Setting a dynamic domain in Vega-Lite (Deneb) - powerbi

Another week, another Vega-lite question I´m turning to you guys.
It´s actually pretty easy to create KPI cards in Deneb however what´s causing me headache is the positioning of marks.
As you can see on the picture below when the delta is positive it´s pushing the line to the top and when negative then to the bottom of the visual. I´ve tried to set fixed axis which solved my problem however it was not right because you have KPIs where the delta range differs most of the time. So I can´t put a range [-15%,15%] because at KPIs where range is between [-2%,2%] it´s creating a flat line basically. And I don´t want to set axis KPI by KPI separately.
Not even talking about when adding a text label to the visual it can be pushed out from the picture.
Do you have any idea of a workaround that could solve this issue?
Thanks a lot!

The domain can be calculated dynamically as +/- 10% from your data. e.g. this example with no fixing.
{
"$schema": "https://vega.github.io/schema/vega-lite/v5.json",
"data": {
"values": [
{"x": 1, "y": 10},
{"x": 2, "y": 10},
{"x": 3, "y": 10},
{"x": 4, "y": 10},
{"x": 5, "y": 10},
{"x": 6, "y": 10},
{"x": 7, "y": 10}
]
},
"mark": {"type": "line", "point": true},
"encoding": {
"x": {"field": "x", "type": "quantitative"},
"y": {"field": "y", "type": "quantitative"}
}
}
Here it is scaled dynamically.
{
"$schema": "https://vega.github.io/schema/vega-lite/v5.json",
"data": {
"values": [
{"x": 1, "y": 10},
{"x": 2, "y": 10},
{"x": 3, "y": 10},
{"x": 4, "y": 10},
{"x": 5, "y": 10},
{"x": 6, "y": 10},
{"x": 7, "y": 10}
]
},
"transform": [
{
"joinaggregate": [
{"op": "max", "field": "y", "as": "max"},
{"op": "min", "field": "y", "as": "min"}
]
},
{"calculate": "datum.max * 1.2", "as": "max"},
{"calculate": "datum.min * 0.8", "as": "min"}
],
"params": [
{"name": "max", "expr": "data('data_0')[0]['max']"},
{"name": "min", "expr": "data('data_0')[0]['min']"}
],
"mark": {"type": "line", "point": true},
"encoding": {
"x": {"field": "x", "type": "quantitative"},
"y": {
"field": "y",
"type": "quantitative",
"scale": {"domain": {"expr": "[min,max]"}}
}
}
}

Related

How do I use aggregates in grouped marks?

I'm trying to use the min and max aggregates of a quantitative column (Total bombers) grouped by another column (Country) in a rule mark of my visual. I want the rule y property to start at the minimum value of Total bombers and the rule y2 property to end at the maximum value of total bombers, but I can't seem to find the right syntax for the min and max aggregates of the rule mark. I can get the result I'm looking for by not grouping the marks but I would like to implement it for grouped marks so I can re-use it more easily.
Spec for grouped version I'm trying to use min and max aggregates in:
https://vega.github.io/editor/#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-dADW0Hux6npTFMgA
Spec for non-grouped version that achieves what I want to do:
https://vega.github.io/editor/#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-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-vQVKOti9A-ymQDgMMntUlFNgQbgGt4XJJC2xqHMGHEatef6HNFYAdR8PwybVgktl1+XFYAeTiKA6H50AzbQAJKAEIUEohwSKJE9AAAU2DMTAIG0RGsZxqKRQmkAIBxBoRtREnQu21r+t56ZaYJUAGb1UBmdAVnXo5g7R0MqnHZjwX5RFzmaglgCgJAhzdZoSrVdbAlAl5n1jA6AWXuG0aA3LEuQDrLXjqpvWFbgI2-Pb5CCWiS39azkBna+sIsAgEGcSYReBtaHAxzJnvjFtpB7dxBf1dQe0V5ni+r4rjeAgSjBb0ZgurbgJ+HZvgk98PaJXkN7aG1F4ahxWEjEaDBUboyAree8EdjxuRqATROj0yYtXQLtXG6caZsDpmTHO5J86VwHiAdmI8xbc3LuSQuwt9q0JvHeU0mNnwiQforZWOAAEa3rDrOWq854mydh3NAFthGPztv-U2EjUCu3dsAr2ZEhKUX9oHBCUDIysOQXgyOaV5Sx3jrNBUSdsEp1wZTAhmd6YzC-lQhhVci40K5mOXmFdGF82YVzPR7C-xcNSK3NeG8u4c17s4yhEwh6+MOhPRsU8f6iP8vIg+qBl7SMVvwzeBUd57wPu-PMJ9QBnz-tfNJt975ZN-rIip4j0lv15jAT+ucY4-3KS-BRQDPZGI1sqQm5isFbRKKnPatiiFr1IUzKJQsnHF1oR4mQXiXFMIWX4pBATOGSE8ZEWZ1c4ni2fJLRuMsp4hJyeE8skT+5zJiWNdZ8SGwnRqSky53DQkKIylvYOu997qyKcfMup9fTnzqV09J1T2mr06Tk12FtmmtIYR08FOSenWSAA
Any help much appreciated!
What you're trying to do isn't logically possible. You have faceted on country. That means each country gets a line (working), a symbol (working) but how would it get a rule where the start point is one country and the end point is the other. One group does not know anything about the other group so you couldn't have a rule spanning the two countries.
If you want to keep your facet, you can do the following:
{
"$schema": "https://vega.github.io/schema/vega/v5.json",
"description": "A basic line chart example.",
"width": 500,
"height": 200,
"padding": 5,
"signals": [],
"data": [
{
"name": "bombers",
"url": "https://gist.githubusercontent.com/vdvoorder/5b30997d8708dda783bb2b95d2e9ef34/raw/Bomber%2520Gap.csv",
"format": {
"type": "csv",
"parse": {"Total bombers": "number", "Year": "number"}
},
"transform": [
{
"type": "formula",
"as": "date",
"expr": "time(datetime(datum.Year, 1, 1))"
},
{"type": "filter", "expr": "datum.Year <= 1980"}
]
},
{
"name": "bombers2",
"source": "bombers",
"transform": [
{
"type": "pivot",
"field": "Country",
"value": "Total bombers",
"groupby": ["date"]
}
]
}
],
"scales": [
{
"name": "x",
"type": "time",
"range": "width",
"domain": {"data": "bombers", "field": "date"}
},
{
"name": "y",
"type": "linear",
"range": "height",
"nice": true,
"zero": true,
"domain": {"data": "bombers", "field": "Total bombers"}
},
{
"name": "color",
"type": "ordinal",
"range": "category",
"domain": {"data": "bombers", "field": "Country"}
}
],
"axes": [
{"orient": "bottom", "scale": "x"},
{"orient": "left", "scale": "y"}
],
"marks": [
{
"type": "group",
"from": {
"facet": {"name": "series", "data": "bombers", "groupby": "Country"}
},
"marks": [
{
"description": "Line for evolution of total bombers by country",
"type": "line",
"from": {"data": "series"},
"encode": {
"enter": {
"x": {"scale": "x", "field": "date"},
"y": {"scale": "y", "field": "Total bombers"},
"stroke": {"scale": "color", "field": "Country"},
"strokeCap": {"value": "round"},
"strokeWidth": {"value": 3},
"strokeOpacity": {"value": 0.5}
}
}
},
{
"description": "Points for total bombers by country",
"type": "symbol",
"from": {"data": "series"},
"encode": {
"enter": {
"x": {"scale": "x", "field": "date"},
"y": {"scale": "y", "field": "Total bombers"},
"size": {"value": 50},
"fill": {"scale": "color", "field": "Country"},
"strokeWidth": {"value": 20},
"stroke": {"value": "lightskyblue"}
},
"update": {
"fillOpacity": {"value": 1},
"strokeOpacity": {"value": 0}
},
"hover": {"strokeOpacity": {"value": 1}}
}
}
]
},
{
"description": "Rulers between country total bomber numbers",
"type": "rule",
"from": {"data": "bombers2"},
"encode": {
"update": {
"x": {"scale": "x", "field": "date"},
"y": {"scale": "y", "field": "Soviet Union"},
"y2": {"scale": "y", "field": "United States"},
"stroke": {"value": "lightskyblue"},
"strokeWidth": {"value": 3},
"strokeOpacity": {"value": 0.5}
}
}
}
]
}

how to create a shape with min and max values power bi

I have a data below:
xmin xmax ymin ymax
2 4 1 2
4 6 2 3
I wanted to generate a shape which I can use to fill in values. Please assist.
Thank you
Create your data like this.
Make sure every column says do not aggregate.
Import the Deneb visual from marketplace.
Add the fields to the Deneb visual well as follows:
Paste the following code into Deneb.
{
"$schema": "https://vega.github.io/schema/vega-lite/v5.json",
"width": 300,
"height": 240,
"background": "white",
"data": {"name": "dataset"},
"layer": [
{
"mark": {"type": "rect", "color": "#9bc2e6"}
}
],
"encoding": {
"x": {
"field": "xmin",
"type": "quantitative",
"scale": {"domain": [0, 10]}
},
"x2": {"field": "xmax"},
"y": {
"field": "ymin",
"type": "quantitative",
"scale": {"domain": [8, 0]}
},
"y2": {"field": "ymax"},
"color":{"field": "id"}
}
}
That's it.

How to visualize two rectangles in Power BI

How to display two rectangles, on inside the other in a Power BI visual? Of course, given rectangle coordinates and sizes. Preferably using native visuals.
Example:
Bigger rectangle (frame) size is width:10 hight:8
Inside Rectangle size is width:3, hight:2, x:4, y:5
I do not care about the display of the numbers or axes. Just the blue and red rectangles.
In case you change your mind, here is a Vega-Lite version. You can literally just drop the code into Deneb and don't need to do anything else.
{
"$schema": "https://vega.github.io/schema/vega-lite/v5.json",
"width": 300,
"height": 240,
"background": "#9bc2e6",
"data": {"values": [{"x": 3, "x2": 6, "y": 4, "y2": 6}]},
"mark": {"type": "rect", "color": "#c00000"},
"encoding": {
"x": {
"field": "x",
"type": "quantitative",
"scale": {"domain": [0, 10]},
"axis": {
"gridColor": "white",
"gridWidth": 1,
"domain": false,
"title": "x",
"orient": "top"
}
},
"x2": {"field": "x2"},
"y": {
"field": "y",
"type": "quantitative",
"scale": {"domain": [8, 0]},
"axis": {
"gridColor": "white",
"gridWidth": 1,
"domain": false,
"title": "y"
}
},
"y2": {"field": "y2"}
}
}
Edit:
You mean like this?
{
"$schema": "https://vega.github.io/schema/vega-lite/v5.json",
"width": 300,
"height": 240,
"background": "white",
"layer": [
{
"data": {"values": [{"rect":1,"x": 0, "x2": 10, "y": 0, "y2": 8}]},
"mark": {"type": "rect", "color": "#9bc2e6"}
},
{
"data": {"values": [{"rect":2, "x": 3, "x2": 6, "y": 4, "y2": 6}]},
"mark": {"type": "rect", "color": "#c00000"}
}
],
"encoding": {
"x": {
"field": "x",
"type": "quantitative",
"scale": {"domain": [0, 10]},
"axis": null
},
"x2": {"field": "x2"},
"y": {
"field": "y",
"type": "quantitative",
"scale": {"domain": [8, 0]},
"axis": null
},
"y2": {"field": "y2"}
}
}

How do you change the font formatting of a single axis label value

I have a text field ['Region'] with four values {Global, AMER, APAC, EMEA}. I have a simple bar chart and want the label to be bold only for 'Global' but have been unable to do so.
I tried:
{
"$schema": "https://vega.github.io/schema/vega-lite/v5.json",
"data": { "values": [
{"Region": "Global", "Months": 1, "RegionRank":1},
{"Region": "AMER", "Months": -1, "RegionRank":2},
{"Region": "APAC", "Months": 3, "RegionRank":3}, {"Region": "EMEA", "Months": 2, "RegionRank":4}
]},
"layer": [
{
"mark": {
"type": "bar",
"filled": false,
"stroke": "gray",
"strokeDash": [3.6],
"strokeWidth": 3
}
},
{
"mark": {
"type": "text",
"fontSize": 14,
"xOffset": {
"expr": "datum['Months']<0 ? -15:15"
}
},
"encoding": {
"text": {
"field": "Months",
"format": "+.0f"
}
}
}
],
"encoding": {
"y": {
"field": "Region",
"type": "nominal",
"axis": {
"offset": 10,
"title": null,
// problem section
"labelFontWeight": {
"condition": {"test": "datum['Region'] == 'Global'","value":"bold"},
"value":"normal"
}
},
"sort": {
"op": "min",
"field": "RegionRank",
"order": "ascending"
}
},
"x": {
"field": "Months",
"type": "quantitative",
"axis": {"title": null}
}
}
}
but there is no change to the label font weight.
What is interesting is that I switched the result conditions, making the '==Global' result "normal" and the else "bold" and it changed font weight on all the labels to bold. That leads me to believe that my condition is never being evaluated as true. Any ideas why? Is what I want to do - changing a signal value in an axis label - possible?
You mean like this?
{
"$schema": "https://vega.github.io/schema/vega-lite/v5.json",
"data": {
"values": [
{"Region": "Global", "Months": 1, "RegionRank": 1},
{"Region": "AMER", "Months": -1, "RegionRank": 2},
{"Region": "APAC", "Months": 3, "RegionRank": 3},
{"Region": "EMEA", "Months": 2, "RegionRank": 4}
]
},
"layer": [
{
"mark": {
"type": "bar",
"filled": false,
"stroke": "gray",
"strokeDash": [3.6],
"strokeWidth": 3
}
},
{
"mark": {
"type": "text",
"fontSize": 14,
"xOffset": {"expr": "datum['Months']<0 ? -15:15"}
},
"encoding": {"text": {"field": "Months", "format": "+.0f"}}
}
],
"encoding": {
"y": {
"field": "Region",
"type": "nominal",
"axis": {
"offset": 10,
"title": null,
"labelFontWeight": {
"condition": {"test": "datum.label == 'Global'", "value": "bold"},
"value": "normal"
}
},
"sort": {"op": "min", "field": "RegionRank", "order": "ascending"}
},
"x": {"field": "Months", "type": "quantitative", "axis": {"title": null}}
}
}

ELASTIC SEARCH SERVICE AWS: scroll api do not give me expected response

I am using scroll api to get search results using scroll_id and my request is :
https://my-es-domain-5euba7647rpc35m5utkiwweds.eu-west-1.es.amazonaws.com/_search/scroll?scroll_id=123
The weird thing is that as a response I am getting this:
{
"took": 1,
"timed_out": false,
"_shards": {
"total": 5,
"successful": 5,
"skipped": 0,
"failed": 0
},
"hits": {
"total": 3,
"max_score": 1,
"hits": []
}
}
Is there anything that I am missing here? Why I am not getting the rest of my search results?
As you can see hits property is empty.
EDIT: Just to note that when I try to get all results using scroll api then everything is ok:
https://my-es-domain-5euba7647rpc35m5utkiwweds.eu-west-1.es.amazonaws.com/_search?scroll=5m&size=3
{
"_scroll_id": "123",
"took": 4,
"timed_out": false,
"_shards": {
"total": 5,
"successful": 5,
"skipped": 0,
"failed": 0
},
"hits": {
"total": 3,
"max_score": 1,
"hits": [
{
"_index": "movies",
"_type": "movie",
"_id": "2",
"_score": 1,
"_source": {
"title": "Lawrence of Arabia",
"director": "David Lean",
"year": 1962,
"genres": [
"Adventure",
"Biography",
"Drama"
]
}
},
{
"_index": "movies",
"_type": "movie",
"_id": "1",
"_score": 1,
"_source": {
"title": "The Assassination of Jesse James by the Coward Robert Ford",
"director": "Andrew Dominik",
"year": 2007,
"genres": [
"Biography",
"Crime",
"Drama"
]
}
},
{
"_index": "movies",
"_type": "movie",
"_id": "3",
"_score": 1,
"_source": {
"title": "To Kill a Mockingbird",
"director": "Robert Mulligan",
"year": 1962,
"genres": [
"Crime",
"Drama",
"Mystery"
]
}
}
]
}
}
EDIT2: My mistake. When I did first request I was already getting all three results and then when I passed scroll_id as a parameter and tried to get rest of the search results the hits array was empty:)
Maybe you have only 3 documents that match this search?
The first scroll returns them, and the second scroll has no more docs to retrieve