Example_plot_ARPES.ipynb 590 KB
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{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "%run Macros_29id/pynData/IEX_wrapper.py"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'EA_exp' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-1-24e9ebdceebb>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;31m#loading all scans from a given sample\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mS302\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mEA_exp\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m293\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m: name 'EA_exp' is not defined"
     ]
    }
   ],
   "source": [
    "#loading all scans from 1, 293 for sample S302\n",
    "S302=EA_exp(1,293)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#plotting a single image; scanNum = 293\n",
    "niceplot(S302.scan[293])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 139,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#ploting an EDC for scanNum 141\n",
    "niceplot_avg(S302.scan[141],ax='x')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 140,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Dimension y mismatch!\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "Ni_Res=mkEDCstack(S302,6,95,countby=1)\n",
    "niceplot(Ni_Res)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 5 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "Compare2D(S302.scan[127],S302.scan[143],intScale=.5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 142,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Dimension z mismatch!\n"
     ]
    }
   ],
   "source": [
    "Ni_Res3D=mkStack(S302,6,48,countby=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 143,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<pynData.nData at 0x7f3f04ddbb38>,\n",
       " <pynData.nData at 0x7f3f04ddba20>,\n",
       " <pynData.nData at 0x7f3f04ddbcc0>,\n",
       " <pynData.nData at 0x7f3f0522b710>)"
      ]
     },
     "execution_count": 143,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 360x360 with 5 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot3D(Ni_Res3D)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "S302a=EA_exp(150,293)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<__main__.EA_exp at 0x7f0fa2a5cda0>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "S302a.updateExp(294,301)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "plt.plot(S302a.scan[300].scale['y'],S302a.scan[300].extras['EDC']*2)\n",
    "plt.plot(S302a.scan[301].scale['y'],S302a.scan[301].extras['EDC'])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(301,)"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "S302a.scan[300].scale['y'].shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/net/s29data/export/data_29idc/2021_1/ZXShen/netCDF/\n",
      "Loaded scanNums:\n",
      "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]\n"
     ]
    }
   ],
   "source": [
    "data=EA_exp(1,inf)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotEDCs(data.scan[6],data.scan[7],Escale='BE',wk=4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x7ff5679a7278>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "for scanNum in range(5,12):\n",
    "\tplotEDCs(data.scan[scanNum],Escale='BE')\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 183,
   "metadata": {},
   "outputs": [],
   "source": [
    "FM=mkStack(data,7,72,countby=1,setscale=(8,-.25,'th'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 184,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The 3-dim data has shape (66, 481, 1392)\n",
      "Axis x: size - 1392, unit - Kinetic Energy (eV)\n",
      "Axis y: size - 481, unit - Degrees\n",
      "Axis z: size - 66, unit - th\n"
     ]
    }
   ],
   "source": [
    "FM.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 190,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/beams22/29IDUSER/Documents/User_Macros/Macros_29id/pynData/pynData.py:712: MatplotlibDeprecationWarning: shading='flat' when X and Y have the same dimensions as C is deprecated since 3.3.  Either specify the corners of the quadrilaterals with X and Y, or pass shading='auto', 'nearest' or 'gouraud', or set rcParams['pcolor.shading'].  This will become an error two minor releases later.\n",
      "  im1 = ax1.pcolormesh(xyScale[0], xyScale[1], zImage)\n",
      "/home/beams22/29IDUSER/Documents/User_Macros/Macros_29id/pynData/pynData.py:726: MatplotlibDeprecationWarning: shading='flat' when X and Y have the same dimensions as C is deprecated since 3.3.  Either specify the corners of the quadrilaterals with X and Y, or pass shading='auto', 'nearest' or 'gouraud', or set rcParams['pcolor.shading'].  This will become an error two minor releases later.\n",
      "  im2 = ax2.pcolormesh(xzScale[0], xzScale[1], yImage)\n",
      "/home/beams22/29IDUSER/Documents/User_Macros/Macros_29id/pynData/pynData.py:733: MatplotlibDeprecationWarning: shading='flat' when X and Y have the same dimensions as C is deprecated since 3.3.  Either specify the corners of the quadrilaterals with X and Y, or pass shading='auto', 'nearest' or 'gouraud', or set rcParams['pcolor.shading'].  This will become an error two minor releases later.\n",
      "  im3 = ax3.pcolormesh(zyScale[0], zyScale[1], xImage.transpose())\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(<pynData.nData at 0x7f52264138d0>,\n",
       " <pynData.nData at 0x7f52264139e8>,\n",
       " <pynData.nData at 0x7f5226413a20>,\n",
       " <pynData.nData at 0x7f52265a7b70>)"
      ]
     },
     "execution_count": 190,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 360x360 with 5 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot3D(FM,xCen=496.75,xWidthPix=10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 196,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_keys(['fileInfo', 'detInfo', 'wk', 'hv', 'angScale', 'KEscale', 'TA', 'TB', 'TEY', 'TEY2', 'Kinetic Energy (eV)', 'Degrees', 'BeamlineInfo', 'Motors', 'scanNum'])"
      ]
     },
     "execution_count": 196,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.scan[6].extras.keys()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 201,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'source': 'APS_IEX',\n",
       " 'lensMode': 'Angular',\n",
       " 'acqMode': 2,\n",
       " 'passEnergy': 7,\n",
       " 'kineticEnergy': 490.0,\n",
       " 'frames': 80,\n",
       " 'sweeps': 1}"
      ]
     },
     "execution_count": 201,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.scan[8].extras['detInfo']"
   ]
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  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "data.sta"
   ]
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  }
 ],
 "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": 4
}