Bearish_Strategies.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import strategies\n",
    "# Nifty50 derivative underlying is used as an example "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# <center> Bear Put Spread\n",
    "* Two Leg Spread using Long and Short Put  \n",
    "    1) 1 Buy ITM Put Option   \n",
    "    2) 1 Sell OTM Put Option    \n",
    "# Market Expectation : Moderately Bearish (4-5% Correction)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Break even (Rs) = 17262.45\n",
      "\n",
      "Net Debit & Maximum Loss (Rs) = -137.55\n",
      "\n",
      "Maximum Profit (Rs) = 362.45\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\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>Market Expiry</th>\n",
       "      <th>Long Put-IV</th>\n",
       "      <th>PP</th>\n",
       "      <th>LP Payoff</th>\n",
       "      <th>Short Put-IV</th>\n",
       "      <th>PR</th>\n",
       "      <th>SP Payoff</th>\n",
       "      <th>Strategy Pay off</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>16000</td>\n",
       "      <td>1400</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>1212.5</td>\n",
       "      <td>900</td>\n",
       "      <td>49.95</td>\n",
       "      <td>-850.05</td>\n",
       "      <td>362.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>16100</td>\n",
       "      <td>1300</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>1112.5</td>\n",
       "      <td>800</td>\n",
       "      <td>49.95</td>\n",
       "      <td>-750.05</td>\n",
       "      <td>362.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>16200</td>\n",
       "      <td>1200</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>1012.5</td>\n",
       "      <td>700</td>\n",
       "      <td>49.95</td>\n",
       "      <td>-650.05</td>\n",
       "      <td>362.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>16300</td>\n",
       "      <td>1100</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>912.5</td>\n",
       "      <td>600</td>\n",
       "      <td>49.95</td>\n",
       "      <td>-550.05</td>\n",
       "      <td>362.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>16400</td>\n",
       "      <td>1000</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>812.5</td>\n",
       "      <td>500</td>\n",
       "      <td>49.95</td>\n",
       "      <td>-450.05</td>\n",
       "      <td>362.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>16500</td>\n",
       "      <td>900</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>712.5</td>\n",
       "      <td>400</td>\n",
       "      <td>49.95</td>\n",
       "      <td>-350.05</td>\n",
       "      <td>362.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>16600</td>\n",
       "      <td>800</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>612.5</td>\n",
       "      <td>300</td>\n",
       "      <td>49.95</td>\n",
       "      <td>-250.05</td>\n",
       "      <td>362.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>16700</td>\n",
       "      <td>700</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>512.5</td>\n",
       "      <td>200</td>\n",
       "      <td>49.95</td>\n",
       "      <td>-150.05</td>\n",
       "      <td>362.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>16800</td>\n",
       "      <td>600</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>412.5</td>\n",
       "      <td>100</td>\n",
       "      <td>49.95</td>\n",
       "      <td>-50.05</td>\n",
       "      <td>362.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>16900</td>\n",
       "      <td>500</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>312.5</td>\n",
       "      <td>0</td>\n",
       "      <td>49.95</td>\n",
       "      <td>49.95</td>\n",
       "      <td>362.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>17000</td>\n",
       "      <td>400</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>212.5</td>\n",
       "      <td>0</td>\n",
       "      <td>49.95</td>\n",
       "      <td>49.95</td>\n",
       "      <td>262.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>17100</td>\n",
       "      <td>300</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>112.5</td>\n",
       "      <td>0</td>\n",
       "      <td>49.95</td>\n",
       "      <td>49.95</td>\n",
       "      <td>162.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>17200</td>\n",
       "      <td>200</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>12.5</td>\n",
       "      <td>0</td>\n",
       "      <td>49.95</td>\n",
       "      <td>49.95</td>\n",
       "      <td>62.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>17300</td>\n",
       "      <td>100</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>-87.5</td>\n",
       "      <td>0</td>\n",
       "      <td>49.95</td>\n",
       "      <td>49.95</td>\n",
       "      <td>-37.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>17400</td>\n",
       "      <td>0</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>0</td>\n",
       "      <td>49.95</td>\n",
       "      <td>49.95</td>\n",
       "      <td>-137.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>17500</td>\n",
       "      <td>0</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>0</td>\n",
       "      <td>49.95</td>\n",
       "      <td>49.95</td>\n",
       "      <td>-137.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>17600</td>\n",
       "      <td>0</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>0</td>\n",
       "      <td>49.95</td>\n",
       "      <td>49.95</td>\n",
       "      <td>-137.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>17700</td>\n",
       "      <td>0</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>0</td>\n",
       "      <td>49.95</td>\n",
       "      <td>49.95</td>\n",
       "      <td>-137.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>17800</td>\n",
       "      <td>0</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>0</td>\n",
       "      <td>49.95</td>\n",
       "      <td>49.95</td>\n",
       "      <td>-137.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>17900</td>\n",
       "      <td>0</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>-187.5</td>\n",
       "      <td>0</td>\n",
       "      <td>49.95</td>\n",
       "      <td>49.95</td>\n",
       "      <td>-137.55</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    Market Expiry  Long Put-IV     PP  LP Payoff  Short Put-IV     PR  \\\n",
       "0           16000         1400 -187.5     1212.5           900  49.95   \n",
       "1           16100         1300 -187.5     1112.5           800  49.95   \n",
       "2           16200         1200 -187.5     1012.5           700  49.95   \n",
       "3           16300         1100 -187.5      912.5           600  49.95   \n",
       "4           16400         1000 -187.5      812.5           500  49.95   \n",
       "5           16500          900 -187.5      712.5           400  49.95   \n",
       "6           16600          800 -187.5      612.5           300  49.95   \n",
       "7           16700          700 -187.5      512.5           200  49.95   \n",
       "8           16800          600 -187.5      412.5           100  49.95   \n",
       "9           16900          500 -187.5      312.5             0  49.95   \n",
       "10          17000          400 -187.5      212.5             0  49.95   \n",
       "11          17100          300 -187.5      112.5             0  49.95   \n",
       "12          17200          200 -187.5       12.5             0  49.95   \n",
       "13          17300          100 -187.5      -87.5             0  49.95   \n",
       "14          17400            0 -187.5     -187.5             0  49.95   \n",
       "15          17500            0 -187.5     -187.5             0  49.95   \n",
       "16          17600            0 -187.5     -187.5             0  49.95   \n",
       "17          17700            0 -187.5     -187.5             0  49.95   \n",
       "18          17800            0 -187.5     -187.5             0  49.95   \n",
       "19          17900            0 -187.5     -187.5             0  49.95   \n",
       "\n",
       "    SP Payoff  Strategy Pay off  \n",
       "0     -850.05            362.45  \n",
       "1     -750.05            362.45  \n",
       "2     -650.05            362.45  \n",
       "3     -550.05            362.45  \n",
       "4     -450.05            362.45  \n",
       "5     -350.05            362.45  \n",
       "6     -250.05            362.45  \n",
       "7     -150.05            362.45  \n",
       "8      -50.05            362.45  \n",
       "9       49.95            362.45  \n",
       "10      49.95            262.45  \n",
       "11      49.95            162.45  \n",
       "12      49.95             62.45  \n",
       "13      49.95            -37.55  \n",
       "14      49.95           -137.55  \n",
       "15      49.95           -137.55  \n",
       "16      49.95           -137.55  \n",
       "17      49.95           -137.55  \n",
       "18      49.95           -137.55  \n",
       "19      49.95           -137.55  "
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
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    {
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\n",
      "text/plain": [
       "<Figure size 2800x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#------------------------------------\n",
    "# Market Expiry Price\n",
    "MEP = np.arange(16000, 18000, 100)\n",
    "#------------------------------------\n",
    "# (Long Put @ ITM )\n",
    "LST = 17400\n",
    "Premium_Paid = 187.50\n",
    "#------------------------------------\n",
    "# (Short Put @ OTM )\n",
    "HST = 16900 \n",
    "Premium_Received = 49.95\n",
    "#------------------------------------\n",
    "df = strategies.Bear_Put(MEP,LST,HST,Premium_Paid,Premium_Received)\n",
    "df.head(len(MEP))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# <center> Bear Call Spread\n",
    "* Two Leg Spread using Long and Short Call  \n",
    "     1) 1 Buy OTM Call Option -> Leg 1  \n",
    "     2) 1 Sell  ITM Call Option  -> Leg 2  \n",
    "\n",
    "* Spread Exceutes for Credit\n",
    "# Market Expectation : Moderately Bearish   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Break even (Rs) = 17876\n",
      "\n",
      "Maximum Profit (Rs) = 76\n",
      "\n",
      "Maximum Loss (Rs) = 124\n"
     ]
    },
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
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       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\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>Market Expiry</th>\n",
       "      <th>Long Call-IV</th>\n",
       "      <th>PP</th>\n",
       "      <th>LC Payoff</th>\n",
       "      <th>Short Call-IV</th>\n",
       "      <th>PR</th>\n",
       "      <th>SC Payoff</th>\n",
       "      <th>Strategy Pay off</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>17000</td>\n",
       "      <td>0</td>\n",
       "      <td>-66</td>\n",
       "      <td>-66</td>\n",
       "      <td>0</td>\n",
       "      <td>142</td>\n",
       "      <td>142</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>17100</td>\n",
       "      <td>0</td>\n",
       "      <td>-66</td>\n",
       "      <td>-66</td>\n",
       "      <td>0</td>\n",
       "      <td>142</td>\n",
       "      <td>142</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>17200</td>\n",
       "      <td>0</td>\n",
       "      <td>-66</td>\n",
       "      <td>-66</td>\n",
       "      <td>0</td>\n",
       "      <td>142</td>\n",
       "      <td>142</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>17300</td>\n",
       "      <td>0</td>\n",
       "      <td>-66</td>\n",
       "      <td>-66</td>\n",
       "      <td>0</td>\n",
       "      <td>142</td>\n",
       "      <td>142</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>17400</td>\n",
       "      <td>0</td>\n",
       "      <td>-66</td>\n",
       "      <td>-66</td>\n",
       "      <td>0</td>\n",
       "      <td>142</td>\n",
       "      <td>142</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>17500</td>\n",
       "      <td>0</td>\n",
       "      <td>-66</td>\n",
       "      <td>-66</td>\n",
       "      <td>0</td>\n",
       "      <td>142</td>\n",
       "      <td>142</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>17600</td>\n",
       "      <td>0</td>\n",
       "      <td>-66</td>\n",
       "      <td>-66</td>\n",
       "      <td>0</td>\n",
       "      <td>142</td>\n",
       "      <td>142</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>17700</td>\n",
       "      <td>0</td>\n",
       "      <td>-66</td>\n",
       "      <td>-66</td>\n",
       "      <td>0</td>\n",
       "      <td>142</td>\n",
       "      <td>142</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>17800</td>\n",
       "      <td>0</td>\n",
       "      <td>-66</td>\n",
       "      <td>-66</td>\n",
       "      <td>0</td>\n",
       "      <td>142</td>\n",
       "      <td>142</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>17900</td>\n",
       "      <td>0</td>\n",
       "      <td>-66</td>\n",
       "      <td>-66</td>\n",
       "      <td>100</td>\n",
       "      <td>142</td>\n",
       "      <td>42</td>\n",
       "      <td>-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>18000</td>\n",
       "      <td>0</td>\n",
       "      <td>-66</td>\n",
       "      <td>-66</td>\n",
       "      <td>200</td>\n",
       "      <td>142</td>\n",
       "      <td>-58</td>\n",
       "      <td>-124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>18100</td>\n",
       "      <td>100</td>\n",
       "      <td>-66</td>\n",
       "      <td>34</td>\n",
       "      <td>300</td>\n",
       "      <td>142</td>\n",
       "      <td>-158</td>\n",
       "      <td>-124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>18200</td>\n",
       "      <td>200</td>\n",
       "      <td>-66</td>\n",
       "      <td>134</td>\n",
       "      <td>400</td>\n",
       "      <td>142</td>\n",
       "      <td>-258</td>\n",
       "      <td>-124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>18300</td>\n",
       "      <td>300</td>\n",
       "      <td>-66</td>\n",
       "      <td>234</td>\n",
       "      <td>500</td>\n",
       "      <td>142</td>\n",
       "      <td>-358</td>\n",
       "      <td>-124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>18400</td>\n",
       "      <td>400</td>\n",
       "      <td>-66</td>\n",
       "      <td>334</td>\n",
       "      <td>600</td>\n",
       "      <td>142</td>\n",
       "      <td>-458</td>\n",
       "      <td>-124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>18500</td>\n",
       "      <td>500</td>\n",
       "      <td>-66</td>\n",
       "      <td>434</td>\n",
       "      <td>700</td>\n",
       "      <td>142</td>\n",
       "      <td>-558</td>\n",
       "      <td>-124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>18600</td>\n",
       "      <td>600</td>\n",
       "      <td>-66</td>\n",
       "      <td>534</td>\n",
       "      <td>800</td>\n",
       "      <td>142</td>\n",
       "      <td>-658</td>\n",
       "      <td>-124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>18700</td>\n",
       "      <td>700</td>\n",
       "      <td>-66</td>\n",
       "      <td>634</td>\n",
       "      <td>900</td>\n",
       "      <td>142</td>\n",
       "      <td>-758</td>\n",
       "      <td>-124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>18800</td>\n",
       "      <td>800</td>\n",
       "      <td>-66</td>\n",
       "      <td>734</td>\n",
       "      <td>1000</td>\n",
       "      <td>142</td>\n",
       "      <td>-858</td>\n",
       "      <td>-124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>18900</td>\n",
       "      <td>900</td>\n",
       "      <td>-66</td>\n",
       "      <td>834</td>\n",
       "      <td>1100</td>\n",
       "      <td>142</td>\n",
       "      <td>-958</td>\n",
       "      <td>-124</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    Market Expiry  Long Call-IV  PP  LC Payoff  Short Call-IV   PR  SC Payoff  \\\n",
       "0           17000             0 -66        -66              0  142        142   \n",
       "1           17100             0 -66        -66              0  142        142   \n",
       "2           17200             0 -66        -66              0  142        142   \n",
       "3           17300             0 -66        -66              0  142        142   \n",
       "4           17400             0 -66        -66              0  142        142   \n",
       "5           17500             0 -66        -66              0  142        142   \n",
       "6           17600             0 -66        -66              0  142        142   \n",
       "7           17700             0 -66        -66              0  142        142   \n",
       "8           17800             0 -66        -66              0  142        142   \n",
       "9           17900             0 -66        -66            100  142         42   \n",
       "10          18000             0 -66        -66            200  142        -58   \n",
       "11          18100           100 -66         34            300  142       -158   \n",
       "12          18200           200 -66        134            400  142       -258   \n",
       "13          18300           300 -66        234            500  142       -358   \n",
       "14          18400           400 -66        334            600  142       -458   \n",
       "15          18500           500 -66        434            700  142       -558   \n",
       "16          18600           600 -66        534            800  142       -658   \n",
       "17          18700           700 -66        634            900  142       -758   \n",
       "18          18800           800 -66        734           1000  142       -858   \n",
       "19          18900           900 -66        834           1100  142       -958   \n",
       "\n",
       "    Strategy Pay off  \n",
       "0                 76  \n",
       "1                 76  \n",
       "2                 76  \n",
       "3                 76  \n",
       "4                 76  \n",
       "5                 76  \n",
       "6                 76  \n",
       "7                 76  \n",
       "8                 76  \n",
       "9                -24  \n",
       "10              -124  \n",
       "11              -124  \n",
       "12              -124  \n",
       "13              -124  \n",
       "14              -124  \n",
       "15              -124  \n",
       "16              -124  \n",
       "17              -124  \n",
       "18              -124  \n",
       "19              -124  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 2800x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#------------------------------------\n",
    "# Market Expiry Price\n",
    "MEP = np.arange(17000, 19000, 100, dtype=int)\n",
    "#ME2 = np.linspace(7202, 8102, 10, dtype=int)\n",
    "#ME  = np.concatenate((ME1,ME2))\n",
    "#------------------------------------\n",
    "#  Long call strike price (Long Call @ OTM)\n",
    "LST = 18000\n",
    "Premium_Paid = 66\n",
    "#------------------------------------\n",
    "# Short call Strike Rate (Short Call @ ITM)\n",
    "HST = 17800 \n",
    "Premium_Received = 142\n",
    "#------------------------------------\n",
    "df = strategies.Bear_Call(MEP,LST,HST,Premium_Paid,Premium_Received)\n",
    "df.head(len(MEP))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# <center> Put Ratio Back Spread  \n",
    "* Three Leg Spread ( 2 Long and 1 Short Put)  \n",
    "     1) 1 Sell ITM Put Option   \n",
    "     2) 2 Buy OTM Put Option  \n",
    "# Market Expectation : Bearish"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Spread (Rs) = 300\n",
      "\n",
      "Lower Break even (Rs) = 17476\n",
      "\n",
      "Higher Break even (Rs) = 17924\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\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>Market Expiry</th>\n",
       "      <th>Short-IV</th>\n",
       "      <th>PR</th>\n",
       "      <th>Short Payoff</th>\n",
       "      <th>2Long-IV</th>\n",
       "      <th>PP</th>\n",
       "      <th>Long Payoff</th>\n",
       "      <th>Strategy Pay off</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>17000</td>\n",
       "      <td>1000</td>\n",
       "      <td>158</td>\n",
       "      <td>-842</td>\n",
       "      <td>1400</td>\n",
       "      <td>-82</td>\n",
       "      <td>1318</td>\n",
       "      <td>476</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>17100</td>\n",
       "      <td>900</td>\n",
       "      <td>158</td>\n",
       "      <td>-742</td>\n",
       "      <td>1200</td>\n",
       "      <td>-82</td>\n",
       "      <td>1118</td>\n",
       "      <td>376</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>17200</td>\n",
       "      <td>800</td>\n",
       "      <td>158</td>\n",
       "      <td>-642</td>\n",
       "      <td>1000</td>\n",
       "      <td>-82</td>\n",
       "      <td>918</td>\n",
       "      <td>276</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>17300</td>\n",
       "      <td>700</td>\n",
       "      <td>158</td>\n",
       "      <td>-542</td>\n",
       "      <td>800</td>\n",
       "      <td>-82</td>\n",
       "      <td>718</td>\n",
       "      <td>176</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>17400</td>\n",
       "      <td>600</td>\n",
       "      <td>158</td>\n",
       "      <td>-442</td>\n",
       "      <td>600</td>\n",
       "      <td>-82</td>\n",
       "      <td>518</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>17500</td>\n",
       "      <td>500</td>\n",
       "      <td>158</td>\n",
       "      <td>-342</td>\n",
       "      <td>400</td>\n",
       "      <td>-82</td>\n",
       "      <td>318</td>\n",
       "      <td>-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>17600</td>\n",
       "      <td>400</td>\n",
       "      <td>158</td>\n",
       "      <td>-242</td>\n",
       "      <td>200</td>\n",
       "      <td>-82</td>\n",
       "      <td>118</td>\n",
       "      <td>-124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>17700</td>\n",
       "      <td>300</td>\n",
       "      <td>158</td>\n",
       "      <td>-142</td>\n",
       "      <td>0</td>\n",
       "      <td>-82</td>\n",
       "      <td>-82</td>\n",
       "      <td>-224</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>17800</td>\n",
       "      <td>200</td>\n",
       "      <td>158</td>\n",
       "      <td>-42</td>\n",
       "      <td>0</td>\n",
       "      <td>-82</td>\n",
       "      <td>-82</td>\n",
       "      <td>-124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>17900</td>\n",
       "      <td>100</td>\n",
       "      <td>158</td>\n",
       "      <td>58</td>\n",
       "      <td>0</td>\n",
       "      <td>-82</td>\n",
       "      <td>-82</td>\n",
       "      <td>-24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>18000</td>\n",
       "      <td>0</td>\n",
       "      <td>158</td>\n",
       "      <td>158</td>\n",
       "      <td>0</td>\n",
       "      <td>-82</td>\n",
       "      <td>-82</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>18100</td>\n",
       "      <td>0</td>\n",
       "      <td>158</td>\n",
       "      <td>158</td>\n",
       "      <td>0</td>\n",
       "      <td>-82</td>\n",
       "      <td>-82</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>18200</td>\n",
       "      <td>0</td>\n",
       "      <td>158</td>\n",
       "      <td>158</td>\n",
       "      <td>0</td>\n",
       "      <td>-82</td>\n",
       "      <td>-82</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>18300</td>\n",
       "      <td>0</td>\n",
       "      <td>158</td>\n",
       "      <td>158</td>\n",
       "      <td>0</td>\n",
       "      <td>-82</td>\n",
       "      <td>-82</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>18400</td>\n",
       "      <td>0</td>\n",
       "      <td>158</td>\n",
       "      <td>158</td>\n",
       "      <td>0</td>\n",
       "      <td>-82</td>\n",
       "      <td>-82</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>18500</td>\n",
       "      <td>0</td>\n",
       "      <td>158</td>\n",
       "      <td>158</td>\n",
       "      <td>0</td>\n",
       "      <td>-82</td>\n",
       "      <td>-82</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>18600</td>\n",
       "      <td>0</td>\n",
       "      <td>158</td>\n",
       "      <td>158</td>\n",
       "      <td>0</td>\n",
       "      <td>-82</td>\n",
       "      <td>-82</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>18700</td>\n",
       "      <td>0</td>\n",
       "      <td>158</td>\n",
       "      <td>158</td>\n",
       "      <td>0</td>\n",
       "      <td>-82</td>\n",
       "      <td>-82</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>18800</td>\n",
       "      <td>0</td>\n",
       "      <td>158</td>\n",
       "      <td>158</td>\n",
       "      <td>0</td>\n",
       "      <td>-82</td>\n",
       "      <td>-82</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>18900</td>\n",
       "      <td>0</td>\n",
       "      <td>158</td>\n",
       "      <td>158</td>\n",
       "      <td>0</td>\n",
       "      <td>-82</td>\n",
       "      <td>-82</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    Market Expiry  Short-IV   PR  Short Payoff  2Long-IV  PP  Long Payoff  \\\n",
       "0           17000      1000  158          -842      1400 -82         1318   \n",
       "1           17100       900  158          -742      1200 -82         1118   \n",
       "2           17200       800  158          -642      1000 -82          918   \n",
       "3           17300       700  158          -542       800 -82          718   \n",
       "4           17400       600  158          -442       600 -82          518   \n",
       "5           17500       500  158          -342       400 -82          318   \n",
       "6           17600       400  158          -242       200 -82          118   \n",
       "7           17700       300  158          -142         0 -82          -82   \n",
       "8           17800       200  158           -42         0 -82          -82   \n",
       "9           17900       100  158            58         0 -82          -82   \n",
       "10          18000         0  158           158         0 -82          -82   \n",
       "11          18100         0  158           158         0 -82          -82   \n",
       "12          18200         0  158           158         0 -82          -82   \n",
       "13          18300         0  158           158         0 -82          -82   \n",
       "14          18400         0  158           158         0 -82          -82   \n",
       "15          18500         0  158           158         0 -82          -82   \n",
       "16          18600         0  158           158         0 -82          -82   \n",
       "17          18700         0  158           158         0 -82          -82   \n",
       "18          18800         0  158           158         0 -82          -82   \n",
       "19          18900         0  158           158         0 -82          -82   \n",
       "\n",
       "    Strategy Pay off  \n",
       "0                476  \n",
       "1                376  \n",
       "2                276  \n",
       "3                176  \n",
       "4                 76  \n",
       "5                -24  \n",
       "6               -124  \n",
       "7               -224  \n",
       "8               -124  \n",
       "9                -24  \n",
       "10                76  \n",
       "11                76  \n",
       "12                76  \n",
       "13                76  \n",
       "14                76  \n",
       "15                76  \n",
       "16                76  \n",
       "17                76  \n",
       "18                76  \n",
       "19                76  "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 2800x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Market Expiry Price\n",
    "MEP = np.arange(17000, 19000, 100)\n",
    "#------------------------------------\n",
    "# 1 Short  strike price (Short  Position @ ITM PUT )\n",
    "LST = 18000\n",
    "Premium_Received = 158\n",
    "#------------------------------------\n",
    "# 2 Long Strike Rate (Long Position @ OTM PUT)\n",
    "HST = 17700 \n",
    "#Premium_Paid for 2 Long Positions\n",
    "Premium_Paid1 = 41\n",
    "Premium_Paid2 = 41\n",
    "df = strategies.Put_Ratio_Back(MEP,LST,HST,Premium_Paid1,Premium_Paid2,Premium_Received)\n",
    "df.head(len(MEP))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
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    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.10"
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   "hotkeys": {
    "equation": "Ctrl-E",
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 "nbformat": 4,
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