Module:Graph
Uit EverybodyWiki Bios & Wiki
Module with helper functions for the Graph extension.
Functions for templates
map
Creates a JSON object for <graph> to display a political map with colored highlights. In the article namespace the template Template:GraphMap should be used instead. See its page for use cases.
Maps can be found at Special:Prefixindex/Module:Graph/ (for example WorldMap-iso2.json with country borders) and new maps should also be saved under Module:Graph/.
Parameters:
- basemap: Sets the base map. The map definitions must follow the TopoJSON format and if saved in Wikipedia are available for this module. Maps in the default directory Special:Prefixindex/Modul:Graph/ wie WorldMap-iso2.json should only be referenced by their name while omitting the Modul:Graph/ prefix to allow better portability. The parameter also accepts URLs, e.g. maps from other Wikipedia versions (the link should follow the scheme of //en.wikipedia.org/w/index.php?title=mapname&action=raw, i.e. protocol-relative without leading http://s and a trailing action=raw to fetch the raw content only). URLs to maps on external sites should be avoided for the sake of link stability, performance, security, and she be assumed to be blocked by the software or browser anyway.
- scale: the scaling factor of the map (default: 100)
- projection: the map projection to use. Supported values are listed at https://github.com/mbostock/d3/wiki/Geo-Projections. The default value is equirectangular for an equirectangular projection.
- ids of geographic entities: The actual parameter names depend on the base map. For example, for the above mentioned world map the ids are ISO country codes. The values can be either colors or numbers in case the geographic entities should be associated with numeric data: DE=lightblue marks Germany in light blue color, and DE=80,6 assigns Germany the value 80,6 (population in millions). In the latter case, the actual color depends on the following parameters.
- colorScale: the color palette to use for the color scale. The palette must be provided as a comma-separated list of color values. The color values must be given either as #rgb/#rrggbb or by a CSS color name. Instead of a list, the built-in color palettes category10 and category20 can also be used.
- scaleType: supported values are linear for a linear mapping between the data values and the color scale, log for a log mapping, pow for a power mapping (the exponent can be provided as pow 0,5), sqrt for a square-root mapping, and quantize for a quantized scale, i.e. the data is grouped in as many classes as the color palette has colors.
- domainMin: lower boundary of the data values, i.e. smaller data values are mapped to the lower boundary
- domainMax: upper boundary of the data values, i.e. larger data values are mapped to the upper boundary
- legend: show color legend (does not work with quantize)
- defaultValue: default value for unused geographic entities. In case the id values are colors the default value is silver, in case of numbers it is 0.
- formatjson: format JSON object for better legibility
chart
Creates a JSON object for <graph> to display charts. In the article namespace the template Template:GraphChart should be used instead. See its page for use cases.
Parameters:
- width: width of the chart
- height: height of the chart
- type: type of the chart: line for line charts, area for area charts, and rect for (column) bar charts. Multiple series can stacked using the stacked prefix, e.g. stackedarea.
- interpolate: interpolation method for line and area charts. It is recommended to use monotone for a monotone cubic interpolation – further supported values are listed at https://github.com/vega/vega/wiki/Marks#area.
- colors: color palette of the chart as a comma-separated list of colors. The color values must be given either as #rgb/#rrggbb/#aarrggbb or by a CSS color name. For #aarrggbb the aa component denotes the alpha channel, i.e. FF=100% opacity, 80=50% opacity/transparency, etc. (The default color palette is category10).
- xAxisTitle and yAxisTitle: captions of the × and y axes
- xAxisMin, xAxisMax, yAxisMin, and yAxisMax: minimum and maximum values of the × and y axes
- xAxisFormat and yAxisFormat: changes the formatting of the axis labels. Supported values are listed at https://github.com/mbostock/d3/wiki/Formatting. For example, the format d can be used to suppress the separators for year numbers.
- x: the x-values as a comma-separated list
- y or y1, y2, …: the y-values for one or several data series, respectively
- legend: show legend (only works in case of multiple data series)
- y1Title, y2Title, …: defines the label of the respective data series in the legend
- formatjson: format JSON object for better legibility
Template wrappers
The functions mapWrapper and chartWrapper are wrappers to pass all parameters of the calling template to the respective map and chart functions.
Note: In the editor preview the graph extension creates a canvas element with vector graphics. However, when saving the page a PNG raster graphics is generated instead. {{#invoke:Graph
-- ATTENTION: Please edit this code at https://de.wikipedia.org/wiki/Modul:Graph
-- This way all wiki languages can stay in sync. Thank you!
--
-- Version History:
-- 2016-01-09 _PLEASE UPDATE when modifying anything_
-- 2016-01-28 For maps, always use wikiraw:// protocol. https:// will be disabled soon.
-- 2016-03-20 Allow omitted data for charts, labels for line charts with string (ordinal) scale at point location
-- 2016-05-16 Added encodeTitleForPath() to help all path-based APIs graphs like pageviews
local p = {}
local baseMapDirectory = "Module:Graph/"
local function numericArray(csv)
if not csv then return end
local list = mw.text.split(csv, "%s*,%s*")
local result = {}
local isInteger = true
for i = 1, #list do
if list[i] == "" then
result[i] = nil
else
result[i] = tonumber(list[i])
if not result[i] then return end
if isInteger then
local int, frac = math.modf(result[i])
isInteger = frac == 0.0
end
end
end
return result, isInteger
end
local function stringArray(csv)
if not csv then return end
return mw.text.split(csv, "%s*,%s*")
end
local function isTable(t) return type(t) == "table" end
local function copy(x)
if type(x) == "table" then
local result = {}
for key, value in pairs(x) do result[key] = copy(value) end
return result
else
return x
end
end
function p.map(frame)
-- map path data for geographic objects
local basemap = frame.args.basemap or "WorldMap-iso2.json"
-- scaling factor
local scale = tonumber(frame.args.scale) or 100
-- map projection, see https://github.com/mbostock/d3/wiki/Geo-Projections
local projection = frame.args.projection or "equirectangular"
-- defaultValue for geographic objects without data
local defaultValue = frame.args.defaultValue
local scaleType = frame.args.scaleType or "linear"
-- minimaler Wertebereich (nur für numerische Daten)
local domainMin = tonumber(frame.args.domainMin)
-- maximaler Wertebereich (nur für numerische Daten)
local domainMax = tonumber(frame.args.domainMax)
-- Farbwerte der Farbskala (nur für numerische Daten)
local colorScale = frame.args.colorScale or "category10"
-- show legend
local legend = frame.args.legend
-- format JSON output
local formatJson = frame.args.formatjson
-- map data are key-value pairs: keys are non-lowercase strings (ideally ISO codes) which need to match the "id" values of the map path data
local values = {}
local isNumbers = nil
for name, value in pairs(frame.args) do
if mw.ustring.find(name, "^[^%l]+$") then
if isNumbers == nil then isNumbers = tonumber(value) end
local data = { id = name, v = value }
if isNumbers then data.v = tonumber(data.v) end
table.insert(values, data)
end
end
if not defaultValue then
if isNumbers then defaultValue = 0 else defaultValue = "silver" end
end
-- create highlight scale
local scales
if isNumbers then
if colorScale == "category10" or colorScale == "category20" then else colorScale = stringArray(colorScale) end
scales =
{
{
name = "color",
type = scaleType,
domain = { data = "highlights", field = "v" },
range = colorScale,
nice = true
}
}
if domainMin then scales[1].domainMin = domainMin end
if domainMax then scales[1].domainMax = domainMax end
local exponent = string.match(scaleType, "pow%s+(%d+%.?%d+)") -- check for exponent
if exponent then
scales[1].type = "pow"
scales[1].exponent = exponent
end
end
-- create legend
if legend then
legend =
{
{
fill = "color",
offset = 120,
properties =
{
title = { fontSize = { value = 14 } },
labels = { fontSize = { value = 12 } },
legend =
{
stroke = { value = "silver" },
strokeWidth = { value = 1.5 }
}
}
}
}
end
-- get map url
local basemapUrl
if (string.sub(basemap, 1, 10) == "wikiraw://") then
basemapUrl = basemap
else
-- if not a (supported) url look for a colon as namespace separator. If none prepend default map directory name.
if not string.find(basemap, ":") then basemap = baseMapDirectory .. basemap end
basemapUrl = "wikiraw:///" .. mw.uri.encode(mw.title.new(basemap).prefixedText, "PATH")
end
local output =
{
version = 2,
width = 1, -- generic value as output size depends solely on map size and scaling factor
height = 1, -- ditto
data =
{
{
-- data source for the highlights
name = "highlights",
values = values
},
{
-- data source for map paths data
name = "countries",
url = basemapUrl,
format = { type = "topojson", feature = "countries" },
transform =
{
{
-- geographic transformation ("geopath") of map paths data
type = "geopath",
value = "data", -- data source
scale = scale,
translate = { 0, 0 },
projection = projection
},
{
-- join ("zip") of mutiple data source: here map paths data and highlights
type = "lookup",
keys = { "id" }, -- key for map paths data
on = "highlights", -- name of highlight data source
onKey = "id", -- key for highlight data source
as = { "zipped" }, -- name of resulting table
default = { v = defaultValue } -- default value for geographic objects that could not be joined
}
}
}
},
marks =
{
-- output markings (map paths and highlights)
{
type = "path",
from = { data = "countries" },
properties =
{
enter = { path = { field = "layout_path" } },
update = { fill = { field = "zipped.v" } },
hover = { fill = { value = "darkgrey" } }
}
}
},
legends = legend
}
if (scales) then
output.scales = scales
output.marks[1].properties.update.fill.scale = "color"
end
local flags
if formatJson then flags = mw.text.JSON_PRETTY end
return mw.text.jsonEncode(output, flags)
end
local function deserializeXData(serializedX, xType, xMin, xMax)
local x
if not xType or xType == "integer" or xType == "number" then
local isInteger
x, isInteger = numericArray(serializedX)
if x then
xMin = tonumber(xMin)
xMax = tonumber(xMax)
if not xType then
if isInteger then xType = "integer" else xType = "number" end
end
else
if xType then error("Numbers expected for parameter 'x'") end
end
end
if not x then
x = stringArray(serializedX)
if not xType then xType = "string" end
end
return x, xType, xMin, xMax
end
local function deserializeYData(serializedYs, yType, yMin, yMax)
local y = {}
local areAllInteger = true
for yNum, value in pairs(serializedYs) do
local yValues
if not yType or yType == "integer" or yType == "number" then
local isInteger
yValues, isInteger = numericArray(value)
if yValues then
areAllInteger = areAllInteger and isInteger
else
if yType then
error("Numbers expected for parameter '" .. name .. "'")
else
return deserializeYData(serializedYs, "string", yMin, yMax)
end
end
end
if not yValues then yValues = stringArray(value) end
y[yNum] = yValues
end
if not yType then
if areAllInteger then yType = "integer" else yType = "number" end
end
if yType == "integer" or yType == "number" then
yMin = tonumber(yMin)
yMax = tonumber(yMax)
end
return y, yType, yMin, yMax
end
local function convertXYToManySeries(x, y, xType, yType, seriesTitles)
local data =
{
name = "chart",
format =
{
type = "json",
parse = { x = xType, y = yType }
},
values = {}
}
for i = 1, #y do
local yLen = table.maxn(y[i])
for j = 1, #x do
if j <= yLen and y[i][j] then table.insert(data.values, { series = seriesTitles[i], x = x[j], y = y[i][j] }) end
end
end
return data
end
local function convertXYToSingleSeries(x, y, xType, yType, yNames)
local data = { name = "chart", format = { type = "json", parse = { x = xType } }, values = {} }
for j = 1, #y do data.format.parse[yNames[j]] = yType end
for i = 1, #x do
local item = { x = x[i] }
for j = 1, #y do item[yNames[j]] = y[j][i] end
table.insert(data.values, item)
end
return data
end
local function getXScale(chartType, stacked, xMin, xMax, xType)
if chartType == "pie" then return end
local xscale =
{
name = "x",
type = "linear",
range = "width",
zero = false, -- do not include zero value
nice = true, -- force round numbers for y scale
domain = { data = "chart", field = "x" }
}
if xMin then xscale.domainMin = xMin end
if xMax then xscale.domainMax = xMax end
if xMin or xMax then xscale.clamp = true end
if chartType == "rect" then
xscale.type = "ordinal"
if not stacked then xscale.padding = 0.2 end -- pad each bar group
else
if xType == "date" then xscale.type = "time"
elseif xType == "string" then
xscale.type = "ordinal"
xscale.points = true
end
end
return xscale
end
local function getYScale(chartType, stacked, yMin, yMax, yType)
if chartType == "pie" then return end
local yscale =
{
name = "y",
type = "linear",
range = "height",
-- area charts have the lower boundary of their filling at y=0 (see marks.properties.enter.y2), therefore these need to start at zero
zero = chartType ~= "line",
nice = true
}
if yMin then yscale.domainMin = yMin end
if yMax then yscale.domainMax = yMax end
if yMin or yMax then yscale.clamp = true end
if yType == "date" then yscale.type = "time"
elseif yType == "string" then yscale.type = "ordinal" end
if stacked then
yscale.domain = { data = "stats", field = "sum_y" }
else
yscale.domain = { data = "chart", field = "y" }
end
return yscale
end
local function getColorScale(colors, chartType, xCount, yCount)
if not colors then
if (chartType == "pie" and xCount > 10) or yCount > 10 then colors = "category20" else colors = "category10" end
end
local colorScale =
{
name = "color",
type = "ordinal",
range = colors,
domain = { data = "chart", field = "series" }
}
if chartType == "pie" then colorScale.domain.field = "x" end
return colorScale
end
local function getAlphaColorScale(colors, y)
local alphaScale
-- if there is at least one color in the format "#aarrggbb", create a transparency (alpha) scale
if isTable(colors) then
local alphas = {}
local hasAlpha = false
for i = 1, #colors do
local a, rgb = string.match(colors[i], "#(%x%x)(%x%x%x%x%x%x)")
if a then
hasAlpha = true
alphas[i] = tostring(tonumber(a, 16) / 255.0)
colors[i] = "#" .. rgb
else
alphas[i] = "1"
end
end
for i = #colors + 1, #y do alphas[i] = "1" end
if hasAlpha then alphaScale = { name = "transparency", type = "ordinal", range = alphas } end
end
return alphaScale
end
local function getValueScale(fieldName, min, max, type)
local valueScale =
{
name = fieldName,
type = type or "linear",
domain = { data = "chart", field = fieldName },
range = { min, max }
}
return valueScale
end
local function addInteractionToChartVisualisation(plotMarks, colorField, dataField)
-- initial setup
if not plotMarks.properties.enter then plotMarks.properties.enter = {} end
plotMarks.properties.enter[colorField] = { scale = "color", field = dataField }
-- action when cursor is over plot mark: highlight
if not plotMarks.properties.hover then plotMarks.properties.hover = {} end
plotMarks.properties.hover[colorField] = { value = "red" }
-- action when cursor leaves plot mark: reset to initial setup
if not plotMarks.properties.update then plotMarks.properties.update = {} end
plotMarks.properties.update[colorField] = { scale = "color", field = dataField }
end
local function getPieChartVisualisation(yCount, innerRadius, outerRadius, linewidth, radiusScale)
local chartvis =
{
type = "arc",
from = { data = "chart", transform = { { field = "y", type = "pie" } } },
properties =
{
enter = {
innerRadius = { value = innerRadius },
outerRadius = { },
startAngle = { field = "layout_start" },
endAngle = { field = "layout_end" },
stroke = { value = "white" },
strokeWidth = { value = linewidth or 1 }
}
}
}
if radiusScale then
chartvis.properties.enter.outerRadius.scale = radiusScale.name
chartvis.properties.enter.outerRadius.field = radiusScale.domain.field
else
chartvis.properties.enter.outerRadius.value = outerRadius
end
addInteractionToChartVisualisation(chartvis, "fill", "x")
return chartvis
end
local function getChartVisualisation(chartType, stacked, colorField, yCount, innerRadius, outerRadius, linewidth, alphaScale, radiusScale, interpolate)
if chartType == "pie" then return getPieChartVisualisation(yCount, innerRadius, outerRadius, linewidth, radiusScale) end
local chartvis =
{
type = chartType,
properties =
{
-- chart creation event handler
enter =
{
x = { scale = "x", field = "x" },
y = { scale = "y", field = "y" }
}
}
}
addInteractionToChartVisualisation(chartvis, colorField, "series")
if colorField == "stroke" then
chartvis.properties.enter.strokeWidth = { value = linewidth or 2.5 }
end
if interpolate then chartvis.properties.enter.interpolate = { value = interpolate } end
if alphaScale then chartvis.properties.update[colorField .. "Opacity"] = { scale = "transparency" } end
-- for bars and area charts set the lower bound of their areas
if chartType == "rect" or chartType == "area" then
if stacked then
-- for stacked charts this lower bound is the end of the last stacking element
chartvis.properties.enter.y2 = { scale = "y", field = "layout_end" }
else
--[[
for non-stacking charts the lower bound is y=0
TODO: "yscale.zero" is currently set to "true" for this case, but "false" for all other cases.
For the similar behavior "y2" should actually be set to where y axis crosses the x axis,
if there are only positive or negative values in the data ]]
chartvis.properties.enter.y2 = { scale = "y", value = 0 }
end
end
-- for bar charts ...
if chartType == "rect" then
-- set 1 pixel width between the bars
chartvis.properties.enter.width = { scale = "x", band = true, offset = -1 }
-- for multiple series the bar marking needs to use the "inner" series scale, whereas the "outer" x scale is used by the grouping
if not stacked and yCount > 1 then
chartvis.properties.enter.x.scale = "series"
chartvis.properties.enter.x.field = "series"
chartvis.properties.enter.width.scale = "series"
end
end
-- stacked charts have their own (stacked) y values
if stacked then chartvis.properties.enter.y.field = "layout_start" end
-- if there are multiple series group these together
if yCount == 1 then
chartvis.from = { data = "chart" }
else
-- if there are multiple series, connect colors to series
chartvis.properties.update[colorField].field = "series"
if alphaScale then chartvis.properties.update[colorField .. "Opacity"].field = "series" end
-- apply a grouping (facetting) transformation
chartvis =
{
type = "group",
marks = { chartvis },
from =
{
data = "chart",
transform =
{
{
type = "facet",
groupby = { "series" }
}
}
}
}
-- for stacked charts apply a stacking transformation
if stacked then
table.insert(chartvis.from.transform, 1, { type = "stack", groupby = { "x" }, sortby = { "series" }, field = "y" } )
else
-- for bar charts the series are side-by-side grouped by x
if chartType == "rect" then
-- for bar charts with multiple series: each serie is grouped by the x value, therefore the series need their own scale within each x group
local groupScale =
{
name = "series",
type = "ordinal",
range = "width",
domain = { field = "series" }
}
chartvis.from.transform[1].groupby = "x"
chartvis.scales = { groupScale }
chartvis.properties = { enter = { x = { field = "key", scale = "x" }, width = { scale = "x", band = true } } }
end
end
end
return chartvis
end
local function getTextMarks(chartvis, chartType, outerRadius, scales, radiusScale, yType, showValues)
local properties
if chartType == "rect" then
properties =
{
x = { scale = chartvis.properties.enter.x.scale, field = chartvis.properties.enter.x.field },
y = { scale = chartvis.properties.enter.y.scale, field = chartvis.properties.enter.y.field, offset = -(tonumber(showValues.offset) or -4) },
--dx = { scale = chartvis.properties.enter.x.scale, band = true, mult = 0.5 }, -- for horizontal text
dy = { scale = chartvis.properties.enter.x.scale, band = true, mult = 0.5 }, -- for vertical text
align = { },
baseline = { value = "middle" },
fill = { },
angle = { value = -90 },
fontSize = { value = tonumber(showValues.fontsize) or 11 }
}
if properties.y.offset >= 0 then
properties.align.value = "right"
properties.fill.value = showValues.fontcolor or "white"
else
properties.align.value = "left"
properties.fill.value = showValues.fontcolor or "black"
end
elseif chartType == "pie" then
properties =
{
x = { group = "width", mult = 0.5 },
y = { group = "height", mult = 0.5 },
radius = { offset = tonumber(showValues.offset) or -4 },
theta = { field = "layout_mid" },
fill = { value = showValues.fontcolor or "black" },
baseline = { },
angle = { },
fontSize = { value = tonumber(showValues.fontsize) or math.ceil(outerRadius / 10) }
}
if (showValues.angle or "midangle") == "midangle" then
properties.align = { value = "center" }
properties.angle = { field = "layout_mid", mult = 180.0 / math.pi }
if properties.radius.offset >= 0 then
properties.baseline.value = "bottom"
else
if not showValues.fontcolor then properties.fill.value = "white" end
properties.baseline.value = "top"
end
elseif tonumber(showValues.angle) then
-- qunatize scale for aligning text left on right half-circle and right on left half-circle
local alignScale = { name = "align", type = "quantize", domainMin = 0.0, domainMax = math.pi * 2, range = { "left", "right" } }
table.insert(scales, alignScale)
properties.align = { scale = alignScale.name, field = "layout_mid" }
properties.angle = { value = tonumber(showValues.angle) }
properties.baseline.value = "middle"
if not tonumber(showValues.offset) then properties.radius.offset = 4 end
end
if radiusScale then
properties.radius.scale = radiusScale.name
properties.radius.field = radiusScale.domain.field
else
properties.radius.value = outerRadius
end
end
if properties then
if showValues.format then
local template = "datum.y"
if yType == "integer" or yType == "number" then template = template .. "|number:'" .. showValues.format .. "'"
elseif yType == "date" then template = template .. "|time:" .. showValues.format .. "'"
end
properties.text = { template = "{{" .. template .. "}}" }
else
properties.text = { field = "y" }
end
local textmarks =
{
type = "text",
properties =
{
enter = properties
}
}
if chartvis.from then textmarks.from = copy(chartvis.from) end
return textmarks
end
end
local function getAxes(xTitle, xAxisFormat, xType, yTitle, yAxisFormat, yType, chartType)
local xAxis, yAxis
if chartType ~= "pie" then
if xType == "integer" and not xAxisFormat then xAxisFormat = "d" end
xAxis =
{
type = "x",
scale = "x",
title = xTitle,
format = xAxisFormat
}
if yType == "integer" and not yAxisFormat then yAxisFormat = "d" end
yAxis =
{
type = "y",
scale = "y",
title = yTitle,
format = yAxisFormat
}
end
return xAxis, yAxis
end
local function getLegend(legendTitle, chartType, outerRadius)
local legend =
{
fill = "color",
stroke = "color",
title = legendTitle,
}
if chartType == "pie" then
-- move legend from center position to top
legend.properties = { legend = { y = { value = -outerRadius } } }
end
return legend
end
function p.chart(frame)
-- chart width and height
local graphwidth = tonumber(frame.args.width) or 200
local graphheight = tonumber(frame.args.height) or 200
-- chart type
local chartType = frame.args.type or "line"
-- interpolation mode for line and area charts: linear, step-before, step-after, basis, basis-open, basis-closed (type=line only), bundle (type=line only), cardinal, cardinal-open, cardinal-closed (type=line only), monotone
local interpolate = frame.args.interpolate
-- mark colors (if no colors are given, the default 10 color palette is used)
local colors = stringArray(frame.args.colors)
-- for line charts, the thickness of the line; for pie charts the gap between each slice
local linewidth = tonumber(frame.args.linewidth)
-- x and y axis caption
local xTitle = frame.args.xAxisTitle
local yTitle = frame.args.yAxisTitle
-- x and y value types
local xType = frame.args.xType
local yType = frame.args.yType
-- override x and y axis minimum and maximum
local xMin = frame.args.xAxisMin
local xMax = frame.args.xAxisMax
local yMin = frame.args.yAxisMin
local yMax = frame.args.yAxisMax
-- override x and y axis label formatting
local xAxisFormat = frame.args.xAxisFormat
local yAxisFormat = frame.args.yAxisFormat
-- show legend with given title
local legendTitle = frame.args.legend
-- show values as text
local showValues = frame.args.showValues
-- pie chart radiuses
local innerRadius = tonumber(frame.args.innerRadius) or 0
local outerRadius = math.min(graphwidth, graphheight)
-- format JSON output
local formatJson = frame.args.formatjson
-- get x values
local x
x, xType, xMin, xMax = deserializeXData(frame.args.x, xType, xMin, xMax)
-- get y values (series)
local yValues = {}
local seriesTitles = {}
for name, value in pairs(frame.args) do
local yNum
if name == "y" then yNum = 1 else yNum = tonumber(string.match(name, "^y(%d+)$")) end
if yNum then
yValues[yNum] = value
-- name the series: default is "y<number>". Can be overwritten using the "y<number>Title" parameters.
seriesTitles[yNum] = frame.args["y" .. yNum .. "Title"] or name
end
end
local y
y, yType, yMin, yMax = deserializeYData(yValues, yType, yMin, yMax)
-- create data tuples, consisting of series index, x value, y value
local data
if chartType == "pie" then
-- for pie charts the second second series is merged into the first series as radius values
data = convertXYToSingleSeries(x, y, xType, yType, { "y", "r" })
else
data = convertXYToManySeries(x, y, xType, yType, seriesTitles)
end
-- configure stacked charts
local stacked = false
local stats
if string.sub(chartType, 1, 7) == "stacked" then
chartType = string.sub(chartType, 8)
if #y > 1 then -- ignore stacked charts if there is only one series
stacked = true
-- aggregate data by cumulative y values
stats =
{
name = "stats", source = "chart", transform =
{
{
type = "aggregate",
groupby = { "x" },
summarize = { y = "sum" }
}
}
}
end
end
-- create scales
local scales = {}
local xscale = getXScale(chartType, stacked, xMin, xMax, xType)
table.insert(scales, xscale)
local yscale = getYScale(chartType, stacked, yMin, yMax, yType)
table.insert(scales, yscale)
local colorScale = getColorScale(colors, chartType, #x, #y)
table.insert(scales, colorScale)
local alphaScale = getAlphaColorScale(colors, y)
table.insert(scales, alphaScale)
local radiusScale
if chartType == "pie" and #y > 1 then
radiusScale = getValueScale("r", 0, outerRadius)
table.insert(scales, radiusScale)
end
-- decide if lines (strokes) or areas (fills) should be drawn
local colorField
if chartType == "line" then colorField = "stroke" else colorField = "fill" end
-- create chart markings
local chartvis = getChartVisualisation(chartType, stacked, colorField, #y, innerRadius, outerRadius, linewidth, alphaScale, radiusScale, interpolate)
-- text marks
local textmarks
if showValues then
if type(showValues) == "string" then -- deserialize as table
local keyValues = mw.text.split(showValues, "%s*,%s*")
showValues = {}
for _, kv in ipairs(keyValues) do
local key, value = mw.ustring.match(kv, "^%s*(.-)%s*:%s*(.-)%s*$")
if key then showValues[key] = value end
end
end
local chartmarks = chartvis
if chartmarks.marks then chartmarks = chartmarks.marks[1] end
textmarks = getTextMarks(chartmarks, chartType, outerRadius, scales, radiusScale, yType, showValues)
if chartmarks ~= chartvis then
table.insert(chartvis.marks, textmarks)
textmarks = nil
end
end
-- axes
local xAxis, yAxis = getAxes(xTitle, xAxisFormat, xType, yTitle, yAxisFormat, yType, chartType)
-- legend
local legend
if legendTitle then legend = getLegend(legendTitle, chartType, outerRadius) end
-- construct final output object
local output =
{
version = 2,
width = graphwidth,
height = graphheight,
data = { data, stats },
scales = scales,
axes = { xAxis, yAxis },
marks = { chartvis, textmarks },
legends = { legend }
}
local flags
if formatJson then flags = mw.text.JSON_PRETTY end
return mw.text.jsonEncode(output, flags)
end
function p.mapWrapper(frame)
return p.map(frame:getParent())
end
function p.chartWrapper(frame)
return p.chart(frame:getParent())
end
-- Given an HTML-encoded title as first argument, e.g. one produced with {{ARTICLEPAGENAME}},
-- convert it into a properly URL path-encoded string
-- This function is critical for any graph that uses path-based APIs, e.g. PageViews graph
function p.encodeTitleForPath(frame)
return mw.uri.encode(mw.text.decode(mw.text.trim(frame.args[1]) ), 'PATH')
end
return p
