I am creating a chart in which i want axis values should be same digit after decimal point as in data , i want this data driven .
I know format in axis but i want to avoid this because it create view like repetative on axis . Is there any way without use of format.
I want data driven same upto decimal point as in data because sometime data come upto 2 decimal value and sometime four decimal value
Expected Output
I make this using format but i want this same number of digit as in data (dynamic data driven )
This is non trivial and you still have to use the format expression to get it working. In the example below, I take the first value in your dataset(provided as a string) and use the number of decimal places to specify the format string dynamically. Try changing the first row from 1.000 to 1.0000 for instance.
{
"$schema": "https://vega.github.io/schema/vega/v5.json",
"description": "A simple bar chart with embedded data.",
"background": "white",
"padding": 5,
"height": 200,
"style": "cell",
"data": [
{
"name": "source_0",
"values": [
{"a": "A", "b": "1.000"},
{"a": "B", "b": 2},
{"a": "C", "b": 3},
{"a": "D", "b": 4},
{"a": "E", "b": 5},
{"a": "F", "b": 6},
{"a": "G", "b": 7},
{"a": "H", "b": 8},
{"a": "I", "b": 9}
]
},
{
"name": "data_0",
"source": "source_0",
"transform": [
{
"type": "stack",
"groupby": ["a"],
"field": "b",
"sort": {"field": [], "order": []},
"as": ["b_start", "b_end"],
"offset": "zero"
},
{
"type": "filter",
"expr": "isValid(datum[\"b\"]) && isFinite(+datum[\"b\"])"
}
]
}
],
"signals": [
{"name": "test", "update": "length(split(toString(data('source_0')[0]['b']),'.')[1])"},
{"name": "x_step", "value": 20},
{
"name": "width",
"update": "bandspace(domain('x').length, 0.1, 0.05) * x_step"
}
],
"marks": [
{
"name": "marks",
"type": "rect",
"style": ["bar"],
"from": {"data": "data_0"},
"encode": {
"update": {
"fill": {"value": "#4c78a8"},
"ariaRoleDescription": {"value": "bar"},
"description": {
"signal": "\"a: \" + (isValid(datum[\"a\"]) ? datum[\"a\"] : \"\"+datum[\"a\"]) + \"; b: \" + (format(datum[\"b\"], \".3f\"))"
},
"x": {"scale": "x", "field": "a"},
"width": {"signal": "max(0.25, bandwidth('x'))"},
"y": {"scale": "y", "field": "b_end"},
"y2": {"scale": "y", "field": "b_start"}
}
}
}
],
"scales": [
{
"name": "x",
"type": "band",
"domain": {"data": "data_0", "field": "a", "sort": true},
"range": {"step": {"signal": "x_step"}},
"paddingInner": 0.1,
"paddingOuter": 0.05
},
{
"name": "y",
"type": "linear",
"domain": {"data": "data_0", "fields": ["b_start", "b_end"]},
"range": [{"signal": "height"}, 0],
"nice": true,
"zero": true
}
],
"axes": [
{
"scale": "y",
"orient": "left",
"tickRound": false,
"gridScale": "x",
"grid": true,
"tickCount": {"signal": "ceil(height/40)"},
"domain": false,
"labels": false,
"aria": false,
"maxExtent": 0,
"minExtent": 0,
"ticks": false,
"zindex": 0
},
{
"scale": "x",
"orient": "bottom",
"grid": false,
"title": "a",
"labelAngle": 90,
"labelAlign": "left",
"labelBaseline": "middle",
"zindex": 0
},
{
"scale": "y",
"orient": "left",
"grid": false,
"title": "b",
"format": {"signal": "'.'+test+'f'"},
"tickRound": false,
"labelOverlap": true,
"tickCount": {"signal": "ceil(height/40)"},
"zindex": 0
}
]
}