I am trying to use a Holoviz Panel dropdown widget value to query a dataframe. The dataframe however does not reflect the change in the dropdown value. I added a markdown widget to check if the change in the dropdown value is being captured - It seems to be. However, I can't figure out how to update the dataframe. I am a complete beginner to programming, just trying to learn. Any help is appreciated.
import pandas as pd
import panel as pn
pn.extension()
# Dataframe
df = pd.DataFrame({'CcyPair':['EUR/USD', 'AUD/USD' ,'USD/JPY'],
'Requester':['Client1', 'Client2' ,'Client3'],
'Provider':['LP1', 'LP2' ,'LP3']})
# Dropdown
a2 = pn.widgets.Select(options=list(df.Provider.unique()))
# Query dataframe based on value in Provider dropdown
def query(x=a2):
y = pn.widgets.DataFrame(df[(df.Provider==x)])
return y
# Test Markdown Panel to check if the dropdown change returns value
s = pn.pane.Markdown(object='')
# Register watcher and define callback
w = a2.param.watch(callback, ['value'], onlychanged=False)
def callback(*events):
print(events)
for event in events:
if event.name == 'value':
df1 = query(event.new)
s.object = event.new
# Display Output
pn.Column(query, s)
Figured it out, turned out I just needed to add @pn.depends above my query function. Once I added pn.depends(a2, watch=True), the dataframe was filtered based on a2 input. The callback and watcher were unnecessary.