solara
solara copied to clipboard
POC: fix: make altair and vega work in colab
This might break classic notebook where requirejs is already available. Proof of concept fix.
The following code on colab works:
import altair as alt
import pandas as pd
from vega_datasets import data
import IPython.display
# make solara use a real cdn, since the solara cdn proxy is not available
display(IPython.display.Javascript("solara_cdn = 'https://cdn.jsdelivr.net/npm/'"))
import solara
# title = "Altair visualization"
source = data.seattle_weather()
selected_datum = solara.reactive(None)
@solara.component
def Page():
def on_click(datum):
selected_datum.value = datum
chart = (
alt.Chart(source, title="Daily Max Temperatures (C) in Seattle, WA")
.mark_rect()
.encode(
alt.X("date(date):O"),
alt.Y("month(date):O"),
alt.Color("max(temp_max)"),
tooltip=[
alt.Tooltip("monthdate(date)", title="Date"),
alt.Tooltip("max(temp_max)", title="Max Temp"),
],
)
.configure_view(step=13, strokeWidth=0)
.configure_axis(domain=False)
)
with solara.Card("Annual Weather Heatmap for Seattle, WA"):
solara.AltairChart(chart, on_click=on_click)
df = source
if selected_datum.value:
month_date = selected_datum.value["monthdate_date_end"]
dt = pd.to_datetime(month_date)
df = df[(df["date"].dt.month == dt.month) & (df["date"].dt.day == dt.day)]
solara.Markdown(f"Day of year: {dt.month_name()} - {dt.day}")
solara.Button("Clear selection", on_click=lambda: selected_datum.set(None))
solara.display(df)
with solara.Details("Click data"):
solara.Markdown(
f"""
Click data:
```
{selected_datum.value}
```
"""
)
else:
solara.Markdown("Click on the chart to see data for a specific day")
Page()