Shorthands & Store
To assist you with the development we added various shorthands that will make your code more compact.
We also added store functions, which enable you to save either a chart state or a whole animation into a variable that you can reuse later instead of setting up that state or animation once again.
Info - How to setup Chart
import pandas as pd
from ipyvizzu import Chart, Data, Config
df = pd.read_csv(
"https://ipyvizzu.vizzuhq.com/0.17/assets/data/music_data.csv"
)
data = Data()
data.add_df(df)
chart = Chart()
chart.animate(
data,
Config(
{
"channels": {
"y": {"set": ["Popularity", "Kinds"]},
"x": {"set": ["Genres"]},
"color": {"set": ["Kinds"]},
"label": {"set": ["Popularity"]},
},
}
),
)
chart.animate(
Config(
{
"align": "stretch",
}
)
)
Let's save this state by calling the store
function.
snapshot = chart.store()
If you set/attach/detach just one series on a channel, you don't have to put
that series into an array. Also, let's save this animation by calling the
store
method of the control
chart object.
chart.animate(
Config(
{
"channels": {
# "x": { "attach": [ "Kinds" ] },
"x": {"attach": "Kinds"},
# "y": { "detach": [ "Kinds" ] },
"y": {"detach": "Kinds"},
},
"align": "none",
}
)
)
animation = chart.control.store()
If you use set on a channel and no other options like range, you don't have to express that channel as an object. If you only set one series on a channel you can simply write the series' name after the channel name.
chart.animate(
Config(
{
"channels": {
# "y": { "set": [ "Kinds", "Popularity" ] },
"y": ["Kinds", "Popularity"],
# "x": { "set": [ "Genres" ] },
"x": "Genres",
}
}
)
)
In any case, you can simply omit the channel
object, ipyvizzu
will
automatically recognize the channels by their names.
chart.animate(
Config(
{
# "channels": {
"y": "Kinds",
"x": ["Genres", "Popularity"],
# }
}
)
)
Instead of creating nested objects, you can set the styles like this.
chart.animate(
Style(
{
# "plot": { "xAxis": { "label": { "fontSize": "150%" } } },
"plot.xAxis.label.fontSize": "150%",
"title.backgroundColor": "#A0A0A0",
}
)
)
Shorthands feature can be switched off if not needed:
chart.feature("shorthands", False)
This is how you can reuse a previously stored animation.
chart.animate(animation)
You can also get back to a state that you previously stored.
chart.animate(snapshot)