pivot_spec.coffee
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fixtureData = [
["name", "gender", "colour", "birthday", "trials", "successes"],
["Nick", "male", "blue", "1982-11-07", 103, 12],
["Jane", "female", "red", "1982-11-08", 95, 25],
["John", "male", "blue", "1982-12-08", 112, 30],
["Carol", "female", "yellow", "1983-12-08", 102, 14]
]
raggedFixtureData = [
{name: "Nick", "colour": "red", "age": 34}
{name: "Jane", "gender": "female"}
{name: "John", "gender": "male", "age": 12}
{name: "Jim", "gender": null, "age": 12}
]
describe "$.pivotUI()", ->
describe "with no rows/cols, default count aggregator, default TableRenderer", ->
table = null
beforeEach (done) ->
table = $("<div>").pivotUI fixtureData, onRefresh: done
it "has all the basic UI elements", (done) ->
expect table.find("td.pvtAxisContainer").length
.toBe 3
expect table.find("td.pvtRendererArea").length
.toBe 1
expect table.find("td.pvtVals").length
.toBe 1
expect table.find("select.pvtRenderer").length
.toBe 1
expect table.find("select.pvtAggregator").length
.toBe 1
expect table.find("span.pvtAttr").length
.toBe 6
done()
it "reflects its inputs", (done) ->
expect table.find("td.pvtUnused span.pvtAttr").length
.toBe 6
expect table.find("select.pvtRenderer").val()
.toBe "Table"
expect table.find("select.pvtAggregator").val()
.toBe "Count"
done()
it "renders a table", (done) ->
expect table.find("table.pvtTable").length
.toBe 1
done()
describe "its renderer output", ->
it "has the correct type and number of cells", (done) ->
expect table.find("th.pvtTotalLabel").length
.toBe 1
expect table.find("td.pvtGrandTotal").length
.toBe 1
done()
it "has the correct textual representation", (done) ->
expect table.find("table.pvtTable").text()
.toBe ["Totals", "4"].join("")
done()
it "has a correct grand total with data value", (done) ->
expect table.find("td.pvtGrandTotal").text()
.toBe "4"
expect table.find("td.pvtGrandTotal").data("value")
.toBe 4
done()
describe "with rows/cols, sum-over-sum aggregator, Heatmap renderer", ->
table = null
beforeEach (done) ->
table = $("<div>").pivotUI fixtureData,
rows: ["gender"], cols: ["colour"]
aggregatorName: "Sum over Sum"
vals: ["successes", "trials"]
rendererName: "Heatmap"
onRefresh: done
it "has all the basic UI elements", (done) ->
expect table.find("td.pvtAxisContainer").length
.toBe 3
expect table.find("td.pvtRendererArea").length
.toBe 1
expect table.find("td.pvtVals").length
.toBe 1
expect table.find("select.pvtRenderer").length
.toBe 1
expect table.find("select.pvtAggregator").length
.toBe 1
expect table.find("span.pvtAttr").length
.toBe 6
done()
it "reflects its inputs", (done) ->
expect table.find("td.pvtUnused span.pvtAttr").length
.toBe 4
expect table.find("td.pvtRows span.pvtAttr").length
.toBe 1
expect table.find("td.pvtCols span.pvtAttr").length
.toBe 1
expect table.find("select.pvtRenderer").val()
.toBe "Heatmap"
expect table.find("select.pvtAggregator").val()
.toBe "Sum over Sum"
done()
it "renders a table", (done) ->
expect table.find("table.pvtTable").length
.toBe 1
done()
describe "its renderer output", ->
it "has the correct type and number of cells", (done) ->
expect table.find("th.pvtAxisLabel").length
.toBe 2
expect table.find("th.pvtRowLabel").length
.toBe 2
expect table.find("th.pvtColLabel").length
.toBe 3
expect table.find("th.pvtTotalLabel").length
.toBe 2
expect table.find("td.pvtVal").length
.toBe 6
expect table.find("td.pvtTotal").length
.toBe 5
expect table.find("td.pvtGrandTotal").length
.toBe 1
done()
it "has the correct textual representation", (done) ->
expect table.find("table.pvtTable").text()
.toBe [
"colour", "blue", "red", "yellow", "Totals",
"gender",
"female", "0.26", "0.14", "0.20",
"male", "0.20", "0.20",
"Totals", "0.20", "0.26", "0.14", "0.20"
].join("")
done()
it "has a correct spot-checked cell with data value", (done) ->
expect table.find("td.col0.row1").text()
.toBe "0.20"
expect table.find("td.col0.row1").data("value")
.toBe (12+30)/(103+112)
done()
describe "with ragged input", ->
table = $("<div>").pivotUI raggedFixtureData, rows: ["gender"], cols: ["age"]
it "renders a table with the correct textual representation", ->
expect table.find("table.pvtTable").text()
.toBe [
"age", "12", "34", "null", "Totals"
"gender",
"female", "1", "1"
"male", "1", "1"
"null", "1", "1", "2"
"Totals", "2", "1", "1", "4"
].join("")
describe "$.pivot()", ->
describe "with no rows/cols, default count aggregator, default TableRenderer", ->
table = $("<div>").pivot fixtureData
it "renders a table", ->
expect table.find("table.pvtTable").length
.toBe 1
describe "its renderer output", ->
it "has the correct textual representation", ->
expect table.find("table.pvtTable").text()
.toBe ["Totals", "4"].join("")
it "has a correct grand total with data value", ->
expect table.find("td.pvtGrandTotal").text()
.toBe "4"
expect table.find("td.pvtGrandTotal").data("value")
.toBe 4
describe "with rows/cols, sum aggregator, derivedAttributes, filter and sorters", ->
{sortAs, derivers, aggregators} = $.pivotUtilities
table = $("<div>").pivot fixtureData,
rows: ["gender"], cols: ["birthyear"], aggregator: aggregators["Sum"](["trialbins"])
filter: (record) -> record.name != "Nick"
derivedAttributes:
birthyear: derivers.dateFormat "birthday", "%y"
trialbins: derivers.bin "trials", 10
sorters: (attr) ->
if attr == "gender" then return sortAs(["male", "female"])
it "renders a table with the correct textual representation", ->
expect table.find("table.pvtTable").text()
.toBe [
"birthyear", "1982", "1983", "Totals"
"gender",
"male", "110.00", "110.00"
"female", "90.00", "100.00", "190.00"
"Totals", "200.00", "100.00", "300.00"
].join("")
describe "with rows/cols, fraction-of aggregator", ->
{aggregators} = $.pivotUtilities
table = $("<div>").pivot fixtureData,
rows: ["gender"]
aggregator: aggregators["Sum as Fraction of Total"](["trials"])
it "renders a table with the correct textual representation", ->
expect table.find("table.pvtTable").text()
.toBe [
"gender", "Totals"
"female", "47.8%"
"male", "52.2%"
"Totals", "100.0%"
].join("")
describe "with rows/cols, custom aggregator, custom renderer with options", ->
received_PivotData = null
received_rendererOptions = null
table = $("<div>").pivot fixtureData,
rows: ["name", "colour"], cols: ["trials", "successes"]
aggregator: ->
count2x: 0
push: -> @count2x +=2
value: -> @count2x
format: (x) -> "formatted " + x
renderer: (a,b) ->
received_PivotData = a
received_rendererOptions = b
return $("<div>").addClass(b.greeting).text("world")
rendererOptions: {greeting:"hithere"}
it "renders the custom renderer as per options", ->
expect table.find("div.hithere").length
.toBe 1
describe "its received PivotData object", ->
it "has a correct grand total value and format for custom aggregator", ->
agg = received_PivotData.getAggregator([],[])
val = agg.value()
expect(val).toBe 8
expect(agg.format(val)).toBe "formatted 8"
describe "with ragged input", ->
table = $("<div>").pivot raggedFixtureData, rows: ["gender"], cols: ["age"]
it "renders a table with the correct textual representation", ->
expect table.find("table.pvtTable").text()
.toBe [
"age", "12", "34", "null", "Totals"
"gender",
"female", "1", "1"
"male", "1", "1"
"null", "1", "1", "2"
"Totals", "2", "1", "1", "4"
].join("")
describe "$.pivotUtilities", ->
describe ".PivotData()", ->
sumOverSumOpts =
aggregator: $.pivotUtilities.aggregators["Sum over Sum"](["a","b"])
describe "with no options", ->
aoaInput = [ ["a","b"], [1,2], [3,4] ]
pd = new $.pivotUtilities.PivotData aoaInput
it "has the correct grand total value", ->
expect pd.getAggregator([],[]).value()
.toBe 2
describe "with array-of-array input", ->
aoaInput = [ ["a","b"], [1,2], [3,4] ]
pd = new $.pivotUtilities.PivotData aoaInput, sumOverSumOpts
it "has the correct grand total value", ->
expect pd.getAggregator([],[]).value()
.toBe (1+3)/(2+4)
describe "with array-of-object input", ->
aosInput = [ {a:1, b:2}, {a:3, b:4} ]
pd = new $.pivotUtilities.PivotData aosInput, sumOverSumOpts
it "has the correct grand total value", ->
expect pd.getAggregator([],[]).value()
.toBe (1+3)/(2+4)
describe "with ragged array-of-object input", ->
raggedAosInput = [ {a:1}, {b:4}, {a: 3, b: 2} ]
pd = new $.pivotUtilities.PivotData raggedAosInput, sumOverSumOpts
it "has the correct grand total value", ->
expect pd.getAggregator([],[]).value()
.toBe (1+3)/(2+4)
describe "with function input", ->
functionInput = (record) ->
record a:1, b:2
record a:3, b:4
pd = new $.pivotUtilities.PivotData functionInput, sumOverSumOpts
it "has the correct grand total value", ->
expect pd.getAggregator([],[]).value()
.toBe (1+3)/(2+4)
describe "with jQuery table element input", ->
tableInput = $ """
<table>
<thead>
<tr> <th>a</th><th>b</th> </tr>
</thead>
<tbody>
<tr> <td>1</td> <td>2</td> </tr>
<tr> <td>3</td> <td>4</td> </tr>
</tbody>
</table>
"""
pd = new $.pivotUtilities.PivotData tableInput, sumOverSumOpts
it "has the correct grand total value", ->
expect pd.getAggregator([],[]).value()
.toBe (1+3)/(2+4)
describe "with rows/cols", ->
pd = new $.pivotUtilities.PivotData fixtureData,
rows: ["name", "colour"],
cols: ["trials", "successes"]
it "has correctly-ordered row keys", ->
expect pd.getRowKeys()
.toEqual [ [ 'Carol', 'yellow' ], [ 'Jane', 'red' ], [ 'John', 'blue' ], [ 'Nick', 'blue' ] ]
it "has correctly-ordered col keys", ->
expect pd.getColKeys()
.toEqual [ [ 95, 25 ], [ 102, 14 ], [ 103, 12 ], [ 112, 30 ] ]
it "can be iterated over", ->
numNotNull = 0
numNull = 0
for r in pd.getRowKeys()
for c in pd.getColKeys()
if pd.getAggregator(r, c).value()?
numNotNull++
else
numNull++
expect numNotNull
.toBe 4
expect numNull
.toBe 12
it "returns matching records", ->
records = []
pd.forEachMatchingRecord gender: "male", (x) -> records.push(x.name)
expect records
.toEqual ["Nick", "John"]
it "has a correct spot-checked aggregator", ->
agg = pd.getAggregator([ 'Carol', 'yellow' ],[ 102, 14 ])
val = agg.value()
expect(val).toBe 1
expect(agg.format(val)).toBe "1"
it "has a correct grand total aggregator", ->
agg = pd.getAggregator([],[])
val = agg.value()
expect(val).toBe 4
expect(agg.format(val)).toBe "4"
describe ".aggregatorTemplates", ->
getVal = (aggregator) ->
pd = new $.pivotUtilities.PivotData(fixtureData, {aggregator})
return pd.getAggregator([],[]).value()
tpl = $.pivotUtilities.aggregatorTemplates
describe ".count", ->
it "works", ->
expect getVal(tpl.count()())
.toBe 4
describe ".countUnique", ->
it "works", ->
expect getVal(tpl.countUnique()(['gender']))
.toBe 2
describe ".listUnique", ->
it "works", ->
expect getVal(tpl.listUnique()(['gender']))
.toBe 'male,female'
describe ".average", ->
it "works", ->
expect getVal(tpl.average()(['trials']))
.toBe 103
describe ".sum", ->
it "works", ->
expect getVal(tpl.sum()(['trials']))
.toBe 412
describe ".min", ->
it "works", ->
expect getVal(tpl.min()(['trials']))
.toBe 95
describe ".max", ->
it "works", ->
expect getVal(tpl.max()(['trials']))
.toBe 112
describe ".first", ->
it "works", ->
expect getVal(tpl.first()(['name']))
.toBe 'Carol'
describe ".last", ->
it "works", ->
expect getVal(tpl.last()(['name']))
.toBe 'Nick'
describe ".average", ->
it "works", ->
expect getVal(tpl.average()(['trials']))
.toBe 103
describe ".median", ->
it "works", ->
expect getVal(tpl.median()(['trials']))
.toBe 102.5
describe ".quantile", ->
it "works", ->
expect getVal(tpl.quantile(0)(['trials']))
.toBe 95
expect getVal(tpl.quantile(0.1)(['trials']))
.toBe 98.5
expect getVal(tpl.quantile(0.25)(['trials']))
.toBe 98.5
expect getVal(tpl.quantile(1/3)(['trials']))
.toBe 102
expect getVal(tpl.quantile(1)(['trials']))
.toBe 112
describe ".var", ->
it "works", ->
expect getVal(tpl.var()(['trials']))
.toBe 48.666666666666686
describe ".stdev", ->
it "works", ->
expect getVal(tpl.stdev()(['trials']))
.toBe 6.976149845485451
describe ".sumOverSum", ->
it "works", ->
expect getVal(tpl.sumOverSum()(['successes', 'trials']))
.toBe (12+25+30+14)/(95+102+103+112)
describe ".naturalSort()", ->
naturalSort = $.pivotUtilities.naturalSort
sortedArr = [
null, NaN,
-Infinity, '-Infinity', -3, '-3', -2, '-2', -1, '-1',
0, '2e-1', 1, '01', '1', 2, '002', '002e0', '02', '2', '2e-0',
3, 10, '10', '11', '12', '1e2', '112', Infinity, 'Infinity',
'1a', '2a','12a','20a',
'A', 'A', 'NaN', 'a', 'a',
'a01', 'a012', 'a02', 'a1', 'a2', 'a12', 'a12', 'a21', 'a21',
'b', 'c', 'd', 'null'
]
it "sorts naturally (null, NaN, numbers & numbery strings, Alphanum for text strings)", ->
expect sortedArr.slice().sort(naturalSort)
.toEqual sortedArr
describe ".sortAs()", ->
sortAs = $.pivotUtilities.sortAs
it "sorts with unknown values sorted at the end", ->
expect [5,2,3,4,1].sort sortAs([4,3,2])
.toEqual [4,3,2,1,5]
it "sorts lowercase after uppercase", ->
expect ["Ab","aA","aa","ab"].sort sortAs(["Ab","Aa"])
.toEqual ["Ab","ab","aa","aA"]
describe ".numberFormat()", ->
numberFormat = $.pivotUtilities.numberFormat
it "formats numbers", ->
nf = numberFormat()
expect nf 1234567.89123456
.toEqual "1,234,567.89"
it "formats booleans", ->
nf = numberFormat()
expect nf true
.toEqual "1.00"
it "formats numbers in strings", ->
nf = numberFormat()
expect nf "1234567.89123456"
.toEqual "1,234,567.89"
it "doesn't formats strings", ->
nf = numberFormat()
expect nf "hi there"
.toEqual ""
it "doesn't formats objects", ->
nf = numberFormat()
expect nf {a:1}
.toEqual ""
it "formats percentages", ->
nf = numberFormat(scaler: 100, suffix: "%")
expect nf 0.12345
.toEqual "12.35%"
it "adds separators", ->
nf = numberFormat(thousandsSep: "a", decimalSep: "b")
expect nf 1234567.89123456
.toEqual "1a234a567b89"
it "adds prefixes and suffixes", ->
nf = numberFormat(prefix: "a", suffix: "b")
expect nf 1234567.89123456
.toEqual "a1,234,567.89b"
it "scales and rounds", ->
nf = numberFormat(digitsAfterDecimal: 3, scaler: 1000)
expect nf 1234567.89123456
.toEqual "1,234,567,891.235"
describe ".derivers", ->
describe ".dateFormat()", ->
df = $.pivotUtilities.derivers.dateFormat "x", "abc % %% %%% %a %y %m %n %d %w %x %H %M %S", true
it "formats date objects", ->
expect df {x: new Date("2015-01-02T23:43:11Z")}
.toBe 'abc % %% %%% %a 2015 01 Jan 02 Fri 5 23 43 11'
it "formats input parsed by Date.parse()", ->
expect df {x: "2015-01-02T23:43:11Z"}
.toBe 'abc % %% %%% %a 2015 01 Jan 02 Fri 5 23 43 11'
expect df {x: "bla"}
.toBe ''
describe ".bin()", ->
binner = $.pivotUtilities.derivers.bin "x", 10
it "bins numbers", ->
expect binner {x: 11}
.toBe 10
expect binner {x: 9}
.toBe 0
expect binner {x: 111}
.toBe 110
it "bins booleans", ->
expect binner {x: true}
.toBe 0
it "bins negative numbers", ->
expect binner {x: -12}
.toBe -10
it "doesn't bin strings", ->
expect binner {x: "a"}
.toBeNaN()
it "doesn't bin objects", ->
expect binner {x: {a:1}}
.toBeNaN()