YHT_Hedging29_10_2020_Bid_Ask_Single_Dual_Diff.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "access token : t6KuMIWHc6DuuO8oA4WahX2gWVutd5Uo\n",
      "request token : 1kn4ah9uXd6FRSPY2R9hH3v2ldtRbAM9\n"
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    {
     "data": {
      "text/html": [
       "\n",
       "    <div class=\"bk-root\">\n",
       "        <a href=\"https://bokeh.org\" target=\"_blank\" class=\"bk-logo bk-logo-small bk-logo-notebook\"></a>\n",
       "        <span id=\"1001\">Loading BokehJS ...</span>\n",
       "    </div>"
      ]
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     "metadata": {},
     "output_type": "display_data"
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     "data": {
      "application/javascript": [
       "\n",
       "(function(root) {\n",
       "  function now() {\n",
       "    return new Date();\n",
       "  }\n",
       "\n",
       "  var force = true;\n",
       "\n",
       "  if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n",
       "    root._bokeh_onload_callbacks = [];\n",
       "    root._bokeh_is_loading = undefined;\n",
       "  }\n",
       "\n",
       "  var JS_MIME_TYPE = 'application/javascript';\n",
       "  var HTML_MIME_TYPE = 'text/html';\n",
       "  var EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n",
       "  var CLASS_NAME = 'output_bokeh rendered_html';\n",
       "\n",
       "  /**\n",
       "   * Render data to the DOM node\n",
       "   */\n",
       "  function render(props, node) {\n",
       "    var script = document.createElement(\"script\");\n",
       "    node.appendChild(script);\n",
       "  }\n",
       "\n",
       "  /**\n",
       "   * Handle when an output is cleared or removed\n",
       "   */\n",
       "  function handleClearOutput(event, handle) {\n",
       "    var cell = handle.cell;\n",
       "\n",
       "    var id = cell.output_area._bokeh_element_id;\n",
       "    var server_id = cell.output_area._bokeh_server_id;\n",
       "    // Clean up Bokeh references\n",
       "    if (id != null && id in Bokeh.index) {\n",
       "      Bokeh.index[id].model.document.clear();\n",
       "      delete Bokeh.index[id];\n",
       "    }\n",
       "\n",
       "    if (server_id !== undefined) {\n",
       "      // Clean up Bokeh references\n",
       "      var cmd = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n",
       "      cell.notebook.kernel.execute(cmd, {\n",
       "        iopub: {\n",
       "          output: function(msg) {\n",
       "            var id = msg.content.text.trim();\n",
       "            if (id in Bokeh.index) {\n",
       "              Bokeh.index[id].model.document.clear();\n",
       "              delete Bokeh.index[id];\n",
       "            }\n",
       "          }\n",
       "        }\n",
       "      });\n",
       "      // Destroy server and session\n",
       "      var cmd = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n",
       "      cell.notebook.kernel.execute(cmd);\n",
       "    }\n",
       "  }\n",
       "\n",
       "  /**\n",
       "   * Handle when a new output is added\n",
       "   */\n",
       "  function handleAddOutput(event, handle) {\n",
       "    var output_area = handle.output_area;\n",
       "    var output = handle.output;\n",
       "\n",
       "    // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n",
       "    if ((output.output_type != \"display_data\") || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n",
       "      return\n",
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       "\n",
       "    var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n",
       "\n",
       "    if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n",
       "      toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n",
       "      // store reference to embed id on output_area\n",
       "      output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n",
       "    }\n",
       "    if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n",
       "      var bk_div = document.createElement(\"div\");\n",
       "      bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
       "      var script_attrs = bk_div.children[0].attributes;\n",
       "      for (var i = 0; i < script_attrs.length; i++) {\n",
       "        toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n",
       "        toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n",
       "      }\n",
       "      // store reference to server id on output_area\n",
       "      output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n",
       "    }\n",
       "  }\n",
       "\n",
       "  function register_renderer(events, OutputArea) {\n",
       "\n",
       "    function append_mime(data, metadata, element) {\n",
       "      // create a DOM node to render to\n",
       "      var toinsert = this.create_output_subarea(\n",
       "        metadata,\n",
       "        CLASS_NAME,\n",
       "        EXEC_MIME_TYPE\n",
       "      );\n",
       "      this.keyboard_manager.register_events(toinsert);\n",
       "      // Render to node\n",
       "      var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n",
       "      render(props, toinsert[toinsert.length - 1]);\n",
       "      element.append(toinsert);\n",
       "      return toinsert\n",
       "    }\n",
       "\n",
       "    /* Handle when an output is cleared or removed */\n",
       "    events.on('clear_output.CodeCell', handleClearOutput);\n",
       "    events.on('delete.Cell', handleClearOutput);\n",
       "\n",
       "    /* Handle when a new output is added */\n",
       "    events.on('output_added.OutputArea', handleAddOutput);\n",
       "\n",
       "    /**\n",
       "     * Register the mime type and append_mime function with output_area\n",
       "     */\n",
       "    OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n",
       "      /* Is output safe? */\n",
       "      safe: true,\n",
       "      /* Index of renderer in `output_area.display_order` */\n",
       "      index: 0\n",
       "    });\n",
       "  }\n",
       "\n",
       "  // register the mime type if in Jupyter Notebook environment and previously unregistered\n",
       "  if (root.Jupyter !== undefined) {\n",
       "    var events = require('base/js/events');\n",
       "    var OutputArea = require('notebook/js/outputarea').OutputArea;\n",
       "\n",
       "    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n",
       "      register_renderer(events, OutputArea);\n",
       "    }\n",
       "  }\n",
       "\n",
       "  \n",
       "  if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n",
       "    root._bokeh_timeout = Date.now() + 5000;\n",
       "    root._bokeh_failed_load = false;\n",
       "  }\n",
       "\n",
       "  var NB_LOAD_WARNING = {'data': {'text/html':\n",
       "     \"<div style='background-color: #fdd'>\\n\"+\n",
       "     \"<p>\\n\"+\n",
       "     \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "     \"</p>\\n\"+\n",
       "     \"<ul>\\n\"+\n",
       "     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
       "     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
       "     \"</ul>\\n\"+\n",
       "     \"<code>\\n\"+\n",
       "     \"from bokeh.resources import INLINE\\n\"+\n",
       "     \"output_notebook(resources=INLINE)\\n\"+\n",
       "     \"</code>\\n\"+\n",
       "     \"</div>\"}};\n",
       "\n",
       "  function display_loaded() {\n",
       "    var el = document.getElementById(\"1001\");\n",
       "    if (el != null) {\n",
       "      el.textContent = \"BokehJS is loading...\";\n",
       "    }\n",
       "    if (root.Bokeh !== undefined) {\n",
       "      if (el != null) {\n",
       "        el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n",
       "      }\n",
       "    } else if (Date.now() < root._bokeh_timeout) {\n",
       "      setTimeout(display_loaded, 100)\n",
       "    }\n",
       "  }\n",
       "\n",
       "\n",
       "  function run_callbacks() {\n",
       "    try {\n",
       "      root._bokeh_onload_callbacks.forEach(function(callback) {\n",
       "        if (callback != null)\n",
       "          callback();\n",
       "      });\n",
       "    } finally {\n",
       "      delete root._bokeh_onload_callbacks\n",
       "    }\n",
       "    console.debug(\"Bokeh: all callbacks have finished\");\n",
       "  }\n",
       "\n",
       "  function load_libs(css_urls, js_urls, callback) {\n",
       "    if (css_urls == null) css_urls = [];\n",
       "    if (js_urls == null) js_urls = [];\n",
       "\n",
       "    root._bokeh_onload_callbacks.push(callback);\n",
       "    if (root._bokeh_is_loading > 0) {\n",
       "      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
       "      return null;\n",
       "    }\n",
       "    if (js_urls == null || js_urls.length === 0) {\n",
       "      run_callbacks();\n",
       "      return null;\n",
       "    }\n",
       "    console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "    root._bokeh_is_loading = css_urls.length + js_urls.length;\n",
       "\n",
       "    function on_load() {\n",
       "      root._bokeh_is_loading--;\n",
       "      if (root._bokeh_is_loading === 0) {\n",
       "        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n",
       "        run_callbacks()\n",
       "      }\n",
       "    }\n",
       "\n",
       "    function on_error() {\n",
       "      console.error(\"failed to load \" + url);\n",
       "    }\n",
       "\n",
       "    for (var i = 0; i < css_urls.length; i++) {\n",
       "      var url = css_urls[i];\n",
       "      const element = document.createElement(\"link\");\n",
       "      element.onload = on_load;\n",
       "      element.onerror = on_error;\n",
       "      element.rel = \"stylesheet\";\n",
       "      element.type = \"text/css\";\n",
       "      element.href = url;\n",
       "      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n",
       "      document.body.appendChild(element);\n",
       "    }\n",
       "\n",
       "    const hashes = {\"https://cdn.bokeh.org/bokeh/release/bokeh-2.2.3.min.js\": \"T2yuo9Oe71Cz/I4X9Ac5+gpEa5a8PpJCDlqKYO0CfAuEszu1JrXLl8YugMqYe3sM\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.2.3.min.js\": \"98GDGJ0kOMCUMUePhksaQ/GYgB3+NH9h996V88sh3aOiUNX3N+fLXAtry6xctSZ6\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.2.3.min.js\": \"89bArO+nlbP3sgakeHjCo1JYxYR5wufVgA3IbUvDY+K7w4zyxJqssu7wVnfeKCq8\"};\n",
       "\n",
       "    for (var i = 0; i < js_urls.length; i++) {\n",
       "      var url = js_urls[i];\n",
       "      var element = document.createElement('script');\n",
       "      element.onload = on_load;\n",
       "      element.onerror = on_error;\n",
       "      element.async = false;\n",
       "      element.src = url;\n",
       "      if (url in hashes) {\n",
       "        element.crossOrigin = \"anonymous\";\n",
       "        element.integrity = \"sha384-\" + hashes[url];\n",
       "      }\n",
       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "      document.head.appendChild(element);\n",
       "    }\n",
       "  };\n",
       "\n",
       "  function inject_raw_css(css) {\n",
       "    const element = document.createElement(\"style\");\n",
       "    element.appendChild(document.createTextNode(css));\n",
       "    document.body.appendChild(element);\n",
       "  }\n",
       "\n",
       "  \n",
       "  var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.2.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.2.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.2.3.min.js\"];\n",
       "  var css_urls = [];\n",
       "  \n",
       "\n",
       "  var inline_js = [\n",
       "    function(Bokeh) {\n",
       "      Bokeh.set_log_level(\"info\");\n",
       "    },\n",
       "    function(Bokeh) {\n",
       "    \n",
       "    \n",
       "    }\n",
       "  ];\n",
       "\n",
       "  function run_inline_js() {\n",
       "    \n",
       "    if (root.Bokeh !== undefined || force === true) {\n",
       "      \n",
       "    for (var i = 0; i < inline_js.length; i++) {\n",
       "      inline_js[i].call(root, root.Bokeh);\n",
       "    }\n",
       "    if (force === true) {\n",
       "        display_loaded();\n",
       "      }} else if (Date.now() < root._bokeh_timeout) {\n",
       "      setTimeout(run_inline_js, 100);\n",
       "    } else if (!root._bokeh_failed_load) {\n",
       "      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "      root._bokeh_failed_load = true;\n",
       "    } else if (force !== true) {\n",
       "      var cell = $(document.getElementById(\"1001\")).parents('.cell').data().cell;\n",
       "      cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
       "    }\n",
       "\n",
       "  }\n",
       "\n",
       "  if (root._bokeh_is_loading === 0) {\n",
       "    console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "    run_inline_js();\n",
       "  } else {\n",
       "    load_libs(css_urls, js_urls, function() {\n",
       "      console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "      run_inline_js();\n",
       "    });\n",
       "  }\n",
       "}(window));"
      ],
      "application/vnd.bokehjs_load.v0+json": "\n(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  var force = true;\n\n  if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n    root._bokeh_onload_callbacks = [];\n    root._bokeh_is_loading = undefined;\n  }\n\n  \n\n  \n  if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  var NB_LOAD_WARNING = {'data': {'text/html':\n     \"<div style='background-color: #fdd'>\\n\"+\n     \"<p>\\n\"+\n     \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n     \"</p>\\n\"+\n     \"<ul>\\n\"+\n     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n     \"</ul>\\n\"+\n     \"<code>\\n\"+\n     \"from bokeh.resources import INLINE\\n\"+\n     \"output_notebook(resources=INLINE)\\n\"+\n     \"</code>\\n\"+\n     \"</div>\"}};\n\n  function display_loaded() {\n    var el = document.getElementById(\"1001\");\n    if (el != null) {\n      el.textContent = \"BokehJS is loading...\";\n    }\n    if (root.Bokeh !== undefined) {\n      if (el != null) {\n        el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n      }\n    } else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(display_loaded, 100)\n    }\n  }\n\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n\n    root._bokeh_onload_callbacks.push(callback);\n    if (root._bokeh_is_loading > 0) {\n      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    }\n    if (js_urls == null || js_urls.length === 0) {\n      run_callbacks();\n      return null;\n    }\n    console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n    root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n\n    function on_error() {\n      console.error(\"failed to load \" + url);\n    }\n\n    for (var i = 0; i < css_urls.length; i++) {\n      var url = css_urls[i];\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }\n\n    const hashes = {\"https://cdn.bokeh.org/bokeh/release/bokeh-2.2.3.min.js\": \"T2yuo9Oe71Cz/I4X9Ac5+gpEa5a8PpJCDlqKYO0CfAuEszu1JrXLl8YugMqYe3sM\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.2.3.min.js\": \"98GDGJ0kOMCUMUePhksaQ/GYgB3+NH9h996V88sh3aOiUNX3N+fLXAtry6xctSZ6\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.2.3.min.js\": \"89bArO+nlbP3sgakeHjCo1JYxYR5wufVgA3IbUvDY+K7w4zyxJqssu7wVnfeKCq8\"};\n\n    for (var i = 0; i < js_urls.length; i++) {\n      var url = js_urls[i];\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      if (url in hashes) {\n        element.crossOrigin = \"anonymous\";\n        element.integrity = \"sha384-\" + hashes[url];\n      }\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  \n  var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.2.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.2.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.2.3.min.js\"];\n  var css_urls = [];\n  \n\n  var inline_js = [\n    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\n    function(Bokeh) {\n    \n    \n    }\n  ];\n\n  function run_inline_js() {\n    \n    if (root.Bokeh !== undefined || force === true) {\n      \n    for (var i = 0; i < inline_js.length; i++) {\n      inline_js[i].call(root, root.Bokeh);\n    }\n    if (force === true) {\n        display_loaded();\n      }} else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    } else if (force !== true) {\n      var cell = $(document.getElementById(\"1001\")).parents('.cell').data().cell;\n      cell.output_area.append_execute_result(NB_LOAD_WARNING)\n    }\n\n  }\n\n  if (root._bokeh_is_loading === 0) {\n    console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n    run_inline_js();\n  } else {\n    load_libs(css_urls, js_urls, function() {\n      console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n      run_inline_js();\n    });\n  }\n}(window));"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "1"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "####################\n",
    "# #AUTO LOGIN-1 of 1 #\n",
    "####################\n",
    "\n",
    "import login\n",
    "from login import *\n",
    "import pandas as pd\n",
    "from loguru import logger\n",
    "import threading\n",
    "pd.set_option('plotting.backend', 'pandas_bokeh')\n",
    "import pandas_bokeh\n",
    "pandas_bokeh.output_notebook()\n",
    "logger.add(\"./logs/hedging_logs_{time}.log\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# # Add 5 paisa "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# # #######################\n",
    "# # # MANUAL LOGIN-1 of 1 #\n",
    "# # #######################\n",
    "\n",
    "# import logging\n",
    "# from kiteconnect import KiteConnect\n",
    "# logging.basicConfig(level=logging.ERROR)\n",
    "# import threading\n",
    "# kite = KiteConnect(api_key=\"w19o0chuo929jxkp\")\n",
    "# import joblib\n",
    "# kite = joblib.load('kitefile.p')\n",
    "# print(kite.login_url())\n",
    "# mytoken = input('Enter Token Here : ')  \n",
    "# data = kite.generate_session(mytoken,api_secret=\"gsw8ps17ex7lf3cuji4prfnwb4vlyr4y\")\n",
    "# kite.set_access_token(data[\"access_token\"])\n",
    "# import joblib\n",
    "# joblib.dump(kite,'kitefile.p')\n",
    "# import act\n",
    "# from act import *\n",
    "# api_k = \"w19o0chuo929jxkp\"  # api_key\n",
    "# api_s = \"gsw8ps17ex7lf3cuji4prfnwb4vlyr4y\"  # api_secret\n",
    "# my_ret_token = get_login(api_k, api_s)\n",
    "# kws = KiteTicker(\"w19o0chuo929jxkp\", my_ret_token)\n",
    "# from loguru import logger\n",
    "# logger.add(\"hedging_logs.log\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "#######################\n",
    "# OPTIONAL RUN-1 of 4 #\n",
    "#######################\n",
    "\n",
    "#kite.orders()[-1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "#######################\n",
    "# OPTIONAL RUN-2 of 4 #\n",
    "#######################\n",
    "\n",
    "#kite.positions()['net']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "#######################\n",
    "# OPTIONAL RUN-3 of 4 #\n",
    "#######################\n",
    "\n",
    "#kite.holdings()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "#######################\n",
    "# OPTIONAL RUN-4 of 4 #\n",
    "#######################\n",
    "\n",
    "#kite.margins(segment = 'equity')['available']['live_balance']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# # # PARAMETERS FOR CALL/PUT ###\n",
    "# this_month_token = 12218114          \n",
    "# next_month_token = 12218626             \n",
    "# this_month_symbol = 'NIFTY20NOV11650PE'  \n",
    "# next_month_symbol = 'NIFTY20NOV11700PE'\n",
    "# exchange_type = kite.EXCHANGE_NFO   # NFO, CDS, EQT\n",
    "# max_diff_set = 26.8980                   \n",
    "# min_diff_set = 22.1890\n",
    "# max_diff_paisa_set = 3.3035\n",
    "# min_diff_paisa_set = 1.3035\n",
    "# fullquant = 150                        \n",
    "# order_type = 'MIS'                  \n",
    "# ######################"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "# ##### PARAMETERS FOR CALL/PUT ###\n",
    "this_month_token = 2563843          \n",
    "next_month_token = 2563331             \n",
    "this_month_symbol = 'USDINR20NOV74.25CE'  \n",
    "next_month_symbol = 'USDINR20NOV74CE'\n",
    "exchange_type = kite.EXCHANGE_CDS   # NFO, CDS, EQT\n",
    "max_diff_set = 0.0150\n",
    "min_diff_set = 0.0075\n",
    "max_diff_paisa_set = 0.0150\n",
    "min_diff_paisa_set = 0.0075\n",
    "fullquant = 100\n",
    "order_type = 'NRML'\n",
    "###########################"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:54:15.550 | DEBUG    | __main__:<module>:22 - Paramentes : \n",
      "2020-11-02 13:54:15.551 | DEBUG    | __main__:<module>:23 - this_month_token : 2563843\n",
      "2020-11-02 13:54:15.553 | DEBUG    | __main__:<module>:24 - next_month_token : 2563331\n",
      "2020-11-02 13:54:15.555 | DEBUG    | __main__:<module>:25 - this_month_symbol : USDINR20NOV74.25CE\n",
      "2020-11-02 13:54:15.556 | DEBUG    | __main__:<module>:26 - next_month_symbol : USDINR20NOV74CE\n",
      "2020-11-02 13:54:15.559 | DEBUG    | __main__:<module>:29 - max_diff_paisa_set : 0.015\n",
      "2020-11-02 13:54:15.560 | DEBUG    | __main__:<module>:30 - min_diff_paisa_set : 0.0075\n",
      "2020-11-02 13:54:15.562 | DEBUG    | __main__:<module>:31 - fullquant : 100\n",
      "2020-11-02 13:54:15.564 | DEBUG    | __main__:<module>:32 - order_type : NRML\n"
     ]
    }
   ],
   "source": [
    "#####################\n",
    "# NORMAL RUN-1 of 4 #\n",
    "#####################\n",
    "#############################################################################################################################\n",
    "#########################    ##############\n",
    "# Update this part only #    # Parameters #\n",
    "# #########################    ##############\n",
    "# # # FOR USDINR ###\n",
    "# this_month_symbol = 'USDINR20NOVFUT'  \n",
    "# next_month_symbol = 'USDINR20DECFUT'\n",
    "# this_month_token = 780803          \n",
    "# next_month_token = 380675\n",
    "# exchange_type = kite.EXCHANGE_CDS   # NFO, CDS, EQT         \n",
    "# # max_diff_set = 25                   \n",
    "# # min_diff_set = 17                    \n",
    "# max_diff_paisa_set = 0.0125\n",
    "# min_diff_paisa_set = 0.0050\n",
    "# fullquant = 120                       \n",
    "# order_type = 'MIS'                  \n",
    "# ######################\n",
    "\n",
    "logger.debug('Paramentes : ')\n",
    "logger.debug('this_month_token : ' + str(this_month_token))\n",
    "logger.debug('next_month_token : ' + str(next_month_token))\n",
    "logger.debug('this_month_symbol : ' + str(this_month_symbol))\n",
    "logger.debug('next_month_symbol : ' + str(next_month_symbol))\n",
    "# logger.debug('max_diff_set : ' + str(max_diff_set))\n",
    "# logger.debug('min_diff_set : ' + str(min_diff_set))\n",
    "logger.debug('max_diff_paisa_set : ' + str(max_diff_paisa_set))\n",
    "logger.debug('min_diff_paisa_set : ' + str(min_diff_paisa_set))\n",
    "logger.debug('fullquant : ' + str(fullquant))\n",
    "logger.debug('order_type : ' + str(order_type))\n",
    "\n",
    "# difference_ip = 0.0325 \n",
    "symbol_ip = this_month_symbol\n",
    "symbol_ip2 = next_month_symbol\n",
    "\n",
    "inst_token = this_month_token\n",
    "inst_token2 = next_month_token"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "# #####################\n",
    "# # NORMAL RUN-2 of 4 #\n",
    "# #####################\n",
    "# ################################\n",
    "# # GETTING MOST REPEATED DIFF   #\n",
    "# ################################\n",
    "\n",
    "# from datetime import timedelta\n",
    "# import datetime\n",
    "\n",
    "# old_lst=[]\n",
    "# old_lst2=[]\n",
    "\n",
    "# interval='minute'\n",
    "# todaydt=datetime.date.today()\n",
    "# hud_ago=todaydt-timedelta(days=59)\n",
    "# to_date=datetime.date.isoformat(todaydt)\n",
    "# from_date=datetime.date.isoformat(hud_ago)\n",
    "# for i2 in range(50):\n",
    "    \n",
    "#     new_lst = kite.historical_data(inst_token, from_date, to_date, interval,continuous=False)\n",
    "#     old_lst = new_lst + old_lst\n",
    "    \n",
    "#     new_lst2 = kite.historical_data(inst_token2, from_date, to_date, interval,continuous=False)\n",
    "#     old_lst2 = new_lst2 + old_lst2\n",
    "    \n",
    "#     todaydt=todaydt-timedelta(days=60)\n",
    "#     hud_ago=hud_ago-timedelta(days=60)\n",
    "#     to_date=datetime.date.isoformat(todaydt)\n",
    "#     from_date=datetime.date.isoformat(hud_ago)\n",
    "    \n",
    "# mydf1 = pd.DataFrame(old_lst)\n",
    "# mydf2 = pd.DataFrame(old_lst2)\n",
    "# day_ago = 1\n",
    "\n",
    "# badbaki = 480*(day_ago - 1)\n",
    "# oneday1 = mydf1['close'][107292-badbaki:107772-badbaki].to_numpy()\n",
    "# oneday2= mydf2['close'][98984-badbaki:99464-badbaki].to_numpy()\n",
    "# mydiff = oneday2 - oneday1\n",
    "\n",
    "# most_repeated_diff = round(pd.DataFrame(mydiff).describe()[:][5:6].to_numpy()[0][0],4)\n",
    "# most_repeated_diff\n",
    "\n",
    "# print( 'Most Repeated Difference : '+ str(day_ago) +' days ago : '  +  str(most_repeated_diff))\n",
    "\n",
    "# # CALCULATE UPPER LOWER DIFFERENCE\n",
    "\n",
    "# base = 0.0025\n",
    "# # print('diff_ip : '+str(difference_ip))\n",
    "# if(difference_ip%0.0050==0.0):\n",
    "#     max_diff_set = most_repeated_diff + (difference_ip/2)\n",
    "#     min_diff_set = most_repeated_diff - (difference_ip/2)\n",
    "# else:\n",
    "#     rem = round(difference_ip%0.0050,4)\n",
    "#     wo_rem = round(difference_ip-rem,4)\n",
    "\n",
    "# #     print(rem)\n",
    "# #     print(wo_rem)\n",
    "#     max_diff_set = most_repeated_diff + (wo_rem/2)\n",
    "#     min_diff_set = most_repeated_diff - (wo_rem/2) - rem\n",
    "\n",
    "# # max_diff_set = most_repeated_diff + (difference_ip/2)\n",
    "# # min_diff_set = most_repeated_diff - (difference_ip/2)\n",
    "\n",
    "# print('Upper Diff : '+str(round(max_diff_set,4)))\n",
    "# print('Lower Diff : '+str(round(min_diff_set,4)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "#####################\n",
    "# NORMAL RUN-3 of 4 #\n",
    "#####################\n",
    "\n",
    "myquantity = 0\n",
    "myquantity2 = 0\n",
    "is_my_quant_updated = True\n",
    "def getquant():\n",
    "    global myquantity,myquantity2\n",
    "    global order_type\n",
    "    global symbol_ip\n",
    "    allpos = kite.positions()['net']\n",
    "    for i in range(len(allpos)):\n",
    "        if(allpos[i]['tradingsymbol']==symbol_ip and  allpos[i]['product']== order_type):\n",
    "            myquantity = allpos[i]['quantity']\n",
    "            print('this month quantity : ' + str(allpos[i]['quantity']))\n",
    "            logger.debug('this_month_my_quant : '+str(myquantity))\n",
    "        if(allpos[i]['tradingsymbol']==symbol_ip2 and  allpos[i]['product']== order_type):\n",
    "            myquantity2 = allpos[i]['quantity']\n",
    "            print('next month quantity : ' + str(allpos[i]['quantity']))\n",
    "            logger.debug('next_month_my_quant : '+str(myquantity2))\n",
    "getquant()\n",
    "\n",
    "def placeneworder(quantdiff,symbol_ipp):\n",
    "    global stopbuy,order_type,exchange_type,stopsell,is_my_quant_updated\n",
    "    \n",
    "    if(quantdiff!=0):\n",
    "        is_my_quant_updated=False\n",
    "    \n",
    "    if(quantdiff>0):\n",
    "        try:\n",
    "                order_id= kite.place_order(tradingsymbol=symbol_ipp,\n",
    "                            exchange=exchange_type,\n",
    "                            transaction_type=kite.TRANSACTION_TYPE_BUY,\n",
    "                            quantity=abs(quantdiff),\n",
    "                            order_type=kite.ORDER_TYPE_MARKET,\n",
    "                            variety = kite.VARIETY_REGULAR,\n",
    "                            product=kite.PRODUCT_MIS if order_type=='MIS' else kite.PRODUCT_NRML)\n",
    "                logger.debug('order_placed @ '+str(symbol_ipp) + ' for '+str(abs(quantdiff)))\n",
    "        except Exception as e:\n",
    "            print(e)\n",
    "            logger.debug('order_placed_rejected @ '+str(symbol_ipp)+' for '+str(abs(quantdiff)))\n",
    "    if(quantdiff<0):\n",
    "        try:\n",
    "                order_id= kite.place_order(tradingsymbol=symbol_ipp,\n",
    "                            exchange=exchange_type,\n",
    "                            transaction_type=kite.TRANSACTION_TYPE_SELL,\n",
    "                            quantity=abs(quantdiff),\n",
    "                            order_type=kite.ORDER_TYPE_MARKET,\n",
    "                            variety = kite.VARIETY_REGULAR,\n",
    "                            product=kite.PRODUCT_MIS if order_type=='MIS' else kite.PRODUCT_NRML)\n",
    "                logger.debug('order_placed @ '+str(symbol_ipp) + ' for '+str(abs(quantdiff)))\n",
    "        except Exception as e:\n",
    "            print(e)\n",
    "            logger.debug('order_placed_rejected @ '+str(symbol_ipp)+' for '+str(abs(quantdiff)))\n",
    "            \n",
    "    if(quantdiff!=0):\n",
    "        getquant()\n",
    "        is_my_quant_updated=True\n",
    "\n",
    "def ckqnt (orderquant):\n",
    "    logger.debug('in ckqnt :')\n",
    "    global myquantity,myquantity2,symbol_ip,symbol_ip2,is_my_quant_updated\n",
    "    quantdiff = orderquant - myquantity\n",
    "    quantdiff2 = -orderquant - myquantity2\n",
    "    \n",
    "    logger.debug('this_month_quant_diff'+' : '+str(quantdiff) + ' = '+ str(orderquant)+'-'+str(myquantity)+' in '+str(symbol_ip))\n",
    "    logger.debug('next_month_quant_diff'+' : '+str(quantdiff2) + ' = '+ str(-orderquant)+'-'+str(myquantity2)+' in '+str(symbol_ip2))\n",
    "    \n",
    "    y1 = threading.Thread(target=placeneworder, args=(quantdiff,symbol_ip))\n",
    "    y2 = threading.Thread(target=placeneworder, args=(quantdiff2,symbol_ip2))\n",
    "    \n",
    "    if(is_my_quant_updated):\n",
    "        y1.start()\n",
    "        y2.start()\n",
    "    \n",
    "#     placeneworder(quantdiff,symbol_ip)\n",
    "#     placeneworder(quantdiff2,symbol_ip2)\n",
    "    \n",
    "    \n",
    "    return myquantity"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 18\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 19\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 20\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 21\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 22\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 23\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 24\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 25\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 26\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 27\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 28\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 29\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 30\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 31\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 32\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.9\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
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      "==========================\n",
      "Counter : 33\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.9\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
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      "==========================\n",
      "Counter : 34\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.9\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
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      "==========================\n",
      "Counter : 35\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 36\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 37\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
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      "==========================\n",
      "Counter : 38\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 39\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 40\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 41\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 42\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 43\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 44\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 45\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 46\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
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      "==========================\n",
      "Counter : 47\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 48\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 49\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 50\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 51\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 52\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 53\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.9\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
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      "==========================\n",
      "Counter : 54\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.9\n",
      "next_month_sell_quote : 0.9075\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
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      "==========================\n",
      "Counter : 55\n",
      "this_month_buy_quote : 0.7525\n",
      "this_month_sell_quote : 0.7575\n",
      "next_month_buy_quote : 0.9\n",
      "next_month_sell_quote : 0.9075\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 56\n",
      "this_month_buy_quote : 0.7525\n",
      "this_month_sell_quote : 0.7575\n",
      "next_month_buy_quote : 0.9\n",
      "next_month_sell_quote : 0.9075\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 57\n",
      "this_month_buy_quote : 0.7525\n",
      "this_month_sell_quote : 0.7575\n",
      "next_month_buy_quote : 0.9\n",
      "next_month_sell_quote : 0.9075\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 58\n",
      "this_month_buy_quote : 0.7525\n",
      "this_month_sell_quote : 0.7575\n",
      "next_month_buy_quote : 0.9\n",
      "next_month_sell_quote : 0.9075\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 59\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.9\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 60\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 61\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 62\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 63\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 64\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 65\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 66\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 67\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 68\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 69\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.15\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
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      "==========================\n",
      "Counter : 70\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
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      "==========================\n",
      "Counter : 71\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 72\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 73\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 74\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 75\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 76\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 77\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 78\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 79\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 80\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 81\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 82\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 83\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 84\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 85\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 86\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 87\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 88\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 89\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 90\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 91\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 92\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 93\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 94\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 95\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 96\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 97\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 98\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 99\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 100\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 101\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 102\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 103\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 104\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 105\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 106\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 107\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 108\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 109\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 110\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 111\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 112\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 113\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 114\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 115\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 116\n",
      "this_month_buy_quote : 0.7525\n",
      "this_month_sell_quote : 0.7575\n",
      "next_month_buy_quote : 0.9\n",
      "next_month_sell_quote : 0.9075\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
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      "==========================\n",
      "Counter : 117\n",
      "this_month_buy_quote : 0.7525\n",
      "this_month_sell_quote : 0.7575\n",
      "next_month_buy_quote : 0.9\n",
      "next_month_sell_quote : 0.9075\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
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      "==========================\n",
      "Counter : 118\n",
      "this_month_buy_quote : 0.7525\n",
      "this_month_sell_quote : 0.7575\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 119\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 120\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 121\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
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      "==========================\n",
      "Counter : 122\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 123\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 124\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
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      "==========================\n",
      "Counter : 125\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
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      "==========================\n",
      "Counter : 126\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
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      "==========================\n",
      "Counter : 127\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
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      "==========================\n",
      "Counter : 128\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
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      "==========================\n",
      "Counter : 129\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 130\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.8925\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
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      "==========================\n",
      "Counter : 131\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.8925\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 132\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.8925\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 133\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.8925\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 134\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.8925\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 135\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.8925\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 136\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.8925\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 137\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.8925\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 138\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
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      "==========================\n",
      "Counter : 139\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 140\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 141\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 142\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 143\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 144\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
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      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 145\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
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      "==========================\n",
      "Counter : 146\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
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      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 147\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 148\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 149\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 150\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 151\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 152\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 153\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 154\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 155\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 156\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 157\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 158\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 159\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 160\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9025\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 161\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 162\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 163\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 164\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 165\n",
      "this_month_buy_quote : 0.7475\n",
      "this_month_sell_quote : 0.7525\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 166\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.895\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.15\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:56:31.539 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 13:56:31.541 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 13:56:31.542 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 13:56:31.552 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 971, 'sell_quantity': 1950, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 13, 56, 30), 'depth': {'buy': [{'quantity': 95, 'price': 0.75, 'orders': 2}, {'quantity': 343, 'price': 0.7475, 'orders': 4}, {'quantity': 57, 'price': 0.745, 'orders': 3}, {'quantity': 34, 'price': 0.7425, 'orders': 1}, {'quantity': 200, 'price': 0.74, 'orders': 1}], 'sell': [{'quantity': 176, 'price': 0.755, 'orders': 3}, {'quantity': 84, 'price': 0.7575, 'orders': 2}, {'quantity': 499, 'price': 0.76, 'orders': 5}, {'quantity': 236, 'price': 0.7625, 'orders': 2}, {'quantity': 155, 'price': 0.765, 'orders': 2}]}}\n",
      "2020-11-02 13:56:31.554 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.8975, 'last_quantity': 1, 'average_price': 0.8996794, 'volume': 26797, 'buy_quantity': 1253, 'sell_quantity': 1895, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.526315789473683, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 26), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 13, 56, 31), 'depth': {'buy': [{'quantity': 145, 'price': 0.8975, 'orders': 2}, {'quantity': 160, 'price': 0.895, 'orders': 4}, {'quantity': 74, 'price': 0.8925, 'orders': 4}, {'quantity': 28, 'price': 0.89, 'orders': 1}, {'quantity': 211, 'price': 0.8875, 'orders': 3}], 'sell': [{'quantity': 400, 'price': 0.9, 'orders': 1}, {'quantity': 28, 'price': 0.9025, 'orders': 1}, {'quantity': 153, 'price': 0.905, 'orders': 2}, {'quantity': 70, 'price': 0.9075, 'orders': 4}, {'quantity': 31, 'price': 0.91, 'orders': 1}]}}\n",
      "2020-11-02 13:56:31.555 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 167\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.15\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:56:32.268 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 13:56:32.270 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 13:56:32.272 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 13:56:32.274 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 971, 'sell_quantity': 1950, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 13, 56, 30), 'depth': {'buy': [{'quantity': 95, 'price': 0.75, 'orders': 2}, {'quantity': 343, 'price': 0.7475, 'orders': 4}, {'quantity': 57, 'price': 0.745, 'orders': 3}, {'quantity': 34, 'price': 0.7425, 'orders': 1}, {'quantity': 200, 'price': 0.74, 'orders': 1}], 'sell': [{'quantity': 176, 'price': 0.755, 'orders': 3}, {'quantity': 84, 'price': 0.7575, 'orders': 2}, {'quantity': 499, 'price': 0.76, 'orders': 5}, {'quantity': 236, 'price': 0.7625, 'orders': 2}, {'quantity': 155, 'price': 0.765, 'orders': 2}]}}\n",
      "2020-11-02 13:56:32.276 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 8, 'average_price': 0.8996795, 'volume': 26805, 'buy_quantity': 1253, 'sell_quantity': 2087, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 31), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 13, 56, 31), 'depth': {'buy': [{'quantity': 145, 'price': 0.8975, 'orders': 2}, {'quantity': 160, 'price': 0.895, 'orders': 4}, {'quantity': 74, 'price': 0.8925, 'orders': 4}, {'quantity': 28, 'price': 0.89, 'orders': 1}, {'quantity': 211, 'price': 0.8875, 'orders': 3}], 'sell': [{'quantity': 392, 'price': 0.9, 'orders': 1}, {'quantity': 28, 'price': 0.9025, 'orders': 1}, {'quantity': 153, 'price': 0.905, 'orders': 2}, {'quantity': 59, 'price': 0.9075, 'orders': 2}, {'quantity': 242, 'price': 0.91, 'orders': 4}]}}\n",
      "2020-11-02 13:56:32.277 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 168\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.15\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:56:32.931 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 13:56:32.933 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 13:56:32.935 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 13:56:32.937 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1024, 'sell_quantity': 1950, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 13, 56, 32), 'depth': {'buy': [{'quantity': 50, 'price': 0.75, 'orders': 1}, {'quantity': 248, 'price': 0.7475, 'orders': 4}, {'quantity': 249, 'price': 0.745, 'orders': 3}, {'quantity': 35, 'price': 0.7425, 'orders': 2}, {'quantity': 200, 'price': 0.74, 'orders': 1}], 'sell': [{'quantity': 176, 'price': 0.755, 'orders': 3}, {'quantity': 84, 'price': 0.7575, 'orders': 2}, {'quantity': 498, 'price': 0.76, 'orders': 4}, {'quantity': 237, 'price': 0.7625, 'orders': 3}, {'quantity': 155, 'price': 0.765, 'orders': 2}]}}\n",
      "2020-11-02 13:56:32.938 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 8, 'average_price': 0.8996795, 'volume': 26805, 'buy_quantity': 1253, 'sell_quantity': 2087, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 31), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 13, 56, 31), 'depth': {'buy': [{'quantity': 145, 'price': 0.8975, 'orders': 2}, {'quantity': 160, 'price': 0.895, 'orders': 4}, {'quantity': 74, 'price': 0.8925, 'orders': 4}, {'quantity': 28, 'price': 0.89, 'orders': 1}, {'quantity': 211, 'price': 0.8875, 'orders': 3}], 'sell': [{'quantity': 392, 'price': 0.9, 'orders': 1}, {'quantity': 28, 'price': 0.9025, 'orders': 1}, {'quantity': 153, 'price': 0.905, 'orders': 2}, {'quantity': 59, 'price': 0.9075, 'orders': 2}, {'quantity': 242, 'price': 0.91, 'orders': 4}]}}\n",
      "2020-11-02 13:56:32.939 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 169\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.15\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:56:34.042 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 13:56:34.044 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 13:56:34.045 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 13:56:34.048 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 989, 'sell_quantity': 1950, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 13, 56, 33), 'depth': {'buy': [{'quantity': 101, 'price': 0.75, 'orders': 2}, {'quantity': 355, 'price': 0.7475, 'orders': 4}, {'quantity': 57, 'price': 0.745, 'orders': 3}, {'quantity': 234, 'price': 0.7425, 'orders': 2}, {'quantity': 25, 'price': 0.72, 'orders': 1}], 'sell': [{'quantity': 176, 'price': 0.755, 'orders': 3}, {'quantity': 84, 'price': 0.7575, 'orders': 2}, {'quantity': 498, 'price': 0.76, 'orders': 4}, {'quantity': 237, 'price': 0.7625, 'orders': 3}, {'quantity': 155, 'price': 0.765, 'orders': 2}]}}\n",
      "2020-11-02 13:56:34.049 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 5, 'average_price': 0.8996796, 'volume': 26810, 'buy_quantity': 1243, 'sell_quantity': 1891, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 33), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 13, 56, 33), 'depth': {'buy': [{'quantity': 125, 'price': 0.8975, 'orders': 1}, {'quantity': 180, 'price': 0.895, 'orders': 5}, {'quantity': 74, 'price': 0.8925, 'orders': 4}, {'quantity': 28, 'price': 0.89, 'orders': 1}, {'quantity': 201, 'price': 0.8875, 'orders': 2}], 'sell': [{'quantity': 387, 'price': 0.9, 'orders': 1}, {'quantity': 28, 'price': 0.9025, 'orders': 1}, {'quantity': 153, 'price': 0.905, 'orders': 2}, {'quantity': 59, 'price': 0.9075, 'orders': 2}, {'quantity': 42, 'price': 0.91, 'orders': 3}]}}\n",
      "2020-11-02 13:56:34.051 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 170\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.15\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:56:35.932 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 13:56:35.935 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 13:56:35.936 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 13:56:35.937 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 996, 'sell_quantity': 1950, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 13, 56, 35), 'depth': {'buy': [{'quantity': 50, 'price': 0.75, 'orders': 1}, {'quantity': 244, 'price': 0.7475, 'orders': 4}, {'quantity': 225, 'price': 0.745, 'orders': 3}, {'quantity': 35, 'price': 0.7425, 'orders': 2}, {'quantity': 200, 'price': 0.74, 'orders': 1}], 'sell': [{'quantity': 176, 'price': 0.755, 'orders': 3}, {'quantity': 84, 'price': 0.7575, 'orders': 2}, {'quantity': 498, 'price': 0.76, 'orders': 4}, {'quantity': 237, 'price': 0.7625, 'orders': 3}, {'quantity': 155, 'price': 0.765, 'orders': 2}]}}\n",
      "2020-11-02 13:56:35.939 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 5, 'average_price': 0.8996796, 'volume': 26810, 'buy_quantity': 1243, 'sell_quantity': 1891, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 33), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 13, 56, 33), 'depth': {'buy': [{'quantity': 125, 'price': 0.8975, 'orders': 1}, {'quantity': 180, 'price': 0.895, 'orders': 5}, {'quantity': 74, 'price': 0.8925, 'orders': 4}, {'quantity': 28, 'price': 0.89, 'orders': 1}, {'quantity': 201, 'price': 0.8875, 'orders': 2}], 'sell': [{'quantity': 387, 'price': 0.9, 'orders': 1}, {'quantity': 28, 'price': 0.9025, 'orders': 1}, {'quantity': 153, 'price': 0.905, 'orders': 2}, {'quantity': 59, 'price': 0.9075, 'orders': 2}, {'quantity': 42, 'price': 0.91, 'orders': 3}]}}\n",
      "2020-11-02 13:56:35.941 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 171\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.8975\n",
      "next_month_sell_quote : 0.9\n",
      "Max difference Calc : 0.15\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 172\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.9\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 173\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.9\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 174\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.9\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:56:38.991 | DEBUG    | __main__:placeneworder:55 - order_placed_rejected @ USDINR20NOV74.25CE for 50\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 175\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.9\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:56:39.102 | DEBUG    | __main__:placeneworder:42 - order_placed_rejected @ USDINR20NOV74CE for 50\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Counter : 176\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.9\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 177\n",
      "this_month_buy_quote : 0.7525\n",
      "this_month_sell_quote : 0.7575\n",
      "next_month_buy_quote : 0.9\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 178\n",
      "this_month_buy_quote : 0.7525\n",
      "this_month_sell_quote : 0.7575\n",
      "next_month_buy_quote : 0.9\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 179\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.9\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 180\n",
      "this_month_buy_quote : 0.75\n",
      "this_month_sell_quote : 0.755\n",
      "next_month_buy_quote : 0.9\n",
      "next_month_sell_quote : 0.905\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 181\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 182\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 183\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 184\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 185\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 186\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 187\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 188\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 189\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 190\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 191\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 192\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 193\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 194\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 195\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 196\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 197\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
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      "==========================\n",
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      "this_month_sell_quote : 0.76\n",
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      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 199\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
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      "this_month_sell_quote : 0.76\n",
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      "this_month_sell_quote : 0.76\n",
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      "this_month_sell_quote : 0.76\n",
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      "this_month_sell_quote : 0.7625\n",
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      "==========================\n",
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      "next_month_buy_quote : 0.905\n",
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      "==========================\n",
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      "this_month_sell_quote : 0.7625\n",
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      "==========================\n",
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      "this_month_sell_quote : 0.7625\n",
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      "Max difference Calc : 0.1525\n",
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      "==========================\n",
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      "next_month_buy_quote : 0.905\n",
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      "Max difference Calc : 0.1525\n",
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      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 222\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.905\n",
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      "Max difference Calc : 0.155\n",
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      "Min difference Calc : 0.1425\n",
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      "==========================\n",
      "Counter : 223\n",
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      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.905\n",
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      "==========================\n",
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      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.905\n",
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      "==========================\n",
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      "this_month_sell_quote : 0.7625\n",
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      "==========================\n",
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      "this_month_sell_quote : 0.7625\n",
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      "==========================\n",
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      "this_month_sell_quote : 0.7625\n",
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      "==========================\n",
      "Counter : 228\n",
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      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
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      "==========================\n",
      "Counter : 229\n",
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      "this_month_sell_quote : 0.7625\n",
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      "Max difference Calc : 0.155\n",
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      "==========================\n",
      "Counter : 230\n",
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      "this_month_sell_quote : 0.7625\n",
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      "Max difference Calc : 0.155\n",
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      "==========================\n",
      "Counter : 231\n",
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      "this_month_sell_quote : 0.7625\n",
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      "Max difference Calc : 0.155\n",
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      "==========================\n",
      "Counter : 232\n",
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      "this_month_sell_quote : 0.7625\n",
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      "==========================\n",
      "Counter : 233\n",
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      "this_month_sell_quote : 0.7625\n",
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      "Max difference Calc : 0.155\n",
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      "==========================\n",
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      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.905\n",
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      "Max difference Calc : 0.1525\n",
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      "==========================\n",
      "Counter : 235\n",
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      "this_month_sell_quote : 0.76\n",
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      "==========================\n",
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      "this_month_sell_quote : 0.76\n",
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      "this_month_sell_quote : 0.76\n",
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      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 245\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
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      "Max difference Calc : 0.155\n",
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      "this_month_sell_quote : 0.76\n",
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      "this_month_sell_quote : 0.76\n",
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      "Max difference Calc : 0.155\n",
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      "this_month_sell_quote : 0.76\n",
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      "==========================\n",
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      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
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      "this_month_sell_quote : 0.7625\n",
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      "this_month_sell_quote : 0.7625\n",
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      "==========================\n",
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      "this_month_sell_quote : 0.7625\n",
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      "==========================\n",
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      "this_month_sell_quote : 0.7625\n",
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      "this_month_sell_quote : 0.7625\n",
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      "==========================\n",
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      "this_month_sell_quote : 0.7625\n",
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      "==========================\n",
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      "this_month_sell_quote : 0.7625\n",
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      "this_month_sell_quote : 0.7625\n",
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      "==========================\n",
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      "this_month_sell_quote : 0.7625\n",
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      "==========================\n",
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      "this_month_sell_quote : 0.76\n",
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      "==========================\n",
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      "this_month_sell_quote : 0.76\n",
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      "==========================\n",
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      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
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      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 268\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
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      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
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      "==========================\n",
      "Counter : 269\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.9125\n",
      "Max difference Calc : 0.155\n",
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      "==========================\n",
      "Counter : 270\n",
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      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
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      "Max difference Calc : 0.155\n",
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      "==========================\n",
      "Counter : 271\n",
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      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
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      "Max difference Calc : 0.155\n",
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      "==========================\n",
      "Counter : 272\n",
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      "this_month_sell_quote : 0.7625\n",
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      "Max difference Calc : 0.155\n",
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      "==========================\n",
      "Counter : 273\n",
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      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.905\n",
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      "Max difference Calc : 0.1525\n",
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      "==========================\n",
      "Counter : 274\n",
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      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.9125\n",
      "Max difference Calc : 0.155\n",
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      "==========================\n",
      "Counter : 275\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.9125\n",
      "Max difference Calc : 0.155\n",
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      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 276\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.9125\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 277\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.9125\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 278\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.9125\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 279\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.9125\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 280\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 281\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 282\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 283\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 284\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 285\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 286\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 287\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 288\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 289\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 290\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:58:28.608 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 13:58:28.611 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : 50 = 50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 13:58:28.612 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : -50 = -50-0 in USDINR20NOV74CE\n",
      "2020-11-02 13:58:28.618 | DEBUG    | __main__:on_ticks:86 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1272, 'sell_quantity': 1944, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 13, 58, 28), 'depth': {'buy': [{'quantity': 296, 'price': 0.7575, 'orders': 5}, {'quantity': 275, 'price': 0.755, 'orders': 5}, {'quantity': 284, 'price': 0.7525, 'orders': 3}, {'quantity': 150, 'price': 0.75, 'orders': 2}, {'quantity': 25, 'price': 0.7475, 'orders': 1}], 'sell': [{'quantity': 210, 'price': 0.765, 'orders': 4}, {'quantity': 427, 'price': 0.7675, 'orders': 2}, {'quantity': 70, 'price': 0.77, 'orders': 2}, {'quantity': 288, 'price': 0.7725, 'orders': 3}, {'quantity': 149, 'price': 0.775, 'orders': 2}]}}\n",
      "2020-11-02 13:58:28.622 | DEBUG    | __main__:on_ticks:87 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1253, 'sell_quantity': 1458, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 13, 58, 25), 'depth': {'buy': [{'quantity': 205, 'price': 0.9075, 'orders': 5}, {'quantity': 133, 'price': 0.905, 'orders': 3}, {'quantity': 79, 'price': 0.9025, 'orders': 4}, {'quantity': 200, 'price': 0.9, 'orders': 1}, {'quantity': 1, 'price': 0.8975, 'orders': 1}], 'sell': [{'quantity': 153, 'price': 0.915, 'orders': 2}, {'quantity': 59, 'price': 0.9175, 'orders': 2}, {'quantity': 70, 'price': 0.92, 'orders': 4}, {'quantity': 116, 'price': 0.9225, 'orders': 1}, {'quantity': 11, 'price': 0.935, 'orders': 2}]}}\n",
      "2020-11-02 13:58:28.623 | DEBUG    | __main__:on_ticks:88 - max diff order placed @ 0.015 >= 0.015\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 291\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.015\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:58:29.263 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 13:58:29.265 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : 50 = 50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 13:58:29.266 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : -50 = -50-0 in USDINR20NOV74CE\n",
      "2020-11-02 13:58:29.267 | DEBUG    | __main__:on_ticks:86 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1272, 'sell_quantity': 1944, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 13, 58, 28), 'depth': {'buy': [{'quantity': 296, 'price': 0.7575, 'orders': 5}, {'quantity': 275, 'price': 0.755, 'orders': 5}, {'quantity': 284, 'price': 0.7525, 'orders': 3}, {'quantity': 150, 'price': 0.75, 'orders': 2}, {'quantity': 25, 'price': 0.7475, 'orders': 1}], 'sell': [{'quantity': 210, 'price': 0.765, 'orders': 4}, {'quantity': 427, 'price': 0.7675, 'orders': 2}, {'quantity': 70, 'price': 0.77, 'orders': 2}, {'quantity': 288, 'price': 0.7725, 'orders': 3}, {'quantity': 149, 'price': 0.775, 'orders': 2}]}}\n",
      "2020-11-02 13:58:29.271 | DEBUG    | __main__:on_ticks:87 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1253, 'sell_quantity': 1487, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 13, 58, 28), 'depth': {'buy': [{'quantity': 205, 'price': 0.9075, 'orders': 5}, {'quantity': 128, 'price': 0.905, 'orders': 2}, {'quantity': 74, 'price': 0.9025, 'orders': 4}, {'quantity': 211, 'price': 0.8975, 'orders': 3}, {'quantity': 25, 'price': 0.89, 'orders': 1}], 'sell': [{'quantity': 184, 'price': 0.915, 'orders': 3}, {'quantity': 59, 'price': 0.9175, 'orders': 2}, {'quantity': 39, 'price': 0.92, 'orders': 3}, {'quantity': 145, 'price': 0.9225, 'orders': 1}, {'quantity': 9, 'price': 0.9325, 'orders': 1}]}}\n",
      "2020-11-02 13:58:29.272 | DEBUG    | __main__:on_ticks:88 - max diff order placed @ 0.015 >= 0.015\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 292\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.015\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 293\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 294\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.91\n",
      "next_month_sell_quote : 0.9175\n",
      "Max difference Calc : 0.16\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 295\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.7675\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.9175\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 296\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.7675\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.9175\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 297\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.7675\n",
      "next_month_buy_quote : 0.91\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 298\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.91\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 299\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.91\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:58:36.067 | DEBUG    | __main__:placeneworder:42 - order_placed_rejected @ USDINR20NOV74.25CE for 50\n",
      "2020-11-02 13:58:36.094 | DEBUG    | __main__:placeneworder:55 - order_placed_rejected @ USDINR20NOV74CE for 50\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Counter : 300\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.91\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 301\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.91\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 302\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.91\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 303\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.91\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 304\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.91\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 305\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.91\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 306\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.9125\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 307\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.91\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 308\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.91\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 309\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 310\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.9125\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 311\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.9125\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 312\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.9125\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 313\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.9125\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 314\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.9125\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 315\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.9125\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:58:53.856 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 13:58:53.857 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 13:58:53.859 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 13:58:53.866 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1212, 'sell_quantity': 2054, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 13, 58, 53), 'depth': {'buy': [{'quantity': 36, 'price': 0.7575, 'orders': 1}, {'quantity': 286, 'price': 0.755, 'orders': 5}, {'quantity': 264, 'price': 0.7525, 'orders': 5}, {'quantity': 184, 'price': 0.75, 'orders': 3}, {'quantity': 200, 'price': 0.7475, 'orders': 1}], 'sell': [{'quantity': 175, 'price': 0.76, 'orders': 2}, {'quantity': 51, 'price': 0.7625, 'orders': 2}, {'quantity': 440, 'price': 0.765, 'orders': 3}, {'quantity': 221, 'price': 0.7675, 'orders': 5}, {'quantity': 236, 'price': 0.77, 'orders': 2}]}}\n",
      "2020-11-02 13:58:53.869 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1233, 'sell_quantity': 1486, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 13, 58, 53), 'depth': {'buy': [{'quantity': 29, 'price': 0.9075, 'orders': 2}, {'quantity': 28, 'price': 0.905, 'orders': 1}, {'quantity': 309, 'price': 0.9025, 'orders': 6}, {'quantity': 31, 'price': 0.9, 'orders': 1}, {'quantity': 210, 'price': 0.8975, 'orders': 2}], 'sell': [{'quantity': 153, 'price': 0.9125, 'orders': 2}, {'quantity': 59, 'price': 0.915, 'orders': 2}, {'quantity': 70, 'price': 0.9175, 'orders': 4}, {'quantity': 144, 'price': 0.9225, 'orders': 1}, {'quantity': 9, 'price': 0.93, 'orders': 1}]}}\n",
      "2020-11-02 13:58:53.870 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 316\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.9125\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:58:54.395 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 13:58:54.397 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 13:58:54.400 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 13:58:54.401 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1212, 'sell_quantity': 2054, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 13, 58, 53), 'depth': {'buy': [{'quantity': 36, 'price': 0.7575, 'orders': 1}, {'quantity': 286, 'price': 0.755, 'orders': 5}, {'quantity': 264, 'price': 0.7525, 'orders': 5}, {'quantity': 184, 'price': 0.75, 'orders': 3}, {'quantity': 200, 'price': 0.7475, 'orders': 1}], 'sell': [{'quantity': 175, 'price': 0.76, 'orders': 2}, {'quantity': 51, 'price': 0.7625, 'orders': 2}, {'quantity': 440, 'price': 0.765, 'orders': 3}, {'quantity': 221, 'price': 0.7675, 'orders': 5}, {'quantity': 236, 'price': 0.77, 'orders': 2}]}}\n",
      "2020-11-02 13:58:54.403 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1233, 'sell_quantity': 1486, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 13, 58, 54), 'depth': {'buy': [{'quantity': 29, 'price': 0.905, 'orders': 2}, {'quantity': 278, 'price': 0.9025, 'orders': 5}, {'quantity': 69, 'price': 0.9, 'orders': 3}, {'quantity': 31, 'price': 0.8975, 'orders': 1}, {'quantity': 201, 'price': 0.895, 'orders': 2}], 'sell': [{'quantity': 153, 'price': 0.91, 'orders': 2}, {'quantity': 59, 'price': 0.9125, 'orders': 2}, {'quantity': 70, 'price': 0.915, 'orders': 4}, {'quantity': 144, 'price': 0.92, 'orders': 1}, {'quantity': 9, 'price': 0.93, 'orders': 1}]}}\n",
      "2020-11-02 13:58:54.404 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 317\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 318\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 319\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 320\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 321\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 322\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 323\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 324\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 325\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.905\n",
      "next_month_sell_quote : 0.91\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:59:01.348 | DEBUG    | __main__:placeneworder:55 - order_placed_rejected @ USDINR20NOV74.25CE for 50\n",
      "2020-11-02 13:59:01.372 | DEBUG    | __main__:placeneworder:42 - order_placed_rejected @ USDINR20NOV74CE for 50\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Counter : 326\n",
      "this_month_buy_quote : 0.755\n",
      "this_month_sell_quote : 0.76\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.16\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:59:03.405 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 13:59:03.406 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : 50 = 50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 13:59:03.409 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : -50 = -50-0 in USDINR20NOV74CE\n",
      "2020-11-02 13:59:03.410 | DEBUG    | __main__:on_ticks:86 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1225, 'sell_quantity': 2014, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 13, 59, 2), 'depth': {'buy': [{'quantity': 397, 'price': 0.7575, 'orders': 4}, {'quantity': 132, 'price': 0.755, 'orders': 5}, {'quantity': 120, 'price': 0.7525, 'orders': 3}, {'quantity': 134, 'price': 0.75, 'orders': 3}, {'quantity': 200, 'price': 0.7475, 'orders': 1}], 'sell': [{'quantity': 176, 'price': 0.765, 'orders': 3}, {'quantity': 513, 'price': 0.7675, 'orders': 4}, {'quantity': 71, 'price': 0.77, 'orders': 3}, {'quantity': 300, 'price': 0.7725, 'orders': 2}, {'quantity': 154, 'price': 0.775, 'orders': 2}]}}\n",
      "2020-11-02 13:59:03.412 | DEBUG    | __main__:on_ticks:87 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1243, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 13, 59, 2), 'depth': {'buy': [{'quantity': 274, 'price': 0.9075, 'orders': 5}, {'quantity': 59, 'price': 0.905, 'orders': 2}, {'quantity': 43, 'price': 0.9025, 'orders': 3}, {'quantity': 31, 'price': 0.9, 'orders': 1}, {'quantity': 1, 'price': 0.8975, 'orders': 1}], 'sell': [{'quantity': 184, 'price': 0.915, 'orders': 3}, {'quantity': 59, 'price': 0.9175, 'orders': 2}, {'quantity': 39, 'price': 0.92, 'orders': 3}, {'quantity': 28, 'price': 0.9225, 'orders': 1}, {'quantity': 9, 'price': 0.93, 'orders': 1}]}}\n",
      "2020-11-02 13:59:03.413 | DEBUG    | __main__:on_ticks:88 - max diff order placed @ 0.015 >= 0.015\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 327\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.015\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:59:03.991 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 13:59:03.992 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : 50 = 50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 13:59:03.994 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : -50 = -50-0 in USDINR20NOV74CE\n",
      "2020-11-02 13:59:03.996 | DEBUG    | __main__:on_ticks:86 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1225, 'sell_quantity': 2014, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 13, 59, 2), 'depth': {'buy': [{'quantity': 397, 'price': 0.7575, 'orders': 4}, {'quantity': 132, 'price': 0.755, 'orders': 5}, {'quantity': 120, 'price': 0.7525, 'orders': 3}, {'quantity': 134, 'price': 0.75, 'orders': 3}, {'quantity': 200, 'price': 0.7475, 'orders': 1}], 'sell': [{'quantity': 176, 'price': 0.765, 'orders': 3}, {'quantity': 513, 'price': 0.7675, 'orders': 4}, {'quantity': 71, 'price': 0.77, 'orders': 3}, {'quantity': 300, 'price': 0.7725, 'orders': 2}, {'quantity': 154, 'price': 0.775, 'orders': 2}]}}\n",
      "2020-11-02 13:59:03.997 | DEBUG    | __main__:on_ticks:87 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1223, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 13, 59, 3), 'depth': {'buy': [{'quantity': 29, 'price': 0.9075, 'orders': 2}, {'quantity': 284, 'price': 0.905, 'orders': 4}, {'quantity': 33, 'price': 0.9025, 'orders': 2}, {'quantity': 41, 'price': 0.9, 'orders': 2}, {'quantity': 201, 'price': 0.895, 'orders': 2}], 'sell': [{'quantity': 184, 'price': 0.915, 'orders': 3}, {'quantity': 59, 'price': 0.9175, 'orders': 2}, {'quantity': 67, 'price': 0.92, 'orders': 4}, {'quantity': 11, 'price': 0.9325, 'orders': 2}, {'quantity': 2, 'price': 0.94, 'orders': 1}]}}\n",
      "2020-11-02 13:59:03.998 | DEBUG    | __main__:on_ticks:88 - max diff order placed @ 0.015 >= 0.015\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 328\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.015\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 329\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 330\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 331\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 332\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 333\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 334\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 335\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 336\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 337\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 338\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 339\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 340\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 341\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 342\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 343\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 344\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 345\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 346\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 347\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 348\n",
      "this_month_buy_quote : 0.7575\n",
      "this_month_sell_quote : 0.7625\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 349\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 350\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 351\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 352\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 353\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 354\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 355\n",
      "this_month_buy_quote : 0.76\n",
      "this_month_sell_quote : 0.765\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 356\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.7675\n",
      "next_month_buy_quote : 0.9075\n",
      "next_month_sell_quote : 0.915\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 357\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.7675\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.9175\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 358\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.7675\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.9175\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 359\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.7675\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.9175\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 360\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.7675\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.9175\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 361\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.7675\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.9175\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:59:43.631 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 13:59:43.632 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : 50 = 50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 13:59:43.634 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : -50 = -50-0 in USDINR20NOV74CE\n",
      "2020-11-02 13:59:43.639 | DEBUG    | __main__:on_ticks:86 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1596, 'sell_quantity': 1834, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 13, 59, 43), 'depth': {'buy': [{'quantity': 397, 'price': 0.7625, 'orders': 2}, {'quantity': 245, 'price': 0.76, 'orders': 4}, {'quantity': 337, 'price': 0.7575, 'orders': 7}, {'quantity': 125, 'price': 0.755, 'orders': 3}, {'quantity': 250, 'price': 0.7525, 'orders': 2}], 'sell': [{'quantity': 501, 'price': 0.77, 'orders': 4}, {'quantity': 70, 'price': 0.7725, 'orders': 2}, {'quantity': 234, 'price': 0.775, 'orders': 2}, {'quantity': 229, 'price': 0.7775, 'orders': 4}, {'quantity': 50, 'price': 0.7825, 'orders': 1}]}}\n",
      "2020-11-02 13:59:43.644 | DEBUG    | __main__:on_ticks:87 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1253, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 13, 59, 43), 'depth': {'buy': [{'quantity': 29, 'price': 0.9125, 'orders': 2}, {'quantity': 184, 'price': 0.91, 'orders': 3}, {'quantity': 94, 'price': 0.9075, 'orders': 5}, {'quantity': 100, 'price': 0.905, 'orders': 1}, {'quantity': 11, 'price': 0.9025, 'orders': 2}], 'sell': [{'quantity': 184, 'price': 0.92, 'orders': 3}, {'quantity': 59, 'price': 0.9225, 'orders': 2}, {'quantity': 67, 'price': 0.925, 'orders': 4}, {'quantity': 9, 'price': 0.9375, 'orders': 1}, {'quantity': 4, 'price': 0.94, 'orders': 2}]}}\n",
      "2020-11-02 13:59:43.644 | DEBUG    | __main__:on_ticks:88 - max diff order placed @ 0.015 >= 0.015\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 362\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.015\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:59:44.744 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 13:59:44.745 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : 50 = 50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 13:59:44.748 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : -50 = -50-0 in USDINR20NOV74CE\n",
      "2020-11-02 13:59:44.749 | DEBUG    | __main__:on_ticks:86 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1596, 'sell_quantity': 1834, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 13, 59, 44), 'depth': {'buy': [{'quantity': 522, 'price': 0.7625, 'orders': 3}, {'quantity': 121, 'price': 0.76, 'orders': 4}, {'quantity': 336, 'price': 0.7575, 'orders': 6}, {'quantity': 125, 'price': 0.755, 'orders': 3}, {'quantity': 250, 'price': 0.7525, 'orders': 2}], 'sell': [{'quantity': 535, 'price': 0.77, 'orders': 5}, {'quantity': 70, 'price': 0.7725, 'orders': 2}, {'quantity': 200, 'price': 0.775, 'orders': 1}, {'quantity': 229, 'price': 0.7775, 'orders': 4}, {'quantity': 50, 'price': 0.7825, 'orders': 1}]}}\n",
      "2020-11-02 13:59:44.750 | DEBUG    | __main__:on_ticks:87 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1253, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 13, 59, 44), 'depth': {'buy': [{'quantity': 154, 'price': 0.9125, 'orders': 3}, {'quantity': 89, 'price': 0.91, 'orders': 4}, {'quantity': 164, 'price': 0.9075, 'orders': 4}, {'quantity': 1, 'price': 0.905, 'orders': 1}, {'quantity': 10, 'price': 0.9025, 'orders': 1}], 'sell': [{'quantity': 184, 'price': 0.92, 'orders': 3}, {'quantity': 59, 'price': 0.9225, 'orders': 2}, {'quantity': 67, 'price': 0.925, 'orders': 4}, {'quantity': 11, 'price': 0.9375, 'orders': 2}, {'quantity': 2, 'price': 0.94, 'orders': 1}]}}\n",
      "2020-11-02 13:59:44.753 | DEBUG    | __main__:on_ticks:88 - max diff order placed @ 0.015 >= 0.015\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 363\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.015\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:59:45.824 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 13:59:45.825 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : 50 = 50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 13:59:45.827 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : -50 = -50-0 in USDINR20NOV74CE\n",
      "2020-11-02 13:59:45.829 | DEBUG    | __main__:on_ticks:86 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1596, 'sell_quantity': 1834, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 13, 59, 45), 'depth': {'buy': [{'quantity': 522, 'price': 0.7625, 'orders': 3}, {'quantity': 121, 'price': 0.76, 'orders': 4}, {'quantity': 336, 'price': 0.7575, 'orders': 6}, {'quantity': 125, 'price': 0.755, 'orders': 3}, {'quantity': 250, 'price': 0.7525, 'orders': 2}], 'sell': [{'quantity': 535, 'price': 0.77, 'orders': 5}, {'quantity': 70, 'price': 0.7725, 'orders': 2}, {'quantity': 200, 'price': 0.775, 'orders': 1}, {'quantity': 229, 'price': 0.7775, 'orders': 4}, {'quantity': 50, 'price': 0.7825, 'orders': 1}]}}\n",
      "2020-11-02 13:59:45.831 | DEBUG    | __main__:on_ticks:87 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1253, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 13, 59, 45), 'depth': {'buy': [{'quantity': 154, 'price': 0.9125, 'orders': 3}, {'quantity': 189, 'price': 0.91, 'orders': 5}, {'quantity': 64, 'price': 0.9075, 'orders': 3}, {'quantity': 1, 'price': 0.905, 'orders': 1}, {'quantity': 210, 'price': 0.9, 'orders': 2}], 'sell': [{'quantity': 184, 'price': 0.92, 'orders': 3}, {'quantity': 59, 'price': 0.9225, 'orders': 2}, {'quantity': 67, 'price': 0.925, 'orders': 4}, {'quantity': 11, 'price': 0.9375, 'orders': 2}, {'quantity': 2, 'price': 0.94, 'orders': 1}]}}\n",
      "2020-11-02 13:59:45.833 | DEBUG    | __main__:on_ticks:88 - max diff order placed @ 0.015 >= 0.015\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 364\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.015\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 365\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 366\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 367\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 368\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 369\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:59:51.127 | DEBUG    | __main__:placeneworder:42 - order_placed_rejected @ USDINR20NOV74.25CE for 50\n",
      "2020-11-02 13:59:51.187 | DEBUG    | __main__:placeneworder:55 - order_placed_rejected @ USDINR20NOV74CE for 50\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:59:51.382 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 13:59:51.384 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : 50 = 50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 13:59:51.385 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : -50 = -50-0 in USDINR20NOV74CE\n",
      "2020-11-02 13:59:51.386 | DEBUG    | __main__:on_ticks:86 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1685, 'sell_quantity': 1891, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 13, 59, 50), 'depth': {'buy': [{'quantity': 618, 'price': 0.7625, 'orders': 4}, {'quantity': 311, 'price': 0.76, 'orders': 5}, {'quantity': 339, 'price': 0.7575, 'orders': 5}, {'quantity': 175, 'price': 0.755, 'orders': 3}, {'quantity': 25, 'price': 0.7325, 'orders': 1}], 'sell': [{'quantity': 126, 'price': 0.77, 'orders': 2}, {'quantity': 466, 'price': 0.7725, 'orders': 3}, {'quantity': 70, 'price': 0.775, 'orders': 2}, {'quantity': 408, 'price': 0.7775, 'orders': 3}, {'quantity': 21, 'price': 0.78, 'orders': 2}]}}\n",
      "2020-11-02 13:59:51.388 | DEBUG    | __main__:on_ticks:87 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1253, 'sell_quantity': 1486, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 13, 59, 51), 'depth': {'buy': [{'quantity': 154, 'price': 0.9125, 'orders': 3}, {'quantity': 189, 'price': 0.91, 'orders': 5}, {'quantity': 64, 'price': 0.9075, 'orders': 3}, {'quantity': 201, 'price': 0.905, 'orders': 2}, {'quantity': 10, 'price': 0.9025, 'orders': 1}], 'sell': [{'quantity': 184, 'price': 0.92, 'orders': 3}, {'quantity': 59, 'price': 0.9225, 'orders': 2}, {'quantity': 28, 'price': 0.925, 'orders': 1}, {'quantity': 155, 'price': 0.9275, 'orders': 3}, {'quantity': 2, 'price': 0.9375, 'orders': 1}]}}\n",
      "2020-11-02 13:59:51.389 | DEBUG    | __main__:on_ticks:88 - max diff order placed @ 0.015 >= 0.015\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 370\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.015\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 371\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 372\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 373\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 374\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:59:55.546 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 13:59:55.549 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : 50 = 50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 13:59:55.550 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : -50 = -50-0 in USDINR20NOV74CE\n",
      "2020-11-02 13:59:55.551 | DEBUG    | __main__:on_ticks:86 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1628, 'sell_quantity': 1891, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 13, 59, 55), 'depth': {'buy': [{'quantity': 430, 'price': 0.7625, 'orders': 3}, {'quantity': 245, 'price': 0.76, 'orders': 4}, {'quantity': 300, 'price': 0.7575, 'orders': 5}, {'quantity': 375, 'price': 0.755, 'orders': 4}, {'quantity': 36, 'price': 0.7525, 'orders': 1}], 'sell': [{'quantity': 126, 'price': 0.77, 'orders': 2}, {'quantity': 466, 'price': 0.7725, 'orders': 3}, {'quantity': 270, 'price': 0.775, 'orders': 3}, {'quantity': 229, 'price': 0.7775, 'orders': 4}, {'quantity': 50, 'price': 0.7825, 'orders': 1}]}}\n",
      "2020-11-02 13:59:55.553 | DEBUG    | __main__:on_ticks:87 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1253, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 13, 59, 55), 'depth': {'buy': [{'quantity': 29, 'price': 0.9125, 'orders': 2}, {'quantity': 184, 'price': 0.91, 'orders': 3}, {'quantity': 194, 'price': 0.9075, 'orders': 6}, {'quantity': 211, 'price': 0.9025, 'orders': 3}, {'quantity': 25, 'price': 0.895, 'orders': 1}], 'sell': [{'quantity': 184, 'price': 0.92, 'orders': 3}, {'quantity': 59, 'price': 0.9225, 'orders': 2}, {'quantity': 28, 'price': 0.925, 'orders': 1}, {'quantity': 39, 'price': 0.9275, 'orders': 3}, {'quantity': 11, 'price': 0.9375, 'orders': 2}]}}\n",
      "2020-11-02 13:59:55.554 | DEBUG    | __main__:on_ticks:88 - max diff order placed @ 0.015 >= 0.015\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 375\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.015\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:59:57.025 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 13:59:57.026 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : 50 = 50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 13:59:57.027 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : -50 = -50-0 in USDINR20NOV74CE\n",
      "2020-11-02 13:59:57.029 | DEBUG    | __main__:on_ticks:86 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1584, 'sell_quantity': 1891, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 13, 59, 56), 'depth': {'buy': [{'quantity': 421, 'price': 0.7625, 'orders': 3}, {'quantity': 405, 'price': 0.76, 'orders': 5}, {'quantity': 105, 'price': 0.7575, 'orders': 4}, {'quantity': 375, 'price': 0.755, 'orders': 4}, {'quantity': 36, 'price': 0.7525, 'orders': 1}], 'sell': [{'quantity': 160, 'price': 0.77, 'orders': 3}, {'quantity': 466, 'price': 0.7725, 'orders': 3}, {'quantity': 236, 'price': 0.775, 'orders': 2}, {'quantity': 229, 'price': 0.7775, 'orders': 4}, {'quantity': 50, 'price': 0.7825, 'orders': 1}]}}\n",
      "2020-11-02 13:59:57.030 | DEBUG    | __main__:on_ticks:87 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1243, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 13, 59, 56), 'depth': {'buy': [{'quantity': 29, 'price': 0.9125, 'orders': 2}, {'quantity': 184, 'price': 0.91, 'orders': 3}, {'quantity': 194, 'price': 0.9075, 'orders': 6}, {'quantity': 211, 'price': 0.9025, 'orders': 3}, {'quantity': 25, 'price': 0.895, 'orders': 1}], 'sell': [{'quantity': 184, 'price': 0.92, 'orders': 3}, {'quantity': 59, 'price': 0.9225, 'orders': 2}, {'quantity': 28, 'price': 0.925, 'orders': 1}, {'quantity': 39, 'price': 0.9275, 'orders': 3}, {'quantity': 11, 'price': 0.9375, 'orders': 2}]}}\n",
      "2020-11-02 13:59:57.035 | DEBUG    | __main__:on_ticks:88 - max diff order placed @ 0.015 >= 0.015\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 376\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.015\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 377\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 378\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 13:59:59.770 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 13:59:59.773 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : 50 = 50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 13:59:59.774 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : -50 = -50-0 in USDINR20NOV74CE\n",
      "2020-11-02 13:59:59.785 | DEBUG    | __main__:on_ticks:86 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1689, 'sell_quantity': 1895, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 13, 59, 59), 'depth': {'buy': [{'quantity': 687, 'price': 0.7625, 'orders': 4}, {'quantity': 245, 'price': 0.76, 'orders': 4}, {'quantity': 105, 'price': 0.7575, 'orders': 4}, {'quantity': 375, 'price': 0.755, 'orders': 4}, {'quantity': 35, 'price': 0.7525, 'orders': 1}], 'sell': [{'quantity': 160, 'price': 0.77, 'orders': 3}, {'quantity': 466, 'price': 0.7725, 'orders': 3}, {'quantity': 36, 'price': 0.775, 'orders': 1}, {'quantity': 433, 'price': 0.7775, 'orders': 5}, {'quantity': 50, 'price': 0.7825, 'orders': 1}]}}\n",
      "2020-11-02 13:59:59.790 | DEBUG    | __main__:on_ticks:87 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1225, 'sell_quantity': 1504, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 13, 59, 59), 'depth': {'buy': [{'quantity': 29, 'price': 0.9125, 'orders': 2}, {'quantity': 185, 'price': 0.91, 'orders': 4}, {'quantity': 189, 'price': 0.9075, 'orders': 5}, {'quantity': 211, 'price': 0.9025, 'orders': 3}, {'quantity': 1, 'price': 0.8975, 'orders': 1}], 'sell': [{'quantity': 184, 'price': 0.92, 'orders': 3}, {'quantity': 59, 'price': 0.9225, 'orders': 2}, {'quantity': 28, 'price': 0.925, 'orders': 1}, {'quantity': 11, 'price': 0.9275, 'orders': 2}, {'quantity': 144, 'price': 0.93, 'orders': 1}]}}\n",
      "2020-11-02 13:59:59.792 | DEBUG    | __main__:on_ticks:88 - max diff order placed @ 0.015 >= 0.015\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 379\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.015\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:00:01.070 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:00:01.072 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : 50 = 50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:00:01.074 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : -50 = -50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:00:01.076 | DEBUG    | __main__:on_ticks:86 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1689, 'sell_quantity': 1895, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 13, 59, 59), 'depth': {'buy': [{'quantity': 687, 'price': 0.7625, 'orders': 4}, {'quantity': 245, 'price': 0.76, 'orders': 4}, {'quantity': 105, 'price': 0.7575, 'orders': 4}, {'quantity': 375, 'price': 0.755, 'orders': 4}, {'quantity': 35, 'price': 0.7525, 'orders': 1}], 'sell': [{'quantity': 160, 'price': 0.77, 'orders': 3}, {'quantity': 466, 'price': 0.7725, 'orders': 3}, {'quantity': 36, 'price': 0.775, 'orders': 1}, {'quantity': 433, 'price': 0.7775, 'orders': 5}, {'quantity': 50, 'price': 0.7825, 'orders': 1}]}}\n",
      "2020-11-02 14:00:01.077 | DEBUG    | __main__:on_ticks:87 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1253, 'sell_quantity': 1504, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 0), 'depth': {'buy': [{'quantity': 29, 'price': 0.9125, 'orders': 2}, {'quantity': 184, 'price': 0.91, 'orders': 3}, {'quantity': 194, 'price': 0.9075, 'orders': 6}, {'quantity': 211, 'price': 0.9025, 'orders': 3}, {'quantity': 25, 'price': 0.895, 'orders': 1}], 'sell': [{'quantity': 184, 'price': 0.92, 'orders': 3}, {'quantity': 59, 'price': 0.9225, 'orders': 2}, {'quantity': 28, 'price': 0.925, 'orders': 1}, {'quantity': 11, 'price': 0.9275, 'orders': 2}, {'quantity': 144, 'price': 0.93, 'orders': 1}]}}\n",
      "2020-11-02 14:00:01.079 | DEBUG    | __main__:on_ticks:88 - max diff order placed @ 0.015 >= 0.015\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 380\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.015\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:00:01.676 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:00:01.677 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : 50 = 50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:00:01.679 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : -50 = -50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:00:01.680 | DEBUG    | __main__:on_ticks:86 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1689, 'sell_quantity': 1895, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 13, 59, 59), 'depth': {'buy': [{'quantity': 687, 'price': 0.7625, 'orders': 4}, {'quantity': 245, 'price': 0.76, 'orders': 4}, {'quantity': 105, 'price': 0.7575, 'orders': 4}, {'quantity': 375, 'price': 0.755, 'orders': 4}, {'quantity': 35, 'price': 0.7525, 'orders': 1}], 'sell': [{'quantity': 160, 'price': 0.77, 'orders': 3}, {'quantity': 466, 'price': 0.7725, 'orders': 3}, {'quantity': 36, 'price': 0.775, 'orders': 1}, {'quantity': 433, 'price': 0.7775, 'orders': 5}, {'quantity': 50, 'price': 0.7825, 'orders': 1}]}}\n",
      "2020-11-02 14:00:01.682 | DEBUG    | __main__:on_ticks:87 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1253, 'sell_quantity': 1504, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 0, 1), 'depth': {'buy': [{'quantity': 29, 'price': 0.9125, 'orders': 2}, {'quantity': 184, 'price': 0.91, 'orders': 3}, {'quantity': 194, 'price': 0.9075, 'orders': 6}, {'quantity': 211, 'price': 0.9025, 'orders': 3}, {'quantity': 25, 'price': 0.895, 'orders': 1}], 'sell': [{'quantity': 184, 'price': 0.92, 'orders': 3}, {'quantity': 59, 'price': 0.9225, 'orders': 2}, {'quantity': 28, 'price': 0.925, 'orders': 1}, {'quantity': 11, 'price': 0.9275, 'orders': 2}, {'quantity': 144, 'price': 0.93, 'orders': 1}]}}\n",
      "2020-11-02 14:00:01.683 | DEBUG    | __main__:on_ticks:88 - max diff order placed @ 0.015 >= 0.015\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 381\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.015\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:00:02.192 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:00:02.193 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : 50 = 50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:00:02.195 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : -50 = -50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:00:02.196 | DEBUG    | __main__:on_ticks:86 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1689, 'sell_quantity': 1895, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 0, 2), 'depth': {'buy': [{'quantity': 687, 'price': 0.7625, 'orders': 4}, {'quantity': 245, 'price': 0.76, 'orders': 4}, {'quantity': 105, 'price': 0.7575, 'orders': 4}, {'quantity': 375, 'price': 0.755, 'orders': 4}, {'quantity': 35, 'price': 0.7525, 'orders': 1}], 'sell': [{'quantity': 160, 'price': 0.77, 'orders': 3}, {'quantity': 466, 'price': 0.7725, 'orders': 3}, {'quantity': 36, 'price': 0.775, 'orders': 1}, {'quantity': 433, 'price': 0.7775, 'orders': 5}, {'quantity': 50, 'price': 0.7825, 'orders': 1}]}}\n",
      "2020-11-02 14:00:02.197 | DEBUG    | __main__:on_ticks:87 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1253, 'sell_quantity': 1504, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 0, 1), 'depth': {'buy': [{'quantity': 29, 'price': 0.9125, 'orders': 2}, {'quantity': 184, 'price': 0.91, 'orders': 3}, {'quantity': 194, 'price': 0.9075, 'orders': 6}, {'quantity': 211, 'price': 0.9025, 'orders': 3}, {'quantity': 25, 'price': 0.895, 'orders': 1}], 'sell': [{'quantity': 184, 'price': 0.92, 'orders': 3}, {'quantity': 59, 'price': 0.9225, 'orders': 2}, {'quantity': 28, 'price': 0.925, 'orders': 1}, {'quantity': 11, 'price': 0.9275, 'orders': 2}, {'quantity': 144, 'price': 0.93, 'orders': 1}]}}\n",
      "2020-11-02 14:00:02.198 | DEBUG    | __main__:on_ticks:88 - max diff order placed @ 0.015 >= 0.015\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 382\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.015\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:00:03.495 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:00:03.497 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : 50 = 50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:00:03.497 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : -50 = -50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:00:03.499 | DEBUG    | __main__:on_ticks:86 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1689, 'sell_quantity': 1895, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 0, 2), 'depth': {'buy': [{'quantity': 687, 'price': 0.7625, 'orders': 4}, {'quantity': 245, 'price': 0.76, 'orders': 4}, {'quantity': 105, 'price': 0.7575, 'orders': 4}, {'quantity': 375, 'price': 0.755, 'orders': 4}, {'quantity': 35, 'price': 0.7525, 'orders': 1}], 'sell': [{'quantity': 160, 'price': 0.77, 'orders': 3}, {'quantity': 466, 'price': 0.7725, 'orders': 3}, {'quantity': 36, 'price': 0.775, 'orders': 1}, {'quantity': 433, 'price': 0.7775, 'orders': 5}, {'quantity': 50, 'price': 0.7825, 'orders': 1}]}}\n",
      "2020-11-02 14:00:03.500 | DEBUG    | __main__:on_ticks:87 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1253, 'sell_quantity': 1504, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 0, 3), 'depth': {'buy': [{'quantity': 29, 'price': 0.9125, 'orders': 2}, {'quantity': 184, 'price': 0.91, 'orders': 3}, {'quantity': 194, 'price': 0.9075, 'orders': 6}, {'quantity': 211, 'price': 0.9025, 'orders': 3}, {'quantity': 25, 'price': 0.895, 'orders': 1}], 'sell': [{'quantity': 184, 'price': 0.92, 'orders': 3}, {'quantity': 59, 'price': 0.9225, 'orders': 2}, {'quantity': 28, 'price': 0.925, 'orders': 1}, {'quantity': 11, 'price': 0.9275, 'orders': 2}, {'quantity': 144, 'price': 0.93, 'orders': 1}]}}\n",
      "2020-11-02 14:00:03.501 | DEBUG    | __main__:on_ticks:88 - max diff order placed @ 0.015 >= 0.015\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 383\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.015\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:00:04.064 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:00:04.065 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : 50 = 50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:00:04.066 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : -50 = -50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:00:04.067 | DEBUG    | __main__:on_ticks:86 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1620, 'sell_quantity': 1895, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 0, 3), 'depth': {'buy': [{'quantity': 618, 'price': 0.7625, 'orders': 4}, {'quantity': 245, 'price': 0.76, 'orders': 4}, {'quantity': 105, 'price': 0.7575, 'orders': 4}, {'quantity': 375, 'price': 0.755, 'orders': 4}, {'quantity': 35, 'price': 0.7525, 'orders': 1}], 'sell': [{'quantity': 160, 'price': 0.77, 'orders': 3}, {'quantity': 466, 'price': 0.7725, 'orders': 3}, {'quantity': 36, 'price': 0.775, 'orders': 1}, {'quantity': 433, 'price': 0.7775, 'orders': 5}, {'quantity': 50, 'price': 0.7825, 'orders': 1}]}}\n",
      "2020-11-02 14:00:04.070 | DEBUG    | __main__:on_ticks:87 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1253, 'sell_quantity': 1504, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 0, 3), 'depth': {'buy': [{'quantity': 29, 'price': 0.9125, 'orders': 2}, {'quantity': 184, 'price': 0.91, 'orders': 3}, {'quantity': 194, 'price': 0.9075, 'orders': 6}, {'quantity': 211, 'price': 0.9025, 'orders': 3}, {'quantity': 25, 'price': 0.895, 'orders': 1}], 'sell': [{'quantity': 184, 'price': 0.92, 'orders': 3}, {'quantity': 59, 'price': 0.9225, 'orders': 2}, {'quantity': 28, 'price': 0.925, 'orders': 1}, {'quantity': 11, 'price': 0.9275, 'orders': 2}, {'quantity': 144, 'price': 0.93, 'orders': 1}]}}\n",
      "2020-11-02 14:00:04.071 | DEBUG    | __main__:on_ticks:88 - max diff order placed @ 0.015 >= 0.015\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 384\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.015\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:00:05.076 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:00:05.079 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : 50 = 50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:00:05.080 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : -50 = -50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:00:05.082 | DEBUG    | __main__:on_ticks:86 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1620, 'sell_quantity': 1895, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 0, 3), 'depth': {'buy': [{'quantity': 618, 'price': 0.7625, 'orders': 4}, {'quantity': 245, 'price': 0.76, 'orders': 4}, {'quantity': 105, 'price': 0.7575, 'orders': 4}, {'quantity': 375, 'price': 0.755, 'orders': 4}, {'quantity': 35, 'price': 0.7525, 'orders': 1}], 'sell': [{'quantity': 160, 'price': 0.77, 'orders': 3}, {'quantity': 466, 'price': 0.7725, 'orders': 3}, {'quantity': 36, 'price': 0.775, 'orders': 1}, {'quantity': 433, 'price': 0.7775, 'orders': 5}, {'quantity': 50, 'price': 0.7825, 'orders': 1}]}}\n",
      "2020-11-02 14:00:05.083 | DEBUG    | __main__:on_ticks:87 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1253, 'sell_quantity': 1486, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 0, 4), 'depth': {'buy': [{'quantity': 29, 'price': 0.9125, 'orders': 2}, {'quantity': 184, 'price': 0.91, 'orders': 3}, {'quantity': 194, 'price': 0.9075, 'orders': 6}, {'quantity': 201, 'price': 0.9025, 'orders': 2}, {'quantity': 10, 'price': 0.9, 'orders': 1}], 'sell': [{'quantity': 184, 'price': 0.92, 'orders': 3}, {'quantity': 59, 'price': 0.9225, 'orders': 2}, {'quantity': 28, 'price': 0.925, 'orders': 1}, {'quantity': 11, 'price': 0.9275, 'orders': 2}, {'quantity': 144, 'price': 0.93, 'orders': 1}]}}\n",
      "2020-11-02 14:00:05.084 | DEBUG    | __main__:on_ticks:88 - max diff order placed @ 0.015 >= 0.015\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 385\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.015\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 386\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.7675\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.9175\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:00:07.249 | DEBUG    | __main__:placeneworder:55 - order_placed_rejected @ USDINR20NOV74CE for 50\n",
      "2020-11-02 14:00:07.271 | DEBUG    | __main__:placeneworder:42 - order_placed_rejected @ USDINR20NOV74.25CE for 50\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Counter : 387\n",
      "this_month_buy_quote : 0.7625\n",
      "this_month_sell_quote : 0.7675\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 388\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 389\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 390\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 391\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 392\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 393\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 394\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 395\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 396\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 397\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 398\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 399\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 400\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 401\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 402\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 403\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 404\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 405\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 406\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 407\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 408\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 409\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 410\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 411\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 412\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 413\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 414\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 415\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 416\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 417\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 418\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 419\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 420\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 421\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 422\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9175\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 423\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.7725\n",
      "next_month_buy_quote : 0.9175\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 424\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.7725\n",
      "next_month_buy_quote : 0.9175\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 425\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.7725\n",
      "next_month_buy_quote : 0.9175\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 426\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.7725\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:00:50.221 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:00:50.222 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:00:50.223 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:00:50.229 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1784, 'sell_quantity': 1931, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 0, 49), 'depth': {'buy': [{'quantity': 50, 'price': 0.7675, 'orders': 1}, {'quantity': 712, 'price': 0.765, 'orders': 5}, {'quantity': 301, 'price': 0.7625, 'orders': 5}, {'quantity': 204, 'price': 0.76, 'orders': 4}, {'quantity': 250, 'price': 0.7575, 'orders': 2}], 'sell': [{'quantity': 175, 'price': 0.77, 'orders': 2}, {'quantity': 465, 'price': 0.7725, 'orders': 4}, {'quantity': 70, 'price': 0.775, 'orders': 2}, {'quantity': 201, 'price': 0.7775, 'orders': 4}, {'quantity': 220, 'price': 0.78, 'orders': 2}]}}\n",
      "2020-11-02 14:00:50.235 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1238, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 0, 49), 'depth': {'buy': [{'quantity': 154, 'price': 0.915, 'orders': 3}, {'quantity': 179, 'price': 0.9125, 'orders': 4}, {'quantity': 79, 'price': 0.91, 'orders': 5}, {'quantity': 201, 'price': 0.905, 'orders': 2}, {'quantity': 25, 'price': 0.8975, 'orders': 1}], 'sell': [{'quantity': 125, 'price': 0.92, 'orders': 1}, {'quantity': 59, 'price': 0.9225, 'orders': 2}, {'quantity': 59, 'price': 0.925, 'orders': 2}, {'quantity': 39, 'price': 0.9275, 'orders': 3}, {'quantity': 28, 'price': 0.93, 'orders': 1}]}}\n",
      "2020-11-02 14:00:50.241 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 427\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:00:50.765 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:00:50.766 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:00:50.769 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:00:50.770 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1784, 'sell_quantity': 1931, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 0, 49), 'depth': {'buy': [{'quantity': 50, 'price': 0.7675, 'orders': 1}, {'quantity': 712, 'price': 0.765, 'orders': 5}, {'quantity': 301, 'price': 0.7625, 'orders': 5}, {'quantity': 204, 'price': 0.76, 'orders': 4}, {'quantity': 250, 'price': 0.7575, 'orders': 2}], 'sell': [{'quantity': 175, 'price': 0.77, 'orders': 2}, {'quantity': 465, 'price': 0.7725, 'orders': 4}, {'quantity': 70, 'price': 0.775, 'orders': 2}, {'quantity': 201, 'price': 0.7775, 'orders': 4}, {'quantity': 220, 'price': 0.78, 'orders': 2}]}}\n",
      "2020-11-02 14:00:50.772 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1238, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 0, 50), 'depth': {'buy': [{'quantity': 154, 'price': 0.915, 'orders': 3}, {'quantity': 179, 'price': 0.9125, 'orders': 4}, {'quantity': 79, 'price': 0.91, 'orders': 5}, {'quantity': 201, 'price': 0.905, 'orders': 2}, {'quantity': 25, 'price': 0.8975, 'orders': 1}], 'sell': [{'quantity': 125, 'price': 0.92, 'orders': 1}, {'quantity': 59, 'price': 0.9225, 'orders': 2}, {'quantity': 59, 'price': 0.925, 'orders': 2}, {'quantity': 67, 'price': 0.9275, 'orders': 4}, {'quantity': 11, 'price': 0.94, 'orders': 2}]}}\n",
      "2020-11-02 14:00:50.773 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 428\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:00:51.622 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:00:51.625 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:00:51.626 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:00:51.628 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1784, 'sell_quantity': 1931, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 0, 49), 'depth': {'buy': [{'quantity': 50, 'price': 0.7675, 'orders': 1}, {'quantity': 712, 'price': 0.765, 'orders': 5}, {'quantity': 301, 'price': 0.7625, 'orders': 5}, {'quantity': 204, 'price': 0.76, 'orders': 4}, {'quantity': 250, 'price': 0.7575, 'orders': 2}], 'sell': [{'quantity': 175, 'price': 0.77, 'orders': 2}, {'quantity': 465, 'price': 0.7725, 'orders': 4}, {'quantity': 70, 'price': 0.775, 'orders': 2}, {'quantity': 201, 'price': 0.7775, 'orders': 4}, {'quantity': 220, 'price': 0.78, 'orders': 2}]}}\n",
      "2020-11-02 14:00:51.629 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1238, 'sell_quantity': 1486, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 0, 50), 'depth': {'buy': [{'quantity': 154, 'price': 0.915, 'orders': 3}, {'quantity': 179, 'price': 0.9125, 'orders': 4}, {'quantity': 79, 'price': 0.91, 'orders': 5}, {'quantity': 201, 'price': 0.905, 'orders': 2}, {'quantity': 25, 'price': 0.8975, 'orders': 1}], 'sell': [{'quantity': 125, 'price': 0.92, 'orders': 1}, {'quantity': 59, 'price': 0.9225, 'orders': 2}, {'quantity': 59, 'price': 0.925, 'orders': 2}, {'quantity': 183, 'price': 0.9275, 'orders': 4}, {'quantity': 13, 'price': 0.94, 'orders': 3}]}}\n",
      "2020-11-02 14:00:51.630 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 429\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 430\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 431\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 432\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 433\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 434\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:00:57.724 | DEBUG    | __main__:placeneworder:55 - order_placed_rejected @ USDINR20NOV74.25CE for 50\n",
      "2020-11-02 14:00:57.797 | DEBUG    | __main__:placeneworder:42 - order_placed_rejected @ USDINR20NOV74CE for 50\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Counter : 435\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 436\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 437\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 438\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 439\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 440\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 441\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:01:07.039 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:01:07.041 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:01:07.042 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:01:07.047 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1793, 'sell_quantity': 1973, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 1, 6), 'depth': {'buy': [{'quantity': 185, 'price': 0.7675, 'orders': 1}, {'quantity': 431, 'price': 0.765, 'orders': 3}, {'quantity': 211, 'price': 0.7625, 'orders': 3}, {'quantity': 185, 'price': 0.76, 'orders': 4}, {'quantity': 514, 'price': 0.7575, 'orders': 5}], 'sell': [{'quantity': 175, 'price': 0.77, 'orders': 2}, {'quantity': 507, 'price': 0.7725, 'orders': 4}, {'quantity': 70, 'price': 0.775, 'orders': 2}, {'quantity': 421, 'price': 0.7775, 'orders': 6}, {'quantity': 50, 'price': 0.7825, 'orders': 1}]}}\n",
      "2020-11-02 14:01:07.049 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1258, 'sell_quantity': 1486, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 1, 6), 'depth': {'buy': [{'quantity': 29, 'price': 0.915, 'orders': 2}, {'quantity': 263, 'price': 0.9125, 'orders': 5}, {'quantity': 89, 'price': 0.91, 'orders': 4}, {'quantity': 31, 'price': 0.9075, 'orders': 1}, {'quantity': 201, 'price': 0.905, 'orders': 2}], 'sell': [{'quantity': 184, 'price': 0.92, 'orders': 3}, {'quantity': 59, 'price': 0.9225, 'orders': 2}, {'quantity': 39, 'price': 0.925, 'orders': 3}, {'quantity': 144, 'price': 0.9275, 'orders': 1}, {'quantity': 9, 'price': 0.9375, 'orders': 1}]}}\n",
      "2020-11-02 14:01:07.050 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 442\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 443\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 444\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 445\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 446\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 447\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:01:14.439 | DEBUG    | __main__:placeneworder:42 - order_placed_rejected @ USDINR20NOV74CE for 50\n",
      "2020-11-02 14:01:14.453 | DEBUG    | __main__:placeneworder:55 - order_placed_rejected @ USDINR20NOV74.25CE for 50\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Counter : 448\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 449\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 450\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 451\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 452\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 453\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 454\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 455\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 456\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 457\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 458\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 459\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 460\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 461\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 462\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 463\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:01:51.949 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:01:51.952 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:01:51.953 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:01:51.957 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1852, 'sell_quantity': 1983, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 1, 51), 'depth': {'buy': [{'quantity': 36, 'price': 0.765, 'orders': 1}, {'quantity': 850, 'price': 0.7625, 'orders': 5}, {'quantity': 51, 'price': 0.76, 'orders': 2}, {'quantity': 614, 'price': 0.7575, 'orders': 6}, {'quantity': 59, 'price': 0.755, 'orders': 2}], 'sell': [{'quantity': 50, 'price': 0.7675, 'orders': 1}, {'quantity': 565, 'price': 0.77, 'orders': 5}, {'quantity': 84, 'price': 0.7725, 'orders': 2}, {'quantity': 226, 'price': 0.775, 'orders': 4}, {'quantity': 256, 'price': 0.7775, 'orders': 3}]}}\n",
      "2020-11-02 14:01:51.960 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1248, 'sell_quantity': 1380, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 1, 51), 'depth': {'buy': [{'quantity': 29, 'price': 0.915, 'orders': 2}, {'quantity': 253, 'price': 0.9125, 'orders': 3}, {'quantity': 38, 'price': 0.91, 'orders': 3}, {'quantity': 61, 'price': 0.9075, 'orders': 3}, {'quantity': 231, 'price': 0.905, 'orders': 2}], 'sell': [{'quantity': 10, 'price': 0.9175, 'orders': 1}, {'quantity': 184, 'price': 0.92, 'orders': 3}, {'quantity': 98, 'price': 0.9225, 'orders': 5}, {'quantity': 28, 'price': 0.925, 'orders': 1}, {'quantity': 11, 'price': 0.9375, 'orders': 2}]}}\n",
      "2020-11-02 14:01:51.961 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.005 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 464\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.7675\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9175\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.005\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:01:53.817 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:01:53.818 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:01:53.821 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:01:53.823 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1777, 'sell_quantity': 1968, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 1, 53), 'depth': {'buy': [{'quantity': 36, 'price': 0.765, 'orders': 1}, {'quantity': 783, 'price': 0.7625, 'orders': 5}, {'quantity': 51, 'price': 0.76, 'orders': 2}, {'quantity': 406, 'price': 0.7575, 'orders': 5}, {'quantity': 259, 'price': 0.755, 'orders': 3}], 'sell': [{'quantity': 50, 'price': 0.7675, 'orders': 1}, {'quantity': 565, 'price': 0.77, 'orders': 5}, {'quantity': 120, 'price': 0.7725, 'orders': 3}, {'quantity': 226, 'price': 0.775, 'orders': 4}, {'quantity': 220, 'price': 0.7775, 'orders': 2}]}}\n",
      "2020-11-02 14:01:53.824 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1248, 'sell_quantity': 1380, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 1, 53), 'depth': {'buy': [{'quantity': 254, 'price': 0.9125, 'orders': 4}, {'quantity': 28, 'price': 0.91, 'orders': 1}, {'quantity': 89, 'price': 0.9075, 'orders': 5}, {'quantity': 41, 'price': 0.905, 'orders': 2}, {'quantity': 201, 'price': 0.9025, 'orders': 2}], 'sell': [{'quantity': 10, 'price': 0.9175, 'orders': 1}, {'quantity': 184, 'price': 0.92, 'orders': 3}, {'quantity': 98, 'price': 0.9225, 'orders': 5}, {'quantity': 28, 'price': 0.925, 'orders': 1}, {'quantity': 11, 'price': 0.9375, 'orders': 2}]}}\n",
      "2020-11-02 14:01:53.825 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 465\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.7675\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.9175\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:01:54.466 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:01:54.469 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:01:54.471 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:01:54.472 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1777, 'sell_quantity': 1968, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 1, 53), 'depth': {'buy': [{'quantity': 36, 'price': 0.765, 'orders': 1}, {'quantity': 783, 'price': 0.7625, 'orders': 5}, {'quantity': 51, 'price': 0.76, 'orders': 2}, {'quantity': 406, 'price': 0.7575, 'orders': 5}, {'quantity': 259, 'price': 0.755, 'orders': 3}], 'sell': [{'quantity': 50, 'price': 0.7675, 'orders': 1}, {'quantity': 565, 'price': 0.77, 'orders': 5}, {'quantity': 120, 'price': 0.7725, 'orders': 3}, {'quantity': 426, 'price': 0.775, 'orders': 5}, {'quantity': 20, 'price': 0.7775, 'orders': 1}]}}\n",
      "2020-11-02 14:01:54.474 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1258, 'sell_quantity': 1380, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 1, 53), 'depth': {'buy': [{'quantity': 254, 'price': 0.9125, 'orders': 4}, {'quantity': 28, 'price': 0.91, 'orders': 1}, {'quantity': 89, 'price': 0.9075, 'orders': 5}, {'quantity': 41, 'price': 0.905, 'orders': 2}, {'quantity': 211, 'price': 0.9025, 'orders': 3}], 'sell': [{'quantity': 10, 'price': 0.9175, 'orders': 1}, {'quantity': 184, 'price': 0.92, 'orders': 3}, {'quantity': 98, 'price': 0.9225, 'orders': 5}, {'quantity': 28, 'price': 0.925, 'orders': 1}, {'quantity': 11, 'price': 0.9375, 'orders': 2}]}}\n",
      "2020-11-02 14:01:54.476 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 466\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.7675\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.9175\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:01:55.754 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:01:55.755 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:01:55.757 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:01:55.759 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1777, 'sell_quantity': 1968, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 1, 53), 'depth': {'buy': [{'quantity': 36, 'price': 0.765, 'orders': 1}, {'quantity': 783, 'price': 0.7625, 'orders': 5}, {'quantity': 51, 'price': 0.76, 'orders': 2}, {'quantity': 406, 'price': 0.7575, 'orders': 5}, {'quantity': 259, 'price': 0.755, 'orders': 3}], 'sell': [{'quantity': 50, 'price': 0.7675, 'orders': 1}, {'quantity': 565, 'price': 0.77, 'orders': 5}, {'quantity': 120, 'price': 0.7725, 'orders': 3}, {'quantity': 426, 'price': 0.775, 'orders': 5}, {'quantity': 20, 'price': 0.7775, 'orders': 1}]}}\n",
      "2020-11-02 14:01:55.761 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1258, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 1, 55), 'depth': {'buy': [{'quantity': 29, 'price': 0.915, 'orders': 2}, {'quantity': 153, 'price': 0.9125, 'orders': 2}, {'quantity': 138, 'price': 0.91, 'orders': 4}, {'quantity': 61, 'price': 0.9075, 'orders': 3}, {'quantity': 231, 'price': 0.905, 'orders': 2}], 'sell': [{'quantity': 184, 'price': 0.92, 'orders': 3}, {'quantity': 59, 'price': 0.9225, 'orders': 2}, {'quantity': 39, 'price': 0.925, 'orders': 3}, {'quantity': 28, 'price': 0.9275, 'orders': 1}, {'quantity': 11, 'price': 0.9375, 'orders': 2}]}}\n",
      "2020-11-02 14:01:55.763 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 467\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.7675\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 468\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:01:59.410 | DEBUG    | __main__:placeneworder:42 - order_placed_rejected @ USDINR20NOV74CE for 50\n",
      "2020-11-02 14:01:59.465 | DEBUG    | __main__:placeneworder:55 - order_placed_rejected @ USDINR20NOV74.25CE for 50\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Counter : 469\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 470\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:02:05.344 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:02:05.347 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:02:05.349 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:02:05.352 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1752, 'sell_quantity': 1968, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 2, 4), 'depth': {'buy': [{'quantity': 50, 'price': 0.7675, 'orders': 1}, {'quantity': 732, 'price': 0.765, 'orders': 5}, {'quantity': 265, 'price': 0.7625, 'orders': 4}, {'quantity': 354, 'price': 0.76, 'orders': 5}, {'quantity': 84, 'price': 0.7575, 'orders': 2}], 'sell': [{'quantity': 50, 'price': 0.77, 'orders': 1}, {'quantity': 622, 'price': 0.7725, 'orders': 6}, {'quantity': 70, 'price': 0.775, 'orders': 2}, {'quantity': 204, 'price': 0.7775, 'orders': 3}, {'quantity': 220, 'price': 0.78, 'orders': 2}]}}\n",
      "2020-11-02 14:02:05.353 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1258, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 2, 4), 'depth': {'buy': [{'quantity': 154, 'price': 0.915, 'orders': 3}, {'quantity': 148, 'price': 0.9125, 'orders': 3}, {'quantity': 79, 'price': 0.91, 'orders': 5}, {'quantity': 232, 'price': 0.9075, 'orders': 3}, {'quantity': 10, 'price': 0.905, 'orders': 1}], 'sell': [{'quantity': 59, 'price': 0.92, 'orders': 2}, {'quantity': 184, 'price': 0.9225, 'orders': 3}, {'quantity': 28, 'price': 0.925, 'orders': 1}, {'quantity': 39, 'price': 0.9275, 'orders': 3}, {'quantity': 13, 'price': 0.94, 'orders': 3}]}}\n",
      "2020-11-02 14:02:05.354 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 471\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 472\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.7725\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 473\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.7725\n",
      "next_month_buy_quote : 0.9175\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 474\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.7725\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 475\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.7725\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 476\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 477\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 478\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 479\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 480\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:02:17.022 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:02:17.024 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : 50 = 50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:02:17.026 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : -50 = -50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:02:17.032 | DEBUG    | __main__:on_ticks:86 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1843, 'sell_quantity': 1920, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 2, 15), 'depth': {'buy': [{'quantity': 661, 'price': 0.765, 'orders': 4}, {'quantity': 211, 'price': 0.7625, 'orders': 3}, {'quantity': 85, 'price': 0.76, 'orders': 3}, {'quantity': 619, 'price': 0.7575, 'orders': 6}, {'quantity': 25, 'price': 0.755, 'orders': 1}], 'sell': [{'quantity': 624, 'price': 0.7725, 'orders': 6}, {'quantity': 70, 'price': 0.775, 'orders': 2}, {'quantity': 303, 'price': 0.7775, 'orders': 2}, {'quantity': 121, 'price': 0.78, 'orders': 3}, {'quantity': 50, 'price': 0.7825, 'orders': 1}]}}\n",
      "2020-11-02 14:02:17.034 | DEBUG    | __main__:on_ticks:87 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1258, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 2, 15), 'depth': {'buy': [{'quantity': 29, 'price': 0.915, 'orders': 2}, {'quantity': 263, 'price': 0.9125, 'orders': 5}, {'quantity': 89, 'price': 0.91, 'orders': 4}, {'quantity': 31, 'price': 0.9075, 'orders': 1}, {'quantity': 211, 'price': 0.905, 'orders': 3}], 'sell': [{'quantity': 184, 'price': 0.9225, 'orders': 3}, {'quantity': 59, 'price': 0.925, 'orders': 2}, {'quantity': 39, 'price': 0.9275, 'orders': 3}, {'quantity': 28, 'price': 0.93, 'orders': 1}, {'quantity': 2, 'price': 0.94, 'orders': 1}]}}\n",
      "2020-11-02 14:02:17.035 | DEBUG    | __main__:on_ticks:88 - max diff order placed @ 0.015 >= 0.015\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 481\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.7725\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.015\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 482\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 483\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 484\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 485\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 486\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 487\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:02:24.455 | DEBUG    | __main__:placeneworder:55 - order_placed_rejected @ USDINR20NOV74CE for 50\n",
      "2020-11-02 14:02:24.504 | DEBUG    | __main__:placeneworder:42 - order_placed_rejected @ USDINR20NOV74.25CE for 50\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Counter : 488\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 489\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 490\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 491\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 492\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 493\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 494\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 495\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 496\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.7725\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 497\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.7725\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 498\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.7725\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 499\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.7725\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
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      "==========================\n",
      "Counter : 500\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.7725\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.155\n",
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      "Min difference Calc : 0.1425\n",
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      "==========================\n",
      "Counter : 501\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.7725\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
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      "==========================\n",
      "Counter : 502\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.7725\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
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      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 503\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
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      "==========================\n",
      "Counter : 504\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 505\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 506\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
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      "==========================\n",
      "Counter : 507\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 508\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 509\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 510\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "==========================\n",
      "Counter : 511\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 512\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
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      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 513\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.9125\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 514\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
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      "==========================\n",
      "Counter : 515\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
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      "==========================\n",
      "Counter : 516\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
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      "==========================\n",
      "Counter : 517\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 518\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
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      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 519\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 520\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 521\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
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      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
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      "==========================\n",
      "Counter : 522\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
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      "==========================\n",
      "Counter : 523\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
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      "==========================\n",
      "Counter : 524\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
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      "Max difference Calc : 0.155\n",
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      "==========================\n",
      "Counter : 525\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
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      "==========================\n",
      "Counter : 526\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
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      "==========================\n",
      "Counter : 527\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
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      "==========================\n",
      "Counter : 528\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
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      "==========================\n",
      "Counter : 529\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
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      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
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      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 530\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
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      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 531\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
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      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 532\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
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      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 533\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 534\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
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      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
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      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 535\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
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      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
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      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 536\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
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      "==========================\n",
      "Counter : 537\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
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      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 538\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 539\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 540\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 541\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 542\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 543\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 544\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 545\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 546\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 547\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 548\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 549\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 550\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 551\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 552\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 553\n",
      "this_month_buy_quote : 0.765\n",
      "this_month_sell_quote : 0.77\n",
      "next_month_buy_quote : 0.915\n",
      "next_month_sell_quote : 0.92\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 554\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.775\n",
      "next_month_buy_quote : 0.92\n",
      "next_month_sell_quote : 0.925\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 555\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.775\n",
      "next_month_buy_quote : 0.9175\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 556\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.7725\n",
      "next_month_buy_quote : 0.9175\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 557\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.7725\n",
      "next_month_buy_quote : 0.9175\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 558\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.7725\n",
      "next_month_buy_quote : 0.9175\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 559\n",
      "this_month_buy_quote : 0.7675\n",
      "this_month_sell_quote : 0.7725\n",
      "next_month_buy_quote : 0.9175\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 560\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.9175\n",
      "next_month_sell_quote : 0.9225\n",
      "Max difference Calc : 0.15\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.14\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 561\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.9275\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 562\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.9275\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 563\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.9275\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 564\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.9275\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:03:41.764 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:03:41.766 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:03:41.769 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:03:41.774 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1819, 'sell_quantity': 1860, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 3, 41), 'depth': {'buy': [{'quantity': 50, 'price': 0.775, 'orders': 1}, {'quantity': 812, 'price': 0.7725, 'orders': 5}, {'quantity': 272, 'price': 0.77, 'orders': 4}, {'quantity': 334, 'price': 0.7675, 'orders': 4}, {'quantity': 50, 'price': 0.765, 'orders': 1}], 'sell': [{'quantity': 34, 'price': 0.7775, 'orders': 1}, {'quantity': 547, 'price': 0.78, 'orders': 4}, {'quantity': 86, 'price': 0.7825, 'orders': 2}, {'quantity': 241, 'price': 0.785, 'orders': 4}, {'quantity': 200, 'price': 0.7875, 'orders': 1}]}}\n",
      "2020-11-02 14:03:41.778 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1238, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 3, 41), 'depth': {'buy': [{'quantity': 254, 'price': 0.9225, 'orders': 4}, {'quantity': 69, 'price': 0.92, 'orders': 3}, {'quantity': 228, 'price': 0.9175, 'orders': 2}, {'quantity': 42, 'price': 0.915, 'orders': 4}, {'quantity': 10, 'price': 0.9125, 'orders': 1}], 'sell': [{'quantity': 31, 'price': 0.9275, 'orders': 1}, {'quantity': 184, 'price': 0.93, 'orders': 3}, {'quantity': 28, 'price': 0.9325, 'orders': 1}, {'quantity': 39, 'price': 0.935, 'orders': 3}, {'quantity': 28, 'price': 0.9375, 'orders': 1}]}}\n",
      "2020-11-02 14:03:41.780 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 565\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.9275\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:03:42.356 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:03:42.359 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:03:42.360 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:03:42.361 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1839, 'sell_quantity': 1880, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 3, 42), 'depth': {'buy': [{'quantity': 50, 'price': 0.775, 'orders': 1}, {'quantity': 812, 'price': 0.7725, 'orders': 5}, {'quantity': 272, 'price': 0.77, 'orders': 4}, {'quantity': 354, 'price': 0.7675, 'orders': 5}, {'quantity': 50, 'price': 0.765, 'orders': 1}], 'sell': [{'quantity': 34, 'price': 0.7775, 'orders': 1}, {'quantity': 547, 'price': 0.78, 'orders': 4}, {'quantity': 86, 'price': 0.7825, 'orders': 2}, {'quantity': 241, 'price': 0.785, 'orders': 4}, {'quantity': 220, 'price': 0.7875, 'orders': 2}]}}\n",
      "2020-11-02 14:03:42.363 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1258, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 3, 42), 'depth': {'buy': [{'quantity': 254, 'price': 0.9225, 'orders': 4}, {'quantity': 99, 'price': 0.92, 'orders': 6}, {'quantity': 28, 'price': 0.9175, 'orders': 1}, {'quantity': 242, 'price': 0.915, 'orders': 4}, {'quantity': 25, 'price': 0.9075, 'orders': 1}], 'sell': [{'quantity': 31, 'price': 0.9275, 'orders': 1}, {'quantity': 184, 'price': 0.93, 'orders': 3}, {'quantity': 28, 'price': 0.9325, 'orders': 1}, {'quantity': 39, 'price': 0.935, 'orders': 3}, {'quantity': 28, 'price': 0.9375, 'orders': 1}]}}\n",
      "2020-11-02 14:03:42.364 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 566\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.9275\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:03:43.087 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:03:43.088 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:03:43.089 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:03:43.091 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1880, 'sell_quantity': 1951, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 3, 42), 'depth': {'buy': [{'quantity': 50, 'price': 0.775, 'orders': 1}, {'quantity': 812, 'price': 0.7725, 'orders': 5}, {'quantity': 87, 'price': 0.77, 'orders': 3}, {'quantity': 580, 'price': 0.7675, 'orders': 6}, {'quantity': 50, 'price': 0.765, 'orders': 1}], 'sell': [{'quantity': 34, 'price': 0.7775, 'orders': 1}, {'quantity': 35, 'price': 0.78, 'orders': 2}, {'quantity': 638, 'price': 0.7825, 'orders': 4}, {'quantity': 136, 'price': 0.785, 'orders': 2}, {'quantity': 356, 'price': 0.7875, 'orders': 4}]}}\n",
      "2020-11-02 14:03:43.093 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1258, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 3, 42), 'depth': {'buy': [{'quantity': 254, 'price': 0.9225, 'orders': 4}, {'quantity': 99, 'price': 0.92, 'orders': 6}, {'quantity': 28, 'price': 0.9175, 'orders': 1}, {'quantity': 242, 'price': 0.915, 'orders': 4}, {'quantity': 25, 'price': 0.9075, 'orders': 1}], 'sell': [{'quantity': 31, 'price': 0.9275, 'orders': 1}, {'quantity': 184, 'price': 0.93, 'orders': 3}, {'quantity': 28, 'price': 0.9325, 'orders': 1}, {'quantity': 39, 'price': 0.935, 'orders': 3}, {'quantity': 28, 'price': 0.9375, 'orders': 1}]}}\n",
      "2020-11-02 14:03:43.095 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 567\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.9275\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:03:43.645 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:03:43.647 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:03:43.648 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:03:43.650 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1880, 'sell_quantity': 1951, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 3, 42), 'depth': {'buy': [{'quantity': 50, 'price': 0.775, 'orders': 1}, {'quantity': 812, 'price': 0.7725, 'orders': 5}, {'quantity': 87, 'price': 0.77, 'orders': 3}, {'quantity': 580, 'price': 0.7675, 'orders': 6}, {'quantity': 50, 'price': 0.765, 'orders': 1}], 'sell': [{'quantity': 34, 'price': 0.7775, 'orders': 1}, {'quantity': 35, 'price': 0.78, 'orders': 2}, {'quantity': 638, 'price': 0.7825, 'orders': 4}, {'quantity': 136, 'price': 0.785, 'orders': 2}, {'quantity': 356, 'price': 0.7875, 'orders': 4}]}}\n",
      "2020-11-02 14:03:43.651 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1258, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 3, 43), 'depth': {'buy': [{'quantity': 154, 'price': 0.9225, 'orders': 3}, {'quantity': 199, 'price': 0.92, 'orders': 7}, {'quantity': 28, 'price': 0.9175, 'orders': 1}, {'quantity': 242, 'price': 0.915, 'orders': 4}, {'quantity': 25, 'price': 0.9075, 'orders': 1}], 'sell': [{'quantity': 31, 'price': 0.9275, 'orders': 1}, {'quantity': 59, 'price': 0.93, 'orders': 2}, {'quantity': 153, 'price': 0.9325, 'orders': 2}, {'quantity': 28, 'price': 0.935, 'orders': 1}, {'quantity': 11, 'price': 0.9375, 'orders': 2}]}}\n",
      "2020-11-02 14:03:43.653 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 568\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.9275\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:03:44.312 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:03:44.313 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:03:44.316 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:03:44.317 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1880, 'sell_quantity': 1951, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 3, 42), 'depth': {'buy': [{'quantity': 50, 'price': 0.775, 'orders': 1}, {'quantity': 812, 'price': 0.7725, 'orders': 5}, {'quantity': 87, 'price': 0.77, 'orders': 3}, {'quantity': 580, 'price': 0.7675, 'orders': 6}, {'quantity': 50, 'price': 0.765, 'orders': 1}], 'sell': [{'quantity': 34, 'price': 0.7775, 'orders': 1}, {'quantity': 35, 'price': 0.78, 'orders': 2}, {'quantity': 638, 'price': 0.7825, 'orders': 4}, {'quantity': 136, 'price': 0.785, 'orders': 2}, {'quantity': 356, 'price': 0.7875, 'orders': 4}]}}\n",
      "2020-11-02 14:03:44.319 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1258, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 3, 43), 'depth': {'buy': [{'quantity': 154, 'price': 0.9225, 'orders': 3}, {'quantity': 199, 'price': 0.92, 'orders': 7}, {'quantity': 28, 'price': 0.9175, 'orders': 1}, {'quantity': 242, 'price': 0.915, 'orders': 4}, {'quantity': 25, 'price': 0.9075, 'orders': 1}], 'sell': [{'quantity': 31, 'price': 0.9275, 'orders': 1}, {'quantity': 59, 'price': 0.93, 'orders': 2}, {'quantity': 153, 'price': 0.9325, 'orders': 2}, {'quantity': 28, 'price': 0.935, 'orders': 1}, {'quantity': 11, 'price': 0.9375, 'orders': 2}]}}\n",
      "2020-11-02 14:03:44.320 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 569\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.9275\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 570\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.9275\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:03:45.595 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:03:45.596 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:03:45.599 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:03:45.600 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1768, 'sell_quantity': 1884, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 3, 45), 'depth': {'buy': [{'quantity': 50, 'price': 0.775, 'orders': 1}, {'quantity': 751, 'price': 0.7725, 'orders': 5}, {'quantity': 262, 'price': 0.77, 'orders': 4}, {'quantity': 154, 'price': 0.7675, 'orders': 4}, {'quantity': 284, 'price': 0.765, 'orders': 3}], 'sell': [{'quantity': 34, 'price': 0.7775, 'orders': 1}, {'quantity': 590, 'price': 0.78, 'orders': 5}, {'quantity': 86, 'price': 0.7825, 'orders': 2}, {'quantity': 202, 'price': 0.785, 'orders': 4}, {'quantity': 220, 'price': 0.7875, 'orders': 2}]}}\n",
      "2020-11-02 14:03:45.602 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1258, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 3, 43), 'depth': {'buy': [{'quantity': 154, 'price': 0.9225, 'orders': 3}, {'quantity': 199, 'price': 0.92, 'orders': 7}, {'quantity': 28, 'price': 0.9175, 'orders': 1}, {'quantity': 242, 'price': 0.915, 'orders': 4}, {'quantity': 25, 'price': 0.9075, 'orders': 1}], 'sell': [{'quantity': 31, 'price': 0.9275, 'orders': 1}, {'quantity': 59, 'price': 0.93, 'orders': 2}, {'quantity': 153, 'price': 0.9325, 'orders': 2}, {'quantity': 28, 'price': 0.935, 'orders': 1}, {'quantity': 11, 'price': 0.9375, 'orders': 2}]}}\n",
      "2020-11-02 14:03:45.604 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 571\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.9275\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 572\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 573\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 574\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 575\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:03:49.291 | DEBUG    | __main__:placeneworder:42 - order_placed_rejected @ USDINR20NOV74CE for 50\n",
      "2020-11-02 14:03:49.305 | DEBUG    | __main__:placeneworder:55 - order_placed_rejected @ USDINR20NOV74.25CE for 50\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Counter : 576\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 577\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 578\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 579\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 580\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 581\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 582\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 583\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:03:56.601 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:03:56.602 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:03:56.605 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:03:56.606 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1860, 'sell_quantity': 1864, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 3, 55), 'depth': {'buy': [{'quantity': 50, 'price': 0.775, 'orders': 1}, {'quantity': 829, 'price': 0.7725, 'orders': 5}, {'quantity': 310, 'price': 0.77, 'orders': 5}, {'quantity': 154, 'price': 0.7675, 'orders': 4}, {'quantity': 250, 'price': 0.765, 'orders': 2}], 'sell': [{'quantity': 34, 'price': 0.7775, 'orders': 1}, {'quantity': 585, 'price': 0.78, 'orders': 5}, {'quantity': 86, 'price': 0.7825, 'orders': 2}, {'quantity': 187, 'price': 0.785, 'orders': 4}, {'quantity': 220, 'price': 0.7875, 'orders': 2}]}}\n",
      "2020-11-02 14:03:56.607 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1258, 'sell_quantity': 1388, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 3, 56), 'depth': {'buy': [{'quantity': 29, 'price': 0.925, 'orders': 2}, {'quantity': 253, 'price': 0.9225, 'orders': 3}, {'quantity': 99, 'price': 0.92, 'orders': 6}, {'quantity': 242, 'price': 0.915, 'orders': 4}, {'quantity': 25, 'price': 0.9075, 'orders': 1}], 'sell': [{'quantity': 59, 'price': 0.93, 'orders': 2}, {'quantity': 153, 'price': 0.9325, 'orders': 2}, {'quantity': 59, 'price': 0.935, 'orders': 2}, {'quantity': 11, 'price': 0.9375, 'orders': 2}, {'quantity': 30, 'price': 0.94, 'orders': 2}]}}\n",
      "2020-11-02 14:03:56.608 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 584\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 585\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 586\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 587\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.9275\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 588\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.9275\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 589\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.9275\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 590\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.9275\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 591\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.9275\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:04:03.812 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:04:03.814 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:04:03.815 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:04:03.823 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1919, 'sell_quantity': 1966, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 2), 'depth': {'buy': [{'quantity': 86, 'price': 0.7725, 'orders': 2}, {'quantity': 740, 'price': 0.77, 'orders': 5}, {'quantity': 422, 'price': 0.7675, 'orders': 4}, {'quantity': 370, 'price': 0.765, 'orders': 4}, {'quantity': 34, 'price': 0.7625, 'orders': 1}], 'sell': [{'quantity': 34, 'price': 0.775, 'orders': 1}, {'quantity': 614, 'price': 0.7775, 'orders': 4}, {'quantity': 84, 'price': 0.78, 'orders': 2}, {'quantity': 226, 'price': 0.7825, 'orders': 5}, {'quantity': 256, 'price': 0.785, 'orders': 3}]}}\n",
      "2020-11-02 14:04:03.824 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1258, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 1), 'depth': {'buy': [{'quantity': 154, 'price': 0.9225, 'orders': 3}, {'quantity': 138, 'price': 0.92, 'orders': 4}, {'quantity': 89, 'price': 0.9175, 'orders': 4}, {'quantity': 231, 'price': 0.915, 'orders': 2}, {'quantity': 1, 'price': 0.9125, 'orders': 1}], 'sell': [{'quantity': 31, 'price': 0.9275, 'orders': 1}, {'quantity': 184, 'price': 0.93, 'orders': 3}, {'quantity': 28, 'price': 0.9325, 'orders': 1}, {'quantity': 67, 'price': 0.935, 'orders': 4}, {'quantity': 2, 'price': 0.94, 'orders': 1}]}}\n",
      "2020-11-02 14:04:03.825 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n",
      "2020-11-02 14:04:03.827 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:04:03.828 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:04:03.829 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:04:03.830 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1919, 'sell_quantity': 1966, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 2), 'depth': {'buy': [{'quantity': 86, 'price': 0.7725, 'orders': 2}, {'quantity': 740, 'price': 0.77, 'orders': 5}, {'quantity': 422, 'price': 0.7675, 'orders': 4}, {'quantity': 370, 'price': 0.765, 'orders': 4}, {'quantity': 34, 'price': 0.7625, 'orders': 1}], 'sell': [{'quantity': 34, 'price': 0.775, 'orders': 1}, {'quantity': 614, 'price': 0.7775, 'orders': 4}, {'quantity': 84, 'price': 0.78, 'orders': 2}, {'quantity': 226, 'price': 0.7825, 'orders': 5}, {'quantity': 256, 'price': 0.785, 'orders': 3}]}}\n",
      "2020-11-02 14:04:03.831 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1258, 'sell_quantity': 1387, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 3), 'depth': {'buy': [{'quantity': 29, 'price': 0.9225, 'orders': 2}, {'quantity': 263, 'price': 0.92, 'orders': 5}, {'quantity': 48, 'price': 0.9175, 'orders': 2}, {'quantity': 41, 'price': 0.915, 'orders': 2}, {'quantity': 241, 'price': 0.9125, 'orders': 3}], 'sell': [{'quantity': 184, 'price': 0.9275, 'orders': 3}, {'quantity': 59, 'price': 0.93, 'orders': 2}, {'quantity': 67, 'price': 0.9325, 'orders': 4}, {'quantity': 2, 'price': 0.94, 'orders': 1}, {'quantity': 12, 'price': 0.9475, 'orders': 2}]}}\n",
      "2020-11-02 14:04:03.832 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 592\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.9275\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 593\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.9275\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:04:04.026 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:04:04.029 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:04:04.030 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:04:04.031 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1919, 'sell_quantity': 1966, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 3), 'depth': {'buy': [{'quantity': 86, 'price': 0.7725, 'orders': 2}, {'quantity': 740, 'price': 0.77, 'orders': 5}, {'quantity': 422, 'price': 0.7675, 'orders': 4}, {'quantity': 370, 'price': 0.765, 'orders': 4}, {'quantity': 34, 'price': 0.7625, 'orders': 1}], 'sell': [{'quantity': 34, 'price': 0.775, 'orders': 1}, {'quantity': 614, 'price': 0.7775, 'orders': 4}, {'quantity': 84, 'price': 0.78, 'orders': 2}, {'quantity': 226, 'price': 0.7825, 'orders': 5}, {'quantity': 256, 'price': 0.785, 'orders': 3}]}}\n",
      "2020-11-02 14:04:04.033 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1248, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 3), 'depth': {'buy': [{'quantity': 29, 'price': 0.9225, 'orders': 2}, {'quantity': 253, 'price': 0.92, 'orders': 3}, {'quantity': 58, 'price': 0.9175, 'orders': 4}, {'quantity': 41, 'price': 0.915, 'orders': 2}, {'quantity': 231, 'price': 0.9125, 'orders': 2}], 'sell': [{'quantity': 184, 'price': 0.9275, 'orders': 3}, {'quantity': 59, 'price': 0.93, 'orders': 2}, {'quantity': 67, 'price': 0.9325, 'orders': 4}, {'quantity': 2, 'price': 0.94, 'orders': 1}, {'quantity': 9, 'price': 0.945, 'orders': 1}]}}\n",
      "2020-11-02 14:04:04.034 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 594\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.9275\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:04:05.221 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:04:05.224 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:04:05.225 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:04:05.226 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1919, 'sell_quantity': 1966, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 4), 'depth': {'buy': [{'quantity': 86, 'price': 0.7725, 'orders': 2}, {'quantity': 740, 'price': 0.77, 'orders': 5}, {'quantity': 422, 'price': 0.7675, 'orders': 4}, {'quantity': 170, 'price': 0.765, 'orders': 3}, {'quantity': 234, 'price': 0.7625, 'orders': 2}], 'sell': [{'quantity': 34, 'price': 0.775, 'orders': 1}, {'quantity': 614, 'price': 0.7775, 'orders': 4}, {'quantity': 84, 'price': 0.78, 'orders': 2}, {'quantity': 226, 'price': 0.7825, 'orders': 5}, {'quantity': 256, 'price': 0.785, 'orders': 3}]}}\n",
      "2020-11-02 14:04:05.228 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1248, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 5), 'depth': {'buy': [{'quantity': 29, 'price': 0.9225, 'orders': 2}, {'quantity': 253, 'price': 0.92, 'orders': 3}, {'quantity': 58, 'price': 0.9175, 'orders': 4}, {'quantity': 41, 'price': 0.915, 'orders': 2}, {'quantity': 232, 'price': 0.9125, 'orders': 3}], 'sell': [{'quantity': 184, 'price': 0.9275, 'orders': 3}, {'quantity': 59, 'price': 0.93, 'orders': 2}, {'quantity': 67, 'price': 0.9325, 'orders': 4}, {'quantity': 2, 'price': 0.94, 'orders': 1}, {'quantity': 9, 'price': 0.945, 'orders': 1}]}}\n",
      "2020-11-02 14:04:05.229 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 595\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.9275\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:04:06.401 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:04:06.402 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:04:06.405 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:04:06.407 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1919, 'sell_quantity': 1966, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 6), 'depth': {'buy': [{'quantity': 86, 'price': 0.7725, 'orders': 2}, {'quantity': 740, 'price': 0.77, 'orders': 5}, {'quantity': 422, 'price': 0.7675, 'orders': 4}, {'quantity': 170, 'price': 0.765, 'orders': 3}, {'quantity': 234, 'price': 0.7625, 'orders': 2}], 'sell': [{'quantity': 34, 'price': 0.775, 'orders': 1}, {'quantity': 614, 'price': 0.7775, 'orders': 4}, {'quantity': 84, 'price': 0.78, 'orders': 2}, {'quantity': 426, 'price': 0.7825, 'orders': 6}, {'quantity': 56, 'price': 0.785, 'orders': 2}]}}\n",
      "2020-11-02 14:04:06.408 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1258, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 5), 'depth': {'buy': [{'quantity': 29, 'price': 0.9225, 'orders': 2}, {'quantity': 253, 'price': 0.92, 'orders': 3}, {'quantity': 58, 'price': 0.9175, 'orders': 4}, {'quantity': 41, 'price': 0.915, 'orders': 2}, {'quantity': 232, 'price': 0.9125, 'orders': 3}], 'sell': [{'quantity': 184, 'price': 0.9275, 'orders': 3}, {'quantity': 59, 'price': 0.93, 'orders': 2}, {'quantity': 67, 'price': 0.9325, 'orders': 4}, {'quantity': 2, 'price': 0.94, 'orders': 1}, {'quantity': 9, 'price': 0.945, 'orders': 1}]}}\n",
      "2020-11-02 14:04:06.409 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 596\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.9275\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:04:07.557 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:04:07.558 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:04:07.560 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:04:07.562 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1919, 'sell_quantity': 1966, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 6), 'depth': {'buy': [{'quantity': 86, 'price': 0.7725, 'orders': 2}, {'quantity': 740, 'price': 0.77, 'orders': 5}, {'quantity': 422, 'price': 0.7675, 'orders': 4}, {'quantity': 170, 'price': 0.765, 'orders': 3}, {'quantity': 234, 'price': 0.7625, 'orders': 2}], 'sell': [{'quantity': 34, 'price': 0.775, 'orders': 1}, {'quantity': 614, 'price': 0.7775, 'orders': 4}, {'quantity': 84, 'price': 0.78, 'orders': 2}, {'quantity': 426, 'price': 0.7825, 'orders': 6}, {'quantity': 56, 'price': 0.785, 'orders': 2}]}}\n",
      "2020-11-02 14:04:07.563 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1258, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 7), 'depth': {'buy': [{'quantity': 154, 'price': 0.92, 'orders': 3}, {'quantity': 138, 'price': 0.9175, 'orders': 4}, {'quantity': 89, 'price': 0.915, 'orders': 4}, {'quantity': 231, 'price': 0.9125, 'orders': 2}, {'quantity': 1, 'price': 0.91, 'orders': 1}], 'sell': [{'quantity': 184, 'price': 0.925, 'orders': 3}, {'quantity': 59, 'price': 0.9275, 'orders': 2}, {'quantity': 39, 'price': 0.93, 'orders': 3}, {'quantity': 28, 'price': 0.9325, 'orders': 1}, {'quantity': 2, 'price': 0.94, 'orders': 1}]}}\n",
      "2020-11-02 14:04:07.565 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 597\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.775\n",
      "next_month_buy_quote : 0.92\n",
      "next_month_sell_quote : 0.925\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:04:08.287 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:04:08.288 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:04:08.290 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:04:08.291 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1919, 'sell_quantity': 1966, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 6), 'depth': {'buy': [{'quantity': 86, 'price': 0.7725, 'orders': 2}, {'quantity': 740, 'price': 0.77, 'orders': 5}, {'quantity': 422, 'price': 0.7675, 'orders': 4}, {'quantity': 170, 'price': 0.765, 'orders': 3}, {'quantity': 234, 'price': 0.7625, 'orders': 2}], 'sell': [{'quantity': 34, 'price': 0.775, 'orders': 1}, {'quantity': 614, 'price': 0.7775, 'orders': 4}, {'quantity': 84, 'price': 0.78, 'orders': 2}, {'quantity': 426, 'price': 0.7825, 'orders': 6}, {'quantity': 56, 'price': 0.785, 'orders': 2}]}}\n",
      "2020-11-02 14:04:08.293 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1258, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 7), 'depth': {'buy': [{'quantity': 154, 'price': 0.92, 'orders': 3}, {'quantity': 138, 'price': 0.9175, 'orders': 4}, {'quantity': 89, 'price': 0.915, 'orders': 4}, {'quantity': 231, 'price': 0.9125, 'orders': 2}, {'quantity': 1, 'price': 0.91, 'orders': 1}], 'sell': [{'quantity': 59, 'price': 0.925, 'orders': 2}, {'quantity': 184, 'price': 0.9275, 'orders': 3}, {'quantity': 28, 'price': 0.93, 'orders': 1}, {'quantity': 11, 'price': 0.9325, 'orders': 2}, {'quantity': 28, 'price': 0.935, 'orders': 1}]}}\n",
      "2020-11-02 14:04:08.297 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 598\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.775\n",
      "next_month_buy_quote : 0.92\n",
      "next_month_sell_quote : 0.925\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 599\n",
      "this_month_buy_quote : 0.77\n",
      "this_month_sell_quote : 0.775\n",
      "next_month_buy_quote : 0.92\n",
      "next_month_sell_quote : 0.925\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:04:11.117 | DEBUG    | __main__:placeneworder:55 - order_placed_rejected @ USDINR20NOV74.25CE for 50\n",
      "2020-11-02 14:04:11.198 | DEBUG    | __main__:placeneworder:42 - order_placed_rejected @ USDINR20NOV74CE for 50\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Counter : 600\n",
      "this_month_buy_quote : 0.77\n",
      "this_month_sell_quote : 0.775\n",
      "next_month_buy_quote : 0.92\n",
      "next_month_sell_quote : 0.925\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 601\n",
      "this_month_buy_quote : 0.77\n",
      "this_month_sell_quote : 0.775\n",
      "next_month_buy_quote : 0.92\n",
      "next_month_sell_quote : 0.925\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 602\n",
      "this_month_buy_quote : 0.77\n",
      "this_month_sell_quote : 0.775\n",
      "next_month_buy_quote : 0.92\n",
      "next_month_sell_quote : 0.925\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 603\n",
      "this_month_buy_quote : 0.77\n",
      "this_month_sell_quote : 0.775\n",
      "next_month_buy_quote : 0.92\n",
      "next_month_sell_quote : 0.925\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 604\n",
      "this_month_buy_quote : 0.77\n",
      "this_month_sell_quote : 0.775\n",
      "next_month_buy_quote : 0.92\n",
      "next_month_sell_quote : 0.925\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:04:15.013 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:04:15.020 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:04:15.021 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:04:15.023 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.75, 'last_quantity': 2, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1897, 'sell_quantity': 1961, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -5.956112852664575, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27517, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 14), 'depth': {'buy': [{'quantity': 50, 'price': 0.7725, 'orders': 1}, {'quantity': 769, 'price': 0.77, 'orders': 5}, {'quantity': 423, 'price': 0.7675, 'orders': 4}, {'quantity': 120, 'price': 0.765, 'orders': 3}, {'quantity': 234, 'price': 0.7625, 'orders': 2}], 'sell': [{'quantity': 34, 'price': 0.775, 'orders': 1}, {'quantity': 612, 'price': 0.7775, 'orders': 4}, {'quantity': 119, 'price': 0.78, 'orders': 3}, {'quantity': 87, 'price': 0.7825, 'orders': 3}, {'quantity': 357, 'price': 0.785, 'orders': 4}]}}\n",
      "2020-11-02 14:04:15.024 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1258, 'sell_quantity': 1388, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 13), 'depth': {'buy': [{'quantity': 254, 'price': 0.92, 'orders': 4}, {'quantity': 68, 'price': 0.9175, 'orders': 5}, {'quantity': 59, 'price': 0.915, 'orders': 2}, {'quantity': 232, 'price': 0.9125, 'orders': 3}, {'quantity': 10, 'price': 0.91, 'orders': 1}], 'sell': [{'quantity': 31, 'price': 0.925, 'orders': 1}, {'quantity': 184, 'price': 0.9275, 'orders': 3}, {'quantity': 28, 'price': 0.93, 'orders': 1}, {'quantity': 67, 'price': 0.9325, 'orders': 4}, {'quantity': 2, 'price': 0.94, 'orders': 1}]}}\n",
      "2020-11-02 14:04:15.025 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 605\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.775\n",
      "next_month_buy_quote : 0.92\n",
      "next_month_sell_quote : 0.925\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:04:15.609 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:04:15.610 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:04:15.611 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:04:15.613 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.775, 'last_quantity': 5, 'average_price': 0.7474688, 'volume': 6347, 'buy_quantity': 1897, 'sell_quantity': 1961, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -2.8213166144200583, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 53, 54), 'oi': 27747, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 14), 'depth': {'buy': [{'quantity': 50, 'price': 0.7725, 'orders': 1}, {'quantity': 769, 'price': 0.77, 'orders': 5}, {'quantity': 423, 'price': 0.7675, 'orders': 4}, {'quantity': 120, 'price': 0.765, 'orders': 3}, {'quantity': 234, 'price': 0.7625, 'orders': 2}], 'sell': [{'quantity': 34, 'price': 0.775, 'orders': 1}, {'quantity': 612, 'price': 0.7775, 'orders': 4}, {'quantity': 119, 'price': 0.78, 'orders': 3}, {'quantity': 87, 'price': 0.7825, 'orders': 3}, {'quantity': 357, 'price': 0.785, 'orders': 4}]}}\n",
      "2020-11-02 14:04:15.615 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1258, 'sell_quantity': 1388, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 13), 'depth': {'buy': [{'quantity': 254, 'price': 0.92, 'orders': 4}, {'quantity': 68, 'price': 0.9175, 'orders': 5}, {'quantity': 59, 'price': 0.915, 'orders': 2}, {'quantity': 232, 'price': 0.9125, 'orders': 3}, {'quantity': 10, 'price': 0.91, 'orders': 1}], 'sell': [{'quantity': 31, 'price': 0.925, 'orders': 1}, {'quantity': 184, 'price': 0.9275, 'orders': 3}, {'quantity': 28, 'price': 0.93, 'orders': 1}, {'quantity': 67, 'price': 0.9325, 'orders': 4}, {'quantity': 2, 'price': 0.94, 'orders': 1}]}}\n",
      "2020-11-02 14:04:15.617 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 606\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.775\n",
      "next_month_buy_quote : 0.92\n",
      "next_month_sell_quote : 0.925\n",
      "Max difference Calc : 0.1525\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:04:16.457 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:04:16.458 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : 50 = 50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:04:16.459 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : -50 = -50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:04:16.460 | DEBUG    | __main__:on_ticks:86 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.775, 'last_quantity': 5, 'average_price': 0.7474905, 'volume': 6352, 'buy_quantity': 1969, 'sell_quantity': 2003, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -2.8213166144200583, 'last_trade_time': datetime.datetime(2020, 11, 2, 14, 4, 14), 'oi': 27747, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 15), 'depth': {'buy': [{'quantity': 1127, 'price': 0.7725, 'orders': 6}, {'quantity': 87, 'price': 0.77, 'orders': 3}, {'quantity': 104, 'price': 0.7675, 'orders': 3}, {'quantity': 150, 'price': 0.765, 'orders': 2}, {'quantity': 234, 'price': 0.7625, 'orders': 2}], 'sell': [{'quantity': 640, 'price': 0.78, 'orders': 5}, {'quantity': 115, 'price': 0.7825, 'orders': 3}, {'quantity': 175, 'price': 0.785, 'orders': 2}, {'quantity': 321, 'price': 0.7875, 'orders': 4}, {'quantity': 24, 'price': 0.79, 'orders': 1}]}}\n",
      "2020-11-02 14:04:16.462 | DEBUG    | __main__:on_ticks:87 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1258, 'sell_quantity': 1388, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 15), 'depth': {'buy': [{'quantity': 254, 'price': 0.9225, 'orders': 4}, {'quantity': 99, 'price': 0.92, 'orders': 6}, {'quantity': 28, 'price': 0.9175, 'orders': 1}, {'quantity': 42, 'price': 0.915, 'orders': 3}, {'quantity': 200, 'price': 0.9125, 'orders': 1}], 'sell': [{'quantity': 184, 'price': 0.93, 'orders': 3}, {'quantity': 59, 'price': 0.9325, 'orders': 2}, {'quantity': 39, 'price': 0.935, 'orders': 3}, {'quantity': 28, 'price': 0.9375, 'orders': 1}, {'quantity': 2, 'price': 0.94, 'orders': 1}]}}\n",
      "2020-11-02 14:04:16.466 | DEBUG    | __main__:on_ticks:88 - max diff order placed @ 0.015 >= 0.015\n",
      "2020-11-02 14:04:16.591 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:04:16.592 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : 50 = 50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:04:16.593 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : -50 = -50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:04:16.594 | DEBUG    | __main__:on_ticks:86 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.775, 'last_quantity': 5, 'average_price': 0.7474905, 'volume': 6352, 'buy_quantity': 1969, 'sell_quantity': 2003, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -2.8213166144200583, 'last_trade_time': datetime.datetime(2020, 11, 2, 14, 4, 14), 'oi': 27747, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 15), 'depth': {'buy': [{'quantity': 1127, 'price': 0.7725, 'orders': 6}, {'quantity': 87, 'price': 0.77, 'orders': 3}, {'quantity': 104, 'price': 0.7675, 'orders': 3}, {'quantity': 150, 'price': 0.765, 'orders': 2}, {'quantity': 234, 'price': 0.7625, 'orders': 2}], 'sell': [{'quantity': 640, 'price': 0.78, 'orders': 5}, {'quantity': 115, 'price': 0.7825, 'orders': 3}, {'quantity': 175, 'price': 0.785, 'orders': 2}, {'quantity': 321, 'price': 0.7875, 'orders': 4}, {'quantity': 24, 'price': 0.79, 'orders': 1}]}}\n",
      "2020-11-02 14:04:16.599 | DEBUG    | __main__:on_ticks:87 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1258, 'sell_quantity': 1370, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 16), 'depth': {'buy': [{'quantity': 254, 'price': 0.9225, 'orders': 4}, {'quantity': 99, 'price': 0.92, 'orders': 6}, {'quantity': 28, 'price': 0.9175, 'orders': 1}, {'quantity': 42, 'price': 0.915, 'orders': 3}, {'quantity': 200, 'price': 0.9125, 'orders': 1}], 'sell': [{'quantity': 184, 'price': 0.93, 'orders': 3}, {'quantity': 59, 'price': 0.9325, 'orders': 2}, {'quantity': 39, 'price': 0.935, 'orders': 3}, {'quantity': 28, 'price': 0.9375, 'orders': 1}, {'quantity': 2, 'price': 0.94, 'orders': 1}]}}\n",
      "2020-11-02 14:04:16.601 | DEBUG    | __main__:on_ticks:88 - max diff order placed @ 0.015 >= 0.015\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 607\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.015\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 608\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.015\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 609\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 610\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 611\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 612\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 613\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 614\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 615\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 616\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 617\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 618\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 619\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 620\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 621\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 622\n",
      "this_month_buy_quote : 0.7775\n",
      "this_month_sell_quote : 0.7825\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 623\n",
      "this_month_buy_quote : 0.7775\n",
      "this_month_sell_quote : 0.7825\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 624\n",
      "this_month_buy_quote : 0.7775\n",
      "this_month_sell_quote : 0.7825\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 625\n",
      "this_month_buy_quote : 0.7775\n",
      "this_month_sell_quote : 0.7825\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 626\n",
      "this_month_buy_quote : 0.7775\n",
      "this_month_sell_quote : 0.7825\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 627\n",
      "this_month_buy_quote : 0.7775\n",
      "this_month_sell_quote : 0.7825\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 628\n",
      "this_month_buy_quote : 0.7775\n",
      "this_month_sell_quote : 0.7825\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 629\n",
      "this_month_buy_quote : 0.7775\n",
      "this_month_sell_quote : 0.7825\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 630\n",
      "this_month_buy_quote : 0.7775\n",
      "this_month_sell_quote : 0.7825\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 631\n",
      "this_month_buy_quote : 0.7775\n",
      "this_month_sell_quote : 0.7825\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 632\n",
      "this_month_buy_quote : 0.7775\n",
      "this_month_sell_quote : 0.7825\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 633\n",
      "this_month_buy_quote : 0.7775\n",
      "this_month_sell_quote : 0.7825\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 634\n",
      "this_month_buy_quote : 0.7775\n",
      "this_month_sell_quote : 0.7825\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:04:38.831 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:04:38.832 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:04:38.835 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:04:38.840 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.775, 'last_quantity': 5, 'average_price': 0.7474905, 'volume': 6352, 'buy_quantity': 1795, 'sell_quantity': 1507, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -2.8213166144200583, 'last_trade_time': datetime.datetime(2020, 11, 2, 14, 4, 14), 'oi': 27747, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 38), 'depth': {'buy': [{'quantity': 50, 'price': 0.7775, 'orders': 1}, {'quantity': 1154, 'price': 0.775, 'orders': 6}, {'quantity': 119, 'price': 0.7725, 'orders': 3}, {'quantity': 301, 'price': 0.77, 'orders': 4}, {'quantity': 104, 'price': 0.7675, 'orders': 3}], 'sell': [{'quantity': 50, 'price': 0.78, 'orders': 1}, {'quantity': 597, 'price': 0.7825, 'orders': 5}, {'quantity': 69, 'price': 0.785, 'orders': 2}, {'quantity': 85, 'price': 0.7875, 'orders': 2}, {'quantity': 154, 'price': 0.79, 'orders': 3}]}}\n",
      "2020-11-02 14:04:38.844 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1058, 'sell_quantity': 1169, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 38), 'depth': {'buy': [{'quantity': 29, 'price': 0.9275, 'orders': 2}, {'quantity': 153, 'price': 0.925, 'orders': 2}, {'quantity': 189, 'price': 0.9225, 'orders': 6}, {'quantity': 41, 'price': 0.92, 'orders': 2}, {'quantity': 210, 'price': 0.9175, 'orders': 2}], 'sell': [{'quantity': 59, 'price': 0.9325, 'orders': 2}, {'quantity': 184, 'price': 0.935, 'orders': 3}, {'quantity': 28, 'price': 0.9375, 'orders': 1}, {'quantity': 13, 'price': 0.94, 'orders': 3}, {'quantity': 9, 'price': 0.9425, 'orders': 1}]}}\n",
      "2020-11-02 14:04:38.845 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 635\n",
      "this_month_buy_quote : 0.7775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:04:39.423 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:04:39.424 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:04:39.425 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:04:39.426 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.775, 'last_quantity': 5, 'average_price': 0.7474905, 'volume': 6352, 'buy_quantity': 1795, 'sell_quantity': 1507, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -2.8213166144200583, 'last_trade_time': datetime.datetime(2020, 11, 2, 14, 4, 14), 'oi': 27747, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 38), 'depth': {'buy': [{'quantity': 50, 'price': 0.7775, 'orders': 1}, {'quantity': 1154, 'price': 0.775, 'orders': 6}, {'quantity': 119, 'price': 0.7725, 'orders': 3}, {'quantity': 301, 'price': 0.77, 'orders': 4}, {'quantity': 104, 'price': 0.7675, 'orders': 3}], 'sell': [{'quantity': 50, 'price': 0.78, 'orders': 1}, {'quantity': 597, 'price': 0.7825, 'orders': 5}, {'quantity': 69, 'price': 0.785, 'orders': 2}, {'quantity': 85, 'price': 0.7875, 'orders': 2}, {'quantity': 154, 'price': 0.79, 'orders': 3}]}}\n",
      "2020-11-02 14:04:39.428 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1058, 'sell_quantity': 1169, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 39), 'depth': {'buy': [{'quantity': 29, 'price': 0.9275, 'orders': 2}, {'quantity': 153, 'price': 0.925, 'orders': 2}, {'quantity': 189, 'price': 0.9225, 'orders': 6}, {'quantity': 41, 'price': 0.92, 'orders': 2}, {'quantity': 200, 'price': 0.9175, 'orders': 1}], 'sell': [{'quantity': 59, 'price': 0.9325, 'orders': 2}, {'quantity': 184, 'price': 0.935, 'orders': 3}, {'quantity': 28, 'price': 0.9375, 'orders': 1}, {'quantity': 13, 'price': 0.94, 'orders': 3}, {'quantity': 9, 'price': 0.9425, 'orders': 1}]}}\n",
      "2020-11-02 14:04:39.430 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 636\n",
      "this_month_buy_quote : 0.7775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:04:40.056 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:04:40.058 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:04:40.059 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:04:40.060 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.775, 'last_quantity': 5, 'average_price': 0.7474905, 'volume': 6352, 'buy_quantity': 1795, 'sell_quantity': 1707, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -2.8213166144200583, 'last_trade_time': datetime.datetime(2020, 11, 2, 14, 4, 14), 'oi': 27747, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 39), 'depth': {'buy': [{'quantity': 50, 'price': 0.7775, 'orders': 1}, {'quantity': 1154, 'price': 0.775, 'orders': 6}, {'quantity': 119, 'price': 0.7725, 'orders': 3}, {'quantity': 301, 'price': 0.77, 'orders': 4}, {'quantity': 104, 'price': 0.7675, 'orders': 3}], 'sell': [{'quantity': 50, 'price': 0.78, 'orders': 1}, {'quantity': 597, 'price': 0.7825, 'orders': 5}, {'quantity': 69, 'price': 0.785, 'orders': 2}, {'quantity': 85, 'price': 0.7875, 'orders': 2}, {'quantity': 354, 'price': 0.79, 'orders': 4}]}}\n",
      "2020-11-02 14:04:40.061 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 1058, 'sell_quantity': 1169, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 39), 'depth': {'buy': [{'quantity': 29, 'price': 0.9275, 'orders': 2}, {'quantity': 153, 'price': 0.925, 'orders': 2}, {'quantity': 189, 'price': 0.9225, 'orders': 6}, {'quantity': 41, 'price': 0.92, 'orders': 2}, {'quantity': 200, 'price': 0.9175, 'orders': 1}], 'sell': [{'quantity': 59, 'price': 0.9325, 'orders': 2}, {'quantity': 184, 'price': 0.935, 'orders': 3}, {'quantity': 28, 'price': 0.9375, 'orders': 1}, {'quantity': 13, 'price': 0.94, 'orders': 3}, {'quantity': 9, 'price': 0.9425, 'orders': 1}]}}\n",
      "2020-11-02 14:04:40.063 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 637\n",
      "this_month_buy_quote : 0.7775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:04:41.254 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:04:41.257 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:04:41.259 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:04:41.261 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.775, 'last_quantity': 5, 'average_price': 0.7474905, 'volume': 6352, 'buy_quantity': 1596, 'sell_quantity': 1508, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -2.8213166144200583, 'last_trade_time': datetime.datetime(2020, 11, 2, 14, 4, 14), 'oi': 27747, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 40), 'depth': {'buy': [{'quantity': 50, 'price': 0.7775, 'orders': 1}, {'quantity': 1154, 'price': 0.775, 'orders': 6}, {'quantity': 119, 'price': 0.7725, 'orders': 3}, {'quantity': 101, 'price': 0.77, 'orders': 3}, {'quantity': 104, 'price': 0.7675, 'orders': 3}], 'sell': [{'quantity': 50, 'price': 0.78, 'orders': 1}, {'quantity': 597, 'price': 0.7825, 'orders': 5}, {'quantity': 69, 'price': 0.785, 'orders': 2}, {'quantity': 85, 'price': 0.7875, 'orders': 2}, {'quantity': 154, 'price': 0.79, 'orders': 3}]}}\n",
      "2020-11-02 14:04:41.262 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 859, 'sell_quantity': 1169, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 41), 'depth': {'buy': [{'quantity': 29, 'price': 0.9275, 'orders': 2}, {'quantity': 153, 'price': 0.925, 'orders': 2}, {'quantity': 189, 'price': 0.9225, 'orders': 6}, {'quantity': 41, 'price': 0.92, 'orders': 2}, {'quantity': 1, 'price': 0.915, 'orders': 1}], 'sell': [{'quantity': 59, 'price': 0.9325, 'orders': 2}, {'quantity': 184, 'price': 0.935, 'orders': 3}, {'quantity': 28, 'price': 0.9375, 'orders': 1}, {'quantity': 13, 'price': 0.94, 'orders': 3}, {'quantity': 9, 'price': 0.9425, 'orders': 1}]}}\n",
      "2020-11-02 14:04:41.264 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 638\n",
      "this_month_buy_quote : 0.7775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:04:42.842 | DEBUG    | __main__:ckqnt:62 - in ckqnt :\n",
      "2020-11-02 14:04:42.846 | DEBUG    | __main__:ckqnt:67 - this_month_quant_diff : -50 = -50-0 in USDINR20NOV74.25CE\n",
      "2020-11-02 14:04:42.847 | DEBUG    | __main__:ckqnt:68 - next_month_quant_diff : 50 = 50-0 in USDINR20NOV74CE\n",
      "2020-11-02 14:04:42.849 | DEBUG    | __main__:on_ticks:94 - this_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563843, 'last_price': 0.775, 'last_quantity': 5, 'average_price': 0.7474905, 'volume': 6352, 'buy_quantity': 1595, 'sell_quantity': 1507, 'ohlc': {'open': 0.7975, 'high': 0.8125, 'low': 0.685, 'close': 0.7975}, 'change': -2.8213166144200583, 'last_trade_time': datetime.datetime(2020, 11, 2, 14, 4, 14), 'oi': 27747, 'oi_day_high': 27928, 'oi_day_low': 26962, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 41), 'depth': {'buy': [{'quantity': 50, 'price': 0.7775, 'orders': 1}, {'quantity': 1154, 'price': 0.775, 'orders': 6}, {'quantity': 119, 'price': 0.7725, 'orders': 3}, {'quantity': 101, 'price': 0.77, 'orders': 3}, {'quantity': 104, 'price': 0.7675, 'orders': 3}], 'sell': [{'quantity': 50, 'price': 0.78, 'orders': 1}, {'quantity': 597, 'price': 0.7825, 'orders': 5}, {'quantity': 69, 'price': 0.785, 'orders': 2}, {'quantity': 85, 'price': 0.7875, 'orders': 2}, {'quantity': 154, 'price': 0.79, 'orders': 3}]}}\n",
      "2020-11-02 14:04:42.851 | DEBUG    | __main__:on_ticks:95 - next_month_tick : {'tradable': True, 'mode': 'full', 'instrument_token': 2563331, 'last_price': 0.9, 'last_quantity': 360, 'average_price': 0.8996841, 'volume': 27197, 'buy_quantity': 838, 'sell_quantity': 1169, 'ohlc': {'open': 0.95, 'high': 0.9575, 'low': 0.8175, 'close': 0.95}, 'change': -5.2631578947368345, 'last_trade_time': datetime.datetime(2020, 11, 2, 13, 56, 35), 'oi': 190893, 'oi_day_high': 191421, 'oi_day_low': 185219, 'timestamp': datetime.datetime(2020, 11, 2, 14, 4, 42), 'depth': {'buy': [{'quantity': 29, 'price': 0.9275, 'orders': 2}, {'quantity': 153, 'price': 0.925, 'orders': 2}, {'quantity': 189, 'price': 0.9225, 'orders': 6}, {'quantity': 41, 'price': 0.92, 'orders': 2}, {'quantity': 1, 'price': 0.915, 'orders': 1}], 'sell': [{'quantity': 59, 'price': 0.9325, 'orders': 2}, {'quantity': 184, 'price': 0.935, 'orders': 3}, {'quantity': 28, 'price': 0.9375, 'orders': 1}, {'quantity': 13, 'price': 0.94, 'orders': 3}, {'quantity': 9, 'price': 0.9425, 'orders': 1}]}}\n",
      "2020-11-02 14:04:42.853 | DEBUG    | __main__:on_ticks:96 - min diff order placed @ 0.0075 <= 0.0075\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counter : 639\n",
      "this_month_buy_quote : 0.7775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0075\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 640\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 641\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 642\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2020-11-02 14:04:46.295 | DEBUG    | __main__:placeneworder:55 - order_placed_rejected @ USDINR20NOV74.25CE for 50\n",
      "2020-11-02 14:04:46.337 | DEBUG    | __main__:placeneworder:42 - order_placed_rejected @ USDINR20NOV74CE for 50\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Market orders are blocked for currency options due to illiquidity. Try placing a LIMIT order.\n",
      "Counter : 643\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 644\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 645\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 646\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 647\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.9275\n",
      "next_month_sell_quote : 0.9325\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 648\n",
      "this_month_buy_quote : 0.775\n",
      "this_month_sell_quote : 0.78\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.155\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1425\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 649\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.9225\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.145\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.0125\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 650\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n",
      "Counter : 651\n",
      "this_month_buy_quote : 0.7725\n",
      "this_month_sell_quote : 0.7775\n",
      "next_month_buy_quote : 0.925\n",
      "next_month_sell_quote : 0.93\n",
      "Max difference Calc : 0.1575\n",
      "Max difference Set : 0.015\n",
      "Min difference Calc : 0.1475\n",
      "Min difference Set : 0.0075\n",
      "Diff b/w max_d_calc & min_d_calc : 0.01\n",
      "Diff max final set : 0.015\n",
      "Diff min final set : 0.0075\n",
      "==========================\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "ERROR:kiteconnect.ticker:Connection error: 1006 - connection was closed uncleanly (peer dropped the TCP connection without previous WebSocket closing handshake)\n",
      "ERROR:root:closed connection on error: 1006 connection was closed uncleanly (peer dropped the TCP connection without previous WebSocket closing handshake)\n",
      "ERROR:kiteconnect.ticker:Connection closed: 1006 - connection was closed uncleanly (peer dropped the TCP connection without previous WebSocket closing handshake)\n",
      "Unhandled Error\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/hemang/.local/lib/python3.8/site-packages/twisted/internet/defer.py\", line 311, in addCallbacks\n",
      "    self._runCallbacks()\n",
      "  File \"/home/hemang/.local/lib/python3.8/site-packages/twisted/internet/defer.py\", line 654, in _runCallbacks\n",
      "    current.result = callback(current.result, *args, **kw)\n",
      "  File \"/home/hemang/.local/lib/python3.8/site-packages/twisted/internet/base.py\", line 447, in _continueFiring\n",
      "    callable(*args, **kwargs)\n",
      "  File \"/home/hemang/.local/lib/python3.8/site-packages/twisted/internet/base.py\", line 704, in disconnectAll\n",
      "    log.callWithLogger(reader,\n",
      "--- <exception caught here> ---\n",
      "  File \"/home/hemang/.local/lib/python3.8/site-packages/twisted/python/log.py\", line 103, in callWithLogger\n",
      "    return callWithContext({\"system\": lp}, func, *args, **kw)\n",
      "  File \"/home/hemang/.local/lib/python3.8/site-packages/twisted/python/log.py\", line 86, in callWithContext\n",
      "    return context.call({ILogContext: newCtx}, func, *args, **kw)\n",
      "  File \"/home/hemang/.local/lib/python3.8/site-packages/twisted/python/context.py\", line 122, in callWithContext\n",
      "    return self.currentContext().callWithContext(ctx, func, *args, **kw)\n",
      "  File \"/home/hemang/.local/lib/python3.8/site-packages/twisted/python/context.py\", line 85, in callWithContext\n",
      "    return func(*args,**kw)\n",
      "  File \"/home/hemang/.local/lib/python3.8/site-packages/twisted/internet/tcp.py\", line 519, in connectionLost\n",
      "    self._commonConnection.connectionLost(self, reason)\n",
      "  File \"/home/hemang/.local/lib/python3.8/site-packages/twisted/internet/tcp.py\", line 327, in connectionLost\n",
      "    protocol.connectionLost(reason)\n",
      "  File \"/home/hemang/.local/lib/python3.8/site-packages/twisted/protocols/tls.py\", line 403, in connectionLost\n",
      "    ProtocolWrapper.connectionLost(self, reason)\n",
      "  File \"/home/hemang/.local/lib/python3.8/site-packages/twisted/protocols/policies.py\", line 125, in connectionLost\n",
      "    self.wrappedProtocol.connectionLost(reason)\n",
      "  File \"/home/hemang/.local/lib/python3.8/site-packages/autobahn/twisted/websocket.py\", line 287, in connectionLost\n",
      "    self._connectionLost(reason)\n",
      "  File \"/home/hemang/.local/lib/python3.8/site-packages/autobahn/websocket/protocol.py\", line 3412, in _connectionLost\n",
      "    WebSocketProtocol._connectionLost(self, reason)\n",
      "  File \"/home/hemang/.local/lib/python3.8/site-packages/autobahn/websocket/protocol.py\", line 1126, in _connectionLost\n",
      "    self._onClose(self.wasClean, WebSocketProtocol.CLOSE_STATUS_CODE_ABNORMAL_CLOSE, \"connection was closed uncleanly (%s)\" % self.wasNotCleanReason)\n",
      "  File \"/home/hemang/.local/lib/python3.8/site-packages/autobahn/twisted/websocket.py\", line 330, in _onClose\n",
      "    self.onClose(wasClean, code, reason)\n",
      "  File \"/home/hemang/.local/lib/python3.8/site-packages/kiteconnect/ticker.py\", line 81, in onClose\n",
      "    self.factory.on_close(self, code, reason)\n",
      "  File \"/home/hemang/.local/lib/python3.8/site-packages/kiteconnect/ticker.py\", line 654, in _on_close\n",
      "    self.on_close(self, code, reason)\n",
      "  File \"<ipython-input-13-556b308afd76>\", line 131, in on_close\n",
      "    ws.stop()\n",
      "  File \"/home/hemang/.local/lib/python3.8/site-packages/kiteconnect/ticker.py\", line 555, in stop\n",
      "    reactor.stop()\n",
      "  File \"/home/hemang/.local/lib/python3.8/site-packages/twisted/internet/base.py\", line 646, in stop\n",
      "    raise error.ReactorNotRunning(\n",
      "twisted.internet.error.ReactorNotRunning: Can't stop reactor that isn't running.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "#####################\n",
    "# NORMAL RUN-4 of 4 #\n",
    "#####################\n",
    "#################\n",
    "# START TRADING #\n",
    "#################\n",
    "\n",
    "import logging\n",
    "from kiteconnect import KiteTicker\n",
    "logging.basicConfig(level=logging.DEBUG)\n",
    "# kws = KiteTicker(\"w19o0chuo929jxkp\", \"eA5B5OJQNOtZ0OYihkBmYw7Ke3B9pmCC\")\n",
    "\n",
    "this_month_tick = {}\n",
    "next_month_tick = {}\n",
    "counter = 17\n",
    "this_month_buy_quote = 0.1\n",
    "this_month_sell_quote = 0.2\n",
    "next_month_buy_quote = 0.3\n",
    "next_month_sell_quote = 0.1\n",
    "\n",
    "datalist = []\n",
    "\n",
    "def on_ticks(ws, ticks):\n",
    "    #print(type(ticks[0]['last_price']))\n",
    "    global this_month_tick,next_month_tick,counter,this_month_buy_quote,this_month_sell_quote,next_month_buy_quote,next_month_sell_quote\n",
    "    counter = counter+1\n",
    "    this_month_ltp = 0.1\n",
    "    next_month_ltp = 0.3\n",
    "    print('Counter : '+str(counter))\n",
    "\n",
    "    if(len(ticks)==2):\n",
    "        for i in range(2):\n",
    "            if(ticks[i]['instrument_token']==inst_token):\n",
    "                this_month_tick = ticks[i]\n",
    "            if(ticks[i]['instrument_token']==inst_token2):\n",
    "                next_month_tick = ticks[i]\n",
    "    else:\n",
    "        if(ticks[0]['instrument_token']==inst_token):\n",
    "            this_month_tick = ticks[0]\n",
    "        if(ticks[0]['instrument_token']==inst_token2):\n",
    "            next_month_tick = ticks[0]\n",
    "\n",
    "    if(counter>15):\n",
    "        this_month_ltp = this_month_tick['last_price']\n",
    "        this_month_buy_quote = this_month_tick['depth']['buy'][0]['price']\n",
    "        this_month_sell_quote = this_month_tick['depth']['sell'][0]['price']\n",
    "        print('this_month_buy_quote : ' + str(this_month_buy_quote))\n",
    "        print('this_month_sell_quote : ' + str(this_month_sell_quote))\n",
    "\n",
    "        next_month_ltp = next_month_tick['last_price']\n",
    "        next_month_buy_quote = next_month_tick['depth']['buy'][0]['price']\n",
    "        next_month_sell_quote = next_month_tick['depth']['sell'][0]['price']\n",
    "        print('next_month_buy_quote : ' + str(next_month_buy_quote))\n",
    "        print('next_month_sell_quote : ' + str(next_month_sell_quote))       \n",
    "\n",
    "        max_diff_calc = round(next_month_sell_quote  - this_month_buy_quote,4)\n",
    "        min_diff_calc = round(next_month_buy_quote  - this_month_sell_quote,4)\n",
    "\n",
    "        diff_paisa_calc = round(max_diff_calc - min_diff_calc,4)\n",
    "        \n",
    "        datalist.append({'this_month_buy_quote':this_month_buy_quote,\n",
    "                         'this_month_sell_quote':this_month_sell_quote,\n",
    "                         'next_month_buy_quote':next_month_buy_quote,\n",
    "                         'next_month_sell_quote':next_month_sell_quote,\n",
    "                         'max_diff_calc':max_diff_calc,\n",
    "                         'min_diff_calc':min_diff_calc,\n",
    "                         'diff_paisa_calc':diff_paisa_calc\n",
    "                        })\n",
    "        \n",
    "        print('Max difference Calc : '+str(round(max_diff_calc,4)))\n",
    "        print('Max difference Set : '+str(round(max_diff_set,4)))\n",
    "        print('Min difference Calc : '+str(round(min_diff_calc,4)))\n",
    "        print('Min difference Set : '+str(round(min_diff_set,4)))\n",
    "        print('Diff b/w max_d_calc & min_d_calc : '+str(diff_paisa_calc))\n",
    "        print('Diff max final set : '+str(max_diff_paisa_set))\n",
    "        print('Diff min final set : '+str(min_diff_paisa_set))\n",
    "        \n",
    "    #         print('current diff : '+ str(round(init_diff - sq_diff,4)))\n",
    "    #         print('set diff : '+ str(round(difference_ip,4)))\n",
    "        \n",
    "        \n",
    "        if(diff_paisa_calc>=max_diff_paisa_set):\n",
    "#             x = threading.Thread(target=ckqnt, args=(int(fullquant/2),))\n",
    "#             x.start()\n",
    "            ckqnt(int(fullquant/2))\n",
    "            logger.debug('this_month_tick : '+str(this_month_tick))\n",
    "            logger.debug('next_month_tick : '+str(next_month_tick))\n",
    "            logger.debug( 'max diff order placed @ ' + str(diff_paisa_calc) + ' >= '+str(max_diff_paisa_set))\n",
    "        if(diff_paisa_calc<=min_diff_paisa_set):\n",
    "#             x = threading.Thread(target=ckqnt, args=(0,))\n",
    "#             x.start()\n",
    "#             ckqnt(0)                       # For reverse trade coment this\n",
    "            ckqnt(-int(fullquant/2))             # For reverse trade uncoment this\n",
    "            logger.debug('this_month_tick : '+str(this_month_tick))\n",
    "            logger.debug('next_month_tick : '+str(next_month_tick))\n",
    "            logger.debug( 'min diff order placed @ ' + str(diff_paisa_calc) + ' <= '+str(min_diff_paisa_set))\n",
    "            \n",
    "            \n",
    "#         if(max_diff_calc>=max_diff_set):\n",
    "#             logger.debug( 'max diff order placed @ ' + str(max_diff_calc) + ' >= '+str(max_diff_set))\n",
    "#             ckqnt(int(fullquant/2))\n",
    "#         if(min_diff_calc<=min_diff_set):\n",
    "#             logger.debug( 'min diff order placed @ ' + str(min_diff_calc) + ' <= '+str(min_diff_set))\n",
    "# #             ckqnt(0)\n",
    "#             ckqnt(-int(fullquant/2))\n",
    "\n",
    "        print('==========================')\n",
    "\n",
    "#         print( 'this_month_ltp : ' + str(ticks[0]['last_price']))\n",
    "#         print( 'next_month_ltp : ' + str(ticks[1]['last_price']))\n",
    "\n",
    "#         ltp_diffs = round(next_month_ltp - this_month_ltp,4)\n",
    "#         print( 'Difference : ' + str(ltp_diffs))\n",
    "\n",
    "#         if(ltp_diffs>=max_diff_set):\n",
    "#             ckqnt(int(fullquant/2))\n",
    "#         if(ltp_diffs<=min_diff_set):\n",
    "#             ckqnt(-int(fullquant/2))\n",
    "\n",
    "\n",
    "#     print((ticks))\n",
    "#     print('====================')\n",
    "#     print()\n",
    "\n",
    "def on_connect(ws, response):\n",
    "    global inst_token,inst_token2\n",
    "    ws.subscribe([inst_token,inst_token2])\n",
    "    ws.set_mode(ws.MODE_FULL, [inst_token,inst_token2])\n",
    "\n",
    "def on_close(ws, code, reason):\n",
    "    ws.stop()\n",
    "\n",
    "def on_error(ws, code, reason):\n",
    "    logging.error(\"closed connection on error: {} {}\".format(code, reason))\n",
    "\n",
    "def on_noreconnect(ws):\n",
    "    logging.error(\"Reconnecting the websocket failed\")\n",
    "\n",
    "def on_reconnect(ws, attempt_count):\n",
    "    logging.debug(\"Reconnecting the websocket: {}\".format(attempt_count))\n",
    "\n",
    "#def on_order_update(ws, data):\n",
    "#    print(\"order update: \", data)\n",
    "\n",
    "kws.on_error = on_error\n",
    "kws.on_noreconnect = on_noreconnect\n",
    "kws.on_reconnect = on_reconnect\n",
    "#kws.on_order_update = on_order_update\n",
    "\n",
    "kws.on_ticks = on_ticks\n",
    "kws.on_connect = on_connect\n",
    "kws.on_close = on_close\n",
    "\n",
    "kws.connect()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "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>this_month_buy_quote</th>\n",
       "      <th>this_month_sell_quote</th>\n",
       "      <th>next_month_buy_quote</th>\n",
       "      <th>next_month_sell_quote</th>\n",
       "      <th>max_diff_calc</th>\n",
       "      <th>min_diff_calc</th>\n",
       "      <th>diff_paisa_calc</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.7475</td>\n",
       "      <td>0.7525</td>\n",
       "      <td>0.8950</td>\n",
       "      <td>0.9000</td>\n",
       "      <td>0.1525</td>\n",
       "      <td>0.1425</td>\n",
       "      <td>0.0100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.7475</td>\n",
       "      <td>0.7525</td>\n",
       "      <td>0.8950</td>\n",
       "      <td>0.9000</td>\n",
       "      <td>0.1525</td>\n",
       "      <td>0.1425</td>\n",
       "      <td>0.0100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.7475</td>\n",
       "      <td>0.7525</td>\n",
       "      <td>0.8950</td>\n",
       "      <td>0.9025</td>\n",
       "      <td>0.1550</td>\n",
       "      <td>0.1425</td>\n",
       "      <td>0.0125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.7475</td>\n",
       "      <td>0.7525</td>\n",
       "      <td>0.8950</td>\n",
       "      <td>0.9025</td>\n",
       "      <td>0.1550</td>\n",
       "      <td>0.1425</td>\n",
       "      <td>0.0125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.7475</td>\n",
       "      <td>0.7525</td>\n",
       "      <td>0.8950</td>\n",
       "      <td>0.9025</td>\n",
       "      <td>0.1550</td>\n",
       "      <td>0.1425</td>\n",
       "      <td>0.0125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>629</th>\n",
       "      <td>0.7750</td>\n",
       "      <td>0.7800</td>\n",
       "      <td>0.9275</td>\n",
       "      <td>0.9325</td>\n",
       "      <td>0.1575</td>\n",
       "      <td>0.1475</td>\n",
       "      <td>0.0100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>630</th>\n",
       "      <td>0.7750</td>\n",
       "      <td>0.7800</td>\n",
       "      <td>0.9225</td>\n",
       "      <td>0.9300</td>\n",
       "      <td>0.1550</td>\n",
       "      <td>0.1425</td>\n",
       "      <td>0.0125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>631</th>\n",
       "      <td>0.7725</td>\n",
       "      <td>0.7775</td>\n",
       "      <td>0.9225</td>\n",
       "      <td>0.9300</td>\n",
       "      <td>0.1575</td>\n",
       "      <td>0.1450</td>\n",
       "      <td>0.0125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>632</th>\n",
       "      <td>0.7725</td>\n",
       "      <td>0.7775</td>\n",
       "      <td>0.9250</td>\n",
       "      <td>0.9300</td>\n",
       "      <td>0.1575</td>\n",
       "      <td>0.1475</td>\n",
       "      <td>0.0100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>633</th>\n",
       "      <td>0.7725</td>\n",
       "      <td>0.7775</td>\n",
       "      <td>0.9250</td>\n",
       "      <td>0.9300</td>\n",
       "      <td>0.1575</td>\n",
       "      <td>0.1475</td>\n",
       "      <td>0.0100</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>634 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     this_month_buy_quote  this_month_sell_quote  next_month_buy_quote  \\\n",
       "0                  0.7475                 0.7525                0.8950   \n",
       "1                  0.7475                 0.7525                0.8950   \n",
       "2                  0.7475                 0.7525                0.8950   \n",
       "3                  0.7475                 0.7525                0.8950   \n",
       "4                  0.7475                 0.7525                0.8950   \n",
       "..                    ...                    ...                   ...   \n",
       "629                0.7750                 0.7800                0.9275   \n",
       "630                0.7750                 0.7800                0.9225   \n",
       "631                0.7725                 0.7775                0.9225   \n",
       "632                0.7725                 0.7775                0.9250   \n",
       "633                0.7725                 0.7775                0.9250   \n",
       "\n",
       "     next_month_sell_quote  max_diff_calc  min_diff_calc  diff_paisa_calc  \n",
       "0                   0.9000         0.1525         0.1425           0.0100  \n",
       "1                   0.9000         0.1525         0.1425           0.0100  \n",
       "2                   0.9025         0.1550         0.1425           0.0125  \n",
       "3                   0.9025         0.1550         0.1425           0.0125  \n",
       "4                   0.9025         0.1550         0.1425           0.0125  \n",
       "..                     ...            ...            ...              ...  \n",
       "629                 0.9325         0.1575         0.1475           0.0100  \n",
       "630                 0.9300         0.1550         0.1425           0.0125  \n",
       "631                 0.9300         0.1575         0.1450           0.0125  \n",
       "632                 0.9300         0.1575         0.1475           0.0100  \n",
       "633                 0.9300         0.1575         0.1475           0.0100  \n",
       "\n",
       "[634 rows x 7 columns]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tickdf=pd.DataFrame(datalist)\n",
    "tickdf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "tickdf.to_csv('./my_tick_data6.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "  <div class=\"bk-root\" id=\"9630cbd0-22a1-45b3-8346-f6f509426893\" data-root-id=\"1002\"></div>\n"
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     "output_type": "display_data"
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       "<div style=\"display: table;\"><div style=\"display: table-row;\"><div style=\"display: table-cell;\"><b title=\"bokeh.plotting.figure.Figure\">Figure</b>(</div><div style=\"display: table-cell;\">id&nbsp;=&nbsp;'1002', <span id=\"1098\" style=\"cursor: pointer;\">&hellip;)</span></div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">above&nbsp;=&nbsp;[],</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">align&nbsp;=&nbsp;'start',</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">aspect_ratio&nbsp;=&nbsp;None,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">aspect_scale&nbsp;=&nbsp;1,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">background&nbsp;=&nbsp;None,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">background_fill_alpha&nbsp;=&nbsp;1.0,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">background_fill_color&nbsp;=&nbsp;'#ffffff',</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">below&nbsp;=&nbsp;[LinearAxis(id='1013', ...)],</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">border_fill_alpha&nbsp;=&nbsp;1.0,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">border_fill_color&nbsp;=&nbsp;'#ffffff',</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">center&nbsp;=&nbsp;[Grid(id='1016', ...), Grid(id='1020', ...), Legend(id='1049', ...)],</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">css_classes&nbsp;=&nbsp;[],</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">disabled&nbsp;=&nbsp;False,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">extra_x_ranges&nbsp;=&nbsp;{},</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">extra_y_ranges&nbsp;=&nbsp;{},</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">frame_height&nbsp;=&nbsp;None,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">frame_width&nbsp;=&nbsp;None,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">height&nbsp;=&nbsp;None,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">height_policy&nbsp;=&nbsp;'auto',</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">hidpi&nbsp;=&nbsp;True,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">js_event_callbacks&nbsp;=&nbsp;{},</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">js_property_callbacks&nbsp;=&nbsp;{},</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">left&nbsp;=&nbsp;[LinearAxis(id='1017', ...)],</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">lod_factor&nbsp;=&nbsp;10,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">lod_interval&nbsp;=&nbsp;300,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">lod_threshold&nbsp;=&nbsp;2000,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">lod_timeout&nbsp;=&nbsp;500,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">margin&nbsp;=&nbsp;(0, 0, 0, 0),</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">match_aspect&nbsp;=&nbsp;False,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">max_height&nbsp;=&nbsp;None,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">max_width&nbsp;=&nbsp;None,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_border&nbsp;=&nbsp;5,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_border_bottom&nbsp;=&nbsp;None,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_border_left&nbsp;=&nbsp;None,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_border_right&nbsp;=&nbsp;None,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_border_top&nbsp;=&nbsp;None,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_height&nbsp;=&nbsp;None,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_width&nbsp;=&nbsp;None,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">name&nbsp;=&nbsp;None,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_alpha&nbsp;=&nbsp;1.0,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_cap&nbsp;=&nbsp;'butt',</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_color&nbsp;=&nbsp;'#e5e5e5',</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_dash&nbsp;=&nbsp;[],</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_dash_offset&nbsp;=&nbsp;0,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_join&nbsp;=&nbsp;'bevel',</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_width&nbsp;=&nbsp;1,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">output_backend&nbsp;=&nbsp;'webgl',</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">plot_height&nbsp;=&nbsp;400,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">plot_width&nbsp;=&nbsp;600,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">renderers&nbsp;=&nbsp;[GlyphRenderer(id='1039', ...)],</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">reset_policy&nbsp;=&nbsp;'standard',</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">right&nbsp;=&nbsp;[],</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">sizing_mode&nbsp;=&nbsp;'fixed',</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">subscribed_events&nbsp;=&nbsp;[],</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">tags&nbsp;=&nbsp;[],</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">title&nbsp;=&nbsp;Title(id='1003', ...),</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">title_location&nbsp;=&nbsp;'above',</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">toolbar&nbsp;=&nbsp;Toolbar(id='1028', ...),</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">toolbar_location&nbsp;=&nbsp;'right',</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">toolbar_sticky&nbsp;=&nbsp;True,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">visible&nbsp;=&nbsp;True,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">width&nbsp;=&nbsp;None,</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">width_policy&nbsp;=&nbsp;'auto',</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">x_range&nbsp;=&nbsp;DataRange1d(id='1005', ...),</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">x_scale&nbsp;=&nbsp;LinearScale(id='1009', ...),</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">y_range&nbsp;=&nbsp;DataRange1d(id='1007', ...),</div></div><div class=\"1097\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">y_scale&nbsp;=&nbsp;LinearScale(id='1011', ...))</div></div></div>\n",
       "<script>\n",
       "(function() {\n",
       "  var expanded = false;\n",
       "  var ellipsis = document.getElementById(\"1098\");\n",
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       "    ellipsis.innerHTML = expanded ? \"&hellip;)\" : \"&lsaquo;&lsaquo;&lsaquo;\";\n",
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       "</script>\n"
      ],
      "text/plain": [
       "Figure(id='1002', ...)"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tickdf['diff_paisa_calc'].plot.hist(bins=200, alpha=0.8)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "  <div class=\"bk-root\" id=\"baf3107b-94e6-41a7-bc48-39f514d0a331\" data-root-id=\"1100\"></div>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    \n",
       "  var docs_json = {\"8b6ce08e-7a32-417b-bdf6-4cf6fd1dc2bb\":{\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1111\"}],\"center\":[{\"id\":\"1114\"},{\"id\":\"1118\"},{\"id\":\"1147\"}],\"left\":[{\"id\":\"1115\"}],\"output_backend\":\"webgl\",\"plot_height\":400,\"renderers\":[{\"id\":\"1137\"},{\"id\":\"1155\"}],\"sizing_mode\":\"fixed\",\"title\":{\"id\":\"1101\"},\"toolbar\":{\"id\":\"1126\"},\"x_range\":{\"id\":\"1103\"},\"x_scale\":{\"id\":\"1107\"},\"y_range\":{\"id\":\"1105\"},\"y_scale\":{\"id\":\"1109\"}},\"id\":\"1100\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"1145\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1109\",\"type\":\"LinearScale\"},{\"attributes\":{\"formatter\":{\"id\":\"1142\"},\"ticker\":{\"id\":\"1116\"}},\"id\":\"1115\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1165\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1124\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"1166\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1116\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1107\",\"type\":\"LinearScale\"},{\"attributes\":{\"callback\":null,\"mode\":\"vline\",\"renderers\":[{\"id\":\"1155\"}],\"tooltips\":\"<h3> 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tributes\":{\"label\":{\"value\":\"max_diff_calc\"},\"renderers\":[{\"id\":\"1137\"}]},\"id\":\"1148\",\"type\":\"LegendItem\"},{\"attributes\":{\"text\":\"\"},\"id\":\"1101\",\"type\":\"Title\"}],\"root_ids\":[\"1100\"]},\"title\":\"Bokeh Application\",\"version\":\"2.2.3\"}};\n",
       "  var render_items = [{\"docid\":\"8b6ce08e-7a32-417b-bdf6-4cf6fd1dc2bb\",\"root_ids\":[\"1100\"],\"roots\":{\"1100\":\"baf3107b-94e6-41a7-bc48-39f514d0a331\"}}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else {\n",
       "        attempts++;\n",
       "        if (attempts > 100) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "1100"
      }
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div style=\"display: table;\"><div style=\"display: table-row;\"><div style=\"display: table-cell;\"><b title=\"bokeh.plotting.figure.Figure\">Figure</b>(</div><div style=\"display: table-cell;\">id&nbsp;=&nbsp;'1100', <span id=\"1234\" style=\"cursor: pointer;\">&hellip;)</span></div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">above&nbsp;=&nbsp;[],</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">align&nbsp;=&nbsp;'start',</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">aspect_ratio&nbsp;=&nbsp;None,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">aspect_scale&nbsp;=&nbsp;1,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">background&nbsp;=&nbsp;None,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">background_fill_alpha&nbsp;=&nbsp;1.0,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">background_fill_color&nbsp;=&nbsp;'#ffffff',</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">below&nbsp;=&nbsp;[LinearAxis(id='1111', ...)],</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">border_fill_alpha&nbsp;=&nbsp;1.0,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">border_fill_color&nbsp;=&nbsp;'#ffffff',</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">center&nbsp;=&nbsp;[Grid(id='1114', ...), Grid(id='1118', ...), Legend(id='1147', ...)],</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">css_classes&nbsp;=&nbsp;[],</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">disabled&nbsp;=&nbsp;False,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">extra_x_ranges&nbsp;=&nbsp;{},</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">extra_y_ranges&nbsp;=&nbsp;{},</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">frame_height&nbsp;=&nbsp;None,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">frame_width&nbsp;=&nbsp;None,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">height&nbsp;=&nbsp;None,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">height_policy&nbsp;=&nbsp;'auto',</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">hidpi&nbsp;=&nbsp;True,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">js_event_callbacks&nbsp;=&nbsp;{},</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">js_property_callbacks&nbsp;=&nbsp;{},</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">left&nbsp;=&nbsp;[LinearAxis(id='1115', ...)],</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">lod_factor&nbsp;=&nbsp;10,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">lod_interval&nbsp;=&nbsp;300,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">lod_threshold&nbsp;=&nbsp;2000,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">lod_timeout&nbsp;=&nbsp;500,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">margin&nbsp;=&nbsp;(0, 0, 0, 0),</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">match_aspect&nbsp;=&nbsp;False,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">max_height&nbsp;=&nbsp;None,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">max_width&nbsp;=&nbsp;None,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_border&nbsp;=&nbsp;5,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_border_bottom&nbsp;=&nbsp;None,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_border_left&nbsp;=&nbsp;None,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_border_right&nbsp;=&nbsp;None,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_border_top&nbsp;=&nbsp;None,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_height&nbsp;=&nbsp;None,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_width&nbsp;=&nbsp;None,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">name&nbsp;=&nbsp;None,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_alpha&nbsp;=&nbsp;1.0,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_cap&nbsp;=&nbsp;'butt',</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_color&nbsp;=&nbsp;'#e5e5e5',</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_dash&nbsp;=&nbsp;[],</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_dash_offset&nbsp;=&nbsp;0,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_join&nbsp;=&nbsp;'bevel',</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_width&nbsp;=&nbsp;1,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">output_backend&nbsp;=&nbsp;'webgl',</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">plot_height&nbsp;=&nbsp;400,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">plot_width&nbsp;=&nbsp;600,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">renderers&nbsp;=&nbsp;[GlyphRenderer(id='1137', ...), GlyphRenderer(id='1155', ...)],</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">reset_policy&nbsp;=&nbsp;'standard',</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">right&nbsp;=&nbsp;[],</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">sizing_mode&nbsp;=&nbsp;'fixed',</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">subscribed_events&nbsp;=&nbsp;[],</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">tags&nbsp;=&nbsp;[],</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">title&nbsp;=&nbsp;Title(id='1101', ...),</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">title_location&nbsp;=&nbsp;'above',</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">toolbar&nbsp;=&nbsp;Toolbar(id='1126', ...),</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">toolbar_location&nbsp;=&nbsp;'right',</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">toolbar_sticky&nbsp;=&nbsp;True,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">visible&nbsp;=&nbsp;True,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">width&nbsp;=&nbsp;None,</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">width_policy&nbsp;=&nbsp;'auto',</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">x_range&nbsp;=&nbsp;DataRange1d(id='1103', ...),</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">x_scale&nbsp;=&nbsp;LinearScale(id='1107', ...),</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">y_range&nbsp;=&nbsp;DataRange1d(id='1105', ...),</div></div><div class=\"1233\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">y_scale&nbsp;=&nbsp;LinearScale(id='1109', ...))</div></div></div>\n",
       "<script>\n",
       "(function() {\n",
       "  var expanded = false;\n",
       "  var ellipsis = document.getElementById(\"1234\");\n",
       "  ellipsis.addEventListener(\"click\", function() {\n",
       "    var rows = document.getElementsByClassName(\"1233\");\n",
       "    for (var i = 0; i < rows.length; i++) {\n",
       "      var el = rows[i];\n",
       "      el.style.display = expanded ? \"none\" : \"table-row\";\n",
       "    }\n",
       "    ellipsis.innerHTML = expanded ? \"&hellip;)\" : \"&lsaquo;&lsaquo;&lsaquo;\";\n",
       "    expanded = !expanded;\n",
       "  });\n",
       "})();\n",
       "</script>\n"
      ],
      "text/plain": [
       "Figure(id='1100', ...)"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tickdf[['max_diff_calc','min_diff_calc']].plot.hist(bins=200, alpha=0.8)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "  <div class=\"bk-root\" id=\"dc10fe7b-8bcd-41ee-b36e-37c281d47bf4\" data-root-id=\"1236\"></div>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    \n",
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min_diff_calc\"},\"renderers\":[{\"id\":\"1291\"}]},\"id\":\"1303\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"1269\"}},\"id\":\"1274\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#ff7f0e\",\"line_width\":2,\"x\":{\"field\":\"__x__values\"},\"y\":{\"field\":\"min_diff_calc\"}},\"id\":\"1290\",\"type\":\"Line\"},{\"attributes\":{\"click_policy\":\"hide\",\"items\":[{\"id\":\"1284\"},{\"id\":\"1303\"}]},\"id\":\"1283\",\"type\":\"Legend\"}],\"root_ids\":[\"1236\"]},\"title\":\"Bokeh Application\",\"version\":\"2.2.3\"}};\n",
       "  var render_items = [{\"docid\":\"51ea2fd2-17e1-4be6-b29e-8d4ea0dc5470\",\"root_ids\":[\"1236\"],\"roots\":{\"1236\":\"dc10fe7b-8bcd-41ee-b36e-37c281d47bf4\"}}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else {\n",
       "        attempts++;\n",
       "        if (attempts > 100) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "1236"
      }
     },
     "output_type": "display_data"
    },
    {
     "data": {
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       "<div style=\"display: table;\"><div style=\"display: table-row;\"><div style=\"display: table-cell;\"><b title=\"bokeh.plotting.figure.Figure\">Figure</b>(</div><div style=\"display: table-cell;\">id&nbsp;=&nbsp;'1236', <span id=\"1379\" style=\"cursor: pointer;\">&hellip;)</span></div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">above&nbsp;=&nbsp;[],</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">align&nbsp;=&nbsp;'start',</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">aspect_ratio&nbsp;=&nbsp;None,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">aspect_scale&nbsp;=&nbsp;1,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">background&nbsp;=&nbsp;None,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">background_fill_alpha&nbsp;=&nbsp;1.0,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">background_fill_color&nbsp;=&nbsp;'#ffffff',</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">below&nbsp;=&nbsp;[LinearAxis(id='1247', ...)],</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">border_fill_alpha&nbsp;=&nbsp;1.0,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">border_fill_color&nbsp;=&nbsp;'#ffffff',</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">center&nbsp;=&nbsp;[Grid(id='1250', ...), Grid(id='1254', ...), Legend(id='1283', ...)],</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">css_classes&nbsp;=&nbsp;[],</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">disabled&nbsp;=&nbsp;False,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">extra_x_ranges&nbsp;=&nbsp;{},</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">extra_y_ranges&nbsp;=&nbsp;{},</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">frame_height&nbsp;=&nbsp;None,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">frame_width&nbsp;=&nbsp;None,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">height&nbsp;=&nbsp;None,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">height_policy&nbsp;=&nbsp;'auto',</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">hidpi&nbsp;=&nbsp;True,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">js_event_callbacks&nbsp;=&nbsp;{},</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">js_property_callbacks&nbsp;=&nbsp;{},</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">left&nbsp;=&nbsp;[LinearAxis(id='1251', ...)],</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">lod_factor&nbsp;=&nbsp;10,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">lod_interval&nbsp;=&nbsp;300,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">lod_threshold&nbsp;=&nbsp;2000,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">lod_timeout&nbsp;=&nbsp;500,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">margin&nbsp;=&nbsp;(0, 0, 0, 0),</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">match_aspect&nbsp;=&nbsp;False,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">max_height&nbsp;=&nbsp;None,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">max_width&nbsp;=&nbsp;None,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_border&nbsp;=&nbsp;5,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_border_bottom&nbsp;=&nbsp;None,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_border_left&nbsp;=&nbsp;None,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_border_right&nbsp;=&nbsp;None,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_border_top&nbsp;=&nbsp;None,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_height&nbsp;=&nbsp;None,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_width&nbsp;=&nbsp;None,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">name&nbsp;=&nbsp;None,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_alpha&nbsp;=&nbsp;1.0,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_cap&nbsp;=&nbsp;'butt',</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_color&nbsp;=&nbsp;'#e5e5e5',</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_dash&nbsp;=&nbsp;[],</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_dash_offset&nbsp;=&nbsp;0,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_join&nbsp;=&nbsp;'bevel',</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_width&nbsp;=&nbsp;1,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">output_backend&nbsp;=&nbsp;'webgl',</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">plot_height&nbsp;=&nbsp;400,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">plot_width&nbsp;=&nbsp;600,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">renderers&nbsp;=&nbsp;[GlyphRenderer(id='1273', ...), GlyphRenderer(id='1291', ...)],</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">reset_policy&nbsp;=&nbsp;'standard',</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">right&nbsp;=&nbsp;[],</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">sizing_mode&nbsp;=&nbsp;'fixed',</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">subscribed_events&nbsp;=&nbsp;[],</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">tags&nbsp;=&nbsp;[],</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">title&nbsp;=&nbsp;Title(id='1237', ...),</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">title_location&nbsp;=&nbsp;'above',</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">toolbar&nbsp;=&nbsp;Toolbar(id='1262', ...),</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">toolbar_location&nbsp;=&nbsp;'right',</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">toolbar_sticky&nbsp;=&nbsp;True,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">visible&nbsp;=&nbsp;True,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">width&nbsp;=&nbsp;None,</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">width_policy&nbsp;=&nbsp;'auto',</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">x_range&nbsp;=&nbsp;DataRange1d(id='1239', ...),</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">x_scale&nbsp;=&nbsp;LinearScale(id='1243', ...),</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">y_range&nbsp;=&nbsp;DataRange1d(id='1241', ...),</div></div><div class=\"1378\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">y_scale&nbsp;=&nbsp;LinearScale(id='1245', ...))</div></div></div>\n",
       "<script>\n",
       "(function() {\n",
       "  var expanded = false;\n",
       "  var ellipsis = document.getElementById(\"1379\");\n",
       "  ellipsis.addEventListener(\"click\", function() {\n",
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       "    for (var i = 0; i < rows.length; i++) {\n",
       "      var el = rows[i];\n",
       "      el.style.display = expanded ? \"none\" : \"table-row\";\n",
       "    }\n",
       "    ellipsis.innerHTML = expanded ? \"&hellip;)\" : \"&lsaquo;&lsaquo;&lsaquo;\";\n",
       "    expanded = !expanded;\n",
       "  });\n",
       "})();\n",
       "</script>\n"
      ],
      "text/plain": [
       "Figure(id='1236', ...)"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tickdf[['max_diff_calc','min_diff_calc',]].plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "  <div class=\"bk-root\" id=\"bcaaff4c-140f-4a8d-8b79-8710859e70f4\" data-root-id=\"1381\"></div>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
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     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    \n",
       "  var docs_json = 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Application\",\"version\":\"2.2.3\"}};\n",
       "  var render_items = [{\"docid\":\"391ecbd7-347d-462a-bef5-c688a6c4393d\",\"root_ids\":[\"1381\"],\"roots\":{\"1381\":\"bcaaff4c-140f-4a8d-8b79-8710859e70f4\"}}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else {\n",
       "        attempts++;\n",
       "        if (attempts > 100) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "1381"
      }
     },
     "output_type": "display_data"
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       "<div style=\"display: table;\"><div style=\"display: table-row;\"><div style=\"display: table-cell;\"><b title=\"bokeh.plotting.figure.Figure\">Figure</b>(</div><div style=\"display: table-cell;\">id&nbsp;=&nbsp;'1381', <span id=\"1502\" style=\"cursor: pointer;\">&hellip;)</span></div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">above&nbsp;=&nbsp;[],</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">align&nbsp;=&nbsp;'start',</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">aspect_ratio&nbsp;=&nbsp;None,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">aspect_scale&nbsp;=&nbsp;1,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">background&nbsp;=&nbsp;None,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">background_fill_alpha&nbsp;=&nbsp;1.0,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">background_fill_color&nbsp;=&nbsp;'#ffffff',</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">below&nbsp;=&nbsp;[LinearAxis(id='1392', ...)],</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">border_fill_alpha&nbsp;=&nbsp;1.0,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">border_fill_color&nbsp;=&nbsp;'#ffffff',</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">center&nbsp;=&nbsp;[Grid(id='1395', ...), Grid(id='1399', ...), Legend(id='1428', ...)],</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">css_classes&nbsp;=&nbsp;[],</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">disabled&nbsp;=&nbsp;False,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">extra_x_ranges&nbsp;=&nbsp;{},</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">extra_y_ranges&nbsp;=&nbsp;{},</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">frame_height&nbsp;=&nbsp;None,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">frame_width&nbsp;=&nbsp;None,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">height&nbsp;=&nbsp;None,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">height_policy&nbsp;=&nbsp;'auto',</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">hidpi&nbsp;=&nbsp;True,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">js_event_callbacks&nbsp;=&nbsp;{},</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">js_property_callbacks&nbsp;=&nbsp;{},</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">left&nbsp;=&nbsp;[LinearAxis(id='1396', ...)],</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">lod_factor&nbsp;=&nbsp;10,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">lod_interval&nbsp;=&nbsp;300,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">lod_threshold&nbsp;=&nbsp;2000,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">lod_timeout&nbsp;=&nbsp;500,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">margin&nbsp;=&nbsp;(0, 0, 0, 0),</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">match_aspect&nbsp;=&nbsp;False,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">max_height&nbsp;=&nbsp;None,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">max_width&nbsp;=&nbsp;None,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_border&nbsp;=&nbsp;5,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_border_bottom&nbsp;=&nbsp;None,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_border_left&nbsp;=&nbsp;None,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_border_right&nbsp;=&nbsp;None,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_border_top&nbsp;=&nbsp;None,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_height&nbsp;=&nbsp;None,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">min_width&nbsp;=&nbsp;None,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">name&nbsp;=&nbsp;None,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_alpha&nbsp;=&nbsp;1.0,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_cap&nbsp;=&nbsp;'butt',</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_color&nbsp;=&nbsp;'#e5e5e5',</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_dash&nbsp;=&nbsp;[],</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_dash_offset&nbsp;=&nbsp;0,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_join&nbsp;=&nbsp;'bevel',</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">outline_line_width&nbsp;=&nbsp;1,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">output_backend&nbsp;=&nbsp;'webgl',</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">plot_height&nbsp;=&nbsp;400,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">plot_width&nbsp;=&nbsp;600,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">renderers&nbsp;=&nbsp;[GlyphRenderer(id='1418', ...)],</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">reset_policy&nbsp;=&nbsp;'standard',</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">right&nbsp;=&nbsp;[],</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">sizing_mode&nbsp;=&nbsp;'fixed',</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">subscribed_events&nbsp;=&nbsp;[],</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">tags&nbsp;=&nbsp;[],</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">title&nbsp;=&nbsp;Title(id='1382', ...),</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">title_location&nbsp;=&nbsp;'above',</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">toolbar&nbsp;=&nbsp;Toolbar(id='1407', ...),</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">toolbar_location&nbsp;=&nbsp;'right',</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">toolbar_sticky&nbsp;=&nbsp;True,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">visible&nbsp;=&nbsp;True,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">width&nbsp;=&nbsp;None,</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">width_policy&nbsp;=&nbsp;'auto',</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">x_range&nbsp;=&nbsp;DataRange1d(id='1384', ...),</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">x_scale&nbsp;=&nbsp;LinearScale(id='1388', ...),</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">y_range&nbsp;=&nbsp;DataRange1d(id='1386', ...),</div></div><div class=\"1501\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">y_scale&nbsp;=&nbsp;LinearScale(id='1390', ...))</div></div></div>\n",
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      ],
      "text/plain": [
       "Figure(id='1381', ...)"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tickdf[['diff_paisa_calc']].plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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