Navigator / docs / intro / intro_parsing_and_interpolation.ipynb
intro_parsing_and_interpolation.ipynb
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{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Navigator Module Tutorial"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Design Pattern of Library\n",
    "There are three level of abstraction involved in the design of the library.\n",
    "- **Application Modules**: The top level module that is used to interact with the library. For example, the parse module, at it's current level of development,  is used to parsed RINEX 3 observation files.\n",
    "- **Functinal Classes**:  Each module contains a class that is used to perform the desired functionality. For example, the parse module contains the Parse class that user uses.\n",
    "- **Interface to Functional Classes**:  Each functional class cannot be used without the use of an interface, indicated by \"I\" in prefix, class. These are plug and play classes that are used to modify the functionality of the functional class. For example, the parse module contains  IParseGPSNav that is used to parse GPS Navigation files. \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Tutorial of Navigator Module"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Here we will go through the basic functionality of the Navigator module. The Navigator module is used to perform the following tasks:\n",
    "- Parse RINEX 3 Navigation Files\n",
    "- Extract Satellite Ephemeris from the parsed Navigation Files\n",
    "- Calculate Satellites Position from the extracted Ephemeris at user specified time\n",
    "- Plot Satellites Trajetory on a 3D plot"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Tutorial of Parse Module"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "# How to import a module ?\n",
    "from navigator.parse import Parser, IParseGPSNav\n",
    "\n",
    "# User need to import Functional Class as well as the interface for it. For eg, Parser is a functional class and IParseGPSNav is the interface for it."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create an object of the fuunctional class\n",
    "# Along with the object, pass the interface as a parameter to the functional class which will be used to call the methods of the functional class\n",
    "parser = Parser(iparser=IParseGPSNav())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# How to work with the functional class ?\n",
    "# Call it like a function. It's __call__ method will be called which is designed for it's main functionality.\n",
    "\n",
    "# In this case, the filepath is passed as a parameter to the functional class\n",
    "# User can see the return type and arguments of the __call__ method\n",
    "\n",
    "metadata, data = parser(\n",
    "    filepath=\"./data/JPLM00USA_R_20223230000_01D_GN.rnx.gz\"\n",
    ")  # This is how the functional class is called.\n",
    "# This will parse the file and return the metadata and data of the file in Pandas DataFrame format"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "How does the data look?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>SVclockBias</th>\n",
       "      <th>SVclockDrift</th>\n",
       "      <th>SVclockDriftRate</th>\n",
       "      <th>IODE</th>\n",
       "      <th>Crs</th>\n",
       "      <th>DeltaN</th>\n",
       "      <th>M0</th>\n",
       "      <th>Cuc</th>\n",
       "      <th>Eccentricity</th>\n",
       "      <th>Cus</th>\n",
       "      <th>...</th>\n",
       "      <th>GPSWeek</th>\n",
       "      <th>L2Pflag</th>\n",
       "      <th>SVacc</th>\n",
       "      <th>health</th>\n",
       "      <th>TGD</th>\n",
       "      <th>IODC</th>\n",
       "      <th>TransTime</th>\n",
       "      <th>FitIntvl</th>\n",
       "      <th>spare0</th>\n",
       "      <th>spare1</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>time</th>\n",
       "      <th>sv</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2022-11-18 23:59:44</th>\n",
       "      <th>G20</th>\n",
       "      <td>0.000469</td>\n",
       "      <td>-2.501110e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>77.0</td>\n",
       "      <td>20.56250</td>\n",
       "      <td>5.090569e-09</td>\n",
       "      <td>-0.683118</td>\n",
       "      <td>1.074746e-06</td>\n",
       "      <td>0.004739</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>...</td>\n",
       "      <td>2236.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-8.381903e-09</td>\n",
       "      <td>77.0</td>\n",
       "      <td>513108.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"4\" valign=\"top\">2022-11-19 00:00:00</th>\n",
       "      <th>G03</th>\n",
       "      <td>-0.000373</td>\n",
       "      <td>-1.705303e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>67.0</td>\n",
       "      <td>8.84375</td>\n",
       "      <td>4.287321e-09</td>\n",
       "      <td>-2.840535</td>\n",
       "      <td>5.960464e-07</td>\n",
       "      <td>0.004439</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>...</td>\n",
       "      <td>2236.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.862645e-09</td>\n",
       "      <td>67.0</td>\n",
       "      <td>511218.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>G04</th>\n",
       "      <td>-0.000084</td>\n",
       "      <td>6.707523e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>85.0</td>\n",
       "      <td>-60.31250</td>\n",
       "      <td>4.508402e-09</td>\n",
       "      <td>0.180804</td>\n",
       "      <td>-3.166497e-06</td>\n",
       "      <td>0.002154</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>...</td>\n",
       "      <td>2236.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-4.656613e-09</td>\n",
       "      <td>341.0</td>\n",
       "      <td>511218.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>G07</th>\n",
       "      <td>0.000286</td>\n",
       "      <td>-4.774847e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>35.78125</td>\n",
       "      <td>4.544475e-09</td>\n",
       "      <td>-2.338986</td>\n",
       "      <td>1.551583e-06</td>\n",
       "      <td>0.016459</td>\n",
       "      <td>0.000011</td>\n",
       "      <td>...</td>\n",
       "      <td>2236.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1.117587e-08</td>\n",
       "      <td>22.0</td>\n",
       "      <td>511218.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>G08</th>\n",
       "      <td>-0.000094</td>\n",
       "      <td>-1.818989e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>-34.06250</td>\n",
       "      <td>4.694124e-09</td>\n",
       "      <td>0.547140</td>\n",
       "      <td>-1.728535e-06</td>\n",
       "      <td>0.007800</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>...</td>\n",
       "      <td>2236.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>5.122274e-09</td>\n",
       "      <td>16.0</td>\n",
       "      <td>511218.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "<p>5 rows × 31 columns</p>\n",
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      "text/plain": [
       "                         SVclockBias  SVclockDrift  SVclockDriftRate  IODE  \\\n",
       "time                sv                                                       \n",
       "2022-11-18 23:59:44 G20     0.000469 -2.501110e-12               0.0  77.0   \n",
       "2022-11-19 00:00:00 G03    -0.000373 -1.705303e-12               0.0  67.0   \n",
       "                    G04    -0.000084  6.707523e-12               0.0  85.0   \n",
       "                    G07     0.000286 -4.774847e-12               0.0  22.0   \n",
       "                    G08    -0.000094 -1.818989e-12               0.0  16.0   \n",
       "\n",
       "                              Crs        DeltaN        M0           Cuc  \\\n",
       "time                sv                                                    \n",
       "2022-11-18 23:59:44 G20  20.56250  5.090569e-09 -0.683118  1.074746e-06   \n",
       "2022-11-19 00:00:00 G03   8.84375  4.287321e-09 -2.840535  5.960464e-07   \n",
       "                    G04 -60.31250  4.508402e-09  0.180804 -3.166497e-06   \n",
       "                    G07  35.78125  4.544475e-09 -2.338986  1.551583e-06   \n",
       "                    G08 -34.06250  4.694124e-09  0.547140 -1.728535e-06   \n",
       "\n",
       "                         Eccentricity       Cus  ...  GPSWeek  L2Pflag  SVacc  \\\n",
       "time                sv                           ...                            \n",
       "2022-11-18 23:59:44 G20      0.004739  0.000005  ...   2236.0      0.0    2.0   \n",
       "2022-11-19 00:00:00 G03      0.004439  0.000005  ...   2236.0      0.0    2.0   \n",
       "                    G04      0.002154  0.000008  ...   2236.0      0.0    2.0   \n",
       "                    G07      0.016459  0.000011  ...   2236.0      0.0    2.0   \n",
       "                    G08      0.007800  0.000006  ...   2236.0      0.0    2.0   \n",
       "\n",
       "                         health           TGD   IODC  TransTime  FitIntvl  \\\n",
       "time                sv                                                      \n",
       "2022-11-18 23:59:44 G20     0.0 -8.381903e-09   77.0   513108.0       4.0   \n",
       "2022-11-19 00:00:00 G03     0.0  1.862645e-09   67.0   511218.0       4.0   \n",
       "                    G04     0.0 -4.656613e-09  341.0   511218.0       4.0   \n",
       "                    G07     0.0 -1.117587e-08   22.0   511218.0       4.0   \n",
       "                    G08     0.0  5.122274e-09   16.0   511218.0       4.0   \n",
       "\n",
       "                         spare0  spare1  \n",
       "time                sv                   \n",
       "2022-11-18 23:59:44 G20     NaN     NaN  \n",
       "2022-11-19 00:00:00 G03     NaN     NaN  \n",
       "                    G04     NaN     NaN  \n",
       "                    G07     NaN     NaN  \n",
       "                    G08     NaN     NaN  \n",
       "\n",
       "[5 rows x 31 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Here is the data returned by the functional class\n",
    "data.head(5)\n",
    "# THe data is in Pandas DataFrame format which is easy to work with. The Index are TOC and PRN"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Eccentricity')"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 800x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# This data can be plotted and visualized using matplotlib or any other library\n",
    "# For eg, here is a plot of the data\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "\n",
    "fig , ax = plt.subplots(figsize=(8, 5))\n",
    "\n",
    "sns.lineplot(x=range(len(data)), y=data[\"Eccentricity\"], ax=ax)\n",
    "\n",
    "ax.set_title(\"Eccentricity\")\n",
    "ax.set_xlabel(\"Time\")\n",
    "ax.set_ylabel(\"Eccentricity\")\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Tutorial of SatLib and Satellite Class in Satellites Module"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Import the functional satellite and GPS Interface\n",
    "from navigator.core import Satellite, IGPSEphemeris\n",
    "\n",
    "\n",
    "# Create an object of the functional class\n",
    "satellite = Satellite(iephemeris=IGPSEphemeris())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Satellite(iephemeris = IGPSEphemeris(GPS))"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# see what satellite contains\n",
    "satellite\n",
    "# It prints the __repr__ method of the functional class with informs user about the components of the functional class"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "DatetimeIndex(['2022-11-18 23:59:44', '2022-11-19 00:00:00',\n",
       "               '2022-11-19 01:59:44', '2022-11-19 02:00:00',\n",
       "               '2022-11-19 03:59:44', '2022-11-19 04:00:00',\n",
       "               '2022-11-19 05:59:44', '2022-11-19 06:00:00',\n",
       "               '2022-11-19 07:59:44', '2022-11-19 08:00:00',\n",
       "               '2022-11-19 09:59:44', '2022-11-19 10:00:00',\n",
       "               '2022-11-19 12:00:00', '2022-11-19 13:59:44',\n",
       "               '2022-11-19 14:00:00', '2022-11-19 15:59:44',\n",
       "               '2022-11-19 16:00:00', '2022-11-19 17:59:44',\n",
       "               '2022-11-19 18:00:00', '2022-11-19 20:00:00',\n",
       "               '2022-11-19 22:00:00', '2022-11-19 23:59:44',\n",
       "               '2022-11-20 00:00:00'],\n",
       "              dtype='datetime64[ns]', name='time', freq=None)"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# This class __call__ method takes the metadata and data of the file as parameters along with the time for which the satellite position is to be calculated\n",
    "# Let's see a resanobale time to interogate the satellite position\n",
    "data.index.get_level_values(0).unique().sort_values()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "\n",
    "# Let's take the Satellites Ephemeris data at 2022-11-19 00:00:00 TOC (Time of Clock) \n",
    "at = pd.Timestamp('2022-11-19 00:00:00')\n",
    "\n",
    "# Filter the satellites that has 16:00:00 TOC.\n",
    "nav_data = data.loc(axis=0)[[at], :]\n",
    "\n",
    "# Final time for which the satellite position is to be calculated\n",
    "final_time = at + pd.Timedelta(hours=2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>SVclockBias</th>\n",
       "      <th>SVclockDrift</th>\n",
       "      <th>SVclockDriftRate</th>\n",
       "      <th>IODE</th>\n",
       "      <th>Crs</th>\n",
       "      <th>DeltaN</th>\n",
       "      <th>M0</th>\n",
       "      <th>Cuc</th>\n",
       "      <th>Eccentricity</th>\n",
       "      <th>Cus</th>\n",
       "      <th>...</th>\n",
       "      <th>GPSWeek</th>\n",
       "      <th>L2Pflag</th>\n",
       "      <th>SVacc</th>\n",
       "      <th>health</th>\n",
       "      <th>TGD</th>\n",
       "      <th>IODC</th>\n",
       "      <th>TransTime</th>\n",
       "      <th>FitIntvl</th>\n",
       "      <th>spare0</th>\n",
       "      <th>spare1</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>time</th>\n",
       "      <th>sv</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"10\" valign=\"top\">2022-11-19</th>\n",
       "      <th>G03</th>\n",
       "      <td>-0.000373</td>\n",
       "      <td>-1.705303e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>67.0</td>\n",
       "      <td>8.84375</td>\n",
       "      <td>4.287321e-09</td>\n",
       "      <td>-2.840535</td>\n",
       "      <td>5.960464e-07</td>\n",
       "      <td>0.004439</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>...</td>\n",
       "      <td>2236.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.862645e-09</td>\n",
       "      <td>67.0</td>\n",
       "      <td>511218.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>G04</th>\n",
       "      <td>-0.000084</td>\n",
       "      <td>6.707523e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>85.0</td>\n",
       "      <td>-60.31250</td>\n",
       "      <td>4.508402e-09</td>\n",
       "      <td>0.180804</td>\n",
       "      <td>-3.166497e-06</td>\n",
       "      <td>0.002154</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>...</td>\n",
       "      <td>2236.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-4.656613e-09</td>\n",
       "      <td>341.0</td>\n",
       "      <td>511218.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>G07</th>\n",
       "      <td>0.000286</td>\n",
       "      <td>-4.774847e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>35.78125</td>\n",
       "      <td>4.544475e-09</td>\n",
       "      <td>-2.338986</td>\n",
       "      <td>1.551583e-06</td>\n",
       "      <td>0.016459</td>\n",
       "      <td>0.000011</td>\n",
       "      <td>...</td>\n",
       "      <td>2236.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1.117587e-08</td>\n",
       "      <td>22.0</td>\n",
       "      <td>511218.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>G08</th>\n",
       "      <td>-0.000094</td>\n",
       "      <td>-1.818989e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>-34.06250</td>\n",
       "      <td>4.694124e-09</td>\n",
       "      <td>0.547140</td>\n",
       "      <td>-1.728535e-06</td>\n",
       "      <td>0.007800</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>...</td>\n",
       "      <td>2236.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.122274e-09</td>\n",
       "      <td>16.0</td>\n",
       "      <td>511218.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>G09</th>\n",
       "      <td>-0.000267</td>\n",
       "      <td>5.684342e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>71.0</td>\n",
       "      <td>-60.71875</td>\n",
       "      <td>4.698767e-09</td>\n",
       "      <td>0.906142</td>\n",
       "      <td>-3.231689e-06</td>\n",
       "      <td>0.002644</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>...</td>\n",
       "      <td>2236.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>9.313226e-10</td>\n",
       "      <td>71.0</td>\n",
       "      <td>511218.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>G14</th>\n",
       "      <td>-0.000081</td>\n",
       "      <td>5.229595e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>115.0</td>\n",
       "      <td>46.37500</td>\n",
       "      <td>5.072354e-09</td>\n",
       "      <td>-3.099128</td>\n",
       "      <td>2.501532e-06</td>\n",
       "      <td>0.002399</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>...</td>\n",
       "      <td>2236.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-7.916242e-09</td>\n",
       "      <td>883.0</td>\n",
       "      <td>512988.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>G16</th>\n",
       "      <td>-0.000527</td>\n",
       "      <td>1.136868e-13</td>\n",
       "      <td>0.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>47.37500</td>\n",
       "      <td>4.798414e-09</td>\n",
       "      <td>1.414200</td>\n",
       "      <td>2.590939e-06</td>\n",
       "      <td>0.013014</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>...</td>\n",
       "      <td>2236.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1.024455e-08</td>\n",
       "      <td>50.0</td>\n",
       "      <td>511218.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>G26</th>\n",
       "      <td>0.000236</td>\n",
       "      <td>1.136868e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>80.0</td>\n",
       "      <td>63.53125</td>\n",
       "      <td>5.407368e-09</td>\n",
       "      <td>2.311529</td>\n",
       "      <td>3.347173e-06</td>\n",
       "      <td>0.007476</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>...</td>\n",
       "      <td>2236.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6.984919e-09</td>\n",
       "      <td>80.0</td>\n",
       "      <td>511218.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>G27</th>\n",
       "      <td>0.000175</td>\n",
       "      <td>-8.867573e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>-36.50000</td>\n",
       "      <td>4.545189e-09</td>\n",
       "      <td>0.537135</td>\n",
       "      <td>-1.750886e-06</td>\n",
       "      <td>0.010796</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>...</td>\n",
       "      <td>2236.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.396984e-09</td>\n",
       "      <td>118.0</td>\n",
       "      <td>511218.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>G30</th>\n",
       "      <td>-0.000537</td>\n",
       "      <td>3.410605e-13</td>\n",
       "      <td>0.0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>38.81250</td>\n",
       "      <td>4.928062e-09</td>\n",
       "      <td>-2.455302</td>\n",
       "      <td>1.790002e-06</td>\n",
       "      <td>0.005939</td>\n",
       "      <td>0.000011</td>\n",
       "      <td>...</td>\n",
       "      <td>2236.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.725290e-09</td>\n",
       "      <td>34.0</td>\n",
       "      <td>511218.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>10 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                SVclockBias  SVclockDrift  SVclockDriftRate   IODE       Crs  \\\n",
       "time       sv                                                                  \n",
       "2022-11-19 G03    -0.000373 -1.705303e-12               0.0   67.0   8.84375   \n",
       "           G04    -0.000084  6.707523e-12               0.0   85.0 -60.31250   \n",
       "           G07     0.000286 -4.774847e-12               0.0   22.0  35.78125   \n",
       "           G08    -0.000094 -1.818989e-12               0.0   16.0 -34.06250   \n",
       "           G09    -0.000267  5.684342e-12               0.0   71.0 -60.71875   \n",
       "           G14    -0.000081  5.229595e-12               0.0  115.0  46.37500   \n",
       "           G16    -0.000527  1.136868e-13               0.0   50.0  47.37500   \n",
       "           G26     0.000236  1.136868e-12               0.0   80.0  63.53125   \n",
       "           G27     0.000175 -8.867573e-12               0.0  118.0 -36.50000   \n",
       "           G30    -0.000537  3.410605e-13               0.0   34.0  38.81250   \n",
       "\n",
       "                      DeltaN        M0           Cuc  Eccentricity       Cus  \\\n",
       "time       sv                                                                  \n",
       "2022-11-19 G03  4.287321e-09 -2.840535  5.960464e-07      0.004439  0.000005   \n",
       "           G04  4.508402e-09  0.180804 -3.166497e-06      0.002154  0.000008   \n",
       "           G07  4.544475e-09 -2.338986  1.551583e-06      0.016459  0.000011   \n",
       "           G08  4.694124e-09  0.547140 -1.728535e-06      0.007800  0.000006   \n",
       "           G09  4.698767e-09  0.906142 -3.231689e-06      0.002644  0.000008   \n",
       "           G14  5.072354e-09 -3.099128  2.501532e-06      0.002399  0.000005   \n",
       "           G16  4.798414e-09  1.414200  2.590939e-06      0.013014  0.000005   \n",
       "           G26  5.407368e-09  2.311529  3.347173e-06      0.007476  0.000005   \n",
       "           G27  4.545189e-09  0.537135 -1.750886e-06      0.010796  0.000006   \n",
       "           G30  4.928062e-09 -2.455302  1.790002e-06      0.005939  0.000011   \n",
       "\n",
       "                ...  GPSWeek  L2Pflag  SVacc  health           TGD   IODC  \\\n",
       "time       sv   ...                                                         \n",
       "2022-11-19 G03  ...   2236.0      0.0    2.0     0.0  1.862645e-09   67.0   \n",
       "           G04  ...   2236.0      0.0    2.0     0.0 -4.656613e-09  341.0   \n",
       "           G07  ...   2236.0      0.0    2.0     0.0 -1.117587e-08   22.0   \n",
       "           G08  ...   2236.0      0.0    2.0     0.0  5.122274e-09   16.0   \n",
       "           G09  ...   2236.0      0.0    2.0     0.0  9.313226e-10   71.0   \n",
       "           G14  ...   2236.0      0.0    2.0     0.0 -7.916242e-09  883.0   \n",
       "           G16  ...   2236.0      0.0    2.0     0.0 -1.024455e-08   50.0   \n",
       "           G26  ...   2236.0      0.0    2.8     0.0  6.984919e-09   80.0   \n",
       "           G27  ...   2236.0      0.0    2.0     0.0  1.396984e-09  118.0   \n",
       "           G30  ...   2236.0      0.0    2.0     0.0  3.725290e-09   34.0   \n",
       "\n",
       "                TransTime  FitIntvl  spare0  spare1  \n",
       "time       sv                                        \n",
       "2022-11-19 G03   511218.0       4.0     NaN     NaN  \n",
       "           G04   511218.0       4.0     NaN     NaN  \n",
       "           G07   511218.0       4.0     NaN     NaN  \n",
       "           G08   511218.0       4.0     NaN     NaN  \n",
       "           G09   511218.0       4.0     NaN     NaN  \n",
       "           G14   512988.0       4.0     NaN     NaN  \n",
       "           G16   511218.0       4.0     NaN     NaN  \n",
       "           G26   511218.0       4.0     NaN     NaN  \n",
       "           G27   511218.0       4.0     NaN     NaN  \n",
       "           G30   511218.0       4.0     NaN     NaN  \n",
       "\n",
       "[10 rows x 31 columns]"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nav_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Let's see the position of the satellites at 19:00:00 GPS time\n",
    "position = satellite(t=final_time, metadata=metadata, data=nav_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>x</th>\n",
       "      <th>y</th>\n",
       "      <th>z</th>\n",
       "      <th>SVclockBias</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>time</th>\n",
       "      <th>sv</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"10\" valign=\"top\">2022-11-19</th>\n",
       "      <th>G03</th>\n",
       "      <td>1.828063e+07</td>\n",
       "      <td>-1.217311e+07</td>\n",
       "      <td>-1.498440e+07</td>\n",
       "      <td>-0.000373</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>G04</th>\n",
       "      <td>7.342351e+06</td>\n",
       "      <td>-1.489345e+07</td>\n",
       "      <td>-2.070611e+07</td>\n",
       "      <td>-0.000084</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>G07</th>\n",
       "      <td>4.173991e+06</td>\n",
       "      <td>-2.462229e+07</td>\n",
       "      <td>8.698021e+06</td>\n",
       "      <td>0.000286</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>G08</th>\n",
       "      <td>1.517384e+07</td>\n",
       "      <td>-4.676509e+06</td>\n",
       "      <td>2.129962e+07</td>\n",
       "      <td>-0.000095</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>G09</th>\n",
       "      <td>-3.581755e+06</td>\n",
       "      <td>-2.184865e+07</td>\n",
       "      <td>-1.472058e+07</td>\n",
       "      <td>-0.000267</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>G14</th>\n",
       "      <td>-1.097088e+07</td>\n",
       "      <td>-1.355574e+07</td>\n",
       "      <td>2.007185e+07</td>\n",
       "      <td>-0.000081</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>G16</th>\n",
       "      <td>2.676998e+07</td>\n",
       "      <td>6.563863e+05</td>\n",
       "      <td>-1.708095e+06</td>\n",
       "      <td>-0.000527</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>G26</th>\n",
       "      <td>2.310710e+07</td>\n",
       "      <td>5.297490e+06</td>\n",
       "      <td>-1.239951e+07</td>\n",
       "      <td>0.000236</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>G27</th>\n",
       "      <td>1.948660e+07</td>\n",
       "      <td>7.482780e+06</td>\n",
       "      <td>1.643600e+07</td>\n",
       "      <td>0.000175</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>G30</th>\n",
       "      <td>-5.068324e+06</td>\n",
       "      <td>-1.951042e+07</td>\n",
       "      <td>1.725622e+07</td>\n",
       "      <td>-0.000537</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                           x             y             z  SVclockBias\n",
       "time       sv                                                        \n",
       "2022-11-19 G03  1.828063e+07 -1.217311e+07 -1.498440e+07    -0.000373\n",
       "           G04  7.342351e+06 -1.489345e+07 -2.070611e+07    -0.000084\n",
       "           G07  4.173991e+06 -2.462229e+07  8.698021e+06     0.000286\n",
       "           G08  1.517384e+07 -4.676509e+06  2.129962e+07    -0.000095\n",
       "           G09 -3.581755e+06 -2.184865e+07 -1.472058e+07    -0.000267\n",
       "           G14 -1.097088e+07 -1.355574e+07  2.007185e+07    -0.000081\n",
       "           G16  2.676998e+07  6.563863e+05 -1.708095e+06    -0.000527\n",
       "           G26  2.310710e+07  5.297490e+06 -1.239951e+07     0.000236\n",
       "           G27  1.948660e+07  7.482780e+06  1.643600e+07     0.000175\n",
       "           G30 -5.068324e+06 -1.951042e+07  1.725622e+07    -0.000537"
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Voila! We have the position of the satellites at our final time\n",
    "position"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<mpl_toolkits.mplot3d.art3d.Path3DCollection at 0x7ba2589572e0>"
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Let's plot the position of the satellites in 3D\n",
    "# Use %matplotlib qt to plot in interactive mode in a new window. Requires Qt5 installed\n",
    "fig = plt.figure(figsize=(12, 10))\n",
    "ax = fig.add_subplot(111, projection='3d')\n",
    "\n",
    "ax.scatter(position['x'], position['y'], position['z'], c='r', marker='o')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Cool! But I promised trajectory plots. How do I do that?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Simple Use the trajectory method from the functional class to get the interpolated position of the satellites at any time\n",
    "# Let's see the trajectory of the satellites from 16:00:00 to 19:00:00 GPS time\n",
    "\n",
    "trajectory = satellite.trajectory(\n",
    "    t_sv=at,\n",
    "    metadata=metadata,\n",
    "    data=data,\n",
    "    interval=60 * 60 * 4,  # 2 Hours interval\n",
    "    step=20,  # Every 20 seconds resolution\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(175, 3, 720)"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Shape of the returned trajectory data is (number of satellites, 3 coordinates, number of points in the trajectory)\n",
    "# In this case, it is (23, 3, 540) which means 23 satellites, 3 coordinates (x, y, z) and 540 points in the trajectory\n",
    "trajectory.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now let's plot the trajectory of the satellite on a 3D plot."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Let's plot the trajectory of the satellites in 3D\n",
    "%matplotlib inline\n",
    "fig = plt.figure(figsize=(10, 8))\n",
    "ax = fig.add_subplot(111, projection='3d' )\n",
    "\n",
    "for i in range(5):  # For each satellite\n",
    "    ax.plot(trajectory[i][0], trajectory[i][1], trajectory[i][2], label=nav_data.index.get_level_values(1)[i])\n",
    "\n",
    "# Add labels\n",
    "ax.set_xlabel('X')\n",
    "ax.set_ylabel('Y')\n",
    "ax.set_zlabel('Z')\n",
    "\n",
    "# Add title\n",
    "ax.set_title('Satellite Trajectory')\n",
    "\n",
    "# Change the view angle\n",
    "ax.view_init(elev=10, azim=120)\n",
    "\n",
    "# Add legend\n",
    "ax.legend()\n",
    "\n",
    "# Show the plot\n",
    "plt.show()\n",
    "fig.savefig(\"trajectory.png\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Timestamp('2022-11-19 00:00:00')"
      ]
     },
     "execution_count": 91,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "at"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Development of the Navigator Module\n",
    "Additional modules and various classes are still in development. \n",
    "Interested in contributing? contact me at: [email](mailto:nbhattarai@crimson.ua.edu)\n",
    "Thanks for following along!"
   ]
  }
 ],
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