Plot / Vega-lite

Make a plot using Vega-lite.

from h2o_wave import site, data, ui
page = site['/demo']
spec1 = '''
{
"description": "A simple bar plot with embedded data.",
"data": {
"values": [
{"a": "A","b": 28}, {"a": "B","b": 55}, {"a": "C","b": 43},
{"a": "D","b": 91}, {"a": "E","b": 81}, {"a": "F","b": 53},
{"a": "G","b": 19}, {"a": "H","b": 87}, {"a": "I","b": 52}
]
},
"mark": "bar",
"encoding": {
"x": {"field": "a", "type": "ordinal"},
"y": {"field": "b", "type": "quantitative"}
}
}
'''
page.add('embedded', ui.vega_card(
box='1 1 2 4',
title='Plot with embedded data',
specification=spec1,
))
# The following produces the same plot as above, but separates the
# Vega-lite spec from the data. This allows you to create a plot once
# and update data multiple times.
spec2 = '''
{
"description": "A simple bar plot with embedded data.",
"mark": "bar",
"encoding": {
"x": {"field": "a", "type": "ordinal"},
"y": {"field": "b", "type": "quantitative"}
}
}
'''
data2 = data(fields=["a", "b"], rows=[
["A", 28], ["B", 55], ["C", 43],
["D", 91], ["E", 81], ["F", 53],
["G", 19], ["H", 87], ["I", 52]
])
page.add('external', ui.vega_card(
box='1 5 2 4',
title='Plot with external data',
specification=spec2,
data=data2,
))
page.save()

Tags: โ€‚plot โ€‚vega