from datetime import datetime, timedelta

import pandas as pd

import dash_table

from dash.dependencies import Input, Output, State

import dash_html_components as html

import dash_bootstrap_components as dbc

import dash_core_components as dcc

from app import app, cache

import plotly.graph_objs as go

import component.intervalTab

from config import prediction_interval, show_prediction, standard_pattern, focus_range, pattern_name, predict_trend, \

except_interval, path

from page import realTimePage, predictionPage, backTestPage, stockInfoPage, aboutPage, notFoundPage

from service import Service

TIMEOUT = 60 * 60 * 1000

stock_stage = None

@app.callback(

[Output(f"{path[i][1:]}", "active") for i in range(len(path))],

[Input("url", "pathname")],

)

def toggle_active_links(pathname):

return [pathname == f"{path[i]}" for i in range(len(path))]

@app.callback(Output("page-content", "children"), [Input("url", "pathname")])

def render_page_content(pathname):

return notFoundPage.generateNotFound(f"The pathname {pathname} was not recognised...")

@app.callback(

Output("tab-content", "children"),

[Input("tabs", "active_tab"),

Input("stock-variable", "value"),

Input("chart-variable", "value"), ]

)

def render_real_time_tab_content(active_tab, stock, chartType):

))

@app.callback(Output('live-graph', 'figure'),

[Input('graph-update', 'n_intervals'),

Input("tabs", "active_tab"),

Input("stock-variable", "value"),

Input("chart-variable", "value"), ],

[State('live-graph', 'figure')])

def update_graph_scatter(i, interval, stock, chartType, figure):

return figure

@app.callback(

Output("prediction-graph", "children"),

[Input("stock-prediction-variable", "value")]

)

def render_prediction_graph(stock):

return container

@app.callback(Output("callback-temp", "children"), [Input('prediction-cache', 'n_intervals')])

def delete_cache(n):

if n == 0:

return

cache.clear()

@app.callback(

Output("backTest-graph", "children"),

[Input("stock-backTest-variable", "value")]

)

def render_backTest_graph(stock):

return graphs

@app.callback(

Output('image', 'src'),

[Input('stock_dropdown', 'value')])

def update_image_src(value):

return "assets/MSFT.png"

@app.callback(

Output('dd-output-container', 'children'),

[Input('stock_dropdown', 'value')])

def update_output(value):

return "Microsoft Corporation develops, licenses, and supports software, services, devices, and solutions worldwide. Its Productivity and Business Processes segment offers Office, Exchange, SharePoint, Microsoft Teams, Office 365 Security and Compliance, and Skype for Business, as well as related Client Access Licenses (CAL); Skype, Outlook.com, and OneDrive; LinkedIn that includes Talent and marketing solutions, and subscriptions; and Dynamics 365, a set of cloud-based and on-premises business solutions for small and medium businesses, large organizations, and divisions of enterprises. Its Intelligent Cloud segment licenses SQL and Windows Servers, Visual Studio, System Center, and related CALs; GitHub that provides a collaboration platform and code hosting service for developers; and Azure, a cloud platform. It also provides support services and Microsoft consulting services to assist customers in developing, deploying, and managing Microsoft server and desktop solutions; and training and certification to developers and IT professionals on various Microsoft products. Its More Personal Computing segment offers Windows OEM licensing and other non-volume licensing of the Windows operating system; Windows Commercial, such as volume licensing of the Windows operating system, Windows cloud services, and other Windows commercial offerings; patent licensing; Windows Internet of Things; and MSN advertising. It also provides Microsoft Surface, PC accessories, and other intelligent devices; Gaming, including Xbox hardware, and Xbox software and services; video games and third-party video game royalties; and Search, including Bing and Microsoft advertising. It sells its products through distributors and resellers; and directly through digital marketplaces, online stores, and retail stores. It has strategic partnerships with Humana Inc., Nokia, Telkomsel, Swiss Re, Kubota Corporation, and FedEx Corp. The company was founded in 1975 and is headquartered in Redmond, Washington."

@app.callback(

Output(component_id='income_table', component_property='children'),

[Input(component_id='stock_dropdown', component_property='value')]

)

def update_table(stock_dropdown):

)

@app.callback(

Output(component_id='stakeholder_table', component_property='children'),

[Input(component_id='stock_dropdown', component_property='value')]

)

def update_table2(stock_dropdown):

)

def normalize(max_scale, min_scale, data):

return output