Can you please help me to refresh my figure? I have added new "p" variable within the callback function to reset my figure but it does not work. It just shows me an empty figure. Every time I press the button, it overlaps the new plot on the top of the old one. I have tried to use reset.emit() method but it says 'Figure' object has no attribute 'rest'. I also want to add the title in the figure, but it contains a variable. item_input, but I don't know where to start...
bokeh server version 2.0.2 Python 3.8.1 Tornado 6.0.3
from pandas import read_csv
from pandas import to_datetime
from bokeh.layouts import column
from bokeh.plotting import figure, curdoc
from bokeh.models import ColumnDataSource, HoverTool, Title, TextInput, Button
source_data = 'somewhere'
def call_back():
try:
item_input = item.value
df = read_csv(source_data)
df1 = df[df['item'] == int(item_input)]
title = str(item_input) + ' ' + df1.iloc[0]['name']
source = ColumnDataSource(data=dict(
system_qty = df1['system_qty'],
man_date = to_datetime(df1['man_date']),
))
p.circle(
x='man_date', y='system_qty'
)
hover = HoverTool(
tooltips = [
("Manufacturing Date", "@man_date{%Y-%m-%d}"),
("Reserved Qty", "@reserved_qty"),
],
formatters = {
'@man_date': 'datetime'
},
)
p.add_tools(hover)
p.add_layout(Title(text="Manufacturing Date", align="center"), "below")
p.add_layout(Title(text="Quantity", align="center"), "left")
except ValueError:
raise
p = figure(x_axis_type='datetime')
item = TextInput(value='', title="Item:")
button = Button(label='Submit')
button.on_click(call_back)
curdoc().add_root(column(item, button, p))
Call methods of p
only once, do not call them in a callback. Also, in general you should also create instances of Bokeh models just once, especially of ColumnDataSource
. Create it once and then just reassign its data
property in the callback.