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notebooks/Read_Heliopropa_Nc.ipynb 145 KB
ac775525   hitier   New notebooks cap...
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{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "69fb1bf0-692c-4c4e-8fe5-fb57684f7e15",
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "import os\n",
    "from netCDF4 import Dataset, chartostring\n",
    "import pandas as pd\n",
    "from datetime import datetime\n",
    "from numpy import array2string\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "\n",
    "nc2df_variables_dict = {'Time': 'Time',\n",
    "                        'Mag_Field': 'B', \n",
    "                        'Density': 'N',\n",
    "                        'Temperature': 'T', \n",
    "                        'Delta_angle': 'Delta_angle',\n",
    "                        'P_dyn': 'P_dyn',\n",
    "                       }\n",
    "\n",
    "def nc2df(filepath):\n",
    "    # Open the netCDF file\n",
    "    data = Dataset(filepath)\n",
    "\n",
    "    df_variables = {}\n",
    "    for df_key, nc_key in nc2df_variables_dict.items():\n",
    "        df_variables[df_key] = data.variables[nc_key]\n",
    "\n",
    "    Time = df_variables['Time']\n",
    "\n",
    "    ### DEAL WITH TIME COLUMN\n",
    "    \n",
    "    # 1- convert ndarra to python string\n",
    "    Time = [array2string(chartostring(time[:13])) for time in Time]\n",
    "    \n",
    "    # 2- isolate the year day number, and add +1\n",
    "    Time = [  (time[1:5], int(time[5:8])+1, time[8:10], time[10:12], time[12:14]) for time in Time]\n",
    "    \n",
    "    # 3- convert back to string\n",
    "    Time = [ \"{}{:03d}{}{}{}\".format(*time) for time in Time ]\n",
    "    \n",
    "    # 4- parse time\n",
    "    Time = [ datetime.strptime(time, \"%Y%j%H%M%S\") for time in Time]\n",
    "\n",
    "    # 5- set back to dict \n",
    "    df_variables['Time'] = Time\n",
    "    \n",
    "    ### Create a Pandas dataframe indexed with time\n",
    "    # 1- map the dict to a dataframe, like the following commented line :\n",
    "    # df = pd.DataFrame({'Time': Time[:], 'Temperature': T[:], 'Density': N[:]}, 'Mag': B[:], 'P_dyn': P_dyn[:], 'DA': Delta_angle[:])\n",
    "    dataframe_dict = { key: col[:] for key, col in df_variables.items()}\n",
    "    df = pd.DataFrame( dataframe_dict)\n",
    "    \n",
    "    # time index   \n",
    "    df.set_index('Time', inplace=True)\n",
    "    # df.index = pd.to_datetime(df.index)\n",
    "\n",
    "    \n",
    "    # close the netcdf file\n",
    "    data.close()\n",
    "\n",
    "    return df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "e471f933-a94a-41b2-9964-e30ccd5f5349",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<bound method NDFrame.head of                      Mag_Field    Density  Temperature  Delta_angle    P_dyn\n",
      "Time                                                                        \n",
      "2023-01-01 00:00:00  -6.287470  22.381100     7.345888   131.667007  3.80780\n",
      "2023-01-01 01:00:00  -6.287470  22.381100     7.345888   131.779999  3.80780\n",
      "2023-01-01 02:00:00  -6.287470  22.381100     7.345888   131.893997  3.80780\n",
      "2023-01-01 03:00:00  -6.287470  22.381100     7.345888   132.007004  3.80780\n",
      "2023-01-01 04:00:00  -6.287470  22.381100     7.345888   132.119995  3.80780\n",
      "...                        ...        ...          ...          ...      ...\n",
      "2023-08-28 20:00:00   0.423609  16.055099    10.946293    -9.219370  2.96974\n",
      "2023-08-28 21:00:00   0.880989  14.825400    10.881035    -9.222840  2.72929\n",
      "2023-08-28 22:00:00   0.940015  14.133600    10.654224    -9.214940  2.58745\n",
      "2023-08-28 23:00:00   0.602130  13.842900    10.478017    -9.263040  2.53023\n",
      "2023-08-29 00:00:00  -0.590468  13.583200    10.211724    -9.323490  2.47730\n",
      "\n",
      "[5761 rows x 5 columns]>\n"
     ]
    }
   ],
   "source": [
    "basedir = '/home/richard/tmp/'\n",
    "nc_filename  = 'sw_2023.nc'\n",
    "nc_filepath = os.path.join(basedir, nc_filename)\n",
    "df = nc2df(nc_filepath)\n",
    "print(df.head)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "9d0b5f72-0f8f-4344-ae29-eba6bfe7d10f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x500 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "parameters = list(nc2df_variables_dict.keys())\n",
    "parameters.remove('Time')\n",
    "\n",
    "_figsize=(10,5)\n",
    "fig, axs = plt.subplots(len(parameters),\n",
    "                        constrained_layout=True, sharex=True, sharey=False,\n",
    "                        figsize=_figsize)\n",
    "fig.suptitle(nc_filename, fontsize=16)\n",
    "\n",
    "\n",
    "# for that parameter, plot all datasets\n",
    "for i, param_name in enumerate(parameters):\n",
    "    \n",
    "    axs[i].plot(df[param_name])\n",
    "    title = f\"{param_name}\"\n",
    "    title = title.upper()\n",
    "    axs[i].set_title(title)\n",
    "    axs[i].set_ylabel(param_name)\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}