def update_search_term(attrname, old, new):
"""Activated by the search button callback. It will check for if the player is looking for a player or a team, then it will checks the style of plot requested. The function will then generate the desired plot and update the values of the slider to match the active years of the player or team """
rootLayout = curdoc().get_model_by_name('mainLayout')
listOfSubLayouts = rootLayout.children
if button_group2.active == 1:
if button_group1.active == 0:
print(search_bar.value)
plotToRemove = curdoc().get_model_by_name('plot')
player = map_classes.Player(search_bar.value)
season = player.final_season()
p2 = player.hex_freq(season)
rookie = player.rookie_season()
final = player.final_season()
index1 = int(rookie[0:4])
index2 = int(final[0:4])
if index1==index2:
index1 = index2-1
slider = curdoc().get_model_by_name('slider')
slider.start = index1
slider.end = index2
slider.value = index2
plotToAdd = p2
else:
print(search_bar.value)
plotToRemove = curdoc().get_model_by_name('plot')
team = map_classes.Team(search_bar.value)
p2 = team.hex_freq('2017-18')
slider = curdoc().get_model_by_name('slider')
slider.start = 1996
slider.end = 2017
slider.value = 2017
plotToAdd = p2
else:
if button_group1.active == 0:
print(search_bar.value)
plotToRemove = curdoc().get_model_by_name('plot')
player = map_classes.Player(search_bar.value)
season = player.final_season()
p2 = player.hex_accuracy(season)
rookie = player.rookie_season()
final = player.final_season()
index1 = int(rookie[0:4])
index2 = int(final[0:4])
if index1==index2:
index1 = index2-1
slider = curdoc().get_model_by_name('slider')
slider.start = index1
slider.end = index2
slider.value = index2
plotToAdd = p2
else:
print(search_bar.value)
plotToRemove = curdoc().get_model_by_name('plot')
team = map_classes.Team(search_bar.value)
p2 = team.hex_accuracy('2017-18')
slider = curdoc().get_model_by_name('slider')
slider.start = 1996
slider.end = 2017
slider.value = 2017
plotToAdd = p2
def update_search_term(attrname, old, new):
"""Activated by the search button callback. It will check for if the player is looking for a player or a team, then it will checks the style of plot requested. The function will then generate the desired plot and update the values of the slider to match the active years of the player or team """
rootLayout = curdoc().get_model_by_name('mainLayout')
listOfSubLayouts = rootLayout.children
#if frequency button is active create frequency plots
if button_group2.active == 1:
#if player button is active initialize player class
if button_group1.active == 0:
print(search_bar.value)
#initialize class with search bar value
player = map_classes.Player(search_bar.value)
#get final and rookie seasons to set slider values
season = player.final_season()
rookie = player.rookie_season()
final = player.final_season()
index1 = int(rookie[0:4])
index2 = int(final[0:4])
#in case of rookies define 2 indexes so the slider doesn't break
if index1 == index2:
index1 = index2 - 1
slider = curdoc().get_model_by_name('slider')
slider.start = index1
slider.end = index2
slider.value = index2
#otherwise do similar things for team, but set slider values to include
#all possible years
else:
print(search_bar.value)
team = map_classes.Team(search_bar.value)
slider = curdoc().get_model_by_name('slider')
slider.start = 1996
slider.end = 2017
slider.value = 2017
#same process but for accuracy button being active
else:
if button_group1.active == 0:
print(search_bar.value)
player = map_classes.Player(search_bar.value)
season = player.final_season()
rookie = player.rookie_season()
final = player.final_season()
index1 = int(rookie[0:4])
index2 = int(final[0:4])
if index1 == index2:
index1 = index2 - 1
slider = curdoc().get_model_by_name('slider')
slider.start = index1
slider.end = index2
slider.value = index2
else:
print(search_bar.value)
team = map_classes.Team(search_bar.value)
slider = curdoc().get_model_by_name('slider')
slider.start = 1996
slider.end = 2017
slider.value = 2017
def update_year(attrname, old, new):
"""Activates when the mouse is released over a new slider position or when a new palyer/team is requested. The plot for the correct year is generated using the slider value to create a string for the correct season to pass to map_classes (eg. 2017 --> '2018-2018'). The script removes the old plot from the layout matrix and renders the new one in its place. Both radio button groups are also checked to provide the correct plot type."""
rootLayout = curdoc().get_model_by_name('mainLayout')
listOfSubLayouts = rootLayout.children
#if player button is active initialize player classes
if button_group1.active == 0:
#determine what type of plot is beign asked for and build that one
if button_group2.active == 1:
print(slider.value)
#remove current plot
plotToRemove = curdoc().get_model_by_name('plot')
listOfSubLayouts.remove(plotToRemove)
#initialize player class and get the updated year
player = map_classes.Player(search_bar.value)
nextyear = str(slider.value + 1)
years = str(slider.value) + '-' + nextyear[2:4]
#plot relevant data
p2 = player.hex_freq(season=years)
plotToAdd = p2
listOfSubLayouts.append(plotToAdd)
#same as above with a different type of plot
else:
print(slider.value)
plotToRemove = curdoc().get_model_by_name('plot')
listOfSubLayouts.remove(plotToRemove)
player = map_classes.Player(search_bar.value)
nextyear = str(slider.value + 1)
years = str(slider.value) + '-' + nextyear[2:4]
p2 = player.hex_accuracy(season=years)
plotToAdd = p2
listOfSubLayouts.append(plotToAdd)
#same process as above for teams
else:
if button_group2.active == 1:
print(slider.value)
plotToRemove = curdoc().get_model_by_name('plot')
listOfSubLayouts.remove(plotToRemove)
team = map_classes.Team(search_bar.value)
nextyear = str(slider.value + 1)
years = str(slider.value) + '-' + nextyear[2:4]
p2 = team.hex_freq(season=years)
plotToAdd = p2
listOfSubLayouts.append(plotToAdd)
else:
print(slider.value)
plotToRemove = curdoc().get_model_by_name('plot')
listOfSubLayouts.remove(plotToRemove)
team = map_classes.Team(search_bar.value)
nextyear = str(slider.value + 1)
years = str(slider.value) + '-' + nextyear[2:4]
p2 = team.hex_accuracy(years)
plotToAdd = p2
listOfSubLayouts.append(plotToAdd)
def update_plot_type(attrname, old, new):
"""Activted by the radio button callback function when the staus of the button pressed changes. The function will check the new state and display the desired frequency or accuracy plot for the team or player string in the search input box"""
rootLayout = curdoc().get_model_by_name('mainLayout')
listOfSubLayouts = rootLayout.children
#if player button is active make player plots
if button_group1.active == 0:
#determine what type of plot is generated
if button_group2.active == 1:
#remove current plot
plotToRemove = curdoc().get_model_by_name('plot')
listOfSubLayouts.remove(plotToRemove)
#use search bar value to initialize class
player = map_classes.Player(search_bar.value)
#format the current season
season = str(slider.value) + '-' + str(slider.value + 1)[2:4]
#generate relevant plot
p2 = player.hex_freq(season)
plotToAdd = p2
#add plot
listOfSubLayouts.append(plotToAdd)
#same process for other type of plot
else:
plotToRemove = curdoc().get_model_by_name('plot')
listOfSubLayouts.remove(plotToRemove)
player = map_classes.Player(search_bar.value)
season = str(slider.value) + '-' + str(slider.value + 1)[2:4]
p2 = player.hex_accuracy(season)
plotToAdd = p2
listOfSubLayouts.append(plotToAdd)
#same process as above for teams
else:
if button_group2.active == 1:
plotToRemove = curdoc().get_model_by_name('plot')
listOfSubLayouts.remove(plotToRemove)
team = map_classes.Team(search_bar.value)
season = str(slider.value) + '-' + str(slider.value + 1)[2:4]
p2 = team.hex_freq(season)
plotToAdd = p2
listOfSubLayouts.append(plotToAdd)
else:
plotToRemove = curdoc().get_model_by_name('plot')
listOfSubLayouts.remove(plotToRemove)
team = map_classes.Team(search_bar.value)
season = str(slider.value) + '-' + str(slider.value + 1)[2:4]
p2 = team.hex_accuracy(season)
plotToAdd = p2
listOfSubLayouts.append(plotToAdd)
def update_plot_type(attrname, old, new):
"""Activted by the radio button callback function when the staus of the button pressed changes. The function will check the new state and display the desired frequency or accuracy plot for the team or player string in the search input box"""
rootLayout = curdoc().get_model_by_name('mainLayout')
listOfSubLayouts = rootLayout.children
if button_group1.active == 0:
if button_group2.active == 1:
plotToRemove = curdoc().get_model_by_name('plot')
listOfSubLayouts.remove(plotToRemove)
player = map_classes.Player(search_bar.value)
season = str(slider.value)+'-'+str(slider.value+1)[2:4]
p2 = player.hex_freq(season)
plotToAdd = p2
listOfSubLayouts.append(plotToAdd)
else:
plotToRemove = curdoc().get_model_by_name('plot')
listOfSubLayouts.remove(plotToRemove)
player = map_classes.Player(search_bar.value)
season = str(slider.value)+'-'+str(slider.value+1)[2:4]
p2 = player.hex_accuracy(season)
plotToAdd = p2
listOfSubLayouts.append(plotToAdd)
else:
if button_group2.active == 1:
plotToRemove = curdoc().get_model_by_name('plot')
listOfSubLayouts.remove(plotToRemove)
team = map_classes.Team(search_bar.value)
season = str(slider.value)+'-'+str(slider.value+1)[2:4]
p2 = team.hex_freq(season)
plotToAdd = p2
listOfSubLayouts.append(plotToAdd)
else:
plotToRemove = curdoc().get_model_by_name('plot')
listOfSubLayouts.remove(plotToRemove)
team = map_classes.Team(search_bar.value)
season = str(slider.value)+'-'+str(slider.value+1)[2:4]
p2 = team.hex_accuracy(season)
plotToAdd = p2
listOfSubLayouts.append(plotToAdd)
from bokeh.models import ColumnDataSource, CDSView, IndexFilter,Button, CustomJS
from bokeh.events import ButtonClick
from bokeh.util.hex import hexbin
from bokeh.client import push_session
import pandas as pd
import csv
import pickle
import os
import numpy as np
import map_classes
from map_classes import *
# Set up plot
"""Deifnes default player plot that will be shown when the page is rendered for the first time"""
player = map_classes.Player('Kevin Durant')
p1 = player.hex_accuracy('2017-18')
# Set up widgets
"""Creates the objects from bokeh.widgets that will be used to interact with the plot"""
search_bar = TextInput(title="Search (eg. Kevin Durant or GSW)", value='Kevin Durant')
search = Button(label="Go", button_type="success")
slider = Slider(start=2007, end=2017, value=2017, step=1, title="Season",name="slider",callback_policy = "mouseup")
button_group1 = RadioButtonGroup(labels=["Player", "Team"], active=0)
button_group2 = RadioButtonGroup(labels=["Accuracy", "Frequency"], active=0)
# Set up layouts and add to document
"""Sets up the widgets and plot in an html document that will be pushed to the website"""
inputs = widgetbox(button_group1, search_bar,search, button_group2, slider,name='Widgets')