import os,sys
sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
import dash
import pandas as pd
import dash_bootstrap_components as dbc
from dash.dependencies import Input, Output
from dash import dcc, html, dash_table
from uuid import UUID, uuid4
from alpaca.trading.enums import OrderSide, OrderStatus, TradeEvent, OrderType
from common.model import TradeUpdate, Order
from rich import print
import threading
import asyncio
from config import BT_DELAYS
from utils.utils import AttributeDict, ltp, zoneNY, trunc, count_decimals
from utils.tlog import tlog
from datetime import datetime
import pandas as pd
import matplotlib.pyplot as plt
import seaborn; seaborn.set()
import mplfinance as mpf
import plotly.graph_objects as go
from plotly.subplots import make_subplots
import numpy as np
from bisect import bisect_left
from backtesting.backtester import Backtester
from uuid import UUID
import datetime
from html.parser import HTMLParser
import requests


###html saver
def patch_file(file_path: str, content: bytes, extra: dict = None) -> bytes:
    if file_path == 'index.html':
        index_html_content = content.decode('utf8')
        extra_jsons = f'''
        var patched_jsons_content={{
        {','.join(["'/" + k + "':" + v.decode("utf8") + "" for k, v in extra.items()])}
        }};
        '''
        patched_content = index_html_content.replace(
            '<footer>',
            f'''
            <footer>
            <script>
            ''' + extra_jsons + '''
            const origFetch = window.fetch;
            window.fetch = function () {
                const e = arguments[0]
                if (patched_jsons_content.hasOwnProperty(e)) {
                    return Promise.resolve({
                        json: () => Promise.resolve(patched_jsons_content[e]),
                        headers: new Headers({'content-type': 'application/json'}),
                        status: 200,
                    });
                } else {
                    return origFetch.apply(this, arguments)
                }
            }
            </script>
            '''
        ).replace(
            'href="/',
            'href="'
        ).replace(
            'src="/',
            'src="'
        )
        return patched_content.encode('utf8')
    else:
        return content


def write_file(file_path: str, content: bytes, target_dir='target', ):
    target_file_path = os.path.join(target_dir, file_path.lstrip('/').split('?')[0])
    target_leaf_dir = os.path.dirname(target_file_path)
    os.makedirs(target_leaf_dir, exist_ok=True)
    with open(target_file_path, 'wb') as f:
        f.write(content)
    pass


class ExternalResourceParser(HTMLParser):
    def __init__(self):
        super().__init__()
        self.resources = []

    def handle_starttag(self, tag, attrs):
        if tag == 'link':
            for k, v in attrs:
                if k == 'href':
                    self.resources.append(v)
        if tag == 'script':
            for k, v in attrs:
                if k == 'src':
                    self.resources.append(v)


def make_static(base_url, target_dir='target'):
    index_html_bytes = requests.get(base_url).content
    json_paths = ['_dash-layout', '_dash-dependencies', ]
    extra_json = {}
    for json_path in json_paths:
        json_content = requests.get(base_url + json_path).content
        extra_json[json_path] = json_content

    patched_bytes = patch_file('index.html', index_html_bytes, extra=extra_json)
    write_file('index.html', patched_bytes, target_dir)
    parser = ExternalResourceParser()
    parser.feed(patched_bytes.decode('utf8'))
    extra_js = [
        '_dash-component-suites/dash/dcc/async-graph.js',
        '_dash-component-suites/dash/dcc/async-plotlyjs.js',
        '_dash-component-suites/dash/dash_table/async-table.js',
        '_dash-component-suites/dash/dash_table/async-highlight.js'
    ]
    for resource_url in parser.resources + extra_js:
        resource_url_full = base_url + resource_url
        print(f'get {resource_url_full}')
        resource_bytes = requests.get(resource_url_full).content
        patched_bytes = patch_file(resource_url, resource_bytes)
        write_file(resource_url, patched_bytes, target_dir)

#html saver


class Neco:
    bars = {
    'high': [
        42.59,
        42.6,
        42.58,
        42.58,
        42.585,
        42.58,
        42.59,
        42.62,
        42.61,
        42.6,
        42.6,
        42.59,
        42.585,
        42.58,
        42.58,
        42.58,
        42.58,
        42.56,
        42.55,
        42.54,
        42.52,
        42.535,
        42.54,
        42.525,
        42.535,
        42.5188,
        42.52,
        42.485,
        42.465,
        42.4626,
        42.46,
        42.455,
        42.465,
        42.4655,
        42.469,
        42.46,
        42.48,
        42.52,
        42.52,
        42.521,
        42.5287,
        42.5,
        42.51,
        42.505,
        42.485,
        42.475,
        42.49,
        42.4834,
        42.465,
        42.45,
        42.4688,
        42.455,
        42.455,
        42.4472,
        42.43,
        42.42,
        42.39,
        42.38,
        42.4,
        42.395,
        42.4085,
        42.4,
        42.395,
        42.395,
        42.4,
        42.38,
        42.42,
        42.41,
        42.4001,
        42.41,
        42.4186,
        42.42,
        42.44,
        42.4394,
        42.43,
        42.42,
        42.43,
        42.4,
        42.395,
        42.4,
        42.4,
        42.405,
        42.41,
        42.4469,
        42.47,
        42.5,
        42.5059,
        42.57,
        42.59,
        42.585,
        42.56,
        42.57,
        42.565,
        42.58,
        42.6099,
        42.63,
        42.676,
        42.68,
        42.72,
        42.85,
        42.845,
        42.79,
        42.78,
        42.78,
        42.77,
        42.77,
        42.72,
        42.715,
        42.73,
        42.7699,
        42.76,
        42.76,
        42.75,
        42.74,
        42.75,
        42.735,
        42.73,
        42.74,
        42.76,
        42.8,
        42.815,
        42.83,
        42.8498,
        42.87,
        42.88,
        42.855,
        42.84,
        42.87,
        42.8799,
        42.8999,
        42.93,
        42.93,
        42.94,
        42.96,
        42.99,
        43.03,
        43.05,
        43.03,
        43.04,
        43.05,
        43.045,
        43.07,
        43.105,
        43.113,
        43.0867,
        43.1,
        43.035,
        43.01,
        43.025,
        43.01,
        43.015,
        43.025,
        43.025,
        43.02,
        43.04,
        43.05,
        43.06,
        43.045,
        43.045,
        43.045,
        43.05,
        43.0302,
        43.03,
        43.0289,
        43.03,
        42.98,
        42.96,
        42.9581,
        42.96,
        42.935,
        42.96,
        42.98,
        42.98,
        42.94,
        42.9176,
        42.89,
        42.905,
        42.9,
        42.9,
        42.92,
        42.93,
        42.93,
        42.925,
        42.93,
        42.955,
        42.945,
        42.955,
        42.96,
        42.955,
        42.945,
        42.925,
        42.92,
        42.935,
        42.93,
        42.92,
        42.92,
        42.92,
        42.91,
        42.9175,
        42.92,
        42.92,
        42.96,
        42.95,
        42.932,
        42.945,
        42.945,
        42.925,
        42.92,
        42.92,
        42.94,
        42.925,
        42.91,
        42.9099,
        42.9199,
        42.92,
        42.91,
        42.92,
        42.89,
        42.88,
        42.84,
        42.8219,
        42.83,
        42.83,
        42.805,
        42.82,
        42.865,
        42.908,
        42.92,
        42.92,
        42.905,
        42.8952,
        42.915,
        42.92,
        42.93,
        42.92,
        42.91,
        42.91,
        42.92,
        42.9194,
        42.92,
        42.92,
        42.93,
        42.93,
        42.95,
        43,
        42.995,
        42.98,
        43,
        43.0372,
        43.04,
        43.055,
        43.03,
        42.99,
        42.975,
        42.995,
        42.995,
        42.99,
        42.985,
        42.97,
        42.975,
        42.99,
        43.015,
        42.99,
        42.975,
        42.97,
        43.01,
        43.02,
        43.05,
        43.04,
        43.025,
        42.965,
        42.97,
        43,
        43.005,
        43.005,
        42.98,
        42.965,
        42.985,
        42.99,
        42.965,
        42.985,
        42.985,
        42.955,
        42.9401,
        42.945,
        42.92,
        42.91,
        42.92,
        42.925,
        42.93,
        42.94,
        42.94,
        42.975,
        42.965,
        42.95,
        42.955,
        42.975,
        42.975,
        42.96,
        42.95,
        42.97,
        42.975,
        42.98,
        43.03,
        43.0799,
        43.07,
        43.08,
        43.07,
        43.04,
        43.035,
        43,
        43,
        43.035,
        43.035,
        43.03,
        43.03,
        43.05,
        43.06,
        43.08,
        43.08,
        43.065,
        43.05,
        43.05,
        43.07,
        43.035,
        43.04,
        43.01,
        42.99,
        42.99,
        43,
        43,
        42.995,
        43.01,
        43.01,
        43.015,
        43.015,
        43.05,
        43.1,
        43.095,
        43.11,
        43.07,
        43.045,
        43.035,
        43.02,
        43.03,
        43.05,
        43.035,
        43.02,
        42.9901,
        42.9711,
        43.01,
        43.01,
        42.98,
        42.985,
        42.99,
        42.96,
        42.96,
        42.955,
        42.93,
        42.9181,
        42.9203,
        42.92,
        42.92,
        42.91,
        42.905,
        42.885,
        42.88,
        42.89,
        42.935,
        42.945,
        42.945,
        42.94,
        42.925,
        42.9,
        42.895,
        42.9066,
        42.91,
        42.89,
        42.885,
        42.8501,
        42.86,
        42.86,
        42.85,
        42.84,
        42.8563,
        42.855,
        42.86,
        42.86,
        42.87,
        42.86,
        42.87,
        42.87,
        42.895,
        42.905,
        42.9002,
        42.89,
        42.88,
        42.88,
        42.9,
        42.88,
        42.86,
        42.845,
        42.855,
        42.835,
        42.845,
        42.845,
        42.825,
        42.82,
        42.81,
        42.82,
        42.815,
        42.81,
        42.8,
        42.8,
        42.82,
        42.8193,
        42.83,
        42.83,
        42.825,
        42.815,
        42.78,
        42.78,
        42.795,
        42.79,
        42.755,
        42.75,
        42.765,
        42.79,
        42.785,
        42.79,
        42.81,
        42.78,
        42.7999,
        42.805,
        42.8399,
        42.835,
        42.825,
        42.87,
        42.88,
        42.86,
        42.8572,
        42.8562,
        42.845,
        42.855,
        42.887,
        42.915,
        42.92,
        42.96,
        42.955,
        42.96,
        42.975,
        42.965,
        42.955,
        42.92,
        42.92,
        42.93,
        42.89,
        42.89,
        42.88,
        42.895,
        42.895,
        42.895,
        42.9,
        42.886,
        42.87,
        42.865,
        42.885,
        42.915,
        42.935,
        42.96,
        42.97,
        42.985,
        42.97,
        42.995,
        43.01,
        42.99,
        42.975,
        42.98,
        42.995,
        42.995,
        42.97,
        42.955,
        42.935,
        42.925,
        42.9299,
        42.93,
        42.93,
        42.915,
        42.9,
        42.925,
        42.94,
        42.94,
        42.94,
        42.945,
        42.96,
        43.005,
        43.005,
        43.005,
        42.995,
        42.96,
        42.9375,
        42.95,
        42.945,
        42.955,
        42.96,
        42.96,
        42.955,
        42.925,
        42.92,
        42.92,
        42.945,
        42.96,
        42.975,
        42.965,
        42.96,
        42.97,
        43,
        42.9956,
        42.98,
        42.9799,
        42.97,
        42.93,
        42.93,
        42.96,
        42.94,
        42.925,
        42.89,
        42.93,
        42.93,
        42.945,
        42.975,
        42.965,
        42.995,
        43,
        42.985,
        43.0279,
        43.035,
        43.02,
        43.01,
        43.005,
        43.015,
        43,
        43.015,
        43.01,
        43.005,
        42.995,
        42.9956,
        42.99,
        42.97,
        43.005,
        43.02,
        43.03,
        43.07,
        43.07,
        43.07,
        43.095,
        43.1,
        43.07,
        43.11,
        43.11
    ],
    'low': [
        42.57,
        42.5777,
        42.555,
        42.57,
        42.57,
        42.565,
        42.565,
        42.6,
        42.59,
        42.5734,
        42.5734,
        42.565,
        42.565,
        42.57,
        42.57,
        42.57,
        42.56,
        42.54,
        42.53,
        42.52,
        42.5001,
        42.51,
        42.5271,
        42.51,
        42.51,
        42.495,
        42.48,
        42.455,
        42.44,
        42.46,
        42.4423,
        42.44,
        42.45,
        42.46,
        42.455,
        42.45,
        42.46,
        42.48,
        42.51,
        42.51,
        42.51,
        42.49,
        42.495,
        42.4542,
        42.46,
        42.465,
        42.47,
        42.47,
        42.43,
        42.44,
        42.445,
        42.45,
        42.44,
        42.4362,
        42.41,
        42.39,
        42.36,
        42.36,
        42.3857,
        42.38,
        42.38,
        42.39,
        42.395,
        42.3876,
        42.379,
        42.37,
        42.375,
        42.39,
        42.3942,
        42.39,
        42.409,
        42.4,
        42.41,
        42.425,
        42.41,
        42.41,
        42.395,
        42.39,
        42.38,
        42.385,
        42.3899,
        42.38,
        42.3999,
        42.405,
        42.435,
        42.475,
        42.49,
        42.51,
        42.57,
        42.5634,
        42.545,
        42.545,
        42.54,
        42.56,
        42.58,
        42.61,
        42.635,
        42.655,
        42.665,
        42.72,
        42.77,
        42.77,
        42.74,
        42.74,
        42.73,
        42.68,
        42.7,
        42.6879,
        42.7,
        42.72,
        42.74,
        42.73,
        42.73,
        42.73,
        42.71,
        42.71,
        42.71,
        42.695,
        42.74,
        42.76,
        42.8,
        42.81,
        42.82,
        42.835,
        42.855,
        42.8218,
        42.8279,
        42.84,
        42.8601,
        42.8717,
        42.895,
        42.92,
        42.925,
        42.935,
        42.965,
        42.9801,
        43.0005,
        43.015,
        42.985,
        43.04,
        43.03,
        43.0395,
        43.0778,
        43.0843,
        43.07,
        43.02,
        42.98,
        42.97,
        43.0024,
        42.99,
        42.99,
        43,
        43.0014,
        43.01,
        43.005,
        43.03,
        43.02,
        43.02,
        42.99,
        42.99,
        43.01,
        43.0055,
        42.985,
        42.99,
        42.98,
        42.94,
        42.95,
        42.94,
        42.925,
        42.915,
        42.94,
        42.94,
        42.935,
        42.905,
        42.87,
        42.87,
        42.88,
        42.87,
        42.87,
        42.91,
        42.9,
        42.9,
        42.91,
        42.91,
        42.93,
        42.93,
        42.935,
        42.945,
        42.935,
        42.9101,
        42.92,
        42.9,
        42.915,
        42.9,
        42.9,
        42.91,
        42.9,
        42.895,
        42.905,
        42.9023,
        42.91,
        42.91,
        42.915,
        42.92,
        42.92,
        42.91,
        42.91,
        42.905,
        42.895,
        42.915,
        42.893,
        42.895,
        42.895,
        42.905,
        42.89,
        42.88,
        42.9,
        42.86,
        42.83,
        42.82,
        42.8,
        42.8029,
        42.77,
        42.785,
        42.8048,
        42.84,
        42.86,
        42.9093,
        42.9,
        42.89,
        42.895,
        42.8925,
        42.9,
        42.91,
        42.91,
        42.9,
        42.905,
        42.9,
        42.91,
        42.915,
        42.91,
        42.91,
        42.91,
        42.91,
        42.955,
        42.97,
        42.94,
        42.9689,
        43.01,
        43.02,
        43.04,
        42.99,
        42.96,
        42.97,
        42.9764,
        42.98,
        42.98,
        42.96,
        42.95,
        42.96,
        42.9601,
        42.98,
        42.96,
        42.965,
        42.96,
        42.9647,
        43.01,
        43.015,
        43.02,
        42.9501,
        42.95,
        42.96,
        42.965,
        42.9945,
        42.98,
        42.925,
        42.94,
        42.97,
        42.96,
        42.95,
        42.965,
        42.93,
        42.937,
        42.93,
        42.915,
        42.905,
        42.9,
        42.91,
        42.92,
        42.92,
        42.93,
        42.91,
        42.94,
        42.94,
        42.92,
        42.95,
        42.955,
        42.95,
        42.94,
        42.945,
        42.94,
        42.9534,
        42.955,
        42.99,
        43.0275,
        43.04,
        43.06,
        43.011,
        43.03,
        42.9901,
        42.985,
        42.985,
        43,
        43.0101,
        43.002,
        43.01,
        43.02,
        43.05,
        43.05,
        43.06,
        43.04,
        43.025,
        43.02,
        43.02,
        43.02,
        43,
        42.99,
        42.955,
        42.965,
        42.985,
        42.985,
        42.985,
        42.9925,
        42.99,
        43,
        43,
        43,
        43.05,
        43.0699,
        43.07,
        43.0338,
        43.03,
        43.0237,
        43,
        43.015,
        43.03,
        43.0201,
        42.99,
        42.965,
        42.96,
        42.975,
        42.98,
        42.96,
        42.98,
        42.96,
        42.95,
        42.94,
        42.9227,
        42.915,
        42.9,
        42.9,
        42.9,
        42.9,
        42.89,
        42.885,
        42.865,
        42.8601,
        42.87,
        42.89,
        42.93,
        42.94,
        42.925,
        42.9,
        42.87,
        42.8725,
        42.89,
        42.875,
        42.8719,
        42.85,
        42.83,
        42.845,
        42.84,
        42.82,
        42.825,
        42.8225,
        42.84,
        42.845,
        42.845,
        42.86,
        42.84,
        42.8582,
        42.86,
        42.86,
        42.885,
        42.88,
        42.88,
        42.85,
        42.845,
        42.86,
        42.86,
        42.84,
        42.83,
        42.83,
        42.8228,
        42.825,
        42.83,
        42.815,
        42.8,
        42.8,
        42.81,
        42.805,
        42.77,
        42.775,
        42.775,
        42.79,
        42.8,
        42.805,
        42.805,
        42.81,
        42.775,
        42.77,
        42.77,
        42.775,
        42.73,
        42.7478,
        42.74,
        42.74,
        42.755,
        42.77,
        42.7707,
        42.78,
        42.76,
        42.77,
        42.7838,
        42.81,
        42.82,
        42.805,
        42.825,
        42.85,
        42.84,
        42.84,
        42.835,
        42.84,
        42.84,
        42.85,
        42.88,
        42.915,
        42.92,
        42.94,
        42.95,
        42.945,
        42.94,
        42.91,
        42.905,
        42.905,
        42.88,
        42.88,
        42.87,
        42.87,
        42.865,
        42.885,
        42.88,
        42.89,
        42.855,
        42.85,
        42.85,
        42.87,
        42.875,
        42.91,
        42.925,
        42.95,
        42.94,
        42.94,
        42.965,
        42.9899,
        42.95,
        42.95,
        42.96,
        42.965,
        42.96,
        42.945,
        42.935,
        42.88,
        42.9,
        42.9,
        42.9138,
        42.915,
        42.895,
        42.89,
        42.895,
        42.925,
        42.93,
        42.925,
        42.935,
        42.945,
        42.955,
        42.99,
        42.98,
        42.95,
        42.91,
        42.92,
        42.93,
        42.925,
        42.935,
        42.935,
        42.95,
        42.92,
        42.9,
        42.9,
        42.9,
        42.905,
        42.945,
        42.96,
        42.93,
        42.945,
        42.9452,
        42.955,
        42.96,
        42.96,
        42.945,
        42.92,
        42.91,
        42.91,
        42.925,
        42.915,
        42.88,
        42.875,
        42.8825,
        42.91,
        42.905,
        42.94,
        42.935,
        42.96,
        42.98,
        42.96,
        42.965,
        43,
        42.99,
        43,
        42.97,
        42.98,
        42.975,
        42.98,
        42.9925,
        42.99,
        42.97,
        42.975,
        42.9425,
        42.94,
        42.965,
        42.995,
        43.0133,
        43.025,
        43.054,
        43.05,
        43.06,
        43.06,
        43.06,
        43.055,
        43.0801
    ],
    'volume': [
        17877,
        12448,
        20553,
        2600,
        6480,
        2274,
        23966,
        15992,
        12708,
        5752,
        2876,
        21889,
        44456,
        8353,
        40058,
        29548,
        28712,
        18674,
        9961,
        18418,
        6927,
        22374,
        10339,
        10906,
        11321,
        13798,
        11182,
        21038,
        9725,
        4085,
        5597,
        13923,
        7642,
        1821,
        2939,
        3694,
        26729,
        28065,
        3131,
        3863,
        5349,
        4136,
        7338,
        14122,
        8109,
        7513,
        9345,
        1627,
        29623,
        1701,
        6631,
        5022,
        3331,
        1438,
        3022,
        6636,
        4700,
        14144,
        6866,
        2769,
        11720,
        2385,
        867,
        2906,
        3266,
        3449,
        17050,
        2231,
        3214,
        6103,
        3221,
        11709,
        22736,
        8583,
        7700,
        517,
        12188,
        4778,
        3975,
        3500,
        5238,
        11725,
        1725,
        13538,
        21423,
        30402,
        7114,
        21025,
        21254,
        5296,
        5128,
        11007,
        15519,
        21704,
        18982,
        40080,
        23474,
        13551,
        22490,
        102410,
        19932,
        9673,
        19141,
        31825,
        38985,
        248591,
        24309,
        31088,
        52864,
        9925,
        10773,
        17063,
        7916,
        2462,
        35053,
        3964,
        14346,
        19809,
        10072,
        12631,
        4410,
        10474,
        22355,
        20857,
        8587,
        16214,
        14066,
        5410,
        6475,
        22909,
        178593,
        10300,
        18145,
        23925,
        25427,
        35876,
        45092,
        4876,
        11148,
        9742,
        4274,
        10116,
        26180,
        20561,
        25149,
        42778,
        9838,
        18454,
        5368,
        9755,
        11392,
        15493,
        6916,
        4500,
        36164,
        15359,
        12633,
        15531,
        24471,
        15764,
        12900,
        9135,
        15515,
        16946,
        11668,
        32218,
        3100,
        3390,
        13088,
        5948,
        11186,
        10657,
        58863,
        16310,
        23428,
        8711,
        12220,
        14306,
        46224,
        17256,
        14520,
        3800,
        8103,
        4449,
        8648,
        5423,
        8988,
        12241,
        8800,
        8250,
        900,
        6700,
        7996,
        41416,
        11120,
        21517,
        11928,
        5151,
        15281,
        4782,
        3802,
        51438,
        6771,
        7224,
        53037,
        18287,
        2702,
        9852,
        11760,
        22833,
        5628,
        4254,
        6120,
        4623,
        15141,
        9365,
        6301,
        5574,
        14584,
        8692,
        16402,
        9040,
        70085,
        33648,
        8673,
        4700,
        10624,
        23947,
        7578,
        1500,
        1565,
        9112,
        18785,
        52022,
        20147,
        16257,
        500,
        7100,
        800,
        7971,
        5087,
        71558,
        16996,
        27097,
        40366,
        9096,
        20856,
        6918,
        14511,
        4543,
        14363,
        26965,
        3340,
        3300,
        13975,
        2149,
        10973,
        13727,
        3920,
        1050,
        23112,
        35950,
        25230,
        601,
        5324,
        17767,
        3400,
        22077,
        21135,
        9601,
        3532,
        1885,
        8543,
        4126,
        2801,
        36817,
        7369,
        6893,
        6148,
        3762,
        3655,
        67858,
        4541,
        5706,
        4079,
        6432,
        8398,
        4400,
        3853,
        1903,
        900,
        11574,
        25137,
        2265,
        7511,
        4283,
        15901,
        7087,
        6877,
        3462,
        7598,
        6862,
        12899,
        47686,
        29427,
        10267,
        17777,
        12815,
        2616,
        12321,
        4702,
        9900,
        27904,
        9676,
        5724,
        5680,
        8540,
        1736,
        22877,
        4507,
        3518,
        19232,
        5639,
        15776,
        5387,
        7992,
        9784,
        18323,
        3257,
        3701,
        14470,
        1480,
        17394,
        18205,
        11450,
        4338,
        13402,
        29682,
        17324,
        29025,
        5625,
        5753,
        4791,
        8095,
        2400,
        6640,
        5588,
        5125,
        7079,
        2597,
        8925,
        5292,
        4300,
        1000,
        7206,
        7092,
        9077,
        12703,
        2873,
        20645,
        14163,
        8925,
        3506,
        27481,
        6322,
        19637,
        20438,
        19559,
        11506,
        7663,
        1926,
        2920,
        8434,
        7015,
        10702,
        5548,
        25704,
        3613,
        6891,
        17409,
        7405,
        3066,
        24836,
        4200,
        14529,
        6609,
        3166,
        24293,
        7434,
        6046,
        3547,
        2339,
        10745,
        17395,
        5843,
        2157,
        14287,
        3609,
        13928,
        5202,
        9761,
        5333,
        9999,
        4250,
        5117,
        5714,
        5031,
        3897,
        2533,
        8500,
        5693,
        122437,
        22024,
        6476,
        11603,
        26026,
        16025,
        6039,
        8248,
        10475,
        2352,
        11436,
        9171,
        36183,
        2806,
        10360,
        7926,
        6169,
        18755,
        13092,
        8682,
        5370,
        30456,
        5314,
        10813,
        9369,
        9282,
        17907,
        16060,
        9668,
        4589,
        5008,
        2681,
        4428,
        23369,
        13098,
        3800,
        10748,
        10177,
        10026,
        30238,
        8799,
        22369,
        8189,
        13099,
        20121,
        5318,
        15591,
        1450,
        14659,
        8444,
        11893,
        5195,
        7722,
        4728,
        6785,
        6641,
        30961,
        3346,
        21770,
        39917,
        19003,
        7492,
        11819,
        13542,
        17348,
        12413,
        2613,
        6053,
        8426,
        10785,
        7380,
        23553,
        7465,
        6092,
        4337,
        5054,
        9169,
        3758,
        12644,
        13395,
        8554,
        5849,
        17606,
        9824,
        28481,
        6728,
        7421,
        28486,
        25376,
        5963,
        21621,
        9609,
        9708,
        8135,
        3689,
        10706,
        14595,
        19081,
        13103,
        32776,
        6919,
        15626,
        14907,
        8788,
        17395,
        38710,
        20371,
        11332,
        31903,
        25221,
        7109,
        35978,
        37117,
        36497,
        28814,
        23701,
        38914,
        41401,
        44565,
        41255,
        53303,
        11299,
        12039,
        28530,
        54523,
        59422,
        24118,
        9669,
        29428,
        45628,
        24600,
        42713,
        20663,
        27810,
        38048,
        18861,
        30217,
        70017,
        76637,
        34470,
        41509,
        71427,
        58590,
        33380,
        72700,
        80660,
        24254,
        181265,
        53128
    ],
    'close': [
        42.585,
        42.5777,
        42.58,
        42.57,
        42.58,
        42.565,
        42.59,
        42.61,
        42.59,
        42.5734,
        42.5734,
        42.58,
        42.58,
        42.58,
        42.57,
        42.57,
        42.565,
        42.55,
        42.54,
        42.53,
        42.505,
        42.535,
        42.53,
        42.52,
        42.52,
        42.5,
        42.4807,
        42.469,
        42.46,
        42.46,
        42.45,
        42.44,
        42.465,
        42.465,
        42.46,
        42.46,
        42.475,
        42.51,
        42.515,
        42.521,
        42.51,
        42.4982,
        42.5,
        42.455,
        42.475,
        42.465,
        42.485,
        42.47,
        42.45,
        42.44,
        42.46,
        42.45,
        42.44,
        42.445,
        42.415,
        42.395,
        42.36,
        42.38,
        42.39,
        42.39,
        42.39,
        42.4,
        42.395,
        42.395,
        42.379,
        42.3799,
        42.4065,
        42.4,
        42.4,
        42.405,
        42.41,
        42.41,
        42.44,
        42.427,
        42.415,
        42.41,
        42.395,
        42.4,
        42.3801,
        42.4,
        42.4,
        42.4,
        42.4,
        42.44,
        42.47,
        42.495,
        42.5059,
        42.56,
        42.58,
        42.5634,
        42.55,
        42.565,
        42.565,
        42.57,
        42.6,
        42.63,
        42.66,
        42.66,
        42.72,
        42.84,
        42.77,
        42.79,
        42.75,
        42.765,
        42.735,
        42.71,
        42.71,
        42.7001,
        42.72,
        42.74,
        42.74,
        42.745,
        42.74,
        42.73,
        42.72,
        42.72,
        42.73,
        42.738,
        42.75,
        42.795,
        42.81,
        42.825,
        42.845,
        42.87,
        42.855,
        42.83,
        42.84,
        42.8633,
        42.8799,
        42.89,
        42.9263,
        42.9265,
        42.935,
        42.96,
        42.99,
        43.03,
        43.02,
        43.02,
        43.04,
        43.045,
        43.03,
        43.07,
        43.1,
        43.0843,
        43.08,
        43.03,
        42.98,
        43,
        43.004,
        43.01,
        43,
        43.01,
        43.015,
        43.01,
        43.035,
        43.045,
        43.025,
        43.045,
        42.99,
        43.045,
        43.0192,
        43.0201,
        42.9955,
        43.0289,
        42.985,
        42.96,
        42.95,
        42.945,
        42.925,
        42.935,
        42.94,
        42.98,
        42.935,
        42.91,
        42.875,
        42.88,
        42.8903,
        42.875,
        42.9,
        42.9188,
        42.91,
        42.93,
        42.91,
        42.9285,
        42.94,
        42.9401,
        42.955,
        42.96,
        42.935,
        42.9101,
        42.925,
        42.92,
        42.935,
        42.91,
        42.91,
        42.92,
        42.91,
        42.91,
        42.91,
        42.91,
        42.9121,
        42.945,
        42.92,
        42.93,
        42.93,
        42.93,
        42.91,
        42.91,
        42.91,
        42.925,
        42.91,
        42.905,
        42.9,
        42.915,
        42.891,
        42.91,
        42.9,
        42.86,
        42.84,
        42.82,
        42.805,
        42.825,
        42.795,
        42.8,
        42.82,
        42.865,
        42.908,
        42.915,
        42.905,
        42.89,
        42.895,
        42.91,
        42.915,
        42.92,
        42.9104,
        42.91,
        42.905,
        42.92,
        42.915,
        42.915,
        42.915,
        42.92,
        42.92,
        42.945,
        42.99,
        42.97,
        42.9699,
        43,
        43.0359,
        43.03,
        43.04,
        42.99,
        42.97,
        42.9701,
        42.99,
        42.99,
        42.99,
        42.96,
        42.96,
        42.96,
        42.99,
        42.98,
        42.975,
        42.965,
        42.9645,
        43.01,
        43.015,
        43.03,
        43.02,
        42.9599,
        42.96,
        42.9646,
        43,
        43.005,
        42.98,
        42.945,
        42.965,
        42.98,
        42.96,
        42.96,
        42.985,
        42.95,
        42.94,
        42.94,
        42.92,
        42.91,
        42.9,
        42.92,
        42.921,
        42.93,
        42.93,
        42.93,
        42.96,
        42.945,
        42.95,
        42.95,
        42.9694,
        42.955,
        42.95,
        42.9485,
        42.97,
        42.9534,
        42.98,
        43.02,
        43.05,
        43.06,
        43.065,
        43.035,
        43.035,
        42.995,
        42.985,
        43,
        43.025,
        43.0101,
        43.005,
        43.028,
        43.045,
        43.06,
        43.075,
        43.06,
        43.045,
        43.04,
        43.05,
        43.025,
        43.025,
        43.01,
        42.9918,
        42.97,
        42.99,
        42.985,
        42.99,
        42.9936,
        43.01,
        43.0012,
        43.015,
        43.005,
        43.05,
        43.07,
        43.095,
        43.078,
        43.0338,
        43.03,
        43.025,
        43.015,
        43.03,
        43.0316,
        43.0296,
        42.995,
        42.965,
        42.9711,
        43.005,
        42.985,
        42.97,
        42.985,
        42.96,
        42.955,
        42.96,
        42.9227,
        42.915,
        42.91,
        42.9,
        42.915,
        42.92,
        42.905,
        42.8923,
        42.8664,
        42.87,
        42.885,
        42.93,
        42.935,
        42.94,
        42.925,
        42.905,
        42.87,
        42.89,
        42.9061,
        42.88,
        42.89,
        42.85,
        42.845,
        42.86,
        42.84,
        42.8401,
        42.8263,
        42.85,
        42.845,
        42.8507,
        42.86,
        42.86,
        42.85,
        42.87,
        42.86,
        42.881,
        42.89,
        42.885,
        42.885,
        42.85,
        42.88,
        42.87,
        42.86,
        42.84,
        42.84,
        42.83,
        42.83,
        42.845,
        42.83,
        42.825,
        42.805,
        42.81,
        42.815,
        42.805,
        42.78,
        42.79,
        42.79,
        42.82,
        42.8005,
        42.82,
        42.81,
        42.815,
        42.775,
        42.775,
        42.775,
        42.785,
        42.76,
        42.755,
        42.745,
        42.76,
        42.79,
        42.775,
        42.79,
        42.795,
        42.78,
        42.79,
        42.805,
        42.83,
        42.825,
        42.825,
        42.865,
        42.85,
        42.85,
        42.8438,
        42.835,
        42.845,
        42.8448,
        42.875,
        42.915,
        42.92,
        42.95,
        42.95,
        42.95,
        42.97,
        42.9532,
        42.91,
        42.91,
        42.92,
        42.885,
        42.885,
        42.87,
        42.875,
        42.8901,
        42.895,
        42.89,
        42.89,
        42.86,
        42.855,
        42.865,
        42.885,
        42.91,
        42.9268,
        42.96,
        42.965,
        42.94,
        42.97,
        42.995,
        42.995,
        42.95,
        42.9702,
        42.965,
        42.995,
        42.97,
        42.945,
        42.94,
        42.91,
        42.9075,
        42.925,
        42.92,
        42.9175,
        42.9,
        42.895,
        42.925,
        42.94,
        42.935,
        42.93,
        42.94,
        42.9599,
        43,
        42.9976,
        42.9801,
        42.95,
        42.92,
        42.93,
        42.93,
        42.94,
        42.95,
        42.9525,
        42.955,
        42.92,
        42.91,
        42.91,
        42.92,
        42.945,
        42.96,
        42.965,
        42.9439,
        42.955,
        42.955,
        42.99,
        42.9626,
        42.977,
        42.9602,
        42.925,
        42.91,
        42.93,
        42.93,
        42.92,
        42.88,
        42.885,
        42.925,
        42.92,
        42.945,
        42.965,
        42.96,
        42.995,
        42.985,
        42.97,
        43.0279,
        43,
        43.01,
        43.005,
        42.99,
        42.985,
        42.99,
        42.99,
        43,
        42.995,
        42.995,
        42.985,
        42.955,
        42.97,
        42.995,
        43.02,
        43.025,
        43.07,
        43.055,
        43.065,
        43.085,
        43.065,
        43.06,
        43.08,
        43.105
    ],
    'hlcc4': [
        42.583,
        42.583,
        42.574,
        42.572,
        42.579,
        42.569,
        42.584,
        42.61,
        42.595,
        42.58,
        42.58,
        42.579,
        42.578,
        42.578,
        42.572,
        42.572,
        42.567,
        42.55,
        42.54,
        42.53,
        42.508,
        42.529,
        42.532,
        42.519,
        42.521,
        42.503,
        42.49,
        42.469,
        42.456,
        42.461,
        42.451,
        42.444,
        42.461,
        42.464,
        42.461,
        42.458,
        42.472,
        42.505,
        42.515,
        42.518,
        42.515,
        42.497,
        42.501,
        42.467,
        42.474,
        42.468,
        42.483,
        42.473,
        42.449,
        42.442,
        42.458,
        42.451,
        42.444,
        42.443,
        42.417,
        42.4,
        42.367,
        42.375,
        42.391,
        42.389,
        42.392,
        42.398,
        42.395,
        42.393,
        42.384,
        42.377,
        42.402,
        42.4,
        42.399,
        42.403,
        42.412,
        42.41,
        42.432,
        42.43,
        42.417,
        42.412,
        42.404,
        42.398,
        42.384,
        42.396,
        42.397,
        42.396,
        42.402,
        42.433,
        42.461,
        42.491,
        42.502,
        42.55,
        42.58,
        42.569,
        42.551,
        42.561,
        42.559,
        42.57,
        42.597,
        42.625,
        42.658,
        42.664,
        42.706,
        42.812,
        42.789,
        42.785,
        42.755,
        42.763,
        42.743,
        42.718,
        42.71,
        42.701,
        42.718,
        42.742,
        42.745,
        42.745,
        42.74,
        42.732,
        42.725,
        42.721,
        42.725,
        42.728,
        42.75,
        42.788,
        42.809,
        42.823,
        42.84,
        42.861,
        42.861,
        42.834,
        42.837,
        42.859,
        42.875,
        42.888,
        42.919,
        42.926,
        42.934,
        42.954,
        42.984,
        43.018,
        43.023,
        43.021,
        43.026,
        43.045,
        43.034,
        43.062,
        43.096,
        43.091,
        43.079,
        43.045,
        42.994,
        42.995,
        43.009,
        43.005,
        43.001,
        43.011,
        43.014,
        43.012,
        43.029,
        43.043,
        43.033,
        43.039,
        43.004,
        43.031,
        43.025,
        43.019,
        43.002,
        43.019,
        42.995,
        42.96,
        42.953,
        42.947,
        42.934,
        42.93,
        42.945,
        42.97,
        42.946,
        42.916,
        42.884,
        42.88,
        42.891,
        42.88,
        42.892,
        42.917,
        42.913,
        42.922,
        42.914,
        42.924,
        42.941,
        42.939,
        42.95,
        42.956,
        42.94,
        42.919,
        42.924,
        42.915,
        42.93,
        42.913,
        42.91,
        42.918,
        42.91,
        42.906,
        42.911,
        42.911,
        42.914,
        42.94,
        42.926,
        42.928,
        42.931,
        42.929,
        42.914,
        42.911,
        42.909,
        42.926,
        42.91,
        42.904,
        42.901,
        42.914,
        42.898,
        42.902,
        42.905,
        42.868,
        42.848,
        42.825,
        42.808,
        42.821,
        42.797,
        42.797,
        42.816,
        42.859,
        42.896,
        42.915,
        42.907,
        42.894,
        42.895,
        42.907,
        42.912,
        42.92,
        42.913,
        42.907,
        42.906,
        42.915,
        42.915,
        42.916,
        42.915,
        42.92,
        42.92,
        42.938,
        42.984,
        42.976,
        42.965,
        42.992,
        43.03,
        43.03,
        43.044,
        43.0,
        42.973,
        42.971,
        42.988,
        42.989,
        42.988,
        42.966,
        42.96,
        42.964,
        42.983,
        42.989,
        42.975,
        42.968,
        42.965,
        42.999,
        43.015,
        43.031,
        43.025,
        42.974,
        42.959,
        42.965,
        42.991,
        43.002,
        42.986,
        42.949,
        42.959,
        42.979,
        42.968,
        42.959,
        42.98,
        42.954,
        42.943,
        42.938,
        42.925,
        42.911,
        42.903,
        42.918,
        42.922,
        42.928,
        42.933,
        42.928,
        42.959,
        42.949,
        42.942,
        42.951,
        42.967,
        42.959,
        42.95,
        42.948,
        42.962,
        42.959,
        42.974,
        43.015,
        43.052,
        43.058,
        43.067,
        43.038,
        43.035,
        43.004,
        42.989,
        42.996,
        43.021,
        43.016,
        43.011,
        43.024,
        43.04,
        43.058,
        43.07,
        43.065,
        43.049,
        43.039,
        43.043,
        43.035,
        43.026,
        43.015,
        42.996,
        42.971,
        42.984,
        42.989,
        42.991,
        42.992,
        43.006,
        43.001,
        43.011,
        43.006,
        43.037,
        43.072,
        43.089,
        43.084,
        43.043,
        43.034,
        43.027,
        43.013,
        43.026,
        43.036,
        43.029,
        43.0,
        42.971,
        42.968,
        42.999,
        42.99,
        42.97,
        42.984,
        42.968,
        42.955,
        42.955,
        42.931,
        42.919,
        42.91,
        42.905,
        42.912,
        42.915,
        42.902,
        42.894,
        42.871,
        42.87,
        42.882,
        42.921,
        42.936,
        42.941,
        42.929,
        42.909,
        42.877,
        42.887,
        42.902,
        42.886,
        42.885,
        42.859,
        42.843,
        42.856,
        42.845,
        42.838,
        42.829,
        42.845,
        42.846,
        42.852,
        42.856,
        42.862,
        42.85,
        42.867,
        42.862,
        42.879,
        42.892,
        42.888,
        42.885,
        42.858,
        42.871,
        42.875,
        42.865,
        42.845,
        42.839,
        42.836,
        42.829,
        42.84,
        42.834,
        42.823,
        42.808,
        42.808,
        42.815,
        42.808,
        42.785,
        42.789,
        42.789,
        42.812,
        42.805,
        42.819,
        42.814,
        42.816,
        42.785,
        42.775,
        42.775,
        42.785,
        42.76,
        42.753,
        42.745,
        42.756,
        42.781,
        42.776,
        42.785,
        42.795,
        42.775,
        42.787,
        42.8,
        42.827,
        42.826,
        42.82,
        42.856,
        42.858,
        42.85,
        42.846,
        42.84,
        42.844,
        42.846,
        42.872,
        42.906,
        42.919,
        42.945,
        42.949,
        42.953,
        42.965,
        42.953,
        42.921,
        42.911,
        42.916,
        42.895,
        42.885,
        42.875,
        42.875,
        42.885,
        42.893,
        42.889,
        42.892,
        42.865,
        42.857,
        42.861,
        42.881,
        42.902,
        42.925,
        42.951,
        42.962,
        42.951,
        42.962,
        42.988,
        42.997,
        42.96,
        42.966,
        42.968,
        42.988,
        42.974,
        42.951,
        42.942,
        42.909,
        42.91,
        42.92,
        42.921,
        42.92,
        42.903,
        42.895,
        42.918,
        42.936,
        42.935,
        42.931,
        42.94,
        42.956,
        42.99,
        42.998,
        42.986,
        42.961,
        42.928,
        42.929,
        42.935,
        42.938,
        42.948,
        42.95,
        42.955,
        42.929,
        42.911,
        42.91,
        42.915,
        42.935,
        42.956,
        42.966,
        42.946,
        42.954,
        42.956,
        42.984,
        42.97,
        42.974,
        42.961,
        42.935,
        42.915,
        42.925,
        42.936,
        42.924,
        42.891,
        42.884,
        42.916,
        42.92,
        42.935,
        42.961,
        42.955,
        42.986,
        42.987,
        42.971,
        43.012,
        43.009,
        43.008,
        43.005,
        42.989,
        42.991,
        42.989,
        42.994,
        43.001,
        42.996,
        42.989,
        42.985,
        42.961,
        42.962,
        42.99,
        43.014,
        43.023,
        43.059,
        43.059,
        43.062,
        43.081,
        43.072,
        43.062,
        43.081,
        43.1
    ],
    'open': [
        42.585,
        42.59,
        42.57,
        42.575,
        42.58,
        42.58,
        42.565,
        42.6,
        42.6,
        42.585,
        42.58,
        42.575,
        42.585,
        42.57,
        42.57,
        42.57,
        42.58,
        42.56,
        42.54,
        42.535,
        42.52,
        42.51,
        42.53,
        42.52,
        42.515,
        42.515,
        42.5,
        42.48,
        42.465,
        42.46,
        42.46,
        42.45,
        42.45,
        42.46,
        42.46,
        42.45,
        42.47,
        42.48,
        42.515,
        42.51,
        42.52,
        42.5,
        42.5,
        42.505,
        42.47,
        42.47,
        42.47,
        42.4816,
        42.465,
        42.45,
        42.45,
        42.45,
        42.445,
        42.4362,
        42.43,
        42.41,
        42.39,
        42.365,
        42.39,
        42.395,
        42.39,
        42.3981,
        42.395,
        42.39,
        42.395,
        42.37,
        42.375,
        42.4,
        42.4,
        42.4,
        42.41,
        42.41,
        42.41,
        42.4394,
        42.43,
        42.42,
        42.42,
        42.395,
        42.39,
        42.39,
        42.4,
        42.4,
        42.3999,
        42.4084,
        42.44,
        42.475,
        42.49,
        42.51,
        42.57,
        42.575,
        42.56,
        42.555,
        42.56,
        42.565,
        42.58,
        42.61,
        42.635,
        42.66,
        42.665,
        42.72,
        42.845,
        42.775,
        42.78,
        42.755,
        42.77,
        42.735,
        42.705,
        42.71,
        42.705,
        42.72,
        42.74,
        42.74,
        42.73,
        42.74,
        42.73,
        42.7286,
        42.72,
        42.72,
        42.74,
        42.76,
        42.8,
        42.8103,
        42.83,
        42.845,
        42.865,
        42.8509,
        42.84,
        42.84,
        42.865,
        42.8717,
        42.8975,
        42.925,
        42.93,
        42.935,
        42.9658,
        42.9801,
        43.025,
        43.02,
        43.02,
        43.045,
        43.045,
        43.04,
        43.0791,
        43.105,
        43.0867,
        43.09,
        43.03,
        42.9801,
        43.01,
        43.01,
        43.015,
        43.0024,
        43.02,
        43.01,
        43.0088,
        43.039,
        43.05,
        43.02,
        43.045,
        43,
        43.04,
        43.015,
        43.0248,
        43,
        43.03,
        42.98,
        42.96,
        42.9481,
        42.9469,
        42.93,
        42.94,
        42.94,
        42.975,
        42.94,
        42.9176,
        42.87,
        42.88,
        42.895,
        42.875,
        42.91,
        42.92,
        42.91,
        42.9206,
        42.91,
        42.93,
        42.94,
        42.94,
        42.96,
        42.955,
        42.935,
        42.92,
        42.91,
        42.92,
        42.93,
        42.91,
        42.91,
        42.92,
        42.91,
        42.9057,
        42.91,
        42.915,
        42.91,
        42.95,
        42.92,
        42.94,
        42.94,
        42.925,
        42.905,
        42.91,
        42.915,
        42.925,
        42.91,
        42.9,
        42.905,
        42.915,
        42.89,
        42.92,
        42.89,
        42.8621,
        42.84,
        42.8219,
        42.8029,
        42.825,
        42.8,
        42.8048,
        42.84,
        42.8666,
        42.91,
        42.92,
        42.9,
        42.895,
        42.8925,
        42.92,
        42.91,
        42.92,
        42.91,
        42.91,
        42.905,
        42.91,
        42.9199,
        42.9199,
        42.915,
        42.92,
        42.92,
        42.96,
        42.9908,
        42.98,
        42.9689,
        43.01,
        43.035,
        43.04,
        43.03,
        42.99,
        42.97,
        42.9764,
        42.99,
        42.99,
        42.985,
        42.97,
        42.965,
        42.9601,
        42.9961,
        42.99,
        42.972,
        42.965,
        42.965,
        43.015,
        43.02,
        43.035,
        43.025,
        42.95,
        42.9655,
        42.97,
        42.995,
        43.005,
        42.98,
        42.95,
        42.97,
        42.9819,
        42.965,
        42.965,
        42.98,
        42.95,
        42.935,
        42.9428,
        42.92,
        42.91,
        42.91,
        42.92,
        42.925,
        42.93,
        42.935,
        42.94,
        42.965,
        42.9474,
        42.955,
        42.955,
        42.97,
        42.955,
        42.95,
        42.945,
        42.975,
        42.955,
        42.99,
        43.03,
        43.05,
        43.065,
        43.07,
        43.035,
        43.03,
        42.99,
        42.99,
        43,
        43.034,
        43.015,
        43.01,
        43.02,
        43.05,
        43.06,
        43.075,
        43.065,
        43.04,
        43.03,
        43.05,
        43.03,
        43.03,
        43,
        42.99,
        42.97,
        42.9999,
        42.99,
        42.99,
        42.995,
        43,
        43.005,
        43.01,
        43.01,
        43.05,
        43.0776,
        43.1,
        43.07,
        43.03,
        43.025,
        43.02,
        43.015,
        43.03,
        43.03,
        43.02,
        42.99,
        42.96,
        42.975,
        43.005,
        42.98,
        42.98,
        42.985,
        42.96,
        42.955,
        42.955,
        42.925,
        42.915,
        42.92,
        42.9,
        42.91,
        42.91,
        42.905,
        42.88,
        42.8601,
        42.87,
        42.89,
        42.93,
        42.94,
        42.935,
        42.925,
        42.9,
        42.875,
        42.89,
        42.91,
        42.89,
        42.885,
        42.8501,
        42.845,
        42.8565,
        42.845,
        42.84,
        42.83,
        42.85,
        42.845,
        42.85,
        42.865,
        42.86,
        42.86,
        42.87,
        42.87,
        42.888,
        42.9,
        42.885,
        42.88,
        42.85,
        42.8799,
        42.87,
        42.86,
        42.84,
        42.845,
        42.83,
        42.835,
        42.845,
        42.825,
        42.815,
        42.8,
        42.81,
        42.8143,
        42.81,
        42.775,
        42.79,
        42.8,
        42.8193,
        42.805,
        42.82,
        42.81,
        42.81,
        42.775,
        42.7775,
        42.78,
        42.785,
        42.75,
        42.75,
        42.74,
        42.76,
        42.78,
        42.78,
        42.795,
        42.77,
        42.77,
        42.7864,
        42.81,
        42.83,
        42.825,
        42.825,
        42.87,
        42.85,
        42.855,
        42.85,
        42.84,
        42.845,
        42.85,
        42.88,
        42.915,
        42.92,
        42.955,
        42.96,
        42.95,
        42.96,
        42.955,
        42.9125,
        42.91,
        42.925,
        42.88,
        42.88,
        42.875,
        42.87,
        42.895,
        42.89,
        42.89,
        42.886,
        42.87,
        42.85,
        42.87,
        42.875,
        42.91,
        42.925,
        42.95,
        42.965,
        42.9425,
        42.97,
        42.995,
        42.99,
        42.955,
        42.98,
        42.965,
        42.9888,
        42.97,
        42.945,
        42.93,
        42.91,
        42.9,
        42.925,
        42.92,
        42.91,
        42.9,
        42.9,
        42.93,
        42.93,
        42.935,
        42.94,
        42.95,
        42.955,
        43,
        43,
        42.99,
        42.95,
        42.93,
        42.935,
        42.925,
        42.94,
        42.95,
        42.955,
        42.954,
        42.92,
        42.905,
        42.91,
        42.915,
        42.9458,
        42.96,
        42.965,
        42.945,
        42.95,
        42.955,
        42.985,
        42.96,
        42.97,
        42.965,
        42.93,
        42.91,
        42.925,
        42.925,
        42.925,
        42.88,
        42.885,
        42.92,
        42.915,
        42.94,
        42.96,
        42.965,
        42.9917,
        42.98,
        42.965,
        43.02,
        43,
        43.0075,
        43.005,
        42.98,
        42.985,
        42.995,
        42.995,
        43.005,
        42.995,
        42.99,
        42.98,
        42.955,
        42.97,
        43,
        43.02,
        43.025,
        43.07,
        43.055,
        43.065,
        43.085,
        43.065,
        43.06,
        43.085
    ],
    'time': [
        datetime.datetime(2023, 3, 24, 17, 53),
        datetime.datetime(2023, 3, 24, 17, 53, 20),
        datetime.datetime(2023, 3, 24, 17, 53, 40),
        datetime.datetime(2023, 3, 24, 17, 54),
        datetime.datetime(2023, 3, 24, 17, 54, 20),
        datetime.datetime(2023, 3, 24, 17, 54, 40),
        datetime.datetime(2023, 3, 24, 17, 55),
        datetime.datetime(2023, 3, 24, 17, 55, 20),
        datetime.datetime(2023, 3, 24, 17, 55, 40),
        datetime.datetime(2023, 3, 24, 17, 56),
        datetime.datetime(2023, 3, 24, 17, 56, 20),
        datetime.datetime(2023, 3, 24, 17, 56, 40),
        datetime.datetime(2023, 3, 24, 17, 57),
        datetime.datetime(2023, 3, 24, 17, 57, 20),
        datetime.datetime(2023, 3, 24, 17, 57, 40),
        datetime.datetime(2023, 3, 24, 17, 58),
        datetime.datetime(2023, 3, 24, 17, 58, 20),
        datetime.datetime(2023, 3, 24, 17, 58, 40),
        datetime.datetime(2023, 3, 24, 17, 59),
        datetime.datetime(2023, 3, 24, 17, 59, 20),
        datetime.datetime(2023, 3, 24, 17, 59, 40),
        datetime.datetime(2023, 3, 24, 18, 0),
        datetime.datetime(2023, 3, 24, 18, 0, 20),
        datetime.datetime(2023, 3, 24, 18, 0, 40),
        datetime.datetime(2023, 3, 24, 18, 1),
        datetime.datetime(2023, 3, 24, 18, 1, 20),
        datetime.datetime(2023, 3, 24, 18, 1, 40),
        datetime.datetime(2023, 3, 24, 18, 2),
        datetime.datetime(2023, 3, 24, 18, 2, 20),
        datetime.datetime(2023, 3, 24, 18, 2, 40),
        datetime.datetime(2023, 3, 24, 18, 3),
        datetime.datetime(2023, 3, 24, 18, 3, 20),
        datetime.datetime(2023, 3, 24, 18, 3, 40),
        datetime.datetime(2023, 3, 24, 18, 4),
        datetime.datetime(2023, 3, 24, 18, 4, 20),
        datetime.datetime(2023, 3, 24, 18, 4, 40),
        datetime.datetime(2023, 3, 24, 18, 5),
        datetime.datetime(2023, 3, 24, 18, 5, 20),
        datetime.datetime(2023, 3, 24, 18, 5, 40),
        datetime.datetime(2023, 3, 24, 18, 6),
        datetime.datetime(2023, 3, 24, 18, 6, 20),
        datetime.datetime(2023, 3, 24, 18, 6, 40),
        datetime.datetime(2023, 3, 24, 18, 7),
        datetime.datetime(2023, 3, 24, 18, 7, 20),
        datetime.datetime(2023, 3, 24, 18, 7, 40),
        datetime.datetime(2023, 3, 24, 18, 8),
        datetime.datetime(2023, 3, 24, 18, 8, 20),
        datetime.datetime(2023, 3, 24, 18, 8, 40),
        datetime.datetime(2023, 3, 24, 18, 9),
        datetime.datetime(2023, 3, 24, 18, 9, 20),
        datetime.datetime(2023, 3, 24, 18, 9, 40),
        datetime.datetime(2023, 3, 24, 18, 10),
        datetime.datetime(2023, 3, 24, 18, 10, 20),
        datetime.datetime(2023, 3, 24, 18, 10, 40),
        datetime.datetime(2023, 3, 24, 18, 11),
        datetime.datetime(2023, 3, 24, 18, 11, 20),
        datetime.datetime(2023, 3, 24, 18, 11, 40),
        datetime.datetime(2023, 3, 24, 18, 12),
        datetime.datetime(2023, 3, 24, 18, 12, 20),
        datetime.datetime(2023, 3, 24, 18, 12, 40),
        datetime.datetime(2023, 3, 24, 18, 13),
        datetime.datetime(2023, 3, 24, 18, 13, 20),
        datetime.datetime(2023, 3, 24, 18, 13, 40),
        datetime.datetime(2023, 3, 24, 18, 14),
        datetime.datetime(2023, 3, 24, 18, 14, 20),
        datetime.datetime(2023, 3, 24, 18, 14, 40),
        datetime.datetime(2023, 3, 24, 18, 15),
        datetime.datetime(2023, 3, 24, 18, 15, 20),
        datetime.datetime(2023, 3, 24, 18, 15, 40),
        datetime.datetime(2023, 3, 24, 18, 16),
        datetime.datetime(2023, 3, 24, 18, 16, 20),
        datetime.datetime(2023, 3, 24, 18, 16, 40),
        datetime.datetime(2023, 3, 24, 18, 17),
        datetime.datetime(2023, 3, 24, 18, 17, 20),
        datetime.datetime(2023, 3, 24, 18, 17, 40),
        datetime.datetime(2023, 3, 24, 18, 18),
        datetime.datetime(2023, 3, 24, 18, 18, 20),
        datetime.datetime(2023, 3, 24, 18, 18, 40),
        datetime.datetime(2023, 3, 24, 18, 19),
        datetime.datetime(2023, 3, 24, 18, 19, 20),
        datetime.datetime(2023, 3, 24, 18, 19, 40),
        datetime.datetime(2023, 3, 24, 18, 20),
        datetime.datetime(2023, 3, 24, 18, 20, 20),
        datetime.datetime(2023, 3, 24, 18, 20, 40),
        datetime.datetime(2023, 3, 24, 18, 21),
        datetime.datetime(2023, 3, 24, 18, 21, 20),
        datetime.datetime(2023, 3, 24, 18, 21, 40),
        datetime.datetime(2023, 3, 24, 18, 22),
        datetime.datetime(2023, 3, 24, 18, 22, 20),
        datetime.datetime(2023, 3, 24, 18, 22, 40),
        datetime.datetime(2023, 3, 24, 18, 23),
        datetime.datetime(2023, 3, 24, 18, 23, 20),
        datetime.datetime(2023, 3, 24, 18, 23, 40),
        datetime.datetime(2023, 3, 24, 18, 24),
        datetime.datetime(2023, 3, 24, 18, 24, 20),
        datetime.datetime(2023, 3, 24, 18, 24, 40),
        datetime.datetime(2023, 3, 24, 18, 25),
        datetime.datetime(2023, 3, 24, 18, 25, 20),
        datetime.datetime(2023, 3, 24, 18, 25, 40),
        datetime.datetime(2023, 3, 24, 18, 26),
        datetime.datetime(2023, 3, 24, 18, 26, 20),
        datetime.datetime(2023, 3, 24, 18, 26, 40),
        datetime.datetime(2023, 3, 24, 18, 27),
        datetime.datetime(2023, 3, 24, 18, 27, 20),
        datetime.datetime(2023, 3, 24, 18, 27, 40),
        datetime.datetime(2023, 3, 24, 18, 28),
        datetime.datetime(2023, 3, 24, 18, 28, 20),
        datetime.datetime(2023, 3, 24, 18, 28, 40),
        datetime.datetime(2023, 3, 24, 18, 29),
        datetime.datetime(2023, 3, 24, 18, 29, 20),
        datetime.datetime(2023, 3, 24, 18, 29, 40),
        datetime.datetime(2023, 3, 24, 18, 30),
        datetime.datetime(2023, 3, 24, 18, 30, 20),
        datetime.datetime(2023, 3, 24, 18, 30, 40),
        datetime.datetime(2023, 3, 24, 18, 31),
        datetime.datetime(2023, 3, 24, 18, 31, 20),
        datetime.datetime(2023, 3, 24, 18, 31, 40),
        datetime.datetime(2023, 3, 24, 18, 32),
        datetime.datetime(2023, 3, 24, 18, 32, 20),
        datetime.datetime(2023, 3, 24, 18, 32, 40),
        datetime.datetime(2023, 3, 24, 18, 33),
        datetime.datetime(2023, 3, 24, 18, 33, 20),
        datetime.datetime(2023, 3, 24, 18, 33, 40),
        datetime.datetime(2023, 3, 24, 18, 34),
        datetime.datetime(2023, 3, 24, 18, 34, 20),
        datetime.datetime(2023, 3, 24, 18, 34, 40),
        datetime.datetime(2023, 3, 24, 18, 35),
        datetime.datetime(2023, 3, 24, 18, 35, 20),
        datetime.datetime(2023, 3, 24, 18, 35, 40),
        datetime.datetime(2023, 3, 24, 18, 36),
        datetime.datetime(2023, 3, 24, 18, 36, 20),
        datetime.datetime(2023, 3, 24, 18, 36, 40),
        datetime.datetime(2023, 3, 24, 18, 37),
        datetime.datetime(2023, 3, 24, 18, 37, 20),
        datetime.datetime(2023, 3, 24, 18, 37, 40),
        datetime.datetime(2023, 3, 24, 18, 38),
        datetime.datetime(2023, 3, 24, 18, 38, 20),
        datetime.datetime(2023, 3, 24, 18, 38, 40),
        datetime.datetime(2023, 3, 24, 18, 39),
        datetime.datetime(2023, 3, 24, 18, 39, 20),
        datetime.datetime(2023, 3, 24, 18, 39, 40),
        datetime.datetime(2023, 3, 24, 18, 40),
        datetime.datetime(2023, 3, 24, 18, 40, 20),
        datetime.datetime(2023, 3, 24, 18, 40, 40),
        datetime.datetime(2023, 3, 24, 18, 41),
        datetime.datetime(2023, 3, 24, 18, 41, 20),
        datetime.datetime(2023, 3, 24, 18, 41, 40),
        datetime.datetime(2023, 3, 24, 18, 42),
        datetime.datetime(2023, 3, 24, 18, 42, 20),
        datetime.datetime(2023, 3, 24, 18, 42, 40),
        datetime.datetime(2023, 3, 24, 18, 43),
        datetime.datetime(2023, 3, 24, 18, 43, 20),
        datetime.datetime(2023, 3, 24, 18, 43, 40),
        datetime.datetime(2023, 3, 24, 18, 44),
        datetime.datetime(2023, 3, 24, 18, 44, 20),
        datetime.datetime(2023, 3, 24, 18, 44, 40),
        datetime.datetime(2023, 3, 24, 18, 45),
        datetime.datetime(2023, 3, 24, 18, 45, 20),
        datetime.datetime(2023, 3, 24, 18, 45, 40),
        datetime.datetime(2023, 3, 24, 18, 46),
        datetime.datetime(2023, 3, 24, 18, 46, 20),
        datetime.datetime(2023, 3, 24, 18, 46, 40),
        datetime.datetime(2023, 3, 24, 18, 47),
        datetime.datetime(2023, 3, 24, 18, 47, 20),
        datetime.datetime(2023, 3, 24, 18, 47, 40),
        datetime.datetime(2023, 3, 24, 18, 48),
        datetime.datetime(2023, 3, 24, 18, 48, 20),
        datetime.datetime(2023, 3, 24, 18, 48, 40),
        datetime.datetime(2023, 3, 24, 18, 49),
        datetime.datetime(2023, 3, 24, 18, 49, 20),
        datetime.datetime(2023, 3, 24, 18, 49, 40),
        datetime.datetime(2023, 3, 24, 18, 50),
        datetime.datetime(2023, 3, 24, 18, 50, 20),
        datetime.datetime(2023, 3, 24, 18, 50, 40),
        datetime.datetime(2023, 3, 24, 18, 51),
        datetime.datetime(2023, 3, 24, 18, 51, 20),
        datetime.datetime(2023, 3, 24, 18, 51, 40),
        datetime.datetime(2023, 3, 24, 18, 52),
        datetime.datetime(2023, 3, 24, 18, 52, 20),
        datetime.datetime(2023, 3, 24, 18, 52, 40),
        datetime.datetime(2023, 3, 24, 18, 53),
        datetime.datetime(2023, 3, 24, 18, 53, 20),
        datetime.datetime(2023, 3, 24, 18, 53, 40),
        datetime.datetime(2023, 3, 24, 18, 54),
        datetime.datetime(2023, 3, 24, 18, 54, 20),
        datetime.datetime(2023, 3, 24, 18, 54, 40),
        datetime.datetime(2023, 3, 24, 18, 55),
        datetime.datetime(2023, 3, 24, 18, 55, 20),
        datetime.datetime(2023, 3, 24, 18, 55, 40),
        datetime.datetime(2023, 3, 24, 18, 56),
        datetime.datetime(2023, 3, 24, 18, 56, 20),
        datetime.datetime(2023, 3, 24, 18, 56, 40),
        datetime.datetime(2023, 3, 24, 18, 57),
        datetime.datetime(2023, 3, 24, 18, 57, 20),
        datetime.datetime(2023, 3, 24, 18, 57, 40),
        datetime.datetime(2023, 3, 24, 18, 58),
        datetime.datetime(2023, 3, 24, 18, 58, 20),
        datetime.datetime(2023, 3, 24, 18, 58, 40),
        datetime.datetime(2023, 3, 24, 18, 59),
        datetime.datetime(2023, 3, 24, 18, 59, 20),
        datetime.datetime(2023, 3, 24, 18, 59, 40),
        datetime.datetime(2023, 3, 24, 19, 0),
        datetime.datetime(2023, 3, 24, 19, 0, 20),
        datetime.datetime(2023, 3, 24, 19, 0, 40),
        datetime.datetime(2023, 3, 24, 19, 1),
        datetime.datetime(2023, 3, 24, 19, 1, 20),
        datetime.datetime(2023, 3, 24, 19, 1, 40),
        datetime.datetime(2023, 3, 24, 19, 2),
        datetime.datetime(2023, 3, 24, 19, 2, 20),
        datetime.datetime(2023, 3, 24, 19, 2, 40),
        datetime.datetime(2023, 3, 24, 19, 3),
        datetime.datetime(2023, 3, 24, 19, 3, 20),
        datetime.datetime(2023, 3, 24, 19, 3, 40),
        datetime.datetime(2023, 3, 24, 19, 4),
        datetime.datetime(2023, 3, 24, 19, 4, 20),
        datetime.datetime(2023, 3, 24, 19, 4, 40),
        datetime.datetime(2023, 3, 24, 19, 5),
        datetime.datetime(2023, 3, 24, 19, 5, 20),
        datetime.datetime(2023, 3, 24, 19, 5, 40),
        datetime.datetime(2023, 3, 24, 19, 6),
        datetime.datetime(2023, 3, 24, 19, 6, 20),
        datetime.datetime(2023, 3, 24, 19, 6, 40),
        datetime.datetime(2023, 3, 24, 19, 7),
        datetime.datetime(2023, 3, 24, 19, 7, 20),
        datetime.datetime(2023, 3, 24, 19, 7, 40),
        datetime.datetime(2023, 3, 24, 19, 8),
        datetime.datetime(2023, 3, 24, 19, 8, 20),
        datetime.datetime(2023, 3, 24, 19, 8, 40),
        datetime.datetime(2023, 3, 24, 19, 9),
        datetime.datetime(2023, 3, 24, 19, 9, 20),
        datetime.datetime(2023, 3, 24, 19, 9, 40),
        datetime.datetime(2023, 3, 24, 19, 10),
        datetime.datetime(2023, 3, 24, 19, 10, 20),
        datetime.datetime(2023, 3, 24, 19, 10, 40),
        datetime.datetime(2023, 3, 24, 19, 11),
        datetime.datetime(2023, 3, 24, 19, 11, 20),
        datetime.datetime(2023, 3, 24, 19, 11, 40),
        datetime.datetime(2023, 3, 24, 19, 12),
        datetime.datetime(2023, 3, 24, 19, 12, 20),
        datetime.datetime(2023, 3, 24, 19, 12, 40),
        datetime.datetime(2023, 3, 24, 19, 13),
        datetime.datetime(2023, 3, 24, 19, 13, 20),
        datetime.datetime(2023, 3, 24, 19, 13, 40),
        datetime.datetime(2023, 3, 24, 19, 14),
        datetime.datetime(2023, 3, 24, 19, 14, 20),
        datetime.datetime(2023, 3, 24, 19, 14, 40),
        datetime.datetime(2023, 3, 24, 19, 15),
        datetime.datetime(2023, 3, 24, 19, 15, 20),
        datetime.datetime(2023, 3, 24, 19, 15, 40),
        datetime.datetime(2023, 3, 24, 19, 16),
        datetime.datetime(2023, 3, 24, 19, 16, 20),
        datetime.datetime(2023, 3, 24, 19, 16, 40),
        datetime.datetime(2023, 3, 24, 19, 17),
        datetime.datetime(2023, 3, 24, 19, 17, 20),
        datetime.datetime(2023, 3, 24, 19, 17, 40),
        datetime.datetime(2023, 3, 24, 19, 18),
        datetime.datetime(2023, 3, 24, 19, 18, 20),
        datetime.datetime(2023, 3, 24, 19, 18, 40),
        datetime.datetime(2023, 3, 24, 19, 19),
        datetime.datetime(2023, 3, 24, 19, 19, 20),
        datetime.datetime(2023, 3, 24, 19, 19, 40),
        datetime.datetime(2023, 3, 24, 19, 20),
        datetime.datetime(2023, 3, 24, 19, 20, 20),
        datetime.datetime(2023, 3, 24, 19, 20, 40),
        datetime.datetime(2023, 3, 24, 19, 21),
        datetime.datetime(2023, 3, 24, 19, 21, 20),
        datetime.datetime(2023, 3, 24, 19, 21, 40),
        datetime.datetime(2023, 3, 24, 19, 22),
        datetime.datetime(2023, 3, 24, 19, 22, 20),
        datetime.datetime(2023, 3, 24, 19, 22, 40),
        datetime.datetime(2023, 3, 24, 19, 23),
        datetime.datetime(2023, 3, 24, 19, 23, 20),
        datetime.datetime(2023, 3, 24, 19, 23, 40),
        datetime.datetime(2023, 3, 24, 19, 24),
        datetime.datetime(2023, 3, 24, 19, 24, 20),
        datetime.datetime(2023, 3, 24, 19, 24, 40),
        datetime.datetime(2023, 3, 24, 19, 25),
        datetime.datetime(2023, 3, 24, 19, 25, 20),
        datetime.datetime(2023, 3, 24, 19, 25, 40),
        datetime.datetime(2023, 3, 24, 19, 26),
        datetime.datetime(2023, 3, 24, 19, 26, 20),
        datetime.datetime(2023, 3, 24, 19, 26, 40),
        datetime.datetime(2023, 3, 24, 19, 27),
        datetime.datetime(2023, 3, 24, 19, 27, 20),
        datetime.datetime(2023, 3, 24, 19, 27, 40),
        datetime.datetime(2023, 3, 24, 19, 28),
        datetime.datetime(2023, 3, 24, 19, 28, 20),
        datetime.datetime(2023, 3, 24, 19, 28, 40),
        datetime.datetime(2023, 3, 24, 19, 29),
        datetime.datetime(2023, 3, 24, 19, 29, 20),
        datetime.datetime(2023, 3, 24, 19, 29, 40),
        datetime.datetime(2023, 3, 24, 19, 30),
        datetime.datetime(2023, 3, 24, 19, 30, 20),
        datetime.datetime(2023, 3, 24, 19, 30, 40),
        datetime.datetime(2023, 3, 24, 19, 31),
        datetime.datetime(2023, 3, 24, 19, 31, 20),
        datetime.datetime(2023, 3, 24, 19, 31, 40),
        datetime.datetime(2023, 3, 24, 19, 32),
        datetime.datetime(2023, 3, 24, 19, 32, 20),
        datetime.datetime(2023, 3, 24, 19, 32, 40),
        datetime.datetime(2023, 3, 24, 19, 33),
        datetime.datetime(2023, 3, 24, 19, 33, 20),
        datetime.datetime(2023, 3, 24, 19, 33, 40),
        datetime.datetime(2023, 3, 24, 19, 34),
        datetime.datetime(2023, 3, 24, 19, 34, 20),
        datetime.datetime(2023, 3, 24, 19, 34, 40),
        datetime.datetime(2023, 3, 24, 19, 35),
        datetime.datetime(2023, 3, 24, 19, 35, 20),
        datetime.datetime(2023, 3, 24, 19, 35, 40),
        datetime.datetime(2023, 3, 24, 19, 36),
        datetime.datetime(2023, 3, 24, 19, 36, 20),
        datetime.datetime(2023, 3, 24, 19, 36, 40),
        datetime.datetime(2023, 3, 24, 19, 37),
        datetime.datetime(2023, 3, 24, 19, 37, 20),
        datetime.datetime(2023, 3, 24, 19, 37, 40),
        datetime.datetime(2023, 3, 24, 19, 38),
        datetime.datetime(2023, 3, 24, 19, 38, 20),
        datetime.datetime(2023, 3, 24, 19, 38, 40),
        datetime.datetime(2023, 3, 24, 19, 39),
        datetime.datetime(2023, 3, 24, 19, 39, 20),
        datetime.datetime(2023, 3, 24, 19, 39, 40),
        datetime.datetime(2023, 3, 24, 19, 40),
        datetime.datetime(2023, 3, 24, 19, 40, 20),
        datetime.datetime(2023, 3, 24, 19, 40, 40),
        datetime.datetime(2023, 3, 24, 19, 41),
        datetime.datetime(2023, 3, 24, 19, 41, 20),
        datetime.datetime(2023, 3, 24, 19, 41, 40),
        datetime.datetime(2023, 3, 24, 19, 42),
        datetime.datetime(2023, 3, 24, 19, 42, 20),
        datetime.datetime(2023, 3, 24, 19, 42, 40),
        datetime.datetime(2023, 3, 24, 19, 43),
        datetime.datetime(2023, 3, 24, 19, 43, 20),
        datetime.datetime(2023, 3, 24, 19, 43, 40),
        datetime.datetime(2023, 3, 24, 19, 44),
        datetime.datetime(2023, 3, 24, 19, 44, 20),
        datetime.datetime(2023, 3, 24, 19, 44, 40),
        datetime.datetime(2023, 3, 24, 19, 45),
        datetime.datetime(2023, 3, 24, 19, 45, 20),
        datetime.datetime(2023, 3, 24, 19, 45, 40),
        datetime.datetime(2023, 3, 24, 19, 46),
        datetime.datetime(2023, 3, 24, 19, 46, 20),
        datetime.datetime(2023, 3, 24, 19, 46, 40),
        datetime.datetime(2023, 3, 24, 19, 47),
        datetime.datetime(2023, 3, 24, 19, 47, 20),
        datetime.datetime(2023, 3, 24, 19, 47, 40),
        datetime.datetime(2023, 3, 24, 19, 48),
        datetime.datetime(2023, 3, 24, 19, 48, 20),
        datetime.datetime(2023, 3, 24, 19, 48, 40),
        datetime.datetime(2023, 3, 24, 19, 49),
        datetime.datetime(2023, 3, 24, 19, 49, 20),
        datetime.datetime(2023, 3, 24, 19, 49, 40),
        datetime.datetime(2023, 3, 24, 19, 50),
        datetime.datetime(2023, 3, 24, 19, 50, 20),
        datetime.datetime(2023, 3, 24, 19, 50, 40),
        datetime.datetime(2023, 3, 24, 19, 51),
        datetime.datetime(2023, 3, 24, 19, 51, 20),
        datetime.datetime(2023, 3, 24, 19, 51, 40),
        datetime.datetime(2023, 3, 24, 19, 52),
        datetime.datetime(2023, 3, 24, 19, 52, 20),
        datetime.datetime(2023, 3, 24, 19, 52, 40),
        datetime.datetime(2023, 3, 24, 19, 53),
        datetime.datetime(2023, 3, 24, 19, 53, 20),
        datetime.datetime(2023, 3, 24, 19, 53, 40),
        datetime.datetime(2023, 3, 24, 19, 54),
        datetime.datetime(2023, 3, 24, 19, 54, 20),
        datetime.datetime(2023, 3, 24, 19, 54, 40),
        datetime.datetime(2023, 3, 24, 19, 55),
        datetime.datetime(2023, 3, 24, 19, 55, 20),
        datetime.datetime(2023, 3, 24, 19, 55, 40),
        datetime.datetime(2023, 3, 24, 19, 56),
        datetime.datetime(2023, 3, 24, 19, 56, 20),
        datetime.datetime(2023, 3, 24, 19, 56, 40),
        datetime.datetime(2023, 3, 24, 19, 57),
        datetime.datetime(2023, 3, 24, 19, 57, 20),
        datetime.datetime(2023, 3, 24, 19, 57, 40),
        datetime.datetime(2023, 3, 24, 19, 58),
        datetime.datetime(2023, 3, 24, 19, 58, 20),
        datetime.datetime(2023, 3, 24, 19, 58, 40),
        datetime.datetime(2023, 3, 24, 19, 59),
        datetime.datetime(2023, 3, 24, 19, 59, 20),
        datetime.datetime(2023, 3, 24, 19, 59, 40),
        datetime.datetime(2023, 3, 24, 20, 0),
        datetime.datetime(2023, 3, 24, 20, 0, 20),
        datetime.datetime(2023, 3, 24, 20, 0, 40),
        datetime.datetime(2023, 3, 24, 20, 1),
        datetime.datetime(2023, 3, 24, 20, 1, 20),
        datetime.datetime(2023, 3, 24, 20, 1, 40),
        datetime.datetime(2023, 3, 24, 20, 2),
        datetime.datetime(2023, 3, 24, 20, 2, 20),
        datetime.datetime(2023, 3, 24, 20, 2, 40),
        datetime.datetime(2023, 3, 24, 20, 3),
        datetime.datetime(2023, 3, 24, 20, 3, 20),
        datetime.datetime(2023, 3, 24, 20, 3, 40),
        datetime.datetime(2023, 3, 24, 20, 4),
        datetime.datetime(2023, 3, 24, 20, 4, 20),
        datetime.datetime(2023, 3, 24, 20, 4, 40),
        datetime.datetime(2023, 3, 24, 20, 5),
        datetime.datetime(2023, 3, 24, 20, 5, 20),
        datetime.datetime(2023, 3, 24, 20, 5, 40),
        datetime.datetime(2023, 3, 24, 20, 6),
        datetime.datetime(2023, 3, 24, 20, 6, 20),
        datetime.datetime(2023, 3, 24, 20, 6, 40),
        datetime.datetime(2023, 3, 24, 20, 7),
        datetime.datetime(2023, 3, 24, 20, 7, 20),
        datetime.datetime(2023, 3, 24, 20, 7, 40),
        datetime.datetime(2023, 3, 24, 20, 8),
        datetime.datetime(2023, 3, 24, 20, 8, 20),
        datetime.datetime(2023, 3, 24, 20, 8, 40),
        datetime.datetime(2023, 3, 24, 20, 9),
        datetime.datetime(2023, 3, 24, 20, 9, 20),
        datetime.datetime(2023, 3, 24, 20, 9, 40),
        datetime.datetime(2023, 3, 24, 20, 10),
        datetime.datetime(2023, 3, 24, 20, 10, 20),
        datetime.datetime(2023, 3, 24, 20, 10, 40),
        datetime.datetime(2023, 3, 24, 20, 11),
        datetime.datetime(2023, 3, 24, 20, 11, 20),
        datetime.datetime(2023, 3, 24, 20, 11, 40),
        datetime.datetime(2023, 3, 24, 20, 12),
        datetime.datetime(2023, 3, 24, 20, 12, 20),
        datetime.datetime(2023, 3, 24, 20, 12, 40),
        datetime.datetime(2023, 3, 24, 20, 13),
        datetime.datetime(2023, 3, 24, 20, 13, 20),
        datetime.datetime(2023, 3, 24, 20, 13, 40),
        datetime.datetime(2023, 3, 24, 20, 14),
        datetime.datetime(2023, 3, 24, 20, 14, 20),
        datetime.datetime(2023, 3, 24, 20, 14, 40),
        datetime.datetime(2023, 3, 24, 20, 15),
        datetime.datetime(2023, 3, 24, 20, 15, 20),
        datetime.datetime(2023, 3, 24, 20, 15, 40),
        datetime.datetime(2023, 3, 24, 20, 16),
        datetime.datetime(2023, 3, 24, 20, 16, 20),
        datetime.datetime(2023, 3, 24, 20, 16, 40),
        datetime.datetime(2023, 3, 24, 20, 17),
        datetime.datetime(2023, 3, 24, 20, 17, 20),
        datetime.datetime(2023, 3, 24, 20, 17, 40),
        datetime.datetime(2023, 3, 24, 20, 18),
        datetime.datetime(2023, 3, 24, 20, 18, 20),
        datetime.datetime(2023, 3, 24, 20, 18, 40),
        datetime.datetime(2023, 3, 24, 20, 19),
        datetime.datetime(2023, 3, 24, 20, 19, 20),
        datetime.datetime(2023, 3, 24, 20, 19, 40),
        datetime.datetime(2023, 3, 24, 20, 20),
        datetime.datetime(2023, 3, 24, 20, 20, 20),
        datetime.datetime(2023, 3, 24, 20, 20, 40),
        datetime.datetime(2023, 3, 24, 20, 21),
        datetime.datetime(2023, 3, 24, 20, 21, 20),
        datetime.datetime(2023, 3, 24, 20, 21, 40),
        datetime.datetime(2023, 3, 24, 20, 22),
        datetime.datetime(2023, 3, 24, 20, 22, 20),
        datetime.datetime(2023, 3, 24, 20, 22, 40),
        datetime.datetime(2023, 3, 24, 20, 23),
        datetime.datetime(2023, 3, 24, 20, 23, 20),
        datetime.datetime(2023, 3, 24, 20, 23, 40),
        datetime.datetime(2023, 3, 24, 20, 24),
        datetime.datetime(2023, 3, 24, 20, 24, 20),
        datetime.datetime(2023, 3, 24, 20, 24, 40),
        datetime.datetime(2023, 3, 24, 20, 25),
        datetime.datetime(2023, 3, 24, 20, 25, 20),
        datetime.datetime(2023, 3, 24, 20, 25, 40),
        datetime.datetime(2023, 3, 24, 20, 26),
        datetime.datetime(2023, 3, 24, 20, 26, 20),
        datetime.datetime(2023, 3, 24, 20, 26, 40),
        datetime.datetime(2023, 3, 24, 20, 27),
        datetime.datetime(2023, 3, 24, 20, 27, 20),
        datetime.datetime(2023, 3, 24, 20, 27, 40),
        datetime.datetime(2023, 3, 24, 20, 28),
        datetime.datetime(2023, 3, 24, 20, 28, 20),
        datetime.datetime(2023, 3, 24, 20, 28, 40),
        datetime.datetime(2023, 3, 24, 20, 29),
        datetime.datetime(2023, 3, 24, 20, 29, 20),
        datetime.datetime(2023, 3, 24, 20, 29, 40),
        datetime.datetime(2023, 3, 24, 20, 30),
        datetime.datetime(2023, 3, 24, 20, 30, 20),
        datetime.datetime(2023, 3, 24, 20, 30, 40),
        datetime.datetime(2023, 3, 24, 20, 31),
        datetime.datetime(2023, 3, 24, 20, 31, 20),
        datetime.datetime(2023, 3, 24, 20, 31, 40),
        datetime.datetime(2023, 3, 24, 20, 32),
        datetime.datetime(2023, 3, 24, 20, 32, 20),
        datetime.datetime(2023, 3, 24, 20, 32, 40),
        datetime.datetime(2023, 3, 24, 20, 33),
        datetime.datetime(2023, 3, 24, 20, 33, 20),
        datetime.datetime(2023, 3, 24, 20, 33, 40),
        datetime.datetime(2023, 3, 24, 20, 34),
        datetime.datetime(2023, 3, 24, 20, 34, 20),
        datetime.datetime(2023, 3, 24, 20, 34, 40),
        datetime.datetime(2023, 3, 24, 20, 35),
        datetime.datetime(2023, 3, 24, 20, 35, 20),
        datetime.datetime(2023, 3, 24, 20, 35, 40),
        datetime.datetime(2023, 3, 24, 20, 36),
        datetime.datetime(2023, 3, 24, 20, 36, 20),
        datetime.datetime(2023, 3, 24, 20, 36, 40),
        datetime.datetime(2023, 3, 24, 20, 37),
        datetime.datetime(2023, 3, 24, 20, 37, 20),
        datetime.datetime(2023, 3, 24, 20, 37, 40),
        datetime.datetime(2023, 3, 24, 20, 38),
        datetime.datetime(2023, 3, 24, 20, 38, 20),
        datetime.datetime(2023, 3, 24, 20, 38, 40),
        datetime.datetime(2023, 3, 24, 20, 39),
        datetime.datetime(2023, 3, 24, 20, 39, 20),
        datetime.datetime(2023, 3, 24, 20, 39, 40),
        datetime.datetime(2023, 3, 24, 20, 40),
        datetime.datetime(2023, 3, 24, 20, 40, 20),
        datetime.datetime(2023, 3, 24, 20, 40, 40),
        datetime.datetime(2023, 3, 24, 20, 41),
        datetime.datetime(2023, 3, 24, 20, 41, 20),
        datetime.datetime(2023, 3, 24, 20, 41, 40),
        datetime.datetime(2023, 3, 24, 20, 42),
        datetime.datetime(2023, 3, 24, 20, 42, 20),
        datetime.datetime(2023, 3, 24, 20, 42, 40),
        datetime.datetime(2023, 3, 24, 20, 43),
        datetime.datetime(2023, 3, 24, 20, 43, 20),
        datetime.datetime(2023, 3, 24, 20, 43, 40),
        datetime.datetime(2023, 3, 24, 20, 44),
        datetime.datetime(2023, 3, 24, 20, 44, 20),
        datetime.datetime(2023, 3, 24, 20, 44, 40),
        datetime.datetime(2023, 3, 24, 20, 45),
        datetime.datetime(2023, 3, 24, 20, 45, 20),
        datetime.datetime(2023, 3, 24, 20, 45, 40),
        datetime.datetime(2023, 3, 24, 20, 46),
        datetime.datetime(2023, 3, 24, 20, 46, 20),
        datetime.datetime(2023, 3, 24, 20, 46, 40),
        datetime.datetime(2023, 3, 24, 20, 47),
        datetime.datetime(2023, 3, 24, 20, 47, 20),
        datetime.datetime(2023, 3, 24, 20, 47, 40),
        datetime.datetime(2023, 3, 24, 20, 48),
        datetime.datetime(2023, 3, 24, 20, 48, 20),
        datetime.datetime(2023, 3, 24, 20, 48, 40),
        datetime.datetime(2023, 3, 24, 20, 49),
        datetime.datetime(2023, 3, 24, 20, 49, 20),
        datetime.datetime(2023, 3, 24, 20, 49, 40),
        datetime.datetime(2023, 3, 24, 20, 50),
        datetime.datetime(2023, 3, 24, 20, 50, 20),
        datetime.datetime(2023, 3, 24, 20, 50, 40),
        datetime.datetime(2023, 3, 24, 20, 51),
        datetime.datetime(2023, 3, 24, 20, 51, 20),
        datetime.datetime(2023, 3, 24, 20, 51, 40),
        datetime.datetime(2023, 3, 24, 20, 52),
        datetime.datetime(2023, 3, 24, 20, 52, 20),
        datetime.datetime(2023, 3, 24, 20, 52, 40),
        datetime.datetime(2023, 3, 24, 20, 53),
        datetime.datetime(2023, 3, 24, 20, 53, 20),
        datetime.datetime(2023, 3, 24, 20, 53, 40),
        datetime.datetime(2023, 3, 24, 20, 54),
        datetime.datetime(2023, 3, 24, 20, 54, 20),
        datetime.datetime(2023, 3, 24, 20, 54, 40),
        datetime.datetime(2023, 3, 24, 20, 55),
        datetime.datetime(2023, 3, 24, 20, 55, 20),
        datetime.datetime(2023, 3, 24, 20, 55, 40),
        datetime.datetime(2023, 3, 24, 20, 56),
        datetime.datetime(2023, 3, 24, 20, 56, 20),
        datetime.datetime(2023, 3, 24, 20, 56, 40),
        datetime.datetime(2023, 3, 24, 20, 57),
        datetime.datetime(2023, 3, 24, 20, 57, 20),
        datetime.datetime(2023, 3, 24, 20, 57, 40),
        datetime.datetime(2023, 3, 24, 20, 58),
        datetime.datetime(2023, 3, 24, 20, 58, 20),
        datetime.datetime(2023, 3, 24, 20, 58, 40),
        datetime.datetime(2023, 3, 24, 20, 59),
        datetime.datetime(2023, 3, 24, 20, 59, 20)
    ],
    'trades': [
        98,
        60,
        98,
        18,
        39,
        13,
        77,
        63,
        14,
        38,
        21,
        137,
        111,
        53,
        136,
        84,
        97,
        99,
        64,
        73,
        32,
        169,
        47,
        68,
        76,
        50,
        69,
        63,
        43,
        28,
        30,
        29,
        18,
        18,
        14,
        20,
        96,
        134,
        16,
        33,
        27,
        16,
        37,
        35,
        46,
        11,
        26,
        12,
        123,
        12,
        40,
        38,
        27,
        7,
        18,
        29,
        31,
        78,
        41,
        24,
        65,
        18,
        4,
        16,
        21,
        18,
        92,
        10,
        24,
        47,
        26,
        69,
        52,
        30,
        19,
        4,
        103,
        34,
        31,
        26,
        35,
        101,
        11,
        76,
        70,
        127,
        36,
        128,
        91,
        33,
        23,
        86,
        55,
        134,
        71,
        103,
        110,
        41,
        95,
        411,
        81,
        64,
        94,
        178,
        203,
        647,
        80,
        90,
        80,
        69,
        85,
        134,
        61,
        11,
        105,
        18,
        91,
        116,
        55,
        62,
        30,
        76,
        130,
        85,
        64,
        58,
        34,
        38,
        23,
        122,
        100,
        28,
        102,
        142,
        79,
        196,
        225,
        37,
        74,
        43,
        27,
        41,
        75,
        90,
        46,
        259,
        46,
        73,
        29,
        47,
        38,
        77,
        38,
        42,
        233,
        107,
        68,
        72,
        129,
        80,
        62,
        58,
        131,
        127,
        60,
        178,
        24,
        24,
        55,
        42,
        43,
        55,
        158,
        54,
        41,
        57,
        48,
        67,
        54,
        87,
        90,
        26,
        34,
        40,
        56,
        32,
        45,
        60,
        48,
        28,
        9,
        53,
        47,
        240,
        86,
        139,
        68,
        20,
        77,
        30,
        9,
        283,
        47,
        34,
        196,
        104,
        13,
        63,
        82,
        143,
        34,
        32,
        46,
        16,
        90,
        62,
        48,
        33,
        101,
        42,
        34,
        47,
        459,
        181,
        42,
        34,
        69,
        114,
        57,
        9,
        4,
        60,
        71,
        223,
        75,
        56,
        5,
        44,
        6,
        46,
        12,
        275,
        138,
        150,
        246,
        58,
        152,
        50,
        66,
        28,
        40,
        132,
        24,
        9,
        41,
        18,
        57,
        48,
        37,
        10,
        126,
        221,
        148,
        6,
        30,
        48,
        26,
        161,
        139,
        34,
        28,
        12,
        40,
        29,
        21,
        216,
        50,
        41,
        51,
        21,
        21,
        245,
        39,
        39,
        34,
        24,
        58,
        18,
        6,
        16,
        9,
        90,
        60,
        22,
        48,
        26,
        52,
        37,
        53,
        14,
        34,
        37,
        33,
        169,
        199,
        79,
        83,
        88,
        22,
        76,
        33,
        62,
        118,
        68,
        36,
        34,
        43,
        17,
        134,
        17,
        23,
        77,
        30,
        87,
        25,
        40,
        64,
        112,
        18,
        16,
        105,
        10,
        73,
        105,
        46,
        25,
        79,
        143,
        82,
        86,
        24,
        49,
        31,
        40,
        22,
        28,
        42,
        39,
        61,
        17,
        41,
        35,
        16,
        3,
        42,
        8,
        51,
        74,
        13,
        60,
        65,
        52,
        22,
        168,
        36,
        110,
        144,
        63,
        68,
        39,
        15,
        24,
        33,
        53,
        65,
        39,
        160,
        24,
        35,
        129,
        54,
        27,
        125,
        18,
        54,
        20,
        17,
        147,
        29,
        53,
        31,
        16,
        56,
        59,
        29,
        11,
        79,
        22,
        81,
        44,
        72,
        34,
        49,
        30,
        30,
        34,
        36,
        22,
        20,
        52,
        38,
        145,
        71,
        49,
        73,
        91,
        93,
        48,
        53,
        51,
        10,
        68,
        60,
        242,
        19,
        85,
        37,
        41,
        71,
        71,
        69,
        28,
        88,
        32,
        61,
        47,
        62,
        90,
        58,
        66,
        29,
        34,
        9,
        35,
        142,
        84,
        10,
        79,
        44,
        50,
        184,
        44,
        127,
        65,
        76,
        85,
        30,
        92,
        13,
        69,
        52,
        37,
        27,
        54,
        31,
        58,
        37,
        91,
        26,
        116,
        259,
        95,
        49,
        70,
        84,
        100,
        69,
        21,
        48,
        45,
        59,
        60,
        116,
        60,
        46,
        33,
        32,
        69,
        15,
        80,
        59,
        48,
        43,
        112,
        64,
        152,
        43,
        51,
        192,
        139,
        36,
        117,
        41,
        74,
        61,
        20,
        81,
        98,
        116,
        100,
        170,
        41,
        60,
        104,
        55,
        116,
        179,
        122,
        61,
        154,
        98,
        42,
        112,
        231,
        121,
        128,
        76,
        126,
        172,
        161,
        188,
        249,
        83,
        72,
        164,
        210,
        204,
        148,
        66,
        152,
        166,
        133,
        171,
        131,
        152,
        205,
        112,
        171,
        298,
        309,
        168,
        127,
        215,
        208,
        145,
        310,
        364,
        157,
        636,
        240
    ],
    'resolution': [
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20,
        20
    ],
    'confirmed': [
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1
    ],
    'vwap': [
        42.58062874084018,
        42.58636246786633,
        42.565100374641176,
        42.57884615384615,
        42.575094907407404,
        42.57164028144239,
        42.573630977217725,
        42.60981528264133,
        42.591657223796034,
        42.58449756606397,
        42.58922635605007,
        42.57760564667185,
        42.57756275868273,
        42.57421884352927,
        42.57849143741575,
        42.5788706511439,
        42.5762892170521,
        42.54941201670773,
        42.53805817688987,
        42.53390514713867,
        42.51189728598239,
        42.51799097166354,
        42.53074572008899,
        42.52082523381625,
        42.521462768306684,
        42.509105305116684,
        42.5097633071007,
        42.46680490065596,
        42.444560976863755,
        42.4603182374541,
        42.453914597105594,
        42.443508582920344,
        42.453116828055485,
        42.46090252608457,
        42.461841919020074,
        42.45544667027612,
        42.4697860974971,
        42.492984699804026,
        42.51324337272437,
        42.51630986280093,
        42.5193197980931,
        42.49713007736944,
        42.5014554374489,
        42.48033142614361,
        42.472902947342455,
        42.470087075735385,
        42.480278223649,
        42.478126490473265,
        42.45012012625325,
        42.44529688418577,
        42.45671768963957,
        42.45044205495818,
        42.4493600120084,
        42.442027538247565,
        42.42134679020516,
        42.40235542495479,
        42.37559168085106,
        42.37046450791855,
        42.39233536265657,
        42.387215601300106,
        42.39760358361775,
        42.399465199161426,
        42.395,
        42.39112181693049,
        42.39005511328843,
        42.371222093360394,
        42.401365870967744,
        42.3982967279247,
        42.39965606720597,
        42.40281337047354,
        42.411164234709716,
        42.40369971816552,
        42.41518956720619,
        42.43211814051032,
        42.41958571428572,
        42.41419729206963,
        42.41570807351493,
        42.394558392632895,
        42.38367257861635,
        42.39212571428571,
        42.39644807178312,
        42.39708528784648,
        42.40288695652173,
        42.42901167085241,
        42.4585991691173,
        42.48976366686402,
        42.49539755411865,
        42.54568497502972,
        42.57962741131081,
        42.57549188066464,
        42.55643525741029,
        42.55485600072681,
        42.55795379856949,
        42.56695744102469,
        42.5900326098409,
        42.61561839321358,
        42.66261949390816,
        42.670270681130546,
        42.69251111605158,
        42.80818646616542,
        42.8109040738511,
        42.778424066990596,
        42.758726832453895,
        42.765398586017284,
        42.753339874310626,
        42.743644299270684,
        42.706618742029704,
        42.698755725681934,
        42.70265055046912,
        42.74542194458437,
        42.750922212939756,
        42.737969290277206,
        42.743182162708436,
        42.73449350121852,
        42.733464468091185,
        42.726143087790106,
        42.71676564896138,
        42.71945479327579,
        42.75187653891978,
        42.78397268624811,
        42.80806689342404,
        42.818135144166504,
        42.83800603891747,
        42.850911444598935,
        42.86920111796902,
        42.840931293943505,
        42.83161879709938,
        42.85320181146026,
        42.86805433204632,
        42.88607933999738,
        42.89684408123499,
        42.925791262135924,
        42.92971893083494,
        42.94891014838036,
        42.97711770952137,
        43.00666505184525,
        43.025598999822584,
        43.021538146021335,
        43.01063329745246,
        43.041964688975575,
        43.04121467009827,
        43.04696816923685,
        43.09245874713522,
        43.101861164340264,
        43.071869259215084,
        43.06220910047221,
        43.00632496442366,
        42.98587056464723,
        43.013901397168404,
        42.99649677088672,
        43.005247428019665,
        43.00834363906281,
        43.01515876229034,
        43.013886666666664,
        43.01914611215573,
        43.040590207695814,
        43.03976371408216,
        43.02702898718692,
        43.00729945649953,
        43.01064514082721,
        43.023804651162784,
        43.0202415982485,
        43.00650460844344,
        43.00633272158621,
        43.001893854988,
        42.9542331057173,
        42.95451612903226,
        42.94823834808259,
        42.94996523533007,
        42.924034969737725,
        42.94917843733238,
        42.96162334615746,
        42.952929174523895,
        42.91145677498467,
        42.87785902339081,
        42.87887154172885,
        42.89410306873977,
        42.880043687963095,
        42.873328033056424,
        42.91908437644879,
        42.91651336088153,
        42.90911842105263,
        42.917640873750464,
        42.91751022701731,
        42.942817992599444,
        42.93891740733911,
        42.945933466844686,
        42.95144310105383,
        42.94271022727273,
        42.919060606060604,
        42.92166666666667,
        42.910522388059704,
        42.92542918959481,
        42.91596436159939,
        42.91004946043166,
        42.91562183389878,
        42.912540660630455,
        42.89961754999029,
        42.911385380537915,
        42.90989753241322,
        42.91258022093635,
        42.944656675998296,
        42.92874464628564,
        42.928993286267996,
        42.935102192808785,
        42.93180096243233,
        42.91314581791266,
        42.917018879415345,
        42.90520903911565,
        42.92798665090002,
        42.907551457000714,
        42.90164551010813,
        42.89969362745098,
        42.914066623404715,
        42.910572584373554,
        42.894122050186866,
        42.905478495476906,
        42.88097147470399,
        42.850443636862316,
        42.8239829728486,
        42.80539215949275,
        42.81679646017699,
        42.7901113519298,
        42.794726729671886,
        42.814913409431576,
        42.84766595744681,
        42.883853793298194,
        42.91502889297198,
        42.91188704143574,
        42.897666666666666,
        42.895038338658146,
        42.90876536435469,
        42.91246909768432,
        42.919783476221596,
        42.917928475703576,
        42.903109429784074,
        42.909,
        42.907676056338026,
        42.9154,
        42.91937785723246,
        42.916640436406524,
        42.921713575002094,
        42.925667510002356,
        42.93766210281582,
        42.97284908834167,
        42.98481915127528,
        42.96205073839663,
        42.98298352124892,
        43.02609252291365,
        43.03671582654634,
        43.048424423866884,
        43.00181049137771,
        42.972721556886235,
        42.97022727272727,
        42.98824581037567,
        42.988024662633784,
        42.98359336553358,
        42.982519487142135,
        42.96278316326531,
        42.967971428571424,
        42.97059209068882,
        42.9907645340751,
        42.97525842251288,
        42.970332778702165,
        42.96639951164538,
        42.99262560927563,
        43.01470588235294,
        43.036055397019524,
        43.02585656020818,
        42.97200081241538,
        42.95916761041902,
        42.962844031830244,
        42.976543368839984,
        42.99906204556471,
        42.997500892538376,
        42.947994078822276,
        42.957485411860496,
        42.976252720150875,
        42.97731945348081,
        42.958139287612966,
        42.97039671682627,
        42.9437494473754,
        42.94814159876679,
        42.939226603575186,
        42.92898806079921,
        42.91552083333333,
        42.907180876399146,
        42.91886363636364,
        42.92090838307812,
        42.92802417235943,
        42.931666666666665,
        42.92075168481079,
        42.94753829016987,
        42.954039735099336,
        42.93992256690188,
        42.950679430305854,
        42.9661206842337,
        42.96163397770565,
        42.949389995637624,
        42.94779751588677,
        42.950961410897605,
        42.964012241329065,
        42.96970540351964,
        43.005803657257886,
        43.060641101709315,
        43.05285039446771,
        43.07032204533949,
        43.03550277019118,
        43.03644403669725,
        43.00745069393719,
        42.99029987239473,
        42.9959494949495,
        43.02048433916284,
        43.02629805704837,
        43.01424332634521,
        43.02169366197183,
        43.035142857142866,
        43.05538721198157,
        43.06132097740088,
        43.07261215886399,
        43.048240477544056,
        43.031673512895175,
        43.03779659514098,
        43.04243185851927,
        43.02688787822535,
        43.013902652652654,
        43.001208094848735,
        42.96803525623533,
        42.96888547743322,
        42.99350108078898,
        42.99412612301313,
        42.98897972972973,
        42.997696906979414,
        42.99876726174128,
        43.00726157205241,
        43.00954241585985,
        43.02284882853305,
        43.08125496934169,
        43.0771299930732,
        43.09273867355728,
        43.046896000000004,
        43.03616460976882,
        43.02996712586099,
        43.00763247683755,
        43.02291666666667,
        43.04104668674698,
        43.029770186113105,
        43.00312784390244,
        42.97834886283373,
        42.96823257604929,
        42.99168656582633,
        42.99054043839758,
        42.97220930232558,
        42.982,
        42.975639050791,
        42.9521342357586,
        42.951361407954174,
        42.939148775879715,
        42.919744169857296,
        42.90874870428675,
        42.912310026124416,
        42.91428101960784,
        42.9092822589846,
        42.89667952403479,
        42.893557418538435,
        42.87178947904467,
        42.878115275467266,
        42.8771961756736,
        42.907431183730225,
        42.93794622210623,
        42.940519210799586,
        42.93237671232877,
        42.912991463125444,
        42.88059301496792,
        42.88665436367033,
        42.89891193222783,
        42.89025321350762,
        42.879519263769716,
        42.86625888840517,
        42.84200724337986,
        42.85480216070223,
        42.854165035877365,
        42.83501328716379,
        42.83511428571429,
        42.83873150251222,
        42.849754440913905,
        42.851396462413135,
        42.856223809327794,
        42.86738886198547,
        42.85087165067814,
        42.86718776430787,
        42.86160324925182,
        42.87917539320615,
        42.891688761138255,
        42.88429077528667,
        42.883927260083446,
        42.86820606145447,
        42.86050858963702,
        42.88306611143022,
        42.864901960784316,
        42.84407437762525,
        42.838936696043504,
        42.8481803180318,
        42.828644705882354,
        42.839376802814144,
        42.83582264613231,
        42.82070363744782,
        42.80711565306646,
        42.807039084090015,
        42.818176470588234,
        42.81050026348147,
        42.79876671267672,
        42.7883082637123,
        42.786078814082764,
        42.801191355683876,
        42.809174394835935,
        42.81791647425897,
        42.81945197880444,
        42.818978843355964,
        42.78750548926014,
        42.7746556972789,
        42.77721799580272,
        42.783314818449455,
        42.745293192935904,
        42.752783321454025,
        42.74827992277992,
        42.75509210194297,
        42.77599448857189,
        42.77369144228206,
        42.782054689886955,
        42.79430208477309,
        42.76999441340782,
        42.7842743630155,
        42.7917781708694,
        42.82698880976602,
        42.82922763368556,
        42.81808823529412,
        42.8489300273636,
        42.87101952054795,
        42.849718659495245,
        42.8482078012639,
        42.84765674920128,
        42.841937859007835,
        42.84893405600723,
        42.871210954683555,
        42.893244770193924,
        42.91689473684211,
        42.94399672497209,
        42.9466473420458,
        42.95830740075803,
        42.956254712613266,
        42.955979088532786,
        42.925831507890386,
        42.91090975699109,
        42.91624627834186,
        42.9083693653397,
        42.88382098533283,
        42.87709569623501,
        42.875344827586204,
        42.882200661709525,
        42.88932812648034,
        42.885392247540565,
        42.89638812319538,
        42.86662911162912,
        42.853199027072755,
        42.85922548268239,
        42.87384354765849,
        42.89907706469429,
        42.92775254034669,
        42.947193422140565,
        42.96224301675977,
        42.95966400042099,
        42.9507427923118,
        42.976931635502154,
        42.9987199232019,
        42.97061332718468,
        42.967917505840646,
        42.97002487562189,
        42.975982157607795,
        42.97972428198433,
        42.952426054705604,
        42.946777777777775,
        42.90528313166051,
        42.91261560616209,
        42.91440502298096,
        42.92010652524787,
        42.920741887613765,
        42.90431000109063,
        42.895194252261845,
        42.906869266055054,
        42.93026502426279,
        42.934077858311895,
        42.93099162249957,
        42.94075219811426,
        42.951204733306184,
        42.98212980583547,
        42.99991379310345,
        42.99249695458834,
        42.97131138102928,
        42.9325837090164,
        42.92976228408519,
        42.93965172748716,
        42.93919398480591,
        42.94851668726823,
        42.94885740626921,
        42.955021930062344,
        42.93846850364281,
        42.91476091812265,
        42.90869660919239,
        42.90829542852782,
        42.92364596045887,
        42.95162017632605,
        42.965911660053756,
        42.94816138055946,
        42.955226445152476,
        42.955993457890195,
        42.97321844484628,
        42.979820907171955,
        42.9724111366043,
        42.96048441212426,
        42.94544381269578,
        42.91827795751864,
        42.91944681472011,
        42.94223563326777,
        42.93413809354193,
        42.90328607621294,
        42.884883549217335,
        42.91345067327955,
        42.92116555155672,
        42.92140958375407,
        42.96103999515211,
        42.94985476427219,
        42.97873174617223,
        42.98648568818008,
        42.97137110059587,
        42.99869321203896,
        43.01986890377301,
        43.00304299278546,
        43.00616402937222,
        42.98871194100855,
        42.99711701148417,
        42.98486605691057,
        42.99983283777773,
        43.00460944683735,
        42.99736634304207,
        42.9867220221825,
        42.98630189279465,
        42.96289886487739,
        42.95730372623792,
        42.98116334146691,
        43.00825427908326,
        43.024093138837365,
        43.04980042560937,
        43.06064796210956,
        43.06420386458957,
        43.079310720770295,
        43.084700446317875,
        43.06710934278882,
        43.07499485504648,
        43.09709357400994
    ],
    'updated': [
        1679676800.329386,
        1679676821.025511,
        1679676842.899138,
        1679676861.826048,
        1679676880.532825,
        1679676900.603899,
        1679676923.40219,
        1679676940.422805,
        1679676960.350973,
        1679676980.178789,
        1679677002.604528,
        1679677020.021431,
        1679677040.572479,
        1679677068.165043,
        1679677081.495364,
        1679677103.681904,
        1679677120.245909,
        1679677140.312355,
        1679677162.308657,
        1679677181.252638,
        1679677201.702018,
        1679677220.8607,
        1679677243.747484,
        1679677260.930135,
        1679677281.625353,
        1679677300.173475,
        1679677320.194751,
        1679677341.654045,
        1679677360.127333,
        1679677383.465231,
        1679677400.871489,
        1679677420.331994,
        1679677440.665884,
        1679677464.026612,
        1679677483.391805,
        1679677501.931638,
        1679677527.765732,
        1679677543.236625,
        1679677560.06452,
        1679677580.044537,
        1679677600.036865,
        1679677620.040943,
        1679677641.266146,
        1679677662.265757,
        1679677680.242121,
        1679677700.10525,
        1679677727.263934,
        1679677741.006291,
        1679677760.762844,
        1679677780.857157,
        1679677801.492153,
        1679677820.397384,
        1679677845.523915,
        1679677866.248098,
        1679677880.605262,
        1679677904.338753,
        1679677920.254197,
        1679677940.227111,
        1679677960.183425,
        1679677981.041285,
        1679678000.734011,
        1679678020.230668,
        1679678041.604296,
        1679678060.580631,
        1679678084.714532,
        1679678101.732806,
        1679678120.036988,
        1679678140.075236,
        1679678160.132555,
        1679678180.051683,
        1679678200.02009,
        1679678222.039268,
        1679678240.629841,
        1679678260.230088,
        1679678281.294136,
        1679678303.152602,
        1679678321.378964,
        1679678342.448276,
        1679678363.816024,
        1679678380.203098,
        1679678400.329031,
        1679678421.366229,
        1679678442.208123,
        1679678460.046583,
        1679678480.126306,
        1679678501.412652,
        1679678520.127872,
        1679678542.833501,
        1679678562.561943,
        1679678581.071769,
        1679678604.66133,
        1679678623.210856,
        1679678640.860332,
        1679678660.543273,
        1679678680.136185,
        1679678700.203531,
        1679678720.616389,
        1679678742.838563,
        1679678760.047235,
        1679678780.451355,
        1679678800.512764,
        1679678820.178239,
        1679678840.332213,
        1679678860.288685,
        1679678880.766235,
        1679678901.02987,
        1679678921.403716,
        1679678941.145548,
        1679678961.10902,
        1679678980.406017,
        1679679000.120084,
        1679679020.559843,
        1679679044.329271,
        1679679060.501922,
        1679679084.231422,
        1679679101.148233,
        1679679123.092057,
        1679679142.072403,
        1679679160.991614,
        1679679185.422946,
        1679679200.381158,
        1679679220.719911,
        1679679240.071595,
        1679679260.2938,
        1679679280.349891,
        1679679300.024424,
        1679679321.445145,
        1679679340.918523,
        1679679360.236762,
        1679679380.732731,
        1679679400.863196,
        1679679420.130542,
        1679679444.003343,
        1679679461.869427,
        1679679483.307765,
        1679679500.266627,
        1679679521.450071,
        1679679541.368357,
        1679679560.269252,
        1679679580.072081,
        1679679600.466013,
        1679679621.29384,
        1679679640.598216,
        1679679660.136618,
        1679679680.570746,
        1679679700.076916,
        1679679720.446114,
        1679679741.578881,
        1679679762.035356,
        1679679780.036627,
        1679679800.333929,
        1679679822.691246,
        1679679843.966441,
        1679679861.188147,
        1679679882.037075,
        1679679900.178634,
        1679679921.904538,
        1679679940.157818,
        1679679960.626699,
        1679679980.557646,
        1679680001.540357,
        1679680021.683043,
        1679680040.522616,
        1679680060.082231,
        1679680080.030516,
        1679680106.085904,
        1679680120.021335,
        1679680142.114082,
        1679680163.48972,
        1679680181.497044,
        1679680201.488898,
        1679680220.007721,
        1679680240.359132,
        1679680261.85612,
        1679680280.327879,
        1679680300.207526,
        1679680320.441838,
        1679680340.074195,
        1679680360.324104,
        1679680380.468562,
        1679680403.942089,
        1679680421.705737,
        1679680440.648145,
        1679680460.485657,
        1679680480.137539,
        1679680501.321861,
        1679680520.80058,
        1679680542.075591,
        1679680562.094816,
        1679680580.310169,
        1679680601.413088,
        1679680623.533428,
        1679680641.775984,
        1679680660.599935,
        1679680683.053194,
        1679680700.189054,
        1679680722.418,
        1679680744.799419,
        1679680760.566667,
        1679680780.482885,
        1679680801.529274,
        1679680821.846799,
        1679680842.246152,
        1679680863.909894,
        1679680881.555366,
        1679680900.386548,
        1679680922.033643,
        1679680940.829594,
        1679680960.598678,
        1679680984.794774,
        1679681002.570832,
        1679681025.247056,
        1679681041.06705,
        1679681063.04117,
        1679681082.300575,
        1679681102.7621,
        1679681122.401158,
        1679681142.841576,
        1679681162.728937,
        1679681182.350591,
        1679681201.047589,
        1679681220.236334,
        1679681242.066412,
        1679681264.971231,
        1679681283.083555,
        1679681301.20206,
        1679681320.82375,
        1679681340.011063,
        1679681360.982988,
        1679681380.528594,
        1679681405.153521,
        1679681420.773845,
        1679681440.030366,
        1679681463.331071,
        1679681480.084021,
        1679681512.159335,
        1679681527.151459,
        1679681541.135648,
        1679681565.565865,
        1679681580.415859,
        1679681601.106553,
        1679681620.110126,
        1679681640.652527,
        1679681660.850893,
        1679681680.07566,
        1679681701.05716,
        1679681720.794166,
        1679681740.018127,
        1679681760.008868,
        1679681780.595127,
        1679681802.95236,
        1679681821.429858,
        1679681849.709523,
        1679681860.050212,
        1679681883.043894,
        1679681901.553888,
        1679681921.879084,
        1679681940.873581,
        1679681961.046565,
        1679681983.773081,
        1679682002.203458,
        1679682020.151217,
        1679682040.126071,
        1679682060.054696,
        1679682080.229102,
        1679682100.904282,
        1679682120.190666,
        1679682140.668828,
        1679682160.060354,
        1679682182.513653,
        1679682201.537879,
        1679682223.10958,
        1679682244.900351,
        1679682261.179917,
        1679682280.247506,
        1679682300.545346,
        1679682321.043553,
        1679682341.852254,
        1679682360.57692,
        1679682380.667901,
        1679682400.560683,
        1679682423.676367,
        1679682440.165007,
        1679682460.699649,
        1679682480.755284,
        1679682507.657182,
        1679682523.625847,
        1679682543.308205,
        1679682564.049327,
        1679682583.233254,
        1679682600.445878,
        1679682622.38317,
        1679682641.487859,
        1679682660.313987,
        1679682682.523339,
        1679682700.510758,
        1679682722.235451,
        1679682743.000431,
        1679682764.717894,
        1679682780.435254,
        1679682802.799336,
        1679682821.927646,
        1679682843.084281,
        1679682861.470279,
        1679682880.946721,
        1679682901.275992,
        1679682920.569136,
        1679682940.577375,
        1679682960.524952,
        1679682980.935274,
        1679683002.793061,
        1679683021.040239,
        1679683045.371565,
        1679683061.365378,
        1679683080.882889,
        1679683105.712161,
        1679683122.192909,
        1679683141.446131,
        1679683160.90429,
        1679683183.440222,
        1679683200.952696,
        1679683222.703213,
        1679683241.307022,
        1679683261.16303,
        1679683282.890492,
        1679683300.338119,
        1679683320.081666,
        1679683342.554795,
        1679683364.441124,
        1679683380.001613,
        1679683401.780331,
        1679683420.590347,
        1679683442.602348,
        1679683461.23397,
        1679683484.875804,
        1679683500.133914,
        1679683520.056723,
        1679683540.52322,
        1679683561.709364,
        1679683586.546439,
        1679683603.620096,
        1679683621.466364,
        1679683643.172881,
        1679683661.231568,
        1679683680.037695,
        1679683700.417934,
        1679683720.743521,
        1679683740.402753,
        1679683763.269551,
        1679683790.073039,
        1679683800.018366,
        1679683820.5256,
        1679683842.230205,
        1679683867.213693,
        1679683882.772437,
        1679683902.499888,
        1679683921.057351,
        1679683944.178649,
        1679683960.229655,
        1679683981.406495,
        1679684000.616588,
        1679684020.46906,
        1679684040.454727,
        1679684063.776853,
        1679684083.397852,
        1679684100.213291,
        1679684121.002611,
        1679684140.229608,
        1679684160.884528,
        1679684180.056353,
        1679684200.392141,
        1679684221.735995,
        1679684242.414874,
        1679684260.125327,
        1679684281.830083,
        1679684300.12822,
        1679684321.765675,
        1679684340.172379,
        1679684360.924135,
        1679684380.414154,
        1679684400.429104,
        1679684421.406585,
        1679684442.637403,
        1679684460.627377,
        1679684482.538443,
        1679684501.870489,
        1679684521.182726,
        1679684541.589229,
        1679684560.587847,
        1679684580.478008,
        1679684608.706389,
        1679684620.106922,
        1679684643.903696,
        1679684661.684457,
        1679684683.650717,
        1679684700.386846,
        1679684720.132275,
        1679684741.154633,
        1679684760.037625,
        1679684780.595876,
        1679684802.130502,
        1679684820.01505,
        1679684840.099434,
        1679684860.320349,
        1679684880.491518,
        1679684900.227833,
        1679684923.415464,
        1679684940.141658,
        1679684960.768481,
        1679684983.512337,
        1679685000.433063,
        1679685020.104393,
        1679685041.251273,
        1679685060.8781,
        1679685080.770919,
        1679685100.809125,
        1679685120.964985,
        1679685141.401465,
        1679685164.011686,
        1679685182.030602,
        1679685202.672757,
        1679685222.320111,
        1679685241.456216,
        1679685260.868329,
        1679685280.487031,
        1679685300.245929,
        1679685320.01298,
        1679685340.142395,
        1679685364.12322,
        1679685380.343706,
        1679685404.375502,
        1679685423.902025,
        1679685444.282721,
        1679685463.016237,
        1679685481.510791,
        1679685501.890166,
        1679685520.274269,
        1679685540.316239,
        1679685561.068932,
        1679685583.865693,
        1679685601.336033,
        1679685620.888153,
        1679685641.30688,
        1679685660.541352,
        1679685682.595189,
        1679685706.078152,
        1679685722.284673,
        1679685741.004449,
        1679685760.330621,
        1679685782.581327,
        1679685801.220335,
        1679685820.068105,
        1679685840.01783,
        1679685860.703142,
        1679685881.450315,
        1679685900.02277,
        1679685923.954996,
        1679685941.142936,
        1679685960.611891,
        1679685981.066948,
        1679686000.12813,
        1679686020.757897,
        1679686040.959358,
        1679686060.994071,
        1679686080.321991,
        1679686103.683689,
        1679686120.849337,
        1679686140.158669,
        1679686160.063303,
        1679686180.041996,
        1679686200.025429,
        1679686221.607478,
        1679686240.278958,
        1679686260.155906,
        1679686284.168943,
        1679686300.018488,
        1679686320.073877,
        1679686341.282937,
        1679686362.425006,
        1679686380.610348,
        1679686408.447552,
        1679686420.487127,
        1679686440.087876,
        1679686461.880757,
        1679686480.873689,
        1679686500.10759,
        1679686523.282379,
        1679686540.526247,
        1679686561.84025,
        1679686580.0618,
        1679686602.065936,
        1679686620.094346,
        1679686640.119056,
        1679686663.626869,
        1679686680.160919,
        1679686700.458443,
        1679686720.210931,
        1679686740.061358,
        1679686760.220406,
        1679686785.472426,
        1679686801.972145,
        1679686820.445656,
        1679686840.33836,
        1679686866.120776,
        1679686882.090672,
        1679686900.752403,
        1679686920.241766,
        1679686940.604994,
        1679686960.003602,
        1679686980.172489,
        1679687000.26793,
        1679687020.60944,
        1679687040.540363,
        1679687061.819103,
        1679687080.112892,
        1679687100.696682,
        1679687120.047463,
        1679687140.330117,
        1679687160.325097,
        1679687180.018283,
        1679687201.315794,
        1679687220.070466,
        1679687240.045142,
        1679687262.821478,
        1679687280.423959,
        1679687304.994231,
        1679687320.014787,
        1679687340.338693,
        1679687360.90411,
        1679687381.842074,
        1679687400.011989,
        1679687421.645445,
        1679687441.207576,
        1679687460.80665,
        1679687480.461681,
        1679687500.023352,
        1679687520.002455,
        1679687540.674148,
        1679687560.264327,
        1679687581.026716,
        1679687600.117394,
        1679687620.370373,
        1679687640.340052,
        1679687660.400334,
        1679687680.426111,
        1679687700.04957,
        1679687720.114909,
        1679687740.02159,
        1679687760.017926,
        1679687780.478572,
        1679687800.336298,
        1679687820.559732,
        1679687840.087597,
        1679687860.188424,
        1679687880.010716,
        1679687900.045599,
        1679687920.264224,
        1679687940.168262,
        1679687960.107601,
        1679687980.802365
    ],
    'index': [
        1,
        2,
        3,
        4,
        5,
        6,
        7,
        8,
        9,
        10,
        11,
        12,
        13,
        14,
        15,
        16,
        17,
        18,
        19,
        20,
        21,
        22,
        23,
        24,
        25,
        26,
        27,
        28,
        29,
        30,
        31,
        32,
        33,
        34,
        35,
        36,
        37,
        38,
        39,
        40,
        41,
        42,
        43,
        44,
        45,
        46,
        47,
        48,
        49,
        50,
        51,
        52,
        53,
        54,
        55,
        56,
        57,
        58,
        59,
        60,
        61,
        62,
        63,
        64,
        65,
        66,
        67,
        68,
        69,
        70,
        71,
        72,
        73,
        74,
        75,
        76,
        77,
        78,
        79,
        80,
        81,
        82,
        83,
        84,
        85,
        86,
        87,
        88,
        89,
        90,
        91,
        92,
        93,
        94,
        95,
        96,
        97,
        98,
        99,
        100,
        101,
        102,
        103,
        104,
        105,
        106,
        107,
        108,
        109,
        110,
        111,
        112,
        113,
        114,
        115,
        116,
        117,
        118,
        119,
        120,
        121,
        122,
        123,
        124,
        125,
        126,
        127,
        128,
        129,
        130,
        131,
        132,
        133,
        134,
        135,
        136,
        137,
        138,
        139,
        140,
        141,
        142,
        143,
        144,
        145,
        146,
        147,
        148,
        149,
        150,
        151,
        152,
        153,
        154,
        155,
        156,
        157,
        158,
        159,
        160,
        161,
        162,
        163,
        164,
        165,
        166,
        167,
        168,
        169,
        170,
        171,
        172,
        173,
        174,
        175,
        176,
        177,
        178,
        179,
        180,
        181,
        182,
        183,
        184,
        185,
        186,
        187,
        188,
        189,
        190,
        191,
        192,
        193,
        194,
        195,
        196,
        197,
        198,
        199,
        200,
        201,
        202,
        203,
        204,
        205,
        206,
        207,
        208,
        209,
        210,
        211,
        212,
        213,
        214,
        215,
        216,
        217,
        218,
        219,
        220,
        221,
        222,
        223,
        224,
        225,
        226,
        227,
        228,
        229,
        230,
        231,
        232,
        233,
        234,
        235,
        236,
        237,
        238,
        239,
        240,
        241,
        242,
        243,
        244,
        245,
        246,
        247,
        248,
        249,
        250,
        251,
        252,
        253,
        254,
        255,
        256,
        257,
        258,
        259,
        260,
        261,
        262,
        263,
        264,
        265,
        266,
        267,
        268,
        269,
        270,
        271,
        272,
        273,
        274,
        275,
        276,
        277,
        278,
        279,
        280,
        281,
        282,
        283,
        284,
        285,
        286,
        287,
        288,
        289,
        290,
        291,
        292,
        293,
        294,
        295,
        296,
        297,
        298,
        299,
        300,
        301,
        302,
        303,
        304,
        305,
        306,
        307,
        308,
        309,
        310,
        311,
        312,
        313,
        314,
        315,
        316,
        317,
        318,
        319,
        320,
        321,
        322,
        323,
        324,
        325,
        326,
        327,
        328,
        329,
        330,
        331,
        332,
        333,
        334,
        335,
        336,
        337,
        338,
        339,
        340,
        341,
        342,
        343,
        344,
        345,
        346,
        347,
        348,
        349,
        350,
        351,
        352,
        353,
        354,
        355,
        356,
        357,
        358,
        359,
        360,
        361,
        362,
        363,
        364,
        365,
        366,
        367,
        368,
        369,
        370,
        371,
        372,
        373,
        374,
        375,
        376,
        377,
        378,
        379,
        380,
        381,
        382,
        383,
        384,
        385,
        386,
        387,
        388,
        389,
        390,
        391,
        392,
        393,
        394,
        395,
        396,
        397,
        398,
        399,
        400,
        401,
        402,
        403,
        404,
        405,
        406,
        407,
        408,
        409,
        410,
        411,
        412,
        413,
        414,
        415,
        416,
        417,
        418,
        419,
        420,
        421,
        422,
        423,
        424,
        425,
        426,
        427,
        428,
        429,
        430,
        431,
        432,
        433,
        434,
        435,
        436,
        437,
        438,
        439,
        440,
        441,
        442,
        443,
        444,
        445,
        446,
        447,
        448,
        449,
        450,
        451,
        452,
        453,
        454,
        455,
        456,
        457,
        458,
        459,
        460,
        461,
        462,
        463,
        464,
        465,
        466,
        467,
        468,
        469,
        470,
        471,
        472,
        473,
        474,
        475,
        476,
        477,
        478,
        479,
        480,
        481,
        482,
        483,
        484,
        485,
        486,
        487,
        488,
        489,
        490,
        491,
        492,
        493,
        494,
        495,
        496,
        497,
        498,
        499,
        500,
        501,
        502,
        503,
        504,
        505,
        506,
        507,
        508,
        509,
        510,
        511,
        512,
        513,
        514,
        515,
        516,
        517,
        518,
        519,
        520,
        521,
        522,
        523,
        524,
        525,
        526,
        527,
        528,
        529,
        530,
        531,
        532,
        533,
        534,
        535,
        536,
        537,
        538,
        539,
        540,
        541,
        542,
        543,
        544,
        545,
        546,
        547,
        548,
        549,
        550,
        551,
        552,
        553,
        554,
        555,
        556,
        557,
        558,
        559,
        560
    ]
}
    indicators = {
    'time': [
        datetime.datetime(2023, 3, 24, 17, 53),
        datetime.datetime(2023, 3, 24, 17, 53, 20),
        datetime.datetime(2023, 3, 24, 17, 53, 40),
        datetime.datetime(2023, 3, 24, 17, 54),
        datetime.datetime(2023, 3, 24, 17, 54, 20),
        datetime.datetime(2023, 3, 24, 17, 54, 40),
        datetime.datetime(2023, 3, 24, 17, 55),
        datetime.datetime(2023, 3, 24, 17, 55, 20),
        datetime.datetime(2023, 3, 24, 17, 55, 40),
        datetime.datetime(2023, 3, 24, 17, 56),
        datetime.datetime(2023, 3, 24, 17, 56, 20),
        datetime.datetime(2023, 3, 24, 17, 56, 40),
        datetime.datetime(2023, 3, 24, 17, 57),
        datetime.datetime(2023, 3, 24, 17, 57, 20),
        datetime.datetime(2023, 3, 24, 17, 57, 40),
        datetime.datetime(2023, 3, 24, 17, 58),
        datetime.datetime(2023, 3, 24, 17, 58, 20),
        datetime.datetime(2023, 3, 24, 17, 58, 40),
        datetime.datetime(2023, 3, 24, 17, 59),
        datetime.datetime(2023, 3, 24, 17, 59, 20),
        datetime.datetime(2023, 3, 24, 17, 59, 40),
        datetime.datetime(2023, 3, 24, 18, 0),
        datetime.datetime(2023, 3, 24, 18, 0, 20),
        datetime.datetime(2023, 3, 24, 18, 0, 40),
        datetime.datetime(2023, 3, 24, 18, 1),
        datetime.datetime(2023, 3, 24, 18, 1, 20),
        datetime.datetime(2023, 3, 24, 18, 1, 40),
        datetime.datetime(2023, 3, 24, 18, 2),
        datetime.datetime(2023, 3, 24, 18, 2, 20),
        datetime.datetime(2023, 3, 24, 18, 2, 40),
        datetime.datetime(2023, 3, 24, 18, 3),
        datetime.datetime(2023, 3, 24, 18, 3, 20),
        datetime.datetime(2023, 3, 24, 18, 3, 40),
        datetime.datetime(2023, 3, 24, 18, 4),
        datetime.datetime(2023, 3, 24, 18, 4, 20),
        datetime.datetime(2023, 3, 24, 18, 4, 40),
        datetime.datetime(2023, 3, 24, 18, 5),
        datetime.datetime(2023, 3, 24, 18, 5, 20),
        datetime.datetime(2023, 3, 24, 18, 5, 40),
        datetime.datetime(2023, 3, 24, 18, 6),
        datetime.datetime(2023, 3, 24, 18, 6, 20),
        datetime.datetime(2023, 3, 24, 18, 6, 40),
        datetime.datetime(2023, 3, 24, 18, 7),
        datetime.datetime(2023, 3, 24, 18, 7, 20),
        datetime.datetime(2023, 3, 24, 18, 7, 40),
        datetime.datetime(2023, 3, 24, 18, 8),
        datetime.datetime(2023, 3, 24, 18, 8, 20),
        datetime.datetime(2023, 3, 24, 18, 8, 40),
        datetime.datetime(2023, 3, 24, 18, 9),
        datetime.datetime(2023, 3, 24, 18, 9, 20),
        datetime.datetime(2023, 3, 24, 18, 9, 40),
        datetime.datetime(2023, 3, 24, 18, 10),
        datetime.datetime(2023, 3, 24, 18, 10, 20),
        datetime.datetime(2023, 3, 24, 18, 10, 40),
        datetime.datetime(2023, 3, 24, 18, 11),
        datetime.datetime(2023, 3, 24, 18, 11, 20),
        datetime.datetime(2023, 3, 24, 18, 11, 40),
        datetime.datetime(2023, 3, 24, 18, 12),
        datetime.datetime(2023, 3, 24, 18, 12, 20),
        datetime.datetime(2023, 3, 24, 18, 12, 40),
        datetime.datetime(2023, 3, 24, 18, 13),
        datetime.datetime(2023, 3, 24, 18, 13, 20),
        datetime.datetime(2023, 3, 24, 18, 13, 40),
        datetime.datetime(2023, 3, 24, 18, 14),
        datetime.datetime(2023, 3, 24, 18, 14, 20),
        datetime.datetime(2023, 3, 24, 18, 14, 40),
        datetime.datetime(2023, 3, 24, 18, 15),
        datetime.datetime(2023, 3, 24, 18, 15, 20),
        datetime.datetime(2023, 3, 24, 18, 15, 40),
        datetime.datetime(2023, 3, 24, 18, 16),
        datetime.datetime(2023, 3, 24, 18, 16, 20),
        datetime.datetime(2023, 3, 24, 18, 16, 40),
        datetime.datetime(2023, 3, 24, 18, 17),
        datetime.datetime(2023, 3, 24, 18, 17, 20),
        datetime.datetime(2023, 3, 24, 18, 17, 40),
        datetime.datetime(2023, 3, 24, 18, 18),
        datetime.datetime(2023, 3, 24, 18, 18, 20),
        datetime.datetime(2023, 3, 24, 18, 18, 40),
        datetime.datetime(2023, 3, 24, 18, 19),
        datetime.datetime(2023, 3, 24, 18, 19, 20),
        datetime.datetime(2023, 3, 24, 18, 19, 40),
        datetime.datetime(2023, 3, 24, 18, 20),
        datetime.datetime(2023, 3, 24, 18, 20, 20),
        datetime.datetime(2023, 3, 24, 18, 20, 40),
        datetime.datetime(2023, 3, 24, 18, 21),
        datetime.datetime(2023, 3, 24, 18, 21, 20),
        datetime.datetime(2023, 3, 24, 18, 21, 40),
        datetime.datetime(2023, 3, 24, 18, 22),
        datetime.datetime(2023, 3, 24, 18, 22, 20),
        datetime.datetime(2023, 3, 24, 18, 22, 40),
        datetime.datetime(2023, 3, 24, 18, 23),
        datetime.datetime(2023, 3, 24, 18, 23, 20),
        datetime.datetime(2023, 3, 24, 18, 23, 40),
        datetime.datetime(2023, 3, 24, 18, 24),
        datetime.datetime(2023, 3, 24, 18, 24, 20),
        datetime.datetime(2023, 3, 24, 18, 24, 40),
        datetime.datetime(2023, 3, 24, 18, 25),
        datetime.datetime(2023, 3, 24, 18, 25, 20),
        datetime.datetime(2023, 3, 24, 18, 25, 40),
        datetime.datetime(2023, 3, 24, 18, 26),
        datetime.datetime(2023, 3, 24, 18, 26, 20),
        datetime.datetime(2023, 3, 24, 18, 26, 40),
        datetime.datetime(2023, 3, 24, 18, 27),
        datetime.datetime(2023, 3, 24, 18, 27, 20),
        datetime.datetime(2023, 3, 24, 18, 27, 40),
        datetime.datetime(2023, 3, 24, 18, 28),
        datetime.datetime(2023, 3, 24, 18, 28, 20),
        datetime.datetime(2023, 3, 24, 18, 28, 40),
        datetime.datetime(2023, 3, 24, 18, 29),
        datetime.datetime(2023, 3, 24, 18, 29, 20),
        datetime.datetime(2023, 3, 24, 18, 29, 40),
        datetime.datetime(2023, 3, 24, 18, 30),
        datetime.datetime(2023, 3, 24, 18, 30, 20),
        datetime.datetime(2023, 3, 24, 18, 30, 40),
        datetime.datetime(2023, 3, 24, 18, 31),
        datetime.datetime(2023, 3, 24, 18, 31, 20),
        datetime.datetime(2023, 3, 24, 18, 31, 40),
        datetime.datetime(2023, 3, 24, 18, 32),
        datetime.datetime(2023, 3, 24, 18, 32, 20),
        datetime.datetime(2023, 3, 24, 18, 32, 40),
        datetime.datetime(2023, 3, 24, 18, 33),
        datetime.datetime(2023, 3, 24, 18, 33, 20),
        datetime.datetime(2023, 3, 24, 18, 33, 40),
        datetime.datetime(2023, 3, 24, 18, 34),
        datetime.datetime(2023, 3, 24, 18, 34, 20),
        datetime.datetime(2023, 3, 24, 18, 34, 40),
        datetime.datetime(2023, 3, 24, 18, 35),
        datetime.datetime(2023, 3, 24, 18, 35, 20),
        datetime.datetime(2023, 3, 24, 18, 35, 40),
        datetime.datetime(2023, 3, 24, 18, 36),
        datetime.datetime(2023, 3, 24, 18, 36, 20),
        datetime.datetime(2023, 3, 24, 18, 36, 40),
        datetime.datetime(2023, 3, 24, 18, 37),
        datetime.datetime(2023, 3, 24, 18, 37, 20),
        datetime.datetime(2023, 3, 24, 18, 37, 40),
        datetime.datetime(2023, 3, 24, 18, 38),
        datetime.datetime(2023, 3, 24, 18, 38, 20),
        datetime.datetime(2023, 3, 24, 18, 38, 40),
        datetime.datetime(2023, 3, 24, 18, 39),
        datetime.datetime(2023, 3, 24, 18, 39, 20),
        datetime.datetime(2023, 3, 24, 18, 39, 40),
        datetime.datetime(2023, 3, 24, 18, 40),
        datetime.datetime(2023, 3, 24, 18, 40, 20),
        datetime.datetime(2023, 3, 24, 18, 40, 40),
        datetime.datetime(2023, 3, 24, 18, 41),
        datetime.datetime(2023, 3, 24, 18, 41, 20),
        datetime.datetime(2023, 3, 24, 18, 41, 40),
        datetime.datetime(2023, 3, 24, 18, 42),
        datetime.datetime(2023, 3, 24, 18, 42, 20),
        datetime.datetime(2023, 3, 24, 18, 42, 40),
        datetime.datetime(2023, 3, 24, 18, 43),
        datetime.datetime(2023, 3, 24, 18, 43, 20),
        datetime.datetime(2023, 3, 24, 18, 43, 40),
        datetime.datetime(2023, 3, 24, 18, 44),
        datetime.datetime(2023, 3, 24, 18, 44, 20),
        datetime.datetime(2023, 3, 24, 18, 44, 40),
        datetime.datetime(2023, 3, 24, 18, 45),
        datetime.datetime(2023, 3, 24, 18, 45, 20),
        datetime.datetime(2023, 3, 24, 18, 45, 40),
        datetime.datetime(2023, 3, 24, 18, 46),
        datetime.datetime(2023, 3, 24, 18, 46, 20),
        datetime.datetime(2023, 3, 24, 18, 46, 40),
        datetime.datetime(2023, 3, 24, 18, 47),
        datetime.datetime(2023, 3, 24, 18, 47, 20),
        datetime.datetime(2023, 3, 24, 18, 47, 40),
        datetime.datetime(2023, 3, 24, 18, 48),
        datetime.datetime(2023, 3, 24, 18, 48, 20),
        datetime.datetime(2023, 3, 24, 18, 48, 40),
        datetime.datetime(2023, 3, 24, 18, 49),
        datetime.datetime(2023, 3, 24, 18, 49, 20),
        datetime.datetime(2023, 3, 24, 18, 49, 40),
        datetime.datetime(2023, 3, 24, 18, 50),
        datetime.datetime(2023, 3, 24, 18, 50, 20),
        datetime.datetime(2023, 3, 24, 18, 50, 40),
        datetime.datetime(2023, 3, 24, 18, 51),
        datetime.datetime(2023, 3, 24, 18, 51, 20),
        datetime.datetime(2023, 3, 24, 18, 51, 40),
        datetime.datetime(2023, 3, 24, 18, 52),
        datetime.datetime(2023, 3, 24, 18, 52, 20),
        datetime.datetime(2023, 3, 24, 18, 52, 40),
        datetime.datetime(2023, 3, 24, 18, 53),
        datetime.datetime(2023, 3, 24, 18, 53, 20),
        datetime.datetime(2023, 3, 24, 18, 53, 40),
        datetime.datetime(2023, 3, 24, 18, 54),
        datetime.datetime(2023, 3, 24, 18, 54, 20),
        datetime.datetime(2023, 3, 24, 18, 54, 40),
        datetime.datetime(2023, 3, 24, 18, 55),
        datetime.datetime(2023, 3, 24, 18, 55, 20),
        datetime.datetime(2023, 3, 24, 18, 55, 40),
        datetime.datetime(2023, 3, 24, 18, 56),
        datetime.datetime(2023, 3, 24, 18, 56, 20),
        datetime.datetime(2023, 3, 24, 18, 56, 40),
        datetime.datetime(2023, 3, 24, 18, 57),
        datetime.datetime(2023, 3, 24, 18, 57, 20),
        datetime.datetime(2023, 3, 24, 18, 57, 40),
        datetime.datetime(2023, 3, 24, 18, 58),
        datetime.datetime(2023, 3, 24, 18, 58, 20),
        datetime.datetime(2023, 3, 24, 18, 58, 40),
        datetime.datetime(2023, 3, 24, 18, 59),
        datetime.datetime(2023, 3, 24, 18, 59, 20),
        datetime.datetime(2023, 3, 24, 18, 59, 40),
        datetime.datetime(2023, 3, 24, 19, 0),
        datetime.datetime(2023, 3, 24, 19, 0, 20),
        datetime.datetime(2023, 3, 24, 19, 0, 40),
        datetime.datetime(2023, 3, 24, 19, 1),
        datetime.datetime(2023, 3, 24, 19, 1, 20),
        datetime.datetime(2023, 3, 24, 19, 1, 40),
        datetime.datetime(2023, 3, 24, 19, 2),
        datetime.datetime(2023, 3, 24, 19, 2, 20),
        datetime.datetime(2023, 3, 24, 19, 2, 40),
        datetime.datetime(2023, 3, 24, 19, 3),
        datetime.datetime(2023, 3, 24, 19, 3, 20),
        datetime.datetime(2023, 3, 24, 19, 3, 40),
        datetime.datetime(2023, 3, 24, 19, 4),
        datetime.datetime(2023, 3, 24, 19, 4, 20),
        datetime.datetime(2023, 3, 24, 19, 4, 40),
        datetime.datetime(2023, 3, 24, 19, 5),
        datetime.datetime(2023, 3, 24, 19, 5, 20),
        datetime.datetime(2023, 3, 24, 19, 5, 40),
        datetime.datetime(2023, 3, 24, 19, 6),
        datetime.datetime(2023, 3, 24, 19, 6, 20),
        datetime.datetime(2023, 3, 24, 19, 6, 40),
        datetime.datetime(2023, 3, 24, 19, 7),
        datetime.datetime(2023, 3, 24, 19, 7, 20),
        datetime.datetime(2023, 3, 24, 19, 7, 40),
        datetime.datetime(2023, 3, 24, 19, 8),
        datetime.datetime(2023, 3, 24, 19, 8, 20),
        datetime.datetime(2023, 3, 24, 19, 8, 40),
        datetime.datetime(2023, 3, 24, 19, 9),
        datetime.datetime(2023, 3, 24, 19, 9, 20),
        datetime.datetime(2023, 3, 24, 19, 9, 40),
        datetime.datetime(2023, 3, 24, 19, 10),
        datetime.datetime(2023, 3, 24, 19, 10, 20),
        datetime.datetime(2023, 3, 24, 19, 10, 40),
        datetime.datetime(2023, 3, 24, 19, 11),
        datetime.datetime(2023, 3, 24, 19, 11, 20),
        datetime.datetime(2023, 3, 24, 19, 11, 40),
        datetime.datetime(2023, 3, 24, 19, 12),
        datetime.datetime(2023, 3, 24, 19, 12, 20),
        datetime.datetime(2023, 3, 24, 19, 12, 40),
        datetime.datetime(2023, 3, 24, 19, 13),
        datetime.datetime(2023, 3, 24, 19, 13, 20),
        datetime.datetime(2023, 3, 24, 19, 13, 40),
        datetime.datetime(2023, 3, 24, 19, 14),
        datetime.datetime(2023, 3, 24, 19, 14, 20),
        datetime.datetime(2023, 3, 24, 19, 14, 40),
        datetime.datetime(2023, 3, 24, 19, 15),
        datetime.datetime(2023, 3, 24, 19, 15, 20),
        datetime.datetime(2023, 3, 24, 19, 15, 40),
        datetime.datetime(2023, 3, 24, 19, 16),
        datetime.datetime(2023, 3, 24, 19, 16, 20),
        datetime.datetime(2023, 3, 24, 19, 16, 40),
        datetime.datetime(2023, 3, 24, 19, 17),
        datetime.datetime(2023, 3, 24, 19, 17, 20),
        datetime.datetime(2023, 3, 24, 19, 17, 40),
        datetime.datetime(2023, 3, 24, 19, 18),
        datetime.datetime(2023, 3, 24, 19, 18, 20),
        datetime.datetime(2023, 3, 24, 19, 18, 40),
        datetime.datetime(2023, 3, 24, 19, 19),
        datetime.datetime(2023, 3, 24, 19, 19, 20),
        datetime.datetime(2023, 3, 24, 19, 19, 40),
        datetime.datetime(2023, 3, 24, 19, 20),
        datetime.datetime(2023, 3, 24, 19, 20, 20),
        datetime.datetime(2023, 3, 24, 19, 20, 40),
        datetime.datetime(2023, 3, 24, 19, 21),
        datetime.datetime(2023, 3, 24, 19, 21, 20),
        datetime.datetime(2023, 3, 24, 19, 21, 40),
        datetime.datetime(2023, 3, 24, 19, 22),
        datetime.datetime(2023, 3, 24, 19, 22, 20),
        datetime.datetime(2023, 3, 24, 19, 22, 40),
        datetime.datetime(2023, 3, 24, 19, 23),
        datetime.datetime(2023, 3, 24, 19, 23, 20),
        datetime.datetime(2023, 3, 24, 19, 23, 40),
        datetime.datetime(2023, 3, 24, 19, 24),
        datetime.datetime(2023, 3, 24, 19, 24, 20),
        datetime.datetime(2023, 3, 24, 19, 24, 40),
        datetime.datetime(2023, 3, 24, 19, 25),
        datetime.datetime(2023, 3, 24, 19, 25, 20),
        datetime.datetime(2023, 3, 24, 19, 25, 40),
        datetime.datetime(2023, 3, 24, 19, 26),
        datetime.datetime(2023, 3, 24, 19, 26, 20),
        datetime.datetime(2023, 3, 24, 19, 26, 40),
        datetime.datetime(2023, 3, 24, 19, 27),
        datetime.datetime(2023, 3, 24, 19, 27, 20),
        datetime.datetime(2023, 3, 24, 19, 27, 40),
        datetime.datetime(2023, 3, 24, 19, 28),
        datetime.datetime(2023, 3, 24, 19, 28, 20),
        datetime.datetime(2023, 3, 24, 19, 28, 40),
        datetime.datetime(2023, 3, 24, 19, 29),
        datetime.datetime(2023, 3, 24, 19, 29, 20),
        datetime.datetime(2023, 3, 24, 19, 29, 40),
        datetime.datetime(2023, 3, 24, 19, 30),
        datetime.datetime(2023, 3, 24, 19, 30, 20),
        datetime.datetime(2023, 3, 24, 19, 30, 40),
        datetime.datetime(2023, 3, 24, 19, 31),
        datetime.datetime(2023, 3, 24, 19, 31, 20),
        datetime.datetime(2023, 3, 24, 19, 31, 40),
        datetime.datetime(2023, 3, 24, 19, 32),
        datetime.datetime(2023, 3, 24, 19, 32, 20),
        datetime.datetime(2023, 3, 24, 19, 32, 40),
        datetime.datetime(2023, 3, 24, 19, 33),
        datetime.datetime(2023, 3, 24, 19, 33, 20),
        datetime.datetime(2023, 3, 24, 19, 33, 40),
        datetime.datetime(2023, 3, 24, 19, 34),
        datetime.datetime(2023, 3, 24, 19, 34, 20),
        datetime.datetime(2023, 3, 24, 19, 34, 40),
        datetime.datetime(2023, 3, 24, 19, 35),
        datetime.datetime(2023, 3, 24, 19, 35, 20),
        datetime.datetime(2023, 3, 24, 19, 35, 40),
        datetime.datetime(2023, 3, 24, 19, 36),
        datetime.datetime(2023, 3, 24, 19, 36, 20),
        datetime.datetime(2023, 3, 24, 19, 36, 40),
        datetime.datetime(2023, 3, 24, 19, 37),
        datetime.datetime(2023, 3, 24, 19, 37, 20),
        datetime.datetime(2023, 3, 24, 19, 37, 40),
        datetime.datetime(2023, 3, 24, 19, 38),
        datetime.datetime(2023, 3, 24, 19, 38, 20),
        datetime.datetime(2023, 3, 24, 19, 38, 40),
        datetime.datetime(2023, 3, 24, 19, 39),
        datetime.datetime(2023, 3, 24, 19, 39, 20),
        datetime.datetime(2023, 3, 24, 19, 39, 40),
        datetime.datetime(2023, 3, 24, 19, 40),
        datetime.datetime(2023, 3, 24, 19, 40, 20),
        datetime.datetime(2023, 3, 24, 19, 40, 40),
        datetime.datetime(2023, 3, 24, 19, 41),
        datetime.datetime(2023, 3, 24, 19, 41, 20),
        datetime.datetime(2023, 3, 24, 19, 41, 40),
        datetime.datetime(2023, 3, 24, 19, 42),
        datetime.datetime(2023, 3, 24, 19, 42, 20),
        datetime.datetime(2023, 3, 24, 19, 42, 40),
        datetime.datetime(2023, 3, 24, 19, 43),
        datetime.datetime(2023, 3, 24, 19, 43, 20),
        datetime.datetime(2023, 3, 24, 19, 43, 40),
        datetime.datetime(2023, 3, 24, 19, 44),
        datetime.datetime(2023, 3, 24, 19, 44, 20),
        datetime.datetime(2023, 3, 24, 19, 44, 40),
        datetime.datetime(2023, 3, 24, 19, 45),
        datetime.datetime(2023, 3, 24, 19, 45, 20),
        datetime.datetime(2023, 3, 24, 19, 45, 40),
        datetime.datetime(2023, 3, 24, 19, 46),
        datetime.datetime(2023, 3, 24, 19, 46, 20),
        datetime.datetime(2023, 3, 24, 19, 46, 40),
        datetime.datetime(2023, 3, 24, 19, 47),
        datetime.datetime(2023, 3, 24, 19, 47, 20),
        datetime.datetime(2023, 3, 24, 19, 47, 40),
        datetime.datetime(2023, 3, 24, 19, 48),
        datetime.datetime(2023, 3, 24, 19, 48, 20),
        datetime.datetime(2023, 3, 24, 19, 48, 40),
        datetime.datetime(2023, 3, 24, 19, 49),
        datetime.datetime(2023, 3, 24, 19, 49, 20),
        datetime.datetime(2023, 3, 24, 19, 49, 40),
        datetime.datetime(2023, 3, 24, 19, 50),
        datetime.datetime(2023, 3, 24, 19, 50, 20),
        datetime.datetime(2023, 3, 24, 19, 50, 40),
        datetime.datetime(2023, 3, 24, 19, 51),
        datetime.datetime(2023, 3, 24, 19, 51, 20),
        datetime.datetime(2023, 3, 24, 19, 51, 40),
        datetime.datetime(2023, 3, 24, 19, 52),
        datetime.datetime(2023, 3, 24, 19, 52, 20),
        datetime.datetime(2023, 3, 24, 19, 52, 40),
        datetime.datetime(2023, 3, 24, 19, 53),
        datetime.datetime(2023, 3, 24, 19, 53, 20),
        datetime.datetime(2023, 3, 24, 19, 53, 40),
        datetime.datetime(2023, 3, 24, 19, 54),
        datetime.datetime(2023, 3, 24, 19, 54, 20),
        datetime.datetime(2023, 3, 24, 19, 54, 40),
        datetime.datetime(2023, 3, 24, 19, 55),
        datetime.datetime(2023, 3, 24, 19, 55, 20),
        datetime.datetime(2023, 3, 24, 19, 55, 40),
        datetime.datetime(2023, 3, 24, 19, 56),
        datetime.datetime(2023, 3, 24, 19, 56, 20),
        datetime.datetime(2023, 3, 24, 19, 56, 40),
        datetime.datetime(2023, 3, 24, 19, 57),
        datetime.datetime(2023, 3, 24, 19, 57, 20),
        datetime.datetime(2023, 3, 24, 19, 57, 40),
        datetime.datetime(2023, 3, 24, 19, 58),
        datetime.datetime(2023, 3, 24, 19, 58, 20),
        datetime.datetime(2023, 3, 24, 19, 58, 40),
        datetime.datetime(2023, 3, 24, 19, 59),
        datetime.datetime(2023, 3, 24, 19, 59, 20),
        datetime.datetime(2023, 3, 24, 19, 59, 40),
        datetime.datetime(2023, 3, 24, 20, 0),
        datetime.datetime(2023, 3, 24, 20, 0, 20),
        datetime.datetime(2023, 3, 24, 20, 0, 40),
        datetime.datetime(2023, 3, 24, 20, 1),
        datetime.datetime(2023, 3, 24, 20, 1, 20),
        datetime.datetime(2023, 3, 24, 20, 1, 40),
        datetime.datetime(2023, 3, 24, 20, 2),
        datetime.datetime(2023, 3, 24, 20, 2, 20),
        datetime.datetime(2023, 3, 24, 20, 2, 40),
        datetime.datetime(2023, 3, 24, 20, 3),
        datetime.datetime(2023, 3, 24, 20, 3, 20),
        datetime.datetime(2023, 3, 24, 20, 3, 40),
        datetime.datetime(2023, 3, 24, 20, 4),
        datetime.datetime(2023, 3, 24, 20, 4, 20),
        datetime.datetime(2023, 3, 24, 20, 4, 40),
        datetime.datetime(2023, 3, 24, 20, 5),
        datetime.datetime(2023, 3, 24, 20, 5, 20),
        datetime.datetime(2023, 3, 24, 20, 5, 40),
        datetime.datetime(2023, 3, 24, 20, 6),
        datetime.datetime(2023, 3, 24, 20, 6, 20),
        datetime.datetime(2023, 3, 24, 20, 6, 40),
        datetime.datetime(2023, 3, 24, 20, 7),
        datetime.datetime(2023, 3, 24, 20, 7, 20),
        datetime.datetime(2023, 3, 24, 20, 7, 40),
        datetime.datetime(2023, 3, 24, 20, 8),
        datetime.datetime(2023, 3, 24, 20, 8, 20),
        datetime.datetime(2023, 3, 24, 20, 8, 40),
        datetime.datetime(2023, 3, 24, 20, 9),
        datetime.datetime(2023, 3, 24, 20, 9, 20),
        datetime.datetime(2023, 3, 24, 20, 9, 40),
        datetime.datetime(2023, 3, 24, 20, 10),
        datetime.datetime(2023, 3, 24, 20, 10, 20),
        datetime.datetime(2023, 3, 24, 20, 10, 40),
        datetime.datetime(2023, 3, 24, 20, 11),
        datetime.datetime(2023, 3, 24, 20, 11, 20),
        datetime.datetime(2023, 3, 24, 20, 11, 40),
        datetime.datetime(2023, 3, 24, 20, 12),
        datetime.datetime(2023, 3, 24, 20, 12, 20),
        datetime.datetime(2023, 3, 24, 20, 12, 40),
        datetime.datetime(2023, 3, 24, 20, 13),
        datetime.datetime(2023, 3, 24, 20, 13, 20),
        datetime.datetime(2023, 3, 24, 20, 13, 40),
        datetime.datetime(2023, 3, 24, 20, 14),
        datetime.datetime(2023, 3, 24, 20, 14, 20),
        datetime.datetime(2023, 3, 24, 20, 14, 40),
        datetime.datetime(2023, 3, 24, 20, 15),
        datetime.datetime(2023, 3, 24, 20, 15, 20),
        datetime.datetime(2023, 3, 24, 20, 15, 40),
        datetime.datetime(2023, 3, 24, 20, 16),
        datetime.datetime(2023, 3, 24, 20, 16, 20),
        datetime.datetime(2023, 3, 24, 20, 16, 40),
        datetime.datetime(2023, 3, 24, 20, 17),
        datetime.datetime(2023, 3, 24, 20, 17, 20),
        datetime.datetime(2023, 3, 24, 20, 17, 40),
        datetime.datetime(2023, 3, 24, 20, 18),
        datetime.datetime(2023, 3, 24, 20, 18, 20),
        datetime.datetime(2023, 3, 24, 20, 18, 40),
        datetime.datetime(2023, 3, 24, 20, 19),
        datetime.datetime(2023, 3, 24, 20, 19, 20),
        datetime.datetime(2023, 3, 24, 20, 19, 40),
        datetime.datetime(2023, 3, 24, 20, 20),
        datetime.datetime(2023, 3, 24, 20, 20, 20),
        datetime.datetime(2023, 3, 24, 20, 20, 40),
        datetime.datetime(2023, 3, 24, 20, 21),
        datetime.datetime(2023, 3, 24, 20, 21, 20),
        datetime.datetime(2023, 3, 24, 20, 21, 40),
        datetime.datetime(2023, 3, 24, 20, 22),
        datetime.datetime(2023, 3, 24, 20, 22, 20),
        datetime.datetime(2023, 3, 24, 20, 22, 40),
        datetime.datetime(2023, 3, 24, 20, 23),
        datetime.datetime(2023, 3, 24, 20, 23, 20),
        datetime.datetime(2023, 3, 24, 20, 23, 40),
        datetime.datetime(2023, 3, 24, 20, 24),
        datetime.datetime(2023, 3, 24, 20, 24, 20),
        datetime.datetime(2023, 3, 24, 20, 24, 40),
        datetime.datetime(2023, 3, 24, 20, 25),
        datetime.datetime(2023, 3, 24, 20, 25, 20),
        datetime.datetime(2023, 3, 24, 20, 25, 40),
        datetime.datetime(2023, 3, 24, 20, 26),
        datetime.datetime(2023, 3, 24, 20, 26, 20),
        datetime.datetime(2023, 3, 24, 20, 26, 40),
        datetime.datetime(2023, 3, 24, 20, 27),
        datetime.datetime(2023, 3, 24, 20, 27, 20),
        datetime.datetime(2023, 3, 24, 20, 27, 40),
        datetime.datetime(2023, 3, 24, 20, 28),
        datetime.datetime(2023, 3, 24, 20, 28, 20),
        datetime.datetime(2023, 3, 24, 20, 28, 40),
        datetime.datetime(2023, 3, 24, 20, 29),
        datetime.datetime(2023, 3, 24, 20, 29, 20),
        datetime.datetime(2023, 3, 24, 20, 29, 40),
        datetime.datetime(2023, 3, 24, 20, 30),
        datetime.datetime(2023, 3, 24, 20, 30, 20),
        datetime.datetime(2023, 3, 24, 20, 30, 40),
        datetime.datetime(2023, 3, 24, 20, 31),
        datetime.datetime(2023, 3, 24, 20, 31, 20),
        datetime.datetime(2023, 3, 24, 20, 31, 40),
        datetime.datetime(2023, 3, 24, 20, 32),
        datetime.datetime(2023, 3, 24, 20, 32, 20),
        datetime.datetime(2023, 3, 24, 20, 32, 40),
        datetime.datetime(2023, 3, 24, 20, 33),
        datetime.datetime(2023, 3, 24, 20, 33, 20),
        datetime.datetime(2023, 3, 24, 20, 33, 40),
        datetime.datetime(2023, 3, 24, 20, 34),
        datetime.datetime(2023, 3, 24, 20, 34, 20),
        datetime.datetime(2023, 3, 24, 20, 34, 40),
        datetime.datetime(2023, 3, 24, 20, 35),
        datetime.datetime(2023, 3, 24, 20, 35, 20),
        datetime.datetime(2023, 3, 24, 20, 35, 40),
        datetime.datetime(2023, 3, 24, 20, 36),
        datetime.datetime(2023, 3, 24, 20, 36, 20),
        datetime.datetime(2023, 3, 24, 20, 36, 40),
        datetime.datetime(2023, 3, 24, 20, 37),
        datetime.datetime(2023, 3, 24, 20, 37, 20),
        datetime.datetime(2023, 3, 24, 20, 37, 40),
        datetime.datetime(2023, 3, 24, 20, 38),
        datetime.datetime(2023, 3, 24, 20, 38, 20),
        datetime.datetime(2023, 3, 24, 20, 38, 40),
        datetime.datetime(2023, 3, 24, 20, 39),
        datetime.datetime(2023, 3, 24, 20, 39, 20),
        datetime.datetime(2023, 3, 24, 20, 39, 40),
        datetime.datetime(2023, 3, 24, 20, 40),
        datetime.datetime(2023, 3, 24, 20, 40, 20),
        datetime.datetime(2023, 3, 24, 20, 40, 40),
        datetime.datetime(2023, 3, 24, 20, 41),
        datetime.datetime(2023, 3, 24, 20, 41, 20),
        datetime.datetime(2023, 3, 24, 20, 41, 40),
        datetime.datetime(2023, 3, 24, 20, 42),
        datetime.datetime(2023, 3, 24, 20, 42, 20),
        datetime.datetime(2023, 3, 24, 20, 42, 40),
        datetime.datetime(2023, 3, 24, 20, 43),
        datetime.datetime(2023, 3, 24, 20, 43, 20),
        datetime.datetime(2023, 3, 24, 20, 43, 40),
        datetime.datetime(2023, 3, 24, 20, 44),
        datetime.datetime(2023, 3, 24, 20, 44, 20),
        datetime.datetime(2023, 3, 24, 20, 44, 40),
        datetime.datetime(2023, 3, 24, 20, 45),
        datetime.datetime(2023, 3, 24, 20, 45, 20),
        datetime.datetime(2023, 3, 24, 20, 45, 40),
        datetime.datetime(2023, 3, 24, 20, 46),
        datetime.datetime(2023, 3, 24, 20, 46, 20),
        datetime.datetime(2023, 3, 24, 20, 46, 40),
        datetime.datetime(2023, 3, 24, 20, 47),
        datetime.datetime(2023, 3, 24, 20, 47, 20),
        datetime.datetime(2023, 3, 24, 20, 47, 40),
        datetime.datetime(2023, 3, 24, 20, 48),
        datetime.datetime(2023, 3, 24, 20, 48, 20),
        datetime.datetime(2023, 3, 24, 20, 48, 40),
        datetime.datetime(2023, 3, 24, 20, 49),
        datetime.datetime(2023, 3, 24, 20, 49, 20),
        datetime.datetime(2023, 3, 24, 20, 49, 40),
        datetime.datetime(2023, 3, 24, 20, 50),
        datetime.datetime(2023, 3, 24, 20, 50, 20),
        datetime.datetime(2023, 3, 24, 20, 50, 40),
        datetime.datetime(2023, 3, 24, 20, 51),
        datetime.datetime(2023, 3, 24, 20, 51, 20),
        datetime.datetime(2023, 3, 24, 20, 51, 40),
        datetime.datetime(2023, 3, 24, 20, 52),
        datetime.datetime(2023, 3, 24, 20, 52, 20),
        datetime.datetime(2023, 3, 24, 20, 52, 40),
        datetime.datetime(2023, 3, 24, 20, 53),
        datetime.datetime(2023, 3, 24, 20, 53, 20),
        datetime.datetime(2023, 3, 24, 20, 53, 40),
        datetime.datetime(2023, 3, 24, 20, 54),
        datetime.datetime(2023, 3, 24, 20, 54, 20),
        datetime.datetime(2023, 3, 24, 20, 54, 40),
        datetime.datetime(2023, 3, 24, 20, 55),
        datetime.datetime(2023, 3, 24, 20, 55, 20),
        datetime.datetime(2023, 3, 24, 20, 55, 40),
        datetime.datetime(2023, 3, 24, 20, 56),
        datetime.datetime(2023, 3, 24, 20, 56, 20),
        datetime.datetime(2023, 3, 24, 20, 56, 40),
        datetime.datetime(2023, 3, 24, 20, 57),
        datetime.datetime(2023, 3, 24, 20, 57, 20),
        datetime.datetime(2023, 3, 24, 20, 57, 40),
        datetime.datetime(2023, 3, 24, 20, 58),
        datetime.datetime(2023, 3, 24, 20, 58, 20),
        datetime.datetime(2023, 3, 24, 20, 58, 40),
        datetime.datetime(2023, 3, 24, 20, 59),
        datetime.datetime(2023, 3, 24, 20, 59, 20)
    ],
    'ema': [
        42.583,
        42.583,
        42.58,
        42.578,
        42.578,
        42.575,
        42.578,
        42.587,
        42.589,
        42.586,
        42.584,
        42.583,
        42.581,
        42.58,
        42.578,
        42.576,
        42.573,
        42.566,
        42.559,
        42.55,
        42.538,
        42.535,
        42.534,
        42.53,
        42.527,
        42.52,
        42.511,
        42.499,
        42.487,
        42.479,
        42.471,
        42.463,
        42.462,
        42.463,
        42.462,
        42.461,
        42.464,
        42.475,
        42.487,
        42.495,
        42.501,
        42.5,
        42.5,
        42.49,
        42.486,
        42.48,
        42.481,
        42.479,
        42.47,
        42.462,
        42.461,
        42.458,
        42.454,
        42.45,
        42.441,
        42.429,
        42.411,
        42.401,
        42.398,
        42.395,
        42.394,
        42.395,
        42.395,
        42.394,
        42.391,
        42.387,
        42.391,
        42.394,
        42.395,
        42.397,
        42.401,
        42.404,
        42.412,
        42.417,
        42.417,
        42.415,
        42.412,
        42.408,
        42.401,
        42.399,
        42.398,
        42.398,
        42.399,
        42.408,
        42.423,
        42.442,
        42.459,
        42.485,
        42.512,
        42.528,
        42.535,
        42.542,
        42.547,
        42.553,
        42.566,
        42.582,
        42.604,
        42.621,
        42.645,
        42.693,
        42.72,
        42.738,
        42.743,
        42.749,
        42.747,
        42.738,
        42.73,
        42.722,
        42.721,
        42.727,
        42.732,
        42.735,
        42.737,
        42.735,
        42.732,
        42.729,
        42.728,
        42.728,
        42.734,
        42.749,
        42.766,
        42.782,
        42.799,
        42.816,
        42.829,
        42.83,
        42.832,
        42.84,
        42.85,
        42.86,
        42.877,
        42.891,
        42.903,
        42.917,
        42.936,
        42.96,
        42.978,
        42.99,
        43.0,
        43.013,
        43.019,
        43.031,
        43.049,
        43.061,
        43.066,
        43.06,
        43.041,
        43.028,
        43.022,
        43.017,
        43.012,
        43.012,
        43.012,
        43.012,
        43.017,
        43.024,
        43.027,
        43.03,
        43.022,
        43.025,
        43.025,
        43.023,
        43.017,
        43.017,
        43.011,
        42.996,
        42.984,
        42.973,
        42.962,
        42.953,
        42.95,
        42.956,
        42.953,
        42.942,
        42.925,
        42.912,
        42.906,
        42.898,
        42.896,
        42.902,
        42.905,
        42.91,
        42.911,
        42.914,
        42.922,
        42.927,
        42.933,
        42.94,
        42.94,
        42.934,
        42.931,
        42.926,
        42.927,
        42.923,
        42.919,
        42.919,
        42.916,
        42.913,
        42.912,
        42.912,
        42.912,
        42.92,
        42.922,
        42.923,
        42.925,
        42.926,
        42.923,
        42.919,
        42.916,
        42.919,
        42.916,
        42.913,
        42.909,
        42.91,
        42.907,
        42.905,
        42.905,
        42.894,
        42.881,
        42.865,
        42.848,
        42.84,
        42.828,
        42.819,
        42.818,
        42.83,
        42.848,
        42.867,
        42.878,
        42.883,
        42.886,
        42.892,
        42.898,
        42.904,
        42.906,
        42.906,
        42.906,
        42.909,
        42.91,
        42.912,
        42.913,
        42.915,
        42.916,
        42.922,
        42.94,
        42.95,
        42.954,
        42.965,
        42.983,
        42.996,
        43.01,
        43.007,
        42.997,
        42.989,
        42.989,
        42.989,
        42.988,
        42.982,
        42.975,
        42.972,
        42.975,
        42.979,
        42.978,
        42.975,
        42.972,
        42.979,
        42.989,
        43.001,
        43.008,
        42.998,
        42.987,
        42.98,
        42.983,
        42.988,
        42.988,
        42.976,
        42.971,
        42.973,
        42.972,
        42.968,
        42.971,
        42.966,
        42.959,
        42.953,
        42.945,
        42.935,
        42.926,
        42.923,
        42.923,
        42.924,
        42.927,
        42.927,
        42.936,
        42.939,
        42.94,
        42.943,
        42.95,
        42.952,
        42.951,
        42.95,
        42.954,
        42.955,
        42.96,
        42.976,
        42.997,
        43.015,
        43.029,
        43.032,
        43.033,
        43.024,
        43.014,
        43.009,
        43.012,
        43.013,
        43.012,
        43.016,
        43.022,
        43.032,
        43.043,
        43.049,
        43.049,
        43.046,
        43.045,
        43.042,
        43.037,
        43.031,
        43.021,
        43.006,
        43.0,
        42.997,
        42.995,
        42.994,
        42.997,
        42.998,
        43.002,
        43.003,
        43.012,
        43.029,
        43.046,
        43.057,
        43.053,
        43.047,
        43.041,
        43.033,
        43.031,
        43.032,
        43.031,
        43.022,
        43.007,
        42.996,
        42.997,
        42.995,
        42.987,
        42.986,
        42.981,
        42.973,
        42.968,
        42.957,
        42.946,
        42.936,
        42.927,
        42.922,
        42.92,
        42.915,
        42.909,
        42.898,
        42.89,
        42.887,
        42.897,
        42.908,
        42.917,
        42.92,
        42.917,
        42.905,
        42.9,
        42.9,
        42.896,
        42.893,
        42.883,
        42.871,
        42.867,
        42.86,
        42.854,
        42.847,
        42.846,
        42.846,
        42.847,
        42.85,
        42.853,
        42.852,
        42.856,
        42.858,
        42.864,
        42.872,
        42.876,
        42.879,
        42.873,
        42.872,
        42.873,
        42.87,
        42.863,
        42.856,
        42.85,
        42.844,
        42.843,
        42.84,
        42.835,
        42.827,
        42.822,
        42.82,
        42.816,
        42.807,
        42.802,
        42.798,
        42.802,
        42.803,
        42.807,
        42.809,
        42.811,
        42.803,
        42.795,
        42.789,
        42.788,
        42.78,
        42.772,
        42.764,
        42.762,
        42.767,
        42.769,
        42.774,
        42.78,
        42.778,
        42.781,
        42.786,
        42.798,
        42.806,
        42.81,
        42.823,
        42.833,
        42.837,
        42.84,
        42.84,
        42.841,
        42.842,
        42.851,
        42.866,
        42.881,
        42.899,
        42.913,
        42.925,
        42.936,
        42.941,
        42.935,
        42.928,
        42.924,
        42.916,
        42.907,
        42.898,
        42.891,
        42.889,
        42.89,
        42.89,
        42.89,
        42.883,
        42.875,
        42.871,
        42.874,
        42.882,
        42.894,
        42.91,
        42.925,
        42.932,
        42.941,
        42.954,
        42.966,
        42.964,
        42.965,
        42.965,
        42.972,
        42.972,
        42.966,
        42.959,
        42.945,
        42.935,
        42.93,
        42.927,
        42.925,
        42.919,
        42.912,
        42.913,
        42.92,
        42.924,
        42.926,
        42.93,
        42.937,
        42.952,
        42.965,
        42.971,
        42.968,
        42.956,
        42.948,
        42.944,
        42.942,
        42.944,
        42.945,
        42.948,
        42.942,
        42.933,
        42.927,
        42.923,
        42.926,
        42.935,
        42.943,
        42.944,
        42.947,
        42.949,
        42.959,
        42.962,
        42.965,
        42.964,
        42.956,
        42.944,
        42.938,
        42.937,
        42.933,
        42.921,
        42.91,
        42.912,
        42.914,
        42.92,
        42.931,
        42.938,
        42.952,
        42.962,
        42.964,
        42.978,
        42.986,
        42.992,
        42.996,
        42.994,
        42.993,
        42.992,
        42.992,
        42.995,
        42.995,
        42.993,
        42.991,
        42.982,
        42.976,
        42.98,
        42.99,
        42.999,
        43.016,
        43.028,
        43.038,
        43.05,
        43.056,
        43.058,
        43.064,
        43.074
    ]
}
    vars= AttributeDict(maxpozic = 200, chunk = 10, MA = 6, Trend = 7, profit = 0.02, lastbuyindex=-6, pendingbuys={},limitka = None)
trades = [
        TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('67affc55-fa98-446f-8ac0-eb0bb494f450'),
        order=Order(
            id=UUID('ae8b1fff-8a87-4ec2-af7d-48765c62afc5'),
            submitted_at=datetime.datetime(2023, 3, 24, 17, 58, 1, 538364),
            filled_at=datetime.datetime(2023, 3, 24, 17, 58, 30, 735317),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.56,
            side=OrderSide.BUY,
            limit_price=42.56
        ),
        timestamp=datetime.datetime(2023, 3, 24, 17, 58, 30, 735317),
        position_qty=10.0,
        price=42.56,
        qty=10.0,
        value=425.6,
        cash=99574.4,
        pos_avg_price=42.56
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('51b872ed-98f1-4540-af13-6d8beb6ab660'),
        order=Order(
            id=UUID('5cae451b-6c46-47d5-8a43-023569eebcac'),
            submitted_at=datetime.datetime(2023, 3, 24, 18, 0, 43, 790484),
            filled_at=datetime.datetime(2023, 3, 24, 18, 0, 46, 336552),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.51,
            side=OrderSide.BUY,
            limit_price=42.51
        ),
        timestamp=datetime.datetime(2023, 3, 24, 18, 0, 46, 336552),
        position_qty=20.0,
        price=42.51,
        qty=10.0,
        value=425.09999999999997,
        cash=99149.29999999999,
        pos_avg_price=42.535000000000004
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('86e67324-8b74-4f67-bac7-16f2564f117d'),
        order=Order(
            id=UUID('f04a52b4-74e0-4de8-9ec3-a89d608e2c8d'),
            submitted_at=datetime.datetime(2023, 3, 24, 18, 3, 20, 914489),
            filled_at=datetime.datetime(2023, 3, 24, 18, 3, 22, 529390),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.44,
            side=OrderSide.BUY,
            limit_price=42.44
        ),
        timestamp=datetime.datetime(2023, 3, 24, 18, 3, 22, 529390),
        position_qty=30.0,
        price=42.44,
        qty=10.0,
        value=424.4,
        cash=98724.9,
        pos_avg_price=42.50333333333333
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('8ef5eb96-9dfa-486b-b52b-bd1cc10ab75d'),
        order=Order(
            id=UUID('fae4fd0d-d1e4-46e2-85e5-f32708780e77'),
            submitted_at=datetime.datetime(2023, 3, 24, 18, 3, 22, 575390),
            filled_at=datetime.datetime(2023, 3, 24, 18, 5, 37, 585264),
            canceled_at=None,
            symbol='C',
            qty=30,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=30,
            filled_avg_price=42.52,
            side=OrderSide.SELL,
            limit_price=42.52
        ),
        timestamp=datetime.datetime(2023, 3, 24, 18, 5, 37, 585264),
        position_qty=0.0,
        price=42.52,
        qty=30.0,
        value=1275.6000000000001,
        cash=100000.5,
        pos_avg_price=0.0
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('1b3ea95a-b51c-4894-83e1-82364695047a'),
        order=Order(
            id=UUID('40aef04b-677f-4429-9a6f-05de170df1ae'),
            submitted_at=datetime.datetime(2023, 3, 24, 18, 10, 45, 566915),
            filled_at=datetime.datetime(2023, 3, 24, 18, 11, 6, 387022),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.42,
            side=OrderSide.BUY,
            limit_price=42.42
        ),
        timestamp=datetime.datetime(2023, 3, 24, 18, 11, 6, 387022),
        position_qty=10.0,
        price=42.42,
        qty=10.0,
        value=424.20000000000005,
        cash=99576.3,
        pos_avg_price=42.42
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('44baaa7c-4ff6-4e16-ac4a-0ae45a050c03'),
        order=Order(
            id=UUID('21b961ac-8129-4800-babd-81bb87eccfda'),
            submitted_at=datetime.datetime(2023, 3, 24, 18, 13, 20, 777011),
            filled_at=datetime.datetime(2023, 3, 24, 18, 14, 38, 586145),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.38,
            side=OrderSide.BUY,
            limit_price=42.38
        ),
        timestamp=datetime.datetime(2023, 3, 24, 18, 14, 38, 586145),
        position_qty=20.0,
        price=42.38,
        qty=10.0,
        value=423.8,
        cash=99152.5,
        pos_avg_price=42.4
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('28c9f825-4300-46ce-b73e-3af795a836a9'),
        order=Order(
            id=UUID('28c897f5-cb12-4b2c-9b20-abde056e1b12'),
            submitted_at=datetime.datetime(2023, 3, 24, 18, 14, 38, 632145),
            filled_at=datetime.datetime(2023, 3, 24, 18, 15, 13, 203500),
            canceled_at=None,
            symbol='C',
            qty=20,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=20,
            filled_avg_price=42.42,
            side=OrderSide.SELL,
            limit_price=42.42
        ),
        timestamp=datetime.datetime(2023, 3, 24, 18, 15, 13, 203500),
        position_qty=0.0,
        price=42.42,
        qty=20.0,
        value=848.4000000000001,
        cash=100000.9,
        pos_avg_price=0.0
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('445a98ae-6fbe-415d-88e8-f98f5c6fb411'),
        order=Order(
            id=UUID('f1e8412c-7e36-4d0c-97a7-88e5dbab9b25'),
            submitted_at=datetime.datetime(2023, 3, 24, 18, 20, 0, 372031),
            filled_at=datetime.datetime(2023, 3, 24, 18, 20, 10, 239271),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.39,
            side=OrderSide.BUY,
            limit_price=42.39
        ),
        timestamp=datetime.datetime(2023, 3, 24, 18, 20, 10, 239271),
        position_qty=10.0,
        price=42.39,
        qty=10.0,
        value=423.9,
        cash=99577.0,
        pos_avg_price=42.39
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('e2e5cf75-6517-459b-89f8-f967a3442737'),
        order=Order(
            id=UUID('cf1cab4c-9e39-46a9-a804-d2e2337340bf'),
            submitted_at=datetime.datetime(2023, 3, 24, 18, 20, 10, 285271),
            filled_at=datetime.datetime(2023, 3, 24, 18, 20, 31, 861599),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.41,
            side=OrderSide.SELL,
            limit_price=42.41
        ),
        timestamp=datetime.datetime(2023, 3, 24, 18, 20, 31, 861599),
        position_qty=0.0,
        price=42.41,
        qty=10.0,
        value=424.09999999999997,
        cash=100001.1,
        pos_avg_price=0.0
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('0f5308ae-bea1-4412-8922-344f6dac10ef'),
        order=Order(
            id=UUID('6f16c0c0-a86e-4e6f-b07e-7eb76347b223'),
            submitted_at=datetime.datetime(2023, 3, 24, 18, 43, 20, 376929),
            filled_at=datetime.datetime(2023, 3, 24, 18, 45, 52, 906738),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.99,
            side=OrderSide.BUY,
            limit_price=42.99
        ),
        timestamp=datetime.datetime(2023, 3, 24, 18, 45, 52, 906738),
        position_qty=10.0,
        price=42.99,
        qty=10.0,
        value=429.90000000000003,
        cash=99571.20000000001,
        pos_avg_price=42.99
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('98f17b2e-4392-47e5-8697-c23878e1c71a'),
        order=Order(
            id=UUID('afc5a626-c3cb-4cf9-b887-7571dded2f6c'),
            submitted_at=datetime.datetime(2023, 3, 24, 18, 45, 52, 952738),
            filled_at=datetime.datetime(2023, 3, 24, 18, 46, 0, 627175),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=43.01,
            side=OrderSide.SELL,
            limit_price=43.01
        ),
        timestamp=datetime.datetime(2023, 3, 24, 18, 46, 0, 627175),
        position_qty=0.0,
        price=43.01,
        qty=10.0,
        value=430.09999999999997,
        cash=100001.30000000002,
        pos_avg_price=0.0
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('5431e393-291c-4828-be51-706acc39deda'),
        order=Order(
            id=UUID('a3a6a1d1-8bf8-4fc6-995d-0d0766443c55'),
            submitted_at=datetime.datetime(2023, 3, 24, 18, 49, 41, 540044),
            filled_at=datetime.datetime(2023, 3, 24, 18, 50, 47, 441926),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.93,
            side=OrderSide.BUY,
            limit_price=42.93
        ),
        timestamp=datetime.datetime(2023, 3, 24, 18, 50, 47, 441926),
        position_qty=10.0,
        price=42.93,
        qty=10.0,
        value=429.3,
        cash=99572.00000000001,
        pos_avg_price=42.93
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('f10ca407-0604-4e2e-b0cf-4e4243e57947'),
        order=Order(
            id=UUID('246d819c-6e1d-4fc0-a91e-17404fcc5cea'),
            submitted_at=datetime.datetime(2023, 3, 24, 18, 50, 47, 487926),
            filled_at=datetime.datetime(2023, 3, 24, 18, 54, 23, 727098),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.95,
            side=OrderSide.SELL,
            limit_price=42.95
        ),
        timestamp=datetime.datetime(2023, 3, 24, 18, 54, 23, 727098),
        position_qty=0.0,
        price=42.95,
        qty=10.0,
        value=429.5,
        cash=100001.50000000001,
        pos_avg_price=0.0
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('9fcef2d1-2b55-4a74-9927-8463a74e75e2'),
        order=Order(
            id=UUID('f250e354-2291-499f-b1f0-d56788211959'),
            submitted_at=datetime.datetime(2023, 3, 24, 18, 52, 20, 117195),
            filled_at=datetime.datetime(2023, 3, 24, 19, 5, 39, 193071),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.86,
            side=OrderSide.BUY,
            limit_price=42.86
        ),
        timestamp=datetime.datetime(2023, 3, 24, 19, 5, 39, 193071),
        position_qty=10.0,
        price=42.86,
        qty=10.0,
        value=428.6,
        cash=99572.90000000001,
        pos_avg_price=42.86
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('ea4b0db4-998e-4e2a-b614-98b157106164'),
        order=Order(
            id=UUID('570e9c37-5c4e-4437-9dd4-a642029ca6a7'),
            submitted_at=datetime.datetime(2023, 3, 24, 19, 5, 39, 239071),
            filled_at=datetime.datetime(2023, 3, 24, 19, 5, 46, 747462),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.88,
            side=OrderSide.SELL,
            limit_price=42.88
        ),
        timestamp=datetime.datetime(2023, 3, 24, 19, 5, 46, 747462),
        position_qty=0.0,
        price=42.88,
        qty=10.0,
        value=428.8,
        cash=100001.70000000001,
        pos_avg_price=0.0
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('abf993dc-5aee-4b89-b48c-92bbfcb4efe4'),
        order=Order(
            id=UUID('f3be9459-1c89-4594-bee0-b64ace83a12e'),
            submitted_at=datetime.datetime(2023, 3, 24, 19, 7, 22, 109412),
            filled_at=datetime.datetime(2023, 3, 24, 19, 7, 25, 509392),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.79,
            side=OrderSide.BUY,
            limit_price=42.79
        ),
        timestamp=datetime.datetime(2023, 3, 24, 19, 7, 25, 509392),
        position_qty=10.0,
        price=42.79,
        qty=10.0,
        value=427.9,
        cash=99573.80000000002,
        pos_avg_price=42.79
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('b30b01cf-b0da-4166-a5ee-9e398ce0caf7'),
        order=Order(
            id=UUID('44687505-271f-423d-b5eb-4022a3b0042e'),
            submitted_at=datetime.datetime(2023, 3, 24, 19, 7, 25, 555392),
            filled_at=datetime.datetime(2023, 3, 24, 19, 7, 49, 238057),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.81,
            side=OrderSide.SELL,
            limit_price=42.81
        ),
        timestamp=datetime.datetime(2023, 3, 24, 19, 7, 49, 238057),
        position_qty=0.0,
        price=42.81,
        qty=10.0,
        value=428.1,
        cash=100001.90000000002,
        pos_avg_price=0.0
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('3d0bde12-75e4-4589-b51d-98f351c27f51'),
        order=Order(
            id=UUID('b4d1deb5-bedb-4792-87a2-d93d7a791245'),
            submitted_at=datetime.datetime(2023, 3, 24, 19, 42, 0, 124666),
            filled_at=datetime.datetime(2023, 3, 24, 19, 42, 3, 369522),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.97,
            side=OrderSide.BUY,
            limit_price=42.97
        ),
        timestamp=datetime.datetime(2023, 3, 24, 19, 42, 3, 369522),
        position_qty=10.0,
        price=42.97,
        qty=10.0,
        value=429.7,
        cash=99572.20000000003,
        pos_avg_price=42.97
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('726bc5e6-94fd-4618-bee0-91339dbfa88c'),
        order=Order(
            id=UUID('b32bb6d0-c972-45a5-b6ac-144273e956ea'),
            submitted_at=datetime.datetime(2023, 3, 24, 19, 42, 3, 415522),
            filled_at=datetime.datetime(2023, 3, 24, 19, 42, 34, 428260),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.99,
            side=OrderSide.SELL,
            limit_price=42.99
        ),
        timestamp=datetime.datetime(2023, 3, 24, 19, 42, 34, 428260),
        position_qty=0.0,
        price=42.99,
        qty=10.0,
        value=429.90000000000003,
        cash=100002.10000000002,
        pos_avg_price=0.0
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('0f3ab616-6616-4ba5-b32f-8c7f1a6be8cb'),
        order=Order(
            id=UUID('345162e0-5e7b-4e0c-b5bf-dffad0508da9'),
            submitted_at=datetime.datetime(2023, 3, 24, 19, 42, 44, 484124),
            filled_at=datetime.datetime(2023, 3, 24, 19, 49, 6, 219276),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.98,
            side=OrderSide.BUY,
            limit_price=42.98
        ),
        timestamp=datetime.datetime(2023, 3, 24, 19, 49, 6, 219276),
        position_qty=10.0,
        price=42.98,
        qty=10.0,
        value=429.79999999999995,
        cash=99572.30000000002,
        pos_avg_price=42.98
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('53e0171c-6246-40ee-9dd8-f9155be32f11'),
        order=Order(
            id=UUID('826b174d-c894-4c7b-a25e-b42b23eaabad'),
            submitted_at=datetime.datetime(2023, 3, 24, 19, 49, 6, 265276),
            filled_at=datetime.datetime(2023, 3, 24, 19, 49, 57, 528455),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=43.005,
            side=OrderSide.SELL,
            limit_price=43.0
        ),
        timestamp=datetime.datetime(2023, 3, 24, 19, 49, 57, 528455),
        position_qty=0.0,
        price=43.005,
        qty=10.0,
        value=430.05,
        cash=100002.35000000002,
        pos_avg_price=0.0
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('d827dc6f-51e2-4149-acd8-e438a271fa75'),
        order=Order(
            id=UUID('d931a776-2739-41ba-bd16-d9b45dff59ec'),
            submitted_at=datetime.datetime(2023, 3, 24, 19, 52, 1, 100351),
            filled_at=datetime.datetime(2023, 3, 24, 19, 52, 7, 321771),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.94,
            side=OrderSide.BUY,
            limit_price=42.94
        ),
        timestamp=datetime.datetime(2023, 3, 24, 19, 52, 7, 321771),
        position_qty=10.0,
        price=42.94,
        qty=10.0,
        value=429.4,
        cash=99572.95000000003,
        pos_avg_price=42.94
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('20d15c7a-23c0-4815-85df-8a302e2e0f39'),
        order=Order(
            id=UUID('0419ba73-ad51-4df6-b211-ac4c42a6e032'),
            submitted_at=datetime.datetime(2023, 3, 24, 19, 28, 43, 668847),
            filled_at=datetime.datetime(2023, 3, 24, 19, 52, 41, 652899),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.9,
            side=OrderSide.BUY,
            limit_price=42.9
        ),
        timestamp=datetime.datetime(2023, 3, 24, 19, 52, 41, 652899),
        position_qty=20.0,
        price=42.9,
        qty=10.0,
        value=429.0,
        cash=99143.95000000003,
        pos_avg_price=42.92
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('a2f8bc9b-d2ad-4a0a-a5f3-2cc728d2e541'),
        order=Order(
            id=UUID('36d89e04-fdfc-410d-9608-fa6517a3034d'),
            submitted_at=datetime.datetime(2023, 3, 24, 19, 54, 43, 440852),
            filled_at=datetime.datetime(2023, 3, 24, 19, 54, 49, 709012),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.87,
            side=OrderSide.BUY,
            limit_price=42.87
        ),
        timestamp=datetime.datetime(2023, 3, 24, 19, 54, 49, 709012),
        position_qty=30.0,
        price=42.87,
        qty=10.0,
        value=428.7,
        cash=98715.25000000003,
        pos_avg_price=42.903333333333336
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('dace8d0b-6618-498c-aaea-7d6e43903c92'),
        order=Order(
            id=UUID('57222023-d25e-461b-811a-1abc87390971'),
            submitted_at=datetime.datetime(2023, 3, 24, 19, 54, 49, 755012),
            filled_at=datetime.datetime(2023, 3, 24, 19, 55, 45, 671150),
            canceled_at=None,
            symbol='C',
            qty=30,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=30,
            filled_avg_price=42.92,
            side=OrderSide.SELL,
            limit_price=42.92
        ),
        timestamp=datetime.datetime(2023, 3, 24, 19, 55, 45, 671150),
        position_qty=0.0,
        price=42.92,
        qty=30.0,
        value=1287.6000000000001,
        cash=100002.85000000003,
        pos_avg_price=0.0
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('3ce200d5-3e8d-4af8-818d-41e3f49e91f9'),
        order=Order(
            id=UUID('09ada304-3920-4d21-a7c5-520116f60161'),
            submitted_at=datetime.datetime(2023, 3, 24, 19, 8, 3, 126555),
            filled_at=datetime.datetime(2023, 3, 24, 19, 59, 28, 62458),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.83,
            side=OrderSide.BUY,
            limit_price=42.83
        ),
        timestamp=datetime.datetime(2023, 3, 24, 19, 59, 28, 62458),
        position_qty=10.0,
        price=42.83,
        qty=10.0,
        value=428.29999999999995,
        cash=99574.55000000003,
        pos_avg_price=42.83
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('51b1ef83-e486-44a1-9809-fd5ebca18a50'),
        order=Order(
            id=UUID('c8894c95-83bc-455e-8501-6622e74ad267'),
            submitted_at=datetime.datetime(2023, 3, 24, 19, 59, 28, 108458),
            filled_at=datetime.datetime(2023, 3, 24, 19, 59, 40, 517988),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.85,
            side=OrderSide.SELL,
            limit_price=42.85
        ),
        timestamp=datetime.datetime(2023, 3, 24, 19, 59, 40, 517988),
        position_qty=0.0,
        price=42.85,
        qty=10.0,
        value=428.5,
        cash=100003.05000000003,
        pos_avg_price=0.0
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('1a0724f7-53de-42e3-9917-b65ecca4e7a0'),
        order=Order(
            id=UUID('14783679-6871-496c-8875-60c3d6ae0135'),
            submitted_at=datetime.datetime(2023, 3, 24, 20, 0, 21, 449585),
            filled_at=datetime.datetime(2023, 3, 24, 20, 0, 25, 189635),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.84,
            side=OrderSide.BUY,
            limit_price=42.84
        ),
        timestamp=datetime.datetime(2023, 3, 24, 20, 0, 25, 189635),
        position_qty=10.0,
        price=42.84,
        qty=10.0,
        value=428.40000000000003,
        cash=99574.65000000004,
        pos_avg_price=42.84
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('087b5b76-0cc5-4462-971b-782fe4c4c6ad'),
        order=Order(
            id=UUID('3b5bf7fb-cba2-4bfb-b3b7-74e191caf928'),
            submitted_at=datetime.datetime(2023, 3, 24, 20, 0, 25, 235635),
            filled_at=datetime.datetime(2023, 3, 24, 20, 1, 49, 107372),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.86,
            side=OrderSide.SELL,
            limit_price=42.86
        ),
        timestamp=datetime.datetime(2023, 3, 24, 20, 1, 49, 107372),
        position_qty=0.0,
        price=42.86,
        qty=10.0,
        value=428.6,
        cash=100003.25000000004,
        pos_avg_price=0.0
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('0302b8e0-d427-4f93-9b23-ee1da32149bd'),
        order=Order(
            id=UUID('446f4bab-3bd7-4bbb-ba9b-1d0445cc6371'),
            submitted_at=datetime.datetime(2023, 3, 24, 20, 8, 0, 534518),
            filled_at=datetime.datetime(2023, 3, 24, 20, 8, 18, 36437),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.83,
            side=OrderSide.BUY,
            limit_price=42.83
        ),
        timestamp=datetime.datetime(2023, 3, 24, 20, 8, 18, 36437),
        position_qty=10.0,
        price=42.83,
        qty=10.0,
        value=428.29999999999995,
        cash=99574.95000000004,
        pos_avg_price=42.83
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('1c191c3f-fe56-4486-92f2-b4ab2e0d1d24'),
        order=Order(
            id=UUID('cb920785-4520-44e5-b6af-978da3927c59'),
            submitted_at=datetime.datetime(2023, 3, 24, 20, 10, 41, 294273),
            filled_at=datetime.datetime(2023, 3, 24, 20, 10, 45, 568943),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.78,
            side=OrderSide.BUY,
            limit_price=42.78
        ),
        timestamp=datetime.datetime(2023, 3, 24, 20, 10, 45, 568943),
        position_qty=20.0,
        price=42.78,
        qty=10.0,
        value=427.8,
        cash=99147.15000000004,
        pos_avg_price=42.80499999999999
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('ec034230-58ba-4300-82c1-7d30399d1be0'),
        order=Order(
            id=UUID('f111ec92-77d2-4e38-b789-90d6ed471c76'),
            submitted_at=datetime.datetime(2023, 3, 24, 20, 10, 45, 614943),
            filled_at=datetime.datetime(2023, 3, 24, 20, 11, 12, 853893),
            canceled_at=None,
            symbol='C',
            qty=20,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=20,
            filled_avg_price=42.82,
            side=OrderSide.SELL,
            limit_price=42.82
        ),
        timestamp=datetime.datetime(2023, 3, 24, 20, 11, 12, 853893),
        position_qty=0.0,
        price=42.82,
        qty=20.0,
        value=856.4,
        cash=100003.55000000003,
        pos_avg_price=0.0
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('2343a817-dcd9-42a5-8645-bf9e9fcb41a2'),
        order=Order(
            id=UUID('24f0e7a7-b1ce-42b6-9514-8721b240b31d'),
            submitted_at=datetime.datetime(2023, 3, 24, 20, 14, 40, 530031),
            filled_at=datetime.datetime(2023, 3, 24, 20, 14, 57, 348700),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.74,
            side=OrderSide.BUY,
            limit_price=42.74
        ),
        timestamp=datetime.datetime(2023, 3, 24, 20, 14, 57, 348700),
        position_qty=10.0,
        price=42.74,
        qty=10.0,
        value=427.40000000000003,
        cash=99576.15000000004,
        pos_avg_price=42.74
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('57f57435-ff77-4e6f-96d6-b29b725c4693'),
        order=Order(
            id=UUID('b8470e7b-6773-47bb-984c-ab44832b3b3b'),
            submitted_at=datetime.datetime(2023, 3, 24, 20, 14, 57, 394700),
            filled_at=datetime.datetime(2023, 3, 24, 20, 15, 12, 621144),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.76,
            side=OrderSide.SELL,
            limit_price=42.76
        ),
        timestamp=datetime.datetime(2023, 3, 24, 20, 15, 12, 621144),
        position_qty=0.0,
        price=42.76,
        qty=10.0,
        value=427.59999999999997,
        cash=100003.75000000004,
        pos_avg_price=0.0
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('069b4a2d-0377-4345-96b6-74e9fae89d9e'),
        order=Order(
            id=UUID('9a4bbe02-fc9e-4261-95d3-d609737662a9'),
            submitted_at=datetime.datetime(2023, 3, 24, 20, 25, 41, 185936),
            filled_at=datetime.datetime(2023, 3, 24, 20, 27, 34, 90412),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.86,
            side=OrderSide.BUY,
            limit_price=42.86
        ),
        timestamp=datetime.datetime(2023, 3, 24, 20, 27, 34, 90412),
        position_qty=10.0,
        price=42.86,
        qty=10.0,
        value=428.6,
        cash=99575.15000000004,
        pos_avg_price=42.86
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('6bdd0e17-b1c2-4080-8f26-c980d615f31f'),
        order=Order(
            id=UUID('070c371c-f8d4-4437-b42f-6a94d3962d7b'),
            submitted_at=datetime.datetime(2023, 3, 24, 20, 27, 34, 136412),
            filled_at=datetime.datetime(2023, 3, 24, 20, 28, 24, 695266),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.88,
            side=OrderSide.SELL,
            limit_price=42.88
        ),
        timestamp=datetime.datetime(2023, 3, 24, 20, 28, 24, 695266),
        position_qty=0.0,
        price=42.88,
        qty=10.0,
        value=428.8,
        cash=100003.95000000004,
        pos_avg_price=0.0
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('303bbd02-4d8b-4940-9878-52c1dca92c73'),
        order=Order(
            id=UUID('247f87b0-4d97-4527-bcf1-2e0679c546b0'),
            submitted_at=datetime.datetime(2023, 3, 24, 20, 35, 0, 150590),
            filled_at=datetime.datetime(2023, 3, 24, 20, 35, 23, 954682),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.9,
            side=OrderSide.BUY,
            limit_price=42.9
        ),
        timestamp=datetime.datetime(2023, 3, 24, 20, 35, 23, 954682),
        position_qty=10.0,
        price=42.9,
        qty=10.0,
        value=429.0,
        cash=99574.95000000004,
        pos_avg_price=42.9
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('697ed9c5-40c3-439c-9811-29c9f4d74487'),
        order=Order(
            id=UUID('3ce9a256-059e-43ed-a290-286fa310fa21'),
            submitted_at=datetime.datetime(2023, 3, 24, 20, 35, 24, 682),
            filled_at=datetime.datetime(2023, 3, 24, 20, 36, 15, 43220),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.92,
            side=OrderSide.SELL,
            limit_price=42.92
        ),
        timestamp=datetime.datetime(2023, 3, 24, 20, 36, 15, 43220),
        position_qty=0.0,
        price=42.92,
        qty=10.0,
        value=429.20000000000005,
        cash=100004.15000000004,
        pos_avg_price=0.0
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('e0a33f84-91d1-4e89-95d9-e95a3a90b0fb'),
        order=Order(
            id=UUID('2889c4db-7c12-4b17-b35f-c81f53625c71'),
            submitted_at=datetime.datetime(2023, 3, 24, 20, 48, 0, 466959),
            filled_at=datetime.datetime(2023, 3, 24, 20, 48, 0, 901059),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.91,
            side=OrderSide.BUY,
            limit_price=42.91
        ),
        timestamp=datetime.datetime(2023, 3, 24, 20, 48, 0, 901059),
        position_qty=10.0,
        price=42.91,
        qty=10.0,
        value=429.09999999999997,
        cash=99575.05000000003,
        pos_avg_price=42.91
    ),
    TradeUpdate(
        event=TradeEvent.FILL,
        execution_id=UUID('bca37e22-3ec2-4cf4-9ce8-779675469324'),
        order=Order(
            id=UUID('65a65038-7cda-4b18-aa5b-c48af539d1ba'),
            submitted_at=datetime.datetime(2023, 3, 24, 20, 48, 0, 947059),
            filled_at=datetime.datetime(2023, 3, 24, 20, 48, 55, 262008),
            canceled_at=None,
            symbol='C',
            qty=10,
            status=OrderStatus.FILLED,
            order_type=OrderType.LIMIT,
            filled_qty=10,
            filled_avg_price=42.93,
            side=OrderSide.SELL,
            limit_price=42.93
        ),
        timestamp=datetime.datetime(2023, 3, 24, 20, 48, 55, 262008),
        position_qty=0.0,
        price=42.93,
        qty=10.0,
        value=429.3,
        cash=100004.35000000003,
        pos_avg_price=0.0
    )
]

open_orders = [
    Order(
        id=UUID('f5dabcea-320e-411f-b21e-ee5c1c1cfd57'),
        submitted_at=datetime.datetime(2023, 3, 24, 18, 30),
        filled_at=None,
        canceled_at=None,
        symbol='BAC',
        qty=1,
        status=OrderStatus.ACCEPTED,
        order_type=OrderType.LIMIT,
        filled_qty=None,
        filled_avg_price=None,
        side=OrderSide.BUY,
        limit_price=42.75
    ),
    Order(
        id=UUID('feb4c6cc-8721-4576-88cf-29003a3246fb'),
        submitted_at=datetime.datetime(2023, 3, 24, 18, 32),
        filled_at=None,
        canceled_at=None,
        symbol='BAC',
        qty=1,
        status=OrderStatus.ACCEPTED,
        order_type=OrderType.MARKET,
        filled_qty=None,
        filled_avg_price=None,
        side=OrderSide.BUY,
        limit_price=None
    ),
    Order(
        id=UUID('ace9d689-f70d-40aa-801e-d600590f27d0'),
        submitted_at=datetime.datetime(2023, 3, 24, 20, 15, 20, 55980),
        filled_at=None,
        canceled_at=None,
        symbol='C',
        qty=10,
        status=OrderStatus.ACCEPTED,
        order_type=OrderType.LIMIT,
        filled_qty=None,
        filled_avg_price=None,
        side=OrderSide.BUY,
        limit_price=42.75
    )
]

btdata = []
b = Backtester("BAC","callback",btdata, cash=200000)
b.backtest_end = datetime.datetime.now()
b.backtest_start = datetime.datetime.now()
#b.display_backtest_result(Neco)
oo_dict = AttributeDict(orderid=[],submitted_at=[],symbol=[],side=[],order_type=[],qty=[],limit_price=[],status=[])
for t in open_orders:
    oo_dict.orderid.append(str(t.id))
    oo_dict.submitted_at.append(t.submitted_at)
    oo_dict.symbol.append(t.symbol)
    oo_dict.side.append(t.side)
    oo_dict.qty.append(t.qty)
    oo_dict.order_type.append(t.order_type)
    oo_dict.limit_price.append(t.limit_price)
    oo_dict.status.append(t.status)

open_orders_df = pd.DataFrame(oo_dict)
open_orders_df = open_orders_df.set_index('submitted_at', drop=False)

trade_dict = AttributeDict(orderid=[],timestamp=[],symbol=[],side=[],order_type=[],qty=[],price=[],position_qty=[],value=[],cash=[],pos_avg_price=[])
for t in trades:
    trade_dict.orderid.append(str(t.order.id))
    trade_dict.timestamp.append(t.timestamp)
    trade_dict.symbol.append(t.order.symbol)
    trade_dict.side.append(t.order.side)
    trade_dict.qty.append(t.qty)
    trade_dict.price.append(t.price)
    trade_dict.position_qty.append(t.position_qty)
    trade_dict.value.append(t.value)
    trade_dict.cash.append(t.cash)
    trade_dict.order_type.append(t.order.order_type)
    trade_dict.pos_avg_price.append(t.pos_avg_price)

trade_df = pd.DataFrame(trade_dict)
trade_df = trade_df.set_index('timestamp', drop=False)
#trade_df["id"] = trade_df.index

#ohlcv dataset (TODO podporit i trady)
hist_df = pd.DataFrame(Neco.bars)
hist_df = hist_df.set_index('time', drop=False)

ind_df = pd.DataFrame(Neco.indicators)
ind_df = ind_df.set_index('time', drop=False)

##KONEC přípravy dat 
fig = make_subplots(rows=2, cols=1, shared_xaxes=True, vertical_spacing=0.02, row_heights=[0.7, 0.3], specs=[[{"secondary_y": True}],[{"secondary_y": True}]])

        # fig.add_trace(go.Scatter(x=trade_df.index,
        #                          y=trade_df.cash,
        #                          mode="lines+text",
        #                          name="Cash"),
        #                 row = 1, col=1, secondary_y=True)

        #add_openorders 
fig.add_trace(go.Scatter(x=open_orders_df.index,
                            y=open_orders_df.limit_price,
                            mode="markers+text",
                            name="Open orders",
                            customdata=open_orders_df.orderid,
                            marker=dict(size=17, color='blue', symbol='arrow-bar-down'),
                            text=open_orders_df.qty),
                row = 1, col=1, secondary_y=False)

#open orders as line - zatim nefunguje
#mozna si pridavat avg price do kazdeho tradu a to zobrazovat
# fig.add_trace(go.Scatter(x=open_orders_df.index,
#                          y=open_orders_df.limit_price,
#                          mode="lines",
#                          name="Open orders",
#                          text=trade_df.qty),
#                 row = 1, col=1, secondary_y=False)

# fig.add_trace(go.Scatter(
#         name='Open orders',
#         x = [open_orders_df.index.min(),open_orders_df.index.max()],
#         y = open_orders_df.limit_price,
#         mode = "lines",
#         marker = dict(color = 'rgba(80, 26, 80, 0.8)')
#     ),row=1, col=1, secondary_y=False)

#trade_df['timestamp'] =  pd.to_datetime(trade_df['timestamp'])
#add trades
fig.add_trace(go.Scatter(x=trade_df.loc[trade_df.side==OrderSide.BUY].index,
                            y=trade_df.loc[trade_df.side==OrderSide.BUY].price,
                            mode="markers+text",
                            name="BUY Trades",
                            customdata=trade_df.loc[trade_df.side==OrderSide.BUY].orderid,
                            marker=dict(size=15, color='green', symbol='arrow-up'),
                            text=trade_df.loc[trade_df.side==OrderSide.BUY].position_qty),
                row = 1, col=1, secondary_y=False)

fig.add_trace(go.Scatter(x=trade_df.loc[trade_df.side==OrderSide.SELL].index,
                            y=trade_df.loc[trade_df.side==OrderSide.SELL].price,
                            mode="markers+text",
                            name="SELL Trades",
                            customdata=trade_df.loc[trade_df.side==OrderSide.SELL].orderid,
                            marker=dict(size=15, color='red', symbol='arrow-down'),
                            text=trade_df.loc[trade_df.side==OrderSide.SELL].qty),
                row = 1, col=1, secondary_y=False)

#add avgprices of all buy trades

fig.add_trace(go.Scatter(x=trade_df.loc[trade_df.side==OrderSide.BUY].index,
                    y=trade_df.loc[trade_df.side==OrderSide.BUY].pos_avg_price,
                    mode="markers+text",
                    name="BUY Trades avg prices",
                    customdata=trade_df.loc[trade_df.side==OrderSide.BUY].orderid,
                    marker=dict(size=15, color='blue', symbol='diamond-wide'),
                    text=trade_df.loc[trade_df.side==OrderSide.BUY].position_qty),
        row = 1, col=1, secondary_y=False)

#display ohlcv
fig.add_trace(go.Candlestick(x=hist_df.index,
                            open=hist_df['open'],
                            high=hist_df['high'],
                            low=hist_df['low'],
                            close=hist_df['close'],
                            name = "OHLC"),
                row = 1, col=1, secondary_y=False)

#addvwap
fig.add_trace(go.Scatter(x=hist_df.index,
                            y=hist_df.vwap,
                            mode="lines",
                            opacity=1,
                            name="VWAP"
                            ),
                row = 1, col=1,secondary_y=False)


#display indicators from history
for col in ind_df.columns:
    fig.add_trace(go.Scatter(x=ind_df.index, y = ind_df[col], mode = 'lines', name = col),
                    row = 1, col=1, secondary_y=False)

fig.add_trace(go.Bar(x=hist_df.index, y=hist_df.volume, showlegend=True, marker_color='#ef5350', name='Volume'), row=2,
            col=1)

# fig= fig.add_trace([go.Table(header=dict(values=list(open_orders_df.columns),
#                                         align='center',
#                                         font=dict(family='Segoe UI',color='black', size=12)),
#                              cells=dict(values=open_orders_df.transpose().values.tolist(),
#                                         align='center',
#                                         font=dict(family='Segoe UI',color='black', size=12)))])
# fig.add_trace(
#     go.Table(
#         header=dict(
#             values=list(open_orders_df.columns),
#             font=dict(size=10),
#             align="left"
#         ),
#         cells=dict(
#             values=open_orders_df.transpose().values.tolist(),
#             align = "left")
#     ),
#     row=3, col=1
# )

fig.update_layout(xaxis_rangeslider_visible=False)
#fig.update_layout(title=f'Backtesting Results   '+str(Neco.vars), yaxis_title=f'Price')
fig.update_layout(yaxis_title=f'Price')
fig.update_yaxes(title_text=f'Price', secondary_y=False)
fig.update_yaxes(title_text=f'Cash value', secondary_y=True)
fig.update_yaxes(title_text=f'Volume', row=2, col=1)
fig.update_xaxes(title_text='Date', row=2)
##KONEC PUVODNI FIG
app = dash.Dash(__name__)

## Define the title for the app
mytitle = dcc.Markdown('# Backtesting results')
button = html.Button('save static', id='save', n_clicks=0)
saved = html.Span('', id='saved')
textik1 = html.Div('''
    STrategy NAME XXXX''')
textik2 = html.Div('''
    Tested period OD -- DO''')
textik3 = html.Div('''
    Stratvars:'''+ str(Neco.vars))
textik4 = html.Div('''
    Started at:''' + str(datetime.datetime.now())+ "  Ended at XXXX" + "Duration: 23min")
textik5 = html.Div('''
    Cash start:''' + str(111)+ "  Cash final" + "2222")
textik6 = html.Div('''
    Open orders:''' + str(len(open_orders)))
textik7 = html.Div('''
    Trades:''' + str(len(trades)))
orders_title = dcc.Markdown('## Open orders')
trades_title = dcc.Markdown('## Trades')
## Define the graph
mygraph= dcc.Graph(id = "hlavni-graf", figure=fig)

open_orders_table = dash_table.DataTable(
    id="orderstable",
    data=open_orders_df.to_dict('records'),
    columns=[{'id': c, 'name': c} for c in open_orders_df.columns],
    sort_action="native",
    row_selectable="single",
    column_selectable=False,
    fill_width = False,
    filter_action = "native",
    style_table={
        'height': 500,
        'overflowY': 'scroll'
    },
    style_header={
        'backgroundColor': 'lightgrey',
        'color': 'black'
    },
    style_data={
        'backgroundColor': 'white',
        'color': 'black'
    },
    style_cell={
        'overflow': 'hidden',
        'textOverflow': 'ellipsis',
        'maxWidth': 220,
        'minWidth': 5,
        'width': 5
    }
)

trades_table = dash_table.DataTable(
    id="tradestable",
    data=trade_df.to_dict('records'),
    columns=[{'id': c, 'name': c} for c in trade_df.columns],
    sort_action="native",
    row_selectable="single",
    column_selectable=False,
    fill_width = False,
    filter_action = "native",
    style_table={
        'height': 500,
        'overflowY': 'scroll'
    },
    style_header={
        'backgroundColor': 'lightgrey',
        'color': 'black'
    },
    style_data={
        'backgroundColor': 'white',
        'color': 'black'
    },
    style_cell={
        'overflow': 'hidden',
        'textOverflow': 'ellipsis',
        'maxWidth': 220,
        'minWidth': 5,
        'width': 5
    }
    # page_size=15
)

@app.callback(Output("tradestable", "style_data_conditional"),
              Input("hlavni-graf", "hoverData"))
def highlight(hoverData):
    #print(hoverData)
    if hoverData is None:
        return None
    try:
        row = hoverData["points"][0]["customdata"]
    except KeyError:
        return None
    #print(row)

    #print({"if": {"filter_query": "{{orderid}}={}".format(row)}, "backgroundColor": "lightgrey"})
    return [
        {"if": {"filter_query": "{{orderid}}={}".format(row)}, "backgroundColor": "lightgrey"}
    ]
@app.callback(Output("orderstable", "style_data_conditional"),
              Input("hlavni-graf", "hoverData"))
def highlight(hoverData):
    #print(hoverData)
    if hoverData is None:
        return None
    try:
        row = hoverData["points"][0]["customdata"]
    except KeyError:
        return None
    #print(row)

    #print({"if": {"filter_query": "{{orderid}}={}".format(row)}, "backgroundColor": "lightgrey"})
    return [
        {"if": {"filter_query": "{{orderid}}={}".format(row)}, "backgroundColor": "lightgrey"}
    ]

@app.callback(
    Output('saved', 'children'),
    Input('save', 'n_clicks'),
)
def save_result(n_clicks):
    if n_clicks == 0:
        return 'not saved'
    else:
        bt_dir = "backtestresults/"+ state.symbol + str(datetime.datetime.now())
        make_static(f'http://127.0.0.1:{port}/', bt_dir)
        return 'saved'

## Customize your layout
app.layout = dbc.Container([mytitle,button,saved, textik1, textik2, textik3, textik4, textik5, textik6,textik7, mygraph, trades_title, trades_table, orders_title, open_orders_table])

if __name__ == '__main__':
    port = 9050
    app.run_server(debug=True, port = port)