXFxfjqq6+ueJzRaITRaPRRVdQZIYRnZ+a7xrCFi4KXe1ozNz8kko+qAstDDz2ENWvWYPv27UhPT1e6HLqKIxUNOFLRAINOw9lBFNQ805rZJUQkG1UEFiEEHnroIXz00UfYunUrMjMzlS6JumFT69iViYMSERPGtVcoeGk4hoVIdqoILEuWLMH777+PTz75BJGRkaioqAAAREdHIzSUe9Ko1eYjVQCAqcOSFK6ESFkcw0IkP1UMul2xYgXq6+sxefJkpKamem6rV69WujTqQnWjBd+V1QEAbh7CwELBzTNLiGNYiGSjihYWwd9K/M7WoxcgBJDTJwop0SFKl0OkKI5hIZKfKlpYyP+4x69MYesKUbsxLFw4jkguDCzUYxebrNh8xBVYZuVwZ2YitrAQyY+BhXrss+LzsDkEcvpEYXhalNLlEClOy92aiWTHwEI99p/vygEA86/jUvxEAKDjwnFEsmNgoR6pMpmx++xFAMAtI9gdRAS03/yQgYVILgws1CPrDlRACOD6vjFIi+EaOUQAAwuRLzCwUI+s3e/qDmLrClEb7tZMJD8GFuq2qgYzdp1xdQfNZmAh8uAsISL5MbBQt60tLocQwHUZMejD7iAiD3YJEcmPgYW67YO95wAA86/jzsxE7em07BIikhsDC3XLqQuN2H+uHlqNhNs4nZmoA63kbmHhSrdEcmFgoW5Zd8C1g/a4rHjEhRsUroZIXdglRCQ/Bhbqls8PugILZwcRXc69cBwDC5F8GFjoqmqbrCg+Vw8AmDKUmx0SXUrLMSxEsmNgoav6+mQ1hAAGJ0cgOSpE6XKIVKdtDAsDC5FcGFjoqr46Xg0AmDAoUeFKiNSJC8cRyY+Bha7I6RTYcrQKADBhUILC1RCpk3vhOMD1b4aIvI+Bha5ob0ktKk0WRBp1yM+KV7ocIlVyj2EB2MpCJBcGFroi93TmacOTYdRpFa6GSJ3at7BwHAuRPBhYqEtCCKxvDSyzclIUroZIvTRS+xYWLh5HJAcGFurSgXMmnKtrQahei4kccEvUJb227Uep3cEWFiI5MLBQlz4/5GpdmTwkEaEGdgcRdUWrkeBuZLGxhYVIFgws1KXNh12zg6YNS1a4EiL1c7ey2NjCQiQLBhbqVHl9Cw6VmyBJrhYWIroygzuw2NnCQiQHBhbq1JYjFwAAozJiEB9hVLgaIvXTe5bnZ2AhkgMDC3XqiyOVAICp7A4i6hZ3l5DVzi4hIjkwsNBlzDYHvjrhWo6fmx0SdU/bGBa2sBDJgYGFLvPNyRqYbU6kRodgaEqk0uUQ+QWDjoGFSE4MLHSZL464ZgdNGZoEqd2CWETUNfdqt1YGFiJZMLDQZb4+6eoOmjSYs4OIuovTmonkxcBCHVSazDh1oQmSBIzN5GaHRN2l13FaM5GcGFiog52nagAAOWnRiA7TK1wNkf8wcFozkawYWKiDb066Akt+FltXiHrCM62ZXUJEsmBgIQ8hhGf8Sv4ABhaintBzpVsiWakmsGzfvh1z585FWloaJEnCxx9/rHRJQedweQNKL7bAqNPghsw4pcsh8itch4VIXqoJLE1NTRg5ciRee+01pUsJWusPlANwzQ4KN+oUrobIvxh0rjEsDCxE8lDNp9Ls2bMxe/bsbh9vsVhgsVg8900mkxxlBZV1ByoAALNHpChcCZH/0Wk4hoVITqppYempgoICREdHe24ZGRlKl+TXTlQ14nhVI/RaCVOGcv8gop5ilxCRvPw2sCxfvhz19fWeW2lpqdIl+TV3d9D4gQmIDuV0ZqKe8nQJcdAtkSxU0yXUU0ajEUajUekyAsba/a7uoFtyUhWuhMg/eVpYnOwSIpKD37awkPeU1DTjULkJWo2E6cPZHUR0LdglRCQvBhbCutbuoBsHxCE23KBwNUT+ieuwEMlLNV1CjY2NOHHihOf+6dOnUVRUhLi4OPTt21fBygKfe3bQLHYHEV0z99L8bGEhkodqAsuePXtw8803e+4vW7YMALBw4UK88847ClUV+MrrW1BUWgdJAmZmszuI6FrpuDQ/kaxUE1gmT54MIfgP3dfWt7au5PWLRVJkiMLVEPkvjmEhkhfHsAQ5dgcReYeeXUJEsmJgCWIV9WbsPnMRADArh6vbEvWGQef6cWpnlxCRLBhYgtinxechBDCmfyz6xIQqXQ6RX9N7xrCwhYVIDgwsQeyTovMAgNuu66NwJUT+j2NYiOTFwBKkTl5oxP5z9dBqJNzC7iCiXuMYFiJ5MbAEqTWtrSsTBiUgPoJbHBD1VtvCcRzDQiQHBpYgJITAf75zBZZ516UpXA1RYOAYFiJ5MbAEoQPnTDhV3QSjToPpw9kdROQN7llCVi7NTyQLBpYg9EnROQDAtGHJiDCqZu1AIr9mbA0sZrtD4UqIAhMDS5BxOgU+LXZtdngbu4OIvCZErwUAWGxsYSGSAwNLkNl15iIqTGZEhugweUii0uUQBYwQfWsLi40tLERyYGAJMu61V2bnpMCo0ypcDVHgCG1tYWFgIZIHA0sQsdqdWHegtTtoJBeLI/Imd5eQmYNuiWTBwBJEdpysRl2zDQkRRuRnxStdDlFACWltsXQ4BRePI5IBA0sQ2XioEgAwMzsZWo2kcDVEgcWob/txym4hIu9jYAkSTqfApsOuwDJteLLC1RAFHqNOA6n19wAzZwoReR0DS5A4cL4elSYLwg1ajGN3EJHXSZLUthYLW1iIvI6BJUi4u4MmDk7k7CAimXjWYuHicURex8ASJDYdrgIATGd3EJFs3ANv2SVE5H0MLEGgqsGMw+UmAMCkwVwsjkguXDyOSD4MLEHgm5M1AIDstCjERxgVroYocHnWYmELC5HXMbAEga+OVwMAbhqYoHAlRIHNyNVuiWTDwBIEvj7hCizjGFiIZBWq547NRHJhYAlwFxosOF9vhiQBef1ilS6HKKCxS4hIPgwsAe5oRQMAoF9cGMKNOoWrIQps7g0QW6x2hSshCjwMLAHuSIVrdtDQlCiFKyEKfO5fChosDCxE3sbAEuCOtLawDE2NVLgSosAXGdIaWMwMLETexsAS4NjCQuQ7kSF6AEAjA8sV2RxOOJzCc9/eel8IgUaLnbtdq5DN4URNowWNCrYeclBDALM7nDhW2QgAGJrCFhYiuUW6u4TMNoUr6TkhBCx2Jyw2J5ptdlhsTjRa7KhttqK22Qaz1QGDTuPp9mq02NBgtqPBbIfJ7Pq60WyH3emEzSFgtjnQYnWg2epwfe2+WR2w2J3QaiTotRLsDgF7a3jRaSTYnQJRITr85tZh+MHojKDeWd7pFHAIAYdTwNRig9nmhM3phM3hhM0uYHU4YLUL2J1OCAFY7E602BwwW11/12abA1a7EzangN3R+jyHgNXhhM1+yX2H6zU0kut1Gsx2NFrsrX/aPAPJn70tGwvH9Vfk74OBJYCdqWmG1e5EqF6LvnFhSpdDFPC62yVksTtwuLwBF5sssNicMNsdsNicsDqcsNqdsNidEELAqNPC7hRwOJ2wOwXsDgGDToMwg9ZzrOfW+qFjueQxa+sHk/t1L32s7bniijV7m8MpOrSyAPAEF5PZjv/6YD+e+/QwRvWLRWa8a9KA3SkQG2ZAVKgOITotQg1axITqERGig1O4XtPZ+gF/6c3e2oITGaJHRlwokqNC4HAKaDWSZ3aXLxWevYgNBytRXFaHRosdTRZXmHNfl0arHcK3l6RbmhQcUM7AEsDc3UFDUiKhCeLfUoh8xd0l1FlgEULg0+JyrNpdgsKztaqe+qxr/RAPNWgRF2ZATJjeE5IaLa41ZiKNOkSGuG96RIboEGHUwaDTQKdxhSr3a4TqXbcQvQYhei3CDK4gZrU7oddqEKLXwClcQS7CqMN7O0vw+pYTaLDYsf3YBWyX+XxDW+s06jSICTPAoJUgADRZ7LjYZIVOq4FBq4FBp4FeK7X+qYFeo4FWI0GnlRATZkBMqB5hxtbwIwCjTgOj3vX3EGF0nXOzxYG9JbVYd6CiRzVqJNe0ea3GtSu4vrUeg1bjaYUKaf17dv+dG/UaGHWtNWrajtdrNdDrpHbnpIFOI0GSJDidAka9pvV66hHRep3df+q0yo0kYWAJYEfKXQNuh3HALZFPuFtYTJd0CdkcTjzx0QGs3lPqeSwu3IA+MaEI0Wtg1Lk+LA06jedPCRKsjrauE/eHjsXuRIvV3vaBpWv7MDW0f6z1g8h46eNaDfStfxovOdag0yBUr4VewQ8lAHhgchbum5CJIxUN+K6sDmW1LWixOqDXSqhptKLRYofF7kSz1Y66ZhsaLXZoJNffkVYjQSMBOo0GGo0ErQbQajTQSoBGklDbbEVZbQss9rbA6O6uAoDyerNPzlEjAbeNTMNNgxIRH25AuFGHMIPr716vlRARooNOo4FWkqDRAOEGXdD/4snAEsA8LSzJDCxEvhDRSZeQEAIPvLcXmw5XQiO5PoznXdcHg5IiIEnB/QF0JTqtBjl9opHTJ9rrr+10CjRZ7dC2jpmpa7LBbHd1ydQ2W+FwCkgSYNRpkRBhhMPZNs7DZnfC0vqn3Sk8A4hrGq1oMNvQZHXAfVUtdifMNgfMdieaLK73izDqEB2qx/dG9cHIjBivn1sgU1Vgef311/H73/8e5eXlyM7Oxssvv4wJEyYoXZbfOtzawjKEM4SIfCIh3LW5aHWjBUIISJKEf+4pxabDlTDqNPjzvaNx89AkhaskjUbydN8BQFS7r0m9VDOtefXq1Vi6dCl+85vfYN++fZgwYQJmz56NkpISpUvzS7VNVpyrawEAZPdhYCHyhaQoV2Cx2J2ob7GhwWxDwbojAIBHZgxhWCHqBdW0sLz00kv4yU9+gp/+9KcAgJdffhkbNmzAihUrUFBQoFhdTRY7mq0OCAgIAdcNAk7haup1j+J2tn4t2n2N1uc4W5/j+lrA5hDYc+YijDoN5o5MQ0yYwet1F56tBQD0jw/jbw9EPhKi1yI2TI/aZhsqTGZsPlyFumYbBiSG48fj+ytdHpFfU0VgsVqtKCwsxGOPPdbh8RkzZmDHjh2dPsdiscBisXjum0wmWWp7edMxvPnlaVleGwCe/OQgokJ06J8Qjr5xYYgK1UOvkVDdZIXTKRBqcI2oB1wbqpltDphtTljsDs/Xrj5S13x71+JLwMVmKwBg4uBE2WonosslR4WgttmGUxea8NaXpwAAv5gySNHZFUSBQBWBpbq6Gg6HA8nJyR0eT05ORkVF51O/CgoK8Oyzz8pem3tQnEZyfS3BNdIcrv8gtY48l1qPlTyPS5d8r+35kuSa/thsseN8vRkmsx3FZfUoLqv3au0ZcaH4v5OyvPqaRHRlmQnhOFLRgKfXHERtsw3948MwJzdV6bKI/J4qAovbpSPm3YPWOrN8+XIsW7bMc99kMiEjI8PrNT1+yzA8fsswr7+uW6PFjvN1LThe2YgKkxmNZtey1LHhrrUAmltXigRczc3udQxC9BqE6Fzz+43tpkXqtK6/L71Wg75xYYpPTyQKNjl9orHuQAUuNLhagH8+eSBbV4i8QBWBJSEhAVqt9rLWlKqqqstaXdyMRiOMRqMvypNVhFGHwcmRGMypx0QB4aaBCfj9hqMAgD4xoZg/qo/CFREFBlXEfoPBgNGjR2Pjxo0dHt+4cSPGjRunUFVERD03MiMGP8rvhz4xofj9D3Jh0KnixyyR31NFCwsALFu2DD/84Q+Rl5eH/Px8vPHGGygpKcH999+vdGlERD3y23k5+O08pasgCiyqCSx33XUXampq8Nvf/hbl5eXIycnB2rVr0a9fP6VLIyIiIoVJQqhxP8ieM5lMiI6ORn19PaKiuFAaERGRP+ju5zc7V4mIiEj1GFiIiIhI9RhYiIiISPUYWIiIiEj1GFiIiIhI9RhYiIiISPUYWIiIiEj1GFiIiIhI9RhYiIiISPUYWIiIiEj1GFiIiIhI9RhYiIiISPVUs1tzb7n3cDSZTApXQkRERN3l/ty+2l7MARNYGhoaAAAZGRkKV0JEREQ91dDQgOjo6C6/L4mrRRo/4XQ6cf78eURGRkKSJJ+/v8lkQkZGBkpLS6+4Pba/4vn5v0A/R56f/wv0c+T5dU4IgYaGBqSlpUGj6XqkSsC0sGg0GqSnpytdBqKiogLyf0Q3np//C/Rz5Pn5v0A/R57f5a7UsuLGQbdERESkegwsREREpHoMLF5iNBrx9NNPw2g0Kl2KLHh+/i/Qz5Hn5/8C/Rx5fr0TMINuiYiIKHCxhYWIiIhUj4GFiIiIVI+BhYiIiFSPgYWIiIhUj4HFC15//XVkZmYiJCQEo0ePxpdffql0SV7xzDPPQJKkDreUlBSly+qV7du3Y+7cuUhLS4MkSfj44487fF8IgWeeeQZpaWkIDQ3F5MmTcfDgQWWKvQZXO79FixZddk1vvPFGZYq9BgUFBRgzZgwiIyORlJSE+fPn4+jRox2O8edr2J3z8/druGLFCuTm5noWF8vPz8e6des83/fn6wdc/fz8/fpdqqCgAJIkYenSpZ7H5LqGDCy9tHr1aixduhS/+c1vsG/fPkyYMAGzZ89GSUmJ0qV5RXZ2NsrLyz23/fv3K11SrzQ1NWHkyJF47bXXOv3+7373O7z00kt47bXXsHv3bqSkpGD69OmevarU7mrnBwCzZs3qcE3Xrl3rwwp7Z9u2bViyZAl27tyJjRs3wm63Y8aMGWhqavIc48/XsDvnB/j3NUxPT8eLL76IPXv2YM+ePZgyZQrmzZvn+UDz5+sHXP38AP++fu3t3r0bb7zxBnJzczs8Lts1FNQrN9xwg7j//vs7PDZ06FDx2GOPKVSR9zz99NNi5MiRSpchGwDio48+8tx3Op0iJSVFvPjii57HzGaziI6OFn/+858VqLB3Lj0/IYRYuHChmDdvniL1yKGqqkoAENu2bRNCBN41vPT8hAi8ayiEELGxseKtt94KuOvn5j4/IQLn+jU0NIhBgwaJjRs3ikmTJomHH35YCCHvv0G2sPSC1WpFYWEhZsyY0eHxGTNmYMeOHQpV5V3Hjx9HWloaMjMzcffdd+PUqVNKlySb06dPo6KiosP1NBqNmDRpUsBcTwDYunUrkpKSMHjwYNx3332oqqpSuqRrVl9fDwCIi4sDEHjX8NLzcwuUa+hwOLBq1So0NTUhPz8/4K7fpefnFgjXb8mSJbj11lsxbdq0Do/LeQ0DZvNDJVRXV8PhcCA5ObnD48nJyaioqFCoKu8ZO3Ys3n33XQwePBiVlZV47rnnMG7cOBw8eBDx8fFKl+d17mvW2fU8e/asEiV53ezZs3HHHXegX79+OH36NJ588klMmTIFhYWFfrf6phACy5Ytw0033YScnBwAgXUNOzs/IDCu4f79+5Gfnw+z2YyIiAh89NFHGD58uOcDzd+vX1fnBwTG9Vu1ahX27t2L3bt3X/Y9Of8NMrB4gSRJHe4LIS57zB/Nnj3b8/WIESOQn5+PrKws/O1vf8OyZcsUrExegXo9AeCuu+7yfJ2Tk4O8vDz069cPn332GW6//XYFK+u5Bx98EMXFxfjqq68u+14gXMOuzi8QruGQIUNQVFSEuro6fPDBB1i4cCG2bdvm+b6/X7+uzm/48OF+f/1KS0vx8MMP4/PPP0dISEiXx8lxDdkl1AsJCQnQarWXtaZUVVVdli4DQXh4OEaMGIHjx48rXYos3DOgguV6AkBqair69evnd9f0oYcewpo1a7Blyxakp6d7Hg+Ua9jV+XXGH6+hwWDAwIEDkZeXh4KCAowcORKvvPJKwFy/rs6vM/52/QoLC1FVVYXRo0dDp9NBp9Nh27ZtePXVV6HT6TzXSY5ryMDSCwaDAaNHj8bGjRs7PL5x40aMGzdOoarkY7FYcPjwYaSmpipdiiwyMzORkpLS4XparVZs27YtIK8nANTU1KC0tNRvrqkQAg8++CA+/PBDfPHFF8jMzOzwfX+/hlc7v8742zXsjBACFovF769fV9zn1xl/u35Tp07F/v37UVRU5Lnl5eVhwYIFKCoqwoABA+S7hr0askti1apVQq/Xi7ffflscOnRILF26VISHh4szZ84oXVqv/epXvxJbt24Vp06dEjt37hRz5swRkZGRfn1uDQ0NYt++fWLfvn0CgHjppZfEvn37xNmzZ4UQQrz44osiOjpafPjhh2L//v3innvuEampqcJkMilcefdc6fwaGhrEr371K7Fjxw5x+vRpsWXLFpGfny/69OnjN+f3wAMPiOjoaLF161ZRXl7uuTU3N3uO8edreLXzC4RruHz5crF9+3Zx+vRpUVxcLB5//HGh0WjE559/LoTw7+snxJXPLxCuX2fazxISQr5ryMDiBX/6059Ev379hMFgENdff32HKYj+7K677hKpqalCr9eLtLQ0cfvtt4uDBw8qXVavbNmyRQC47LZw4UIhhGtK3tNPPy1SUlKE0WgUEydOFPv371e26B640vk1NzeLGTNmiMTERKHX60Xfvn3FwoULRUlJidJld1tn5wZArFy50nOMP1/Dq51fIFzDxYsXe35eJiYmiqlTp3rCihD+ff2EuPL5BcL168ylgUWuaygJIUTv2miIiIiI5MUxLERERKR6DCxERESkegwsREREpHoMLERERKR6DCxERESkegwsREREpHoMLERERKR6DCxERESkegwsRNQrzzzzDK677jqfv+/WrVshSRIkScL8+fNlfS/3+8TExMj6PkTUNQYWIuqS+4O6q9uiRYvwyCOPYPPmzYrVePToUbzzzjuyvkd5eTlefvllWd+DiK5Mp3QBRKRe5eXlnq9Xr16Np556CkePHvU8FhoaioiICERERChRHgAgKSlJ9paPlJQUREdHy/oeRHRlbGEhoi6lpKR4btHR0ZAk6bLHLu0SWrRoEebPn48XXngBycnJiImJwbPPPgu73Y5f//rXiIuLQ3p6Ov761792eK9z587hrrvuQmxsLOLj4zFv3jycOXOmxzVPnjwZDz30EJYuXYrY2FgkJyfjjTfeQFNTE3784x8jMjISWVlZWLdunec5tbW1WLBgARITExEaGopBgwZh5cqV1/rXRkQyYGAhIq/74osvcP78eWzfvh0vvfQSnnnmGcyZMwexsbH49ttvcf/99+P+++9HaWkpAKC5uRk333wzIiIisH37dnz11VeIiIjArFmzYLVae/z+f/vb35CQkIBdu3bhoYcewgMPPIA77rgD48aNw969ezFz5kz88Ic/RHNzMwDgySefxKFDh7Bu3TocPnwYK1asQEJCglf/ToiodxhYiMjr4uLi8Oqrr2LIkCFYvHgxhgwZgubmZjz++OMYNGgQli9fDoPBgK+//hoAsGrVKmg0Grz11lsYMWIEhg0bhpUrV6KkpARbt27t8fuPHDkSTzzxhOe9QkNDkZCQgPvuuw+DBg3CU089hZqaGhQXFwMASkpKMGrUKOTl5aF///6YNm0a5s6d682/EiLqJY5hISKvy87OhkbT9vtQcnIycnJyPPe1Wi3i4+NRVVUFACgsLMSJEycQGRnZ4XXMZjNOnjzZ4/fPzc297L1GjBjRoR4Anvd/4IEH8P3vfx979+7FjBkzMH/+fIwbN67H70tE8mFgISKv0+v1He5LktTpY06nEwDgdDoxevRo/P3vf7/stRITE73+/pIked4XAGbPno2zZ8/is88+w6ZNmzB16lQsWbIEf/jDH3r83kQkDwYWIlLc9ddfj9WrVyMpKQlRUVGK1JCYmIhFixZh0aJFmDBhAn79618zsBCpCMewEJHiFixYgISEBMybNw9ffvklTp8+jW3btuHhhx9GWVmZ7O//1FNP4ZNPPsGJEydw8OBBfPrppxg2bJjs70tE3cfAQkSKCwsLw/bt29G3b1/cfvvtGDZsGBYvXoyWlhaftLgYDAYsX74cubm5mDhxIrRaLVatWiX7+xJR90lCCKF0EUREPbV161bcfPPNqK2t9cmS+e+88w6WLl2Kuro62d+LiC7HMSxE5NfS09Mxd+5c/OMf/5DtPSIiImC32xESEiLbexDRlbGFhYj8UktLC86dOwfAFShSUlJke68TJ04AcE2RzszMlO19iKhrDCxERESkehx0S0RERKrHwEJERESqx8BCREREqsfAQkRERKrHwEJERESqx8BCREREqsfAQkRERKrHwEJERESq9/8D+iohmXYeTzMAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "shot_no = 51041\n",
    "identifier = \"Ip.csv\"\n",
    "DAS='Diagnostics/BasicDiagnostics/Results/'\n",
    "# create data cache in the 'golem_cache' folder\n",
    "ds = np.DataSource('golem_cache')\n",
    "#Create a path to data and download and open the file\n",
    "base_url = \"http://golem.fjfi.cvut.cz/shots/\"\n",
    "data_file = ds.open(base_url + str(shot_no)+ '/' +DAS +identifier)\n",
    "#Load data from the file and plot to screen and to disk\n",
    "data = np.loadtxt(data_file,delimiter=\",\")\n",
    "plt.plot(data[:,0], data[:,1]) #1. column vs 2. column\n",
    "plt.xlabel('Time [ms]');plt.ylabel('$U_l$ [V]');\n",
    "plt.savefig('graph.jpg')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "d14a4de2-4954-4958-97ad-adb291635fe4",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "❌ Shot 51040: failed to load U_loop.csv ([Errno 2] No such file or directory: 'http://golem.fjfi.cvut.cz/shots/51040/Diagnostics/BasicDiagnostics/Results/U_loop.csv')\n",
      "❌ Shot 51039: failed to load U_loop.csv ([Errno 2] No such file or directory: 'http://golem.fjfi.cvut.cz/shots/51039/Diagnostics/BasicDiagnostics/Results/U_loop.csv')\n",
      "❌ Shot 51041: failed to load U_loop.csv ([Errno 2] No such file or directory: 'http://golem.fjfi.cvut.cz/shots/51041/Diagnostics/BasicDiagnostics/Results/U_loop.csv')\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "DAS = \"Diagnostics/BasicDiagnostics/Results/\"\n",
    "base_url = \"http://golem.fjfi.cvut.cz/shots/\"\n",
    "\n",
    "shot_nos = [51040, 51039, 51041]\n",
    "identifier = \"U_loop.csv\"\n",
    "\n",
    "plt.figure()\n",
    "\n",
    "for shot_no in shot_nos:\n",
    "    url = f\"{base_url}{shot_no}/{DAS}{identifier}\"\n",
    "    try:\n",
    "        with open(url) as f:\n",
    "            data = np.loadtxt(f, delimiter=\",\")\n",
    "        plt.plot(data[:, 0], data[:, 1], label=str(shot_no))\n",
    "    except Exception as e:\n",
    "        print(f\"❌ Shot {shot_no}: failed to load {identifier} ({e})\")\n",
    "\n",
    "plt.xlabel(\"Time [ms]\")\n",
    "plt.ylabel(r\"$U_{loop}$ [V]\")\n",
    "plt.legend(title=\"Shot\")\n",
    "plt.grid(True, alpha=0.3)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "991349b7-611b-480a-9d49-bd02cd10e3cc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from urllib.request import Request, urlopen\n",
    "\n",
    "DAS = \"Diagnostics/BasicDiagnostics/Results/\"\n",
    "base_url = \"http://golem.fjfi.cvut.cz/shots/\"\n",
    "\n",
    "shot_nos = [51040, 51039, 51041]\n",
    "identifier = \"U_loop.csv\"\n",
    "\n",
    "plt.figure()\n",
    "plotted_any = False\n",
    "\n",
    "for shot_no in shot_nos:\n",
    "    url = f\"{base_url}{shot_no}/{DAS}{identifier}\"\n",
    "    try:\n",
    "        req = Request(url, headers={\"User-Agent\": \"Mozilla/5.0\"})\n",
    "        with urlopen(req) as f:\n",
    "            data = np.loadtxt(f, delimiter=\",\")\n",
    "        plt.plot(data[:, 0], data[:, 1], label=str(shot_no))\n",
    "        plotted_any = True\n",
    "    except Exception as e:\n",
    "        print(f\"⚠ Shot {shot_no}: failed ({e})\")\n",
    "\n",
    "if plotted_any:\n",
    "    plt.xlabel(\"Time [ms]\")\n",
    "    plt.ylabel(r\"$U_{\\mathrm{loop}}$ [V]\")\n",
    "    plt.legend(title=\"Shot\")\n",
    "    plt.grid(True, alpha=0.3)\n",
    "    plt.savefig(\"compare_Uloop_shots.jpg\", dpi=200, bbox_inches=\"tight\")\n",
    "    plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c8d4a225-6e95-41d7-8350-8c299ade6347",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
