152 lines
6.3 KiB
Plaintext
152 lines
6.3 KiB
Plaintext
open Jest
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let testSkip: (bool, string, unit => assertion) => unit = (skip: bool) =>
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if skip {
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Skip.test
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} else {
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test
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}
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let testEval = (~skip=false, str, result) =>
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testSkip(skip)(str, () => Reducer_TestHelpers.expectEvalToBe(str, result))
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let testParse = (~skip=false, str, result) =>
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testSkip(skip)(str, () => Reducer_TestHelpers.expectParseToBe(str, result))
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describe("eval on distribution functions", () => {
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describe("normal distribution", () => {
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testEval("normal(5,2)", "Ok(Normal(5,2))")
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})
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describe("lognormal distribution", () => {
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testEval("lognormal(5,2)", "Ok(Lognormal(5,2))")
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})
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describe("unaryMinus", () => {
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testEval("mean(-normal(5,2))", "Ok(-5)")
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testEval("-normal(5,2)", "Ok(Normal(-5,2))")
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})
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describe("to", () => {
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testEval("5 to 2", "Error(TODO: Low value must be less than high value.)")
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testEval("to(2,5)", "Ok(Lognormal(1.1512925464970227,0.27853260523016377))")
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testEval("to(-2,2)", "Ok(Normal(0,1.2159136638235384))")
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})
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describe("mean", () => {
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testEval("mean(normal(5,2))", "Ok(5)")
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testEval("mean(lognormal(1,2))", "Ok(20.085536923187668)")
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testEval("mean(gamma(5,5))", "Ok(25)")
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testEval("mean(metalog([1, 2]))", "Ok(1.0000000000000024)")
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testEval("mean(bernoulli(0.2))", "Ok(0.2)")
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testEval("mean(bernoulli(0.8))", "Ok(0.8)")
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testEval("mean(logistic(5,1))", "Ok(5)")
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})
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describe("toString", () => {
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testEval("toString(normal(5,2))", "Ok('Normal(5,2)')")
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})
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describe("normalize", () => {
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testEval("normalize(normal(5,2))", "Ok(Normal(5,2))")
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})
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describe("add", () => {
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testEval("add(normal(5,2), normal(10,2))", "Ok(Normal(15,2.8284271247461903))")
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testEval("add(normal(5,2), lognormal(10,2))", "Ok(Sample Set Distribution)")
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testEval("add(normal(5,2), 3)", "Ok(Normal(8,2))")
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testEval("add(3, normal(5,2))", "Ok(Normal(8,2))")
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testEval("3+normal(5,2)", "Ok(Normal(8,2))")
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testEval("normal(5,2)+3", "Ok(Normal(8,2))")
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})
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describe("subtract", () => {
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testEval("10 - normal(5, 1)", "Ok(Normal(5,1))")
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testEval("normal(5, 1) - 10", "Ok(Normal(-5,1))")
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testEval("mean(1 - toPointSet(normal(5, 2)))", "Ok(-4.002309896304692)")
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})
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describe("multiply", () => {
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testEval("normal(10, 2) * 2", "Ok(Normal(20,4))")
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testEval("2 * normal(10, 2)", "Ok(Normal(20,4))")
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testEval("lognormal(5,2) * lognormal(10,2)", "Ok(Lognormal(15,2.8284271247461903))")
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testEval("lognormal(10, 2) * lognormal(5, 2)", "Ok(Lognormal(15,2.8284271247461903))")
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testEval("2 * lognormal(5, 2)", "Ok(Lognormal(5.693147180559945,2))")
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testEval("lognormal(5, 2) * 2", "Ok(Lognormal(5.693147180559945,2))")
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})
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describe("division", () => {
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testEval("lognormal(5,2) / lognormal(10,2)", "Ok(Lognormal(-5,2.8284271247461903))")
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testEval("lognormal(10,2) / lognormal(5,2)", "Ok(Lognormal(5,2.8284271247461903))")
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testEval("lognormal(5, 2) / 2", "Ok(Lognormal(4.306852819440055,2))")
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testEval("2 / lognormal(5, 2)", "Ok(Lognormal(-4.306852819440055,2))")
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testEval("2 / normal(10, 2)", "Ok(Sample Set Distribution)")
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testEval("normal(10, 2) / 2", "Ok(Normal(5,1))")
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})
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describe("truncate", () => {
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testEval("truncateLeft(normal(5,2), 3)", "Ok(Point Set Distribution)")
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testEval("truncateRight(normal(5,2), 3)", "Ok(Point Set Distribution)")
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testEval("truncate(normal(5,2), 3, 8)", "Ok(Point Set Distribution)")
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testEval("isNormalized(truncate(normal(5,2), 3, 8))", "Ok(true)")
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})
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describe("exp", () => {
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testEval("exp(normal(5,2))", "Ok(Sample Set Distribution)")
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})
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describe("pow", () => {
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testEval("pow(3, uniform(5,8))", "Ok(Sample Set Distribution)")
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testEval("pow(uniform(5,8), 3)", "Ok(Sample Set Distribution)")
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testEval("pow(uniform(5,8), uniform(9, 10))", "Ok(Sample Set Distribution)")
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})
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describe("log", () => {
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testEval("log(2, uniform(5,8))", "Ok(Sample Set Distribution)")
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testEval(
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"log(normal(5,2), 3)",
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"Error(Distribution Math Error: Logarithm of input error: First input must be completely greater than 0)",
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)
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testEval(
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"log(normal(5,2), normal(10,1))",
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"Error(Distribution Math Error: Logarithm of input error: First input must be completely greater than 0)",
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)
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testEval("log(uniform(5,8))", "Ok(Sample Set Distribution)")
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testEval("log10(uniform(5,8))", "Ok(Sample Set Distribution)")
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})
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describe("dotAdd", () => {
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testEval("dotAdd(normal(5,2), lognormal(10,2))", "Ok(Point Set Distribution)")
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testEval("dotAdd(normal(5,2), 3)", "Ok(Point Set Distribution)")
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})
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describe("equality", () => {
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testEval(~skip=true, "normal(5,2) == normal(5,2)", "Ok(true)")
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})
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describe("mixture", () => {
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testEval("mx(normal(5,2), normal(10,1), normal(15, 1))", "Ok(Point Set Distribution)")
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testEval("mixture(normal(5,2), normal(10,1), [0.2, 0.4])", "Ok(Point Set Distribution)")
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})
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})
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describe("parse on distribution functions", () => {
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describe("power", () => {
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testParse("normal(5,2) ^ normal(5,1)", "Ok({(:pow (:normal 5 2) (:normal 5 1))})")
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testParse("3 ^ normal(5,1)", "Ok({(:pow 3 (:normal 5 1))})")
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testParse("normal(5,2) ^ 3", "Ok({(:pow (:normal 5 2) 3)})")
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})
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describe("subtraction", () => {
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testParse("10 - normal(5,1)", "Ok({(:subtract 10 (:normal 5 1))})")
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testParse("normal(5,1) - 10", "Ok({(:subtract (:normal 5 1) 10)})")
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})
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describe("pointwise arithmetic expressions", () => {
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testParse(~skip=true, "normal(5,2) .+ normal(5,1)", "Ok((:dotAdd (:normal 5 2) (:normal 5 1)))")
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testParse(
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~skip=true,
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"normal(5,2) .- normal(5,1)",
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"Ok((:$$_block_$$ (:dotSubtract (:normal 5 2) (:normal 5 1))))",
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// TODO: !!! returns "Ok({(:dotPow (:normal 5 2) (:normal 5 1))})"
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)
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testParse("normal(5,2) .* normal(5,1)", "Ok({(:dotMultiply (:normal 5 2) (:normal 5 1))})")
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testParse("normal(5,2) ./ normal(5,1)", "Ok({(:dotDivide (:normal 5 2) (:normal 5 1))})")
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testParse("normal(5,2) .^ normal(5,1)", "Ok({(:dotPow (:normal 5 2) (:normal 5 1))})")
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})
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describe("equality", () => {
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testParse("5 == normal(5,2)", "Ok({(:equal 5 (:normal 5 2))})")
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})
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describe("pointwise adding two normals", () => {
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testParse(~skip=true, "normal(5,2) .+ normal(5,1)", "Ok((:dotAdd (:normal 5 2) (:normal 5 1)))")
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})
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describe("exponential of one distribution", () => {
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testParse(~skip=true, "exp(normal(5,2)", "Ok((:pow (:normal 5 2) 3))")
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})
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})
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