Merge branch 'staging' into components-cleanup

packages/squiggle-lang/__tests__/DistTypes__Test.res

@@ -1,89 +0,0 @@
-open Jest
-open Expect
-
-let makeTest = (~only=false, str, item1, item2) =>
-  only
-    ? Only.test(str, () => expect(item1) -> toEqual(item2))
-    : test(str, () => expect(item1) -> toEqual(item2))
-
-describe("PointSetTypes", () =>
-  describe("Domain", () => {
-    let makeComplete = (yPoint, expectation) =>
-      makeTest(
-        "With input: " ++ Js.Float.toString(yPoint),
-        PointSetTypes.Domain.yPointToSubYPoint(Complete, yPoint),
-        expectation,
-      )
-    let makeSingle = (direction: [#left | #right], excludingProbabilityMass, yPoint, expectation) =>
-      makeTest(
-        "Excluding: " ++
-        (Js.Float.toString(excludingProbabilityMass) ++
-        (" and yPoint: " ++ Js.Float.toString(yPoint))),
-        PointSetTypes.Domain.yPointToSubYPoint(
-          direction == #left
-            ? LeftLimited({xPoint: 3.0, excludingProbabilityMass: excludingProbabilityMass})
-            : RightLimited({xPoint: 3.0, excludingProbabilityMass: excludingProbabilityMass}),
-          yPoint,
-        ),
-        expectation,
-      )
-    let makeDouble = (domain, yPoint, expectation) =>
-      makeTest("Excluding: limits", PointSetTypes.Domain.yPointToSubYPoint(domain, yPoint), expectation)
-
-    describe("With Complete Domain", () => {
-      makeComplete(0.0, Some(0.0))
-      makeComplete(0.6, Some(0.6))
-      makeComplete(1.0, Some(1.0))
-    })
-    describe("With Left Limit", () => {
-      makeSingle(#left, 0.5, 1.0, Some(1.0))
-      makeSingle(#left, 0.5, 0.75, Some(0.5))
-      makeSingle(#left, 0.8, 0.9, Some(0.5))
-      makeSingle(#left, 0.5, 0.4, None)
-      makeSingle(#left, 0.5, 0.5, Some(0.0))
-    })
-    describe("With Right Limit", () => {
-      makeSingle(#right, 0.5, 1.0, None)
-      makeSingle(#right, 0.5, 0.25, Some(0.5))
-      makeSingle(#right, 0.8, 0.5, None)
-      makeSingle(#right, 0.2, 0.2, Some(0.25))
-      makeSingle(#right, 0.5, 0.5, Some(1.0))
-      makeSingle(#right, 0.5, 0.0, Some(0.0))
-      makeSingle(#right, 0.5, 0.5, Some(1.0))
-    })
-    describe("With Left and Right Limit", () => {
-      makeDouble(
-        LeftAndRightLimited(
-          {excludingProbabilityMass: 0.25, xPoint: 3.0},
-          {excludingProbabilityMass: 0.25, xPoint: 10.0},
-        ),
-        0.5,
-        Some(0.5),
-      )
-      makeDouble(
-        LeftAndRightLimited(
-          {excludingProbabilityMass: 0.1, xPoint: 3.0},
-          {excludingProbabilityMass: 0.1, xPoint: 10.0},
-        ),
-        0.2,
-        Some(0.125),
-      )
-      makeDouble(
-        LeftAndRightLimited(
-          {excludingProbabilityMass: 0.1, xPoint: 3.0},
-          {excludingProbabilityMass: 0.1, xPoint: 10.0},
-        ),
-        0.1,
-        Some(0.0),
-      )
-      makeDouble(
-        LeftAndRightLimited(
-          {excludingProbabilityMass: 0.1, xPoint: 3.0},
-          {excludingProbabilityMass: 0.1, xPoint: 10.0},
-        ),
-        0.05,
-        None,
-      )
-    })
-  })
-)

packages/squiggle-lang/__tests__/GenericDist/GenericOperation__Test.res

@@ -1,7 +1,7 @@
 open Jest
 open Expect
 
-let env: GenericDist_GenericOperation.env = {
+let env: DistributionOperation.env = {
   sampleCount: 100,
   xyPointLength: 100,
 }
@@ -11,9 +11,9 @@ let normalDist10: GenericDist_Types.genericDist = Symbolic(#Normal({mean: 10.0,
 let normalDist20: GenericDist_Types.genericDist = Symbolic(#Normal({mean: 20.0, stdev: 2.0}))
 let uniformDist: GenericDist_Types.genericDist = Symbolic(#Uniform({low: 9.0, high: 10.0}))
 
-let {toFloat, toDist, toString, toError} = module(GenericDist_GenericOperation.Output)
-let {run} = module(GenericDist_GenericOperation)
-let {fmap} = module(GenericDist_GenericOperation.Output)
+let {toFloat, toDist, toString, toError} = module(DistributionOperation.Output)
+let {run} = module(DistributionOperation)
+let {fmap} = module(DistributionOperation.Output)
 let run = run(~env)
 let outputMap = fmap(~env)
 let toExt: option<'a> => 'a = E.O.toExt(
@@ -29,7 +29,7 @@ describe("normalize", () => {
 
 describe("mean", () => {
   test("for a normal distribution", () => {
-    let result = GenericDist_GenericOperation.run(~env, FromDist(ToFloat(#Mean), normalDist))
+    let result = DistributionOperation.run(~env, FromDist(ToFloat(#Mean), normalDist))
     expect(result)->toEqual(Float(5.0))
   })
 })

packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res

@@ -0,0 +1,125 @@
+open Jest
+
+let testSkip: (bool, string, unit => assertion) => unit = (skip: bool) =>
+  if skip {
+    Skip.test
+  } else {
+    test
+  }
+let testEval = (~skip=false, str, result) =>
+  testSkip(skip)(str, () => Reducer_TestHelpers.expectEvalToBe(str, result))
+let testParse = (~skip=false, str, result) =>
+  testSkip(skip)(str, () => Reducer_TestHelpers.expectParseToBe(str, result))
+
+describe("eval on distribution functions", () => {
+  describe("normal distribution", () => {
+    testEval("normal(5,2)", "Ok(Normal(5,2))")
+  })
+  describe("lognormal distribution", () => {
+    testEval("lognormal(5,2)", "Ok(Lognormal(5,2))")
+  })
+  describe("unaryMinus", () => {
+    testEval("mean(-normal(5,2))", "Ok(-5.002887370380851)")
+  })
+  describe("to", () => {
+    testEval("5 to 2", "Error(TODO: Low value must be less than high value.)")
+    testEval("to(2,5)", "Ok(Lognormal(1.1512925464970227,0.278507821238345))")
+    testEval("to(-2,2)", "Ok(Normal(0,1.215913388057542))")
+  })
+  describe("mean", () => {
+    testEval("mean(normal(5,2))", "Ok(5)")
+    testEval("mean(lognormal(1,2))", "Ok(20.085536923187668)")
+  })
+  describe("normalize", () => {
+    testEval("normalize(normal(5,2))", "Ok(Normal(5,2))")
+  })
+  describe("toPointSet", () => {
+    testEval("toPointSet(normal(5,2))", "Ok(Point Set Distribution)")
+  })
+  describe("toSampleSet", () => {
+    testEval("toSampleSet(normal(5,2), 100)", "Ok(Sample Set Distribution)")
+  })
+  describe("add", () => {
+    testEval("add(normal(5,2), normal(10,2))", "Ok(Normal(15,2.8284271247461903))")
+    testEval("add(normal(5,2), lognormal(10,2))", "Ok(Sample Set Distribution)")
+    testEval("add(normal(5,2), 3)", "Ok(Point Set Distribution)")
+    testEval("add(3, normal(5,2))", "Ok(Point Set Distribution)")
+    testEval("3+normal(5,2)", "Ok(Point Set Distribution)")
+    testEval("normal(5,2)+3", "Ok(Point Set Distribution)")
+  })
+  describe("truncate", () => {
+    testEval("truncateLeft(normal(5,2), 3)", "Ok(Point Set Distribution)")
+    testEval("truncateRight(normal(5,2), 3)", "Ok(Point Set Distribution)")
+    testEval("truncate(normal(5,2), 3, 8)", "Ok(Point Set Distribution)")
+  })
+
+  describe("exp", () => {
+    testEval("exp(normal(5,2))", "Ok(Point Set Distribution)")
+  })
+
+  describe("pow", () => {
+    testEval("pow(3, uniform(5,8))", "Ok(Point Set Distribution)")
+    testEval("pow(uniform(5,8), 3)", "Ok(Point Set Distribution)")
+    testEval("pow(uniform(5,8), uniform(9, 10))", "Ok(Sample Set Distribution)")
+  })
+
+  describe("log", () => {
+    testEval("log(2, uniform(5,8))", "Ok(Point Set Distribution)")
+    testEval("log(normal(5,2), 3)", "Ok(Point Set Distribution)")
+    testEval("log(normal(5,2), normal(10,1))", "Ok(Sample Set Distribution)")
+    testEval("log(uniform(5,8))", "Ok(Point Set Distribution)")
+    testEval("log10(uniform(5,8))", "Ok(Point Set Distribution)")
+  })
+
+  describe("dotLog", () => {
+    testEval("dotLog(normal(5,2), 3)", "Ok(Point Set Distribution)")
+    testEval("dotLog(normal(5,2), 3)", "Ok(Point Set Distribution)")
+    testEval("dotLog(normal(5,2), normal(10,1))", "Ok(Point Set Distribution)")
+  })
+
+  describe("dotAdd", () => {
+    testEval("dotAdd(normal(5,2), lognormal(10,2))", "Ok(Point Set Distribution)")
+    testEval("dotAdd(normal(5,2), 3)", "Ok(Point Set Distribution)")
+  })
+
+  describe("equality", () => {
+    testEval(~skip=true, "normal(5,2) == normal(5,2)", "Ok(true)")
+  })
+
+  describe("mixture", () => {
+    testEval(
+      ~skip=true,
+      "mx(normal(5,2), normal(10,1), normal(15, 1))",
+      "Ok(Point Set Distribution)",
+    )
+    testEval(
+      ~skip=true,
+      "mixture(normal(5,2), normal(10,1), [.2,, .4])",
+      "Ok(Point Set Distribution)",
+    )
+  })
+})
+
+describe("parse on distribution functions", () => {
+  describe("power", () => {
+    testParse("normal(5,2) ^ normal(5,1)", "Ok((:pow (:normal 5 2) (:normal 5 1)))")
+    testParse("3 ^ normal(5,1)", "Ok((:pow 3 (:normal 5 1)))")
+    testParse("normal(5,2) ^ 3", "Ok((:pow (:normal 5 2) 3))")
+  })
+  describe("pointwise arithmetic expressions", () => {
+    testParse(~skip=true, "normal(5,2) .+ normal(5,1)", "Ok((:dotAdd (:normal 5 2) (:normal 5 1)))")
+    testParse(~skip=true, "normal(5,2) .- normal(5,1)", "Ok((:dotSubtract (:normal 5 2) (:normal 5 1)))")
+    testParse("normal(5,2) .* normal(5,1)", "Ok((:dotMultiply (:normal 5 2) (:normal 5 1)))")
+    testParse("normal(5,2) ./ normal(5,1)", "Ok((:dotDivide (:normal 5 2) (:normal 5 1)))")
+    testParse("normal(5,2) .^ normal(5,1)", "Ok((:dotPow (:normal 5 2) (:normal 5 1)))")
+  })
+  describe("equality", () => {
+    testParse("5 == normal(5,2)", "Ok((:equal 5 (:normal 5 2)))")
+  })
+  describe("pointwise adding two normals", () => {
+    testParse(~skip=true, "normal(5,2) .+ normal(5,1)", "Ok((:dotAdd (:normal 5 2) (:normal 5 1)))")
+  })
+  describe("exponential of one distribution", () => {
+    testParse(~skip=true, "exp(normal(5,2)", "Ok((:pow (:normal 5 2) 3))")
+  })
+})

packages/squiggle-lang/bsconfig.json

@@ -41,7 +41,7 @@
   },
   "refmt": 3,
   "warnings": {
-    "number": "+A-42-48-9-30-4-102"
+    "number": "+A-42-48-9-30-4-102-20-27-41"
   },
   "ppx-flags": []
 }

packages/squiggle-lang/src/js/index.ts

@@ -1,7 +1,7 @@
 import {runAll} from '../rescript/ProgramEvaluator.gen';
 import type { Inputs_SamplingInputs_t as SamplingInputs, exportEnv, exportType, exportDistribution} from '../rescript/ProgramEvaluator.gen';
 export type { SamplingInputs, exportEnv, exportDistribution }
-export type {t as DistPlus} from '../rescript/pointSetDist/DistPlus.gen';
+export type {t as DistPlus} from '../rescript/OldInterpreter/DistPlus.gen';
 
 export let defaultSamplingInputs : SamplingInputs = {
   sampleCount : 10000,

packages/squiggle-lang/src/rescript/Distributions/DistributionOperation/DistributionOperation.res

@@ -48,12 +48,24 @@ module OutputLocal = {
     | _ => None
     }
 
+  let toFloatR = (t: t): result<float, error> =>
+    switch t {
+    | Float(r) => Ok(r)
+    | e => Error(toErrorOrUnreachable(e))
+    }
+
   let toString = (t: t) =>
     switch t {
     | String(d) => Some(d)
     | _ => None
     }
 
+  let toStringR = (t: t): result<string, error> =>
+    switch t {
+    | String(r) => Ok(r)
+    | e => Error(toErrorOrUnreachable(e))
+    }
+
   //This is used to catch errors in other switch statements.
   let fromResult = (r: result<t, error>): outputType =>
     switch r {

packages/squiggle-lang/src/rescript/Distributions/DistributionOperation/DistributionOperation.resi

@@ -26,7 +26,9 @@ module Output: {
   let toDist: t => option<GenericDist_Types.genericDist>
   let toDistR: t => result<GenericDist_Types.genericDist, GenericDist_Types.error>
   let toFloat: t => option<float>
+  let toFloatR: t => result<float, GenericDist_Types.error>
   let toString: t => option<string>
+  let toStringR: t => result<string, GenericDist_Types.error>
   let toError: t => option<GenericDist_Types.error>
   let fmap: (~env: env, t, GenericDist_Types.Operation.singleParamaterFunction) => t
 }

packages/squiggle-lang/src/rescript/Distributions/DistributionTypes.res

@@ -0,0 +1,92 @@
+type genericDist =
+  | PointSet(PointSetTypes.pointSetDist)
+  | SampleSet(array<float>)
+  | Symbolic(SymbolicDistTypes.symbolicDist)
+
+type error =
+  | NotYetImplemented
+  | Unreachable
+  | DistributionVerticalShiftIsInvalid
+  | Other(string)
+
+module Operation = {
+  type direction =
+    | Algebraic
+    | Pointwise
+
+  type arithmeticOperation = [
+    | #Add
+    | #Multiply
+    | #Subtract
+    | #Divide
+    | #Exponentiate
+    | #Logarithm
+  ]
+
+  let arithmeticToFn = (arithmetic: arithmeticOperation) =>
+    switch arithmetic {
+    | #Add => \"+."
+    | #Multiply => \"*."
+    | #Subtract => \"-."
+    | #Exponentiate => \"**"
+    | #Divide => \"/."
+    | #Logarithm => (a, b) => log(a) /. log(b)
+    }
+
+  type toFloat = [
+    | #Cdf(float)
+    | #Inv(float)
+    | #Pdf(float)
+    | #Mean
+    | #Sample
+  ]
+}
+
+module DistributionOperation = {
+  type toDist =
+    | Normalize
+    | ToPointSet
+    | ToSampleSet(int)
+    | Truncate(option<float>, option<float>)
+    | Inspect
+
+  type toFloatArray = Sample(int)
+
+  type fromDist =
+    | ToFloat(Operation.toFloat)
+    | ToDist(toDist)
+    | ToDistCombination(Operation.direction, Operation.arithmeticOperation, [#Dist(genericDist) | #Float(float)])
+    | ToString
+
+  type singleParamaterFunction =
+    | FromDist(fromDist)
+    | FromFloat(fromDist)
+
+  type genericFunctionCallInfo =
+    | FromDist(fromDist, genericDist)
+    | FromFloat(fromDist, float)
+    | Mixture(array<(genericDist, float)>)
+
+  let distCallToString = (distFunction: fromDist): string =>
+    switch distFunction {
+    | ToFloat(#Cdf(r)) => `cdf(${E.Float.toFixed(r)})`
+    | ToFloat(#Inv(r)) => `inv(${E.Float.toFixed(r)})`
+    | ToFloat(#Mean) => `mean`
+    | ToFloat(#Pdf(r)) => `pdf(${E.Float.toFixed(r)})`
+    | ToFloat(#Sample) => `sample`
+    | ToDist(Normalize) => `normalize`
+    | ToDist(ToPointSet) => `toPointSet`
+    | ToDist(ToSampleSet(r)) => `toSampleSet(${E.I.toString(r)})`
+    | ToDist(Truncate(_, _)) => `truncate`
+    | ToDist(Inspect) => `inspect`
+    | ToString => `toString`
+    | ToDistCombination(Algebraic, _, _) => `algebraic`
+    | ToDistCombination(Pointwise, _, _) => `pointwise`
+    }
+
+  let toString = (d: genericFunctionCallInfo): string =>
+    switch d {
+    | FromDist(f, _) | FromFloat(f, _) => distCallToString(f)
+    | Mixture(_) => `mixture`
+    }
+}

packages/squiggle-lang/src/rescript/Distributions/GenericDist/GenericDist.res

@@ -228,7 +228,7 @@ let pointwiseCombinationFloat = (
 ): result<t, error> => {
   let m = switch arithmeticOperation {
   | #Add | #Subtract => Error(GenericDist_Types.DistributionVerticalShiftIsInvalid)
-  | (#Multiply | #Divide | #Exponentiate | #Log) as arithmeticOperation =>
+  | (#Multiply | #Divide | #Exponentiate | #Logarithm) as arithmeticOperation =>
     toPointSetFn(t)->E.R2.fmap(t => {
       //TODO: Move to PointSet codebase
       let fn = (secondary, main) => Operation.Scale.toFn(arithmeticOperation, main, secondary)

packages/squiggle-lang/src/rescript/Distributions/GenericDist/GenericDist.resi

@@ -30,7 +30,7 @@ let truncate: (
   ~toPointSetFn: toPointSetFn,
   ~leftCutoff: option<float>=?,
   ~rightCutoff: option<float>=?,
-  unit,
+  unit
 ) => result<t, error>
 
 let algebraicCombination: (

packages/squiggle-lang/src/rescript/Distributions/GenericDist/GenericDist_Types.res

@@ -20,7 +20,7 @@ module Operation = {
     | #Subtract
     | #Divide
     | #Exponentiate
-    | #Log
+    | #Logarithm
   ]
 
   let arithmeticToFn = (arithmetic: arithmeticOperation) =>
@@ -30,7 +30,7 @@ module Operation = {
     | #Subtract => \"-."
     | #Exponentiate => \"**"
     | #Divide => \"/."
-    | #Log => (a, b) => log(a) /. log(b)
+    | #Logarithm => (a, b) => log(a) /. log(b)
     }
 
   type toFloat = [

packages/squiggle-lang/src/rescript/Distributions/PointSetDist/AlgebraicShapeCombination.res

@@ -115,16 +115,17 @@ let combineShapesContinuousContinuous = (
   | #Multiply => (m1, m2) => m1 *. m2
   | #Divide => (m1, mInv2) => m1 *. mInv2
   | #Exponentiate => (m1, mInv2) => m1 ** mInv2
-  | #Log => (m1, m2) => log(m1) /. log(m2)
+  | #Logarithm => (m1, m2) => log(m1) /. log(m2)
   } // note: here, mInv2 = mean(1 / t2) ~= 1 / mean(t2)
 
-  // TODO: I don't know what the variances are for exponentatiation
+  // TODO: Variances are for exponentatiation or logarithms are almost totally made up and very likely very wrong.
   // converts the variances and means of the two inputs into the variance of the output
   let combineVariancesFn = switch op {
   | #Add => (v1, v2, _, _) => v1 +. v2
   | #Subtract => (v1, v2, _, _) => v1 +. v2
   | #Multiply => (v1, v2, m1, m2) => v1 *. v2 +. v1 *. m2 ** 2. +. v2 *. m1 ** 2.
   | #Exponentiate => (v1, v2, m1, m2) => v1 *. v2 +. v1 *. m2 ** 2. +. v2 *. m1 ** 2.
+  | #Logarithm => (v1, v2, m1, m2) => v1 *. v2 +. v1 *. m2 ** 2. +. v2 *. m1 ** 2.
   | #Divide => (v1, vInv2, m1, mInv2) => v1 *. vInv2 +. v1 *. mInv2 ** 2. +. vInv2 *. m1 ** 2.
   }
 
@@ -233,7 +234,7 @@ let combineShapesContinuousDiscrete = (
     }
   | #Multiply
   | #Exponentiate
-  | #Log
+  | #Logarithm
   | #Divide =>
     for j in 0 to t2n - 1 {
       // creates a new continuous shape for each one of the discrete points, and collects them in outXYShapes.

packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Continuous.res

@@ -1,6 +1,47 @@
 open Distributions
 
 type t = PointSetTypes.continuousShape
+
+module Analysis = {
+  let integrate = (
+    ~indefiniteIntegralStepwise=(p, h1) => h1 *. p,
+    ~indefiniteIntegralLinear=(p, a, b) => a *. p +. b *. p ** 2.0 /. 2.0,
+    t: t,
+  ): float => {
+    let xs = t.xyShape.xs
+    let ys = t.xyShape.ys
+
+    E.A.reducei(xs, 0.0, (acc, _x, i) => {
+      let areaUnderIntegral = // TODO Take this switch statement out of the loop body
+      switch (t.interpolation, i) {
+      | (_, 0) => 0.0
+      | (#Stepwise, _) =>
+        indefiniteIntegralStepwise(xs[i], ys[i - 1]) -.
+        indefiniteIntegralStepwise(xs[i - 1], ys[i - 1])
+      | (#Linear, _) =>
+        let x1 = xs[i - 1]
+        let x2 = xs[i]
+        if x1 == x2 {
+          0.0
+        } else {
+          let h1 = ys[i - 1]
+          let h2 = ys[i]
+          let b = (h1 -. h2) /. (x1 -. x2)
+          let a = h1 -. b *. x1
+          indefiniteIntegralLinear(x2, a, b) -. indefiniteIntegralLinear(x1, a, b)
+        }
+      }
+      acc +. areaUnderIntegral
+    })
+  }
+
+  let getMeanOfSquares = (t: t) => {
+    let indefiniteIntegralLinear = (p, a, b) => a *. p ** 3.0 /. 3.0 +. b *. p ** 4.0 /. 4.0
+    let indefiniteIntegralStepwise = (p, h1) => h1 *. p ** 3.0 /. 3.0
+    integrate(~indefiniteIntegralStepwise, ~indefiniteIntegralLinear, t)
+  }
+}
+
 let getShape = (t: t) => t.xyShape
 let interpolation = (t: t) => t.interpolation
 let make = (~interpolation=#Linear, ~integralSumCache=None, ~integralCache=None, xyShape): t => {
@@ -194,7 +235,7 @@ module T = Dist({
     let indefiniteIntegralStepwise = (p, h1) => h1 *. p ** 2.0 /. 2.0
     let indefiniteIntegralLinear = (p, a, b) => a *. p ** 2.0 /. 2.0 +. b *. p ** 3.0 /. 3.0
 
-    XYShape.Analysis.integrateContinuousShape(
+    Analysis.integrate(
       ~indefiniteIntegralStepwise,
       ~indefiniteIntegralLinear,
       t,
@@ -204,7 +245,7 @@ module T = Dist({
     XYShape.Analysis.getVarianceDangerously(
       t,
       mean,
-      XYShape.Analysis.getMeanOfSquaresContinuousShape,
+      Analysis.getMeanOfSquares,
     )
 })
 

packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Discrete.res

@@ -209,8 +209,9 @@ module T = Dist({
     let s = getShape(t)
     E.A.reducei(s.xs, 0.0, (acc, x, i) => acc +. x *. s.ys[i])
   }
+
   let variance = (t: t): float => {
-    let getMeanOfSquares = t => t |> shapeMap(XYShape.Analysis.squareXYShape) |> mean
+    let getMeanOfSquares = t => t |> shapeMap(XYShape.T.square) |> mean
     XYShape.Analysis.getVarianceDangerously(t, mean, getMeanOfSquares)
   }
 })

packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Mixed.res

@@ -213,8 +213,8 @@ module T = Dist({
 
     let getMeanOfSquares = ({discrete, continuous}: t) => {
       let discreteMean =
-        discrete |> Discrete.shapeMap(XYShape.Analysis.squareXYShape) |> Discrete.T.mean
-      let continuousMean = continuous |> XYShape.Analysis.getMeanOfSquaresContinuousShape
+        discrete |> Discrete.shapeMap(XYShape.T.square) |> Discrete.T.mean
+      let continuousMean = continuous |> Continuous.Analysis.getMeanOfSquares
       (discreteMean *. discreteIntegralSum +. continuousMean *. continuousIntegralSum) /.
         totalIntegralSum
     }

packages/squiggle-lang/src/rescript/Distributions/PointSetDist/PointSetTypes.res

@@ -0,0 +1,93 @@
+type domainLimit = {
+  xPoint: float,
+  excludingProbabilityMass: float,
+}
+
+type domain =
+  | Complete
+  | LeftLimited(domainLimit)
+  | RightLimited(domainLimit)
+  | LeftAndRightLimited(domainLimit, domainLimit)
+
+type distributionType = [
+  | #PDF
+  | #CDF
+]
+
+type xyShape = XYShape.xyShape;
+type interpolationStrategy = XYShape.interpolationStrategy;
+type extrapolationStrategy = XYShape.extrapolationStrategy;
+type interpolator = XYShape.extrapolationStrategy;
+
+type rec continuousShape = {
+  xyShape: xyShape,
+  interpolation: interpolationStrategy,
+  integralSumCache: option<float>,
+  integralCache: option<continuousShape>,
+}
+
+type discreteShape = {
+  xyShape: xyShape,
+  integralSumCache: option<float>,
+  integralCache: option<continuousShape>,
+}
+
+type mixedShape = {
+  continuous: continuousShape,
+  discrete: discreteShape,
+  integralSumCache: option<float>,
+  integralCache: option<continuousShape>,
+}
+
+type pointSetDistMonad<'a, 'b, 'c> =
+  | Mixed('a)
+  | Discrete('b)
+  | Continuous('c)
+
+@genType
+type pointSetDist = pointSetDistMonad<mixedShape, discreteShape, continuousShape>
+
+module ShapeMonad = {
+  let fmap = (t: pointSetDistMonad<'a, 'b, 'c>, (fn1, fn2, fn3)): pointSetDistMonad<'d, 'e, 'f> =>
+    switch t {
+    | Mixed(m) => Mixed(fn1(m))
+    | Discrete(m) => Discrete(fn2(m))
+    | Continuous(m) => Continuous(fn3(m))
+    }
+}
+
+type generationSource =
+  | SquiggleString(string)
+  | Shape(pointSetDist)
+
+@genType
+type distPlus = {
+  pointSetDist: pointSetDist,
+  integralCache: continuousShape,
+  squiggleString: option<string>,
+}
+
+type mixedPoint = {
+  continuous: float,
+  discrete: float,
+}
+
+module MixedPoint = {
+  type t = mixedPoint
+  let toContinuousValue = (t: t) => t.continuous
+  let toDiscreteValue = (t: t) => t.discrete
+  let makeContinuous = (continuous: float): t => {continuous: continuous, discrete: 0.0}
+  let makeDiscrete = (discrete: float): t => {continuous: 0.0, discrete: discrete}
+
+  let fmap = (fn: float => float, t: t) => {
+    continuous: fn(t.continuous),
+    discrete: fn(t.discrete),
+  }
+
+  let combine2 = (fn, c: t, d: t): t => {
+    continuous: fn(c.continuous, d.continuous),
+    discrete: fn(c.discrete, d.discrete),
+  }
+
+  let add = combine2((a, b) => a +. b)
+}

packages/squiggle-lang/src/rescript/Distributions/SymbolicDist/SymbolicDist.res

@@ -2,7 +2,7 @@ open SymbolicDistTypes
 
 module Normal = {
   type t = normal
-  let make = (mean: float, stdev: float): result<symbolicDist,string> => 
+  let make = (mean: float, stdev: float): result<symbolicDist, string> =>
     stdev > 0.0
       ? Ok(#Normal({mean: mean, stdev: stdev}))
       : Error("Standard deviation of normal distribution must be larger than 0")
@@ -48,11 +48,13 @@ module Normal = {
 
 module Exponential = {
   type t = exponential
-  let make = (rate: float): result<symbolicDist,string> =>
+  let make = (rate: float): result<symbolicDist, string> =>
     rate > 0.0
-      ? Ok(#Exponential({
+      ? Ok(
+          #Exponential({
             rate: rate,
-        }))
+          }),
+        )
       : Error("Exponential distributions mean must be larger than 0")
   let pdf = (x, t: t) => Jstat.Exponential.pdf(x, t.rate)
   let cdf = (x, t: t) => Jstat.Exponential.cdf(x, t.rate)
@@ -127,8 +129,7 @@ module Lognormal = {
       let mu = Js.Math.log(mean) -. 0.5 *. Js.Math.log(variance /. meanSquared +. 1.0)
       let sigma = Js.Math.pow_float(~base=Js.Math.log(variance /. meanSquared +. 1.0), ~exp=0.5)
       Ok(#Lognormal({mu: mu, sigma: sigma}))
-    }
-    else {
+    } else {
       Error("Lognormal standard deviation must be larger than 0")
     }
   }
@@ -154,9 +155,7 @@ module Lognormal = {
 module Uniform = {
   type t = uniform
   let make = (low, high) =>
-     high > low 
-       ? Ok(#Uniform({low: low, high: high}))
-       : Error("High must be larger than low")
+    high > low ? Ok(#Uniform({low: low, high: high})) : Error("High must be larger than low")
 
   let pdf = (x, t: t) => Jstat.Uniform.pdf(x, t.low, t.high)
   let cdf = (x, t: t) => Jstat.Uniform.cdf(x, t.low, t.high)
@@ -165,7 +164,7 @@ module Uniform = {
   let mean = (t: t) => Ok(Jstat.Uniform.mean(t.low, t.high))
   let toString = ({low, high}: t) => j`Uniform($low,$high)`
   let truncate = (low, high, t: t): t => {
-//todo: add check
+    //todo: add check
     let newLow = max(E.O.default(neg_infinity, low), t.low)
     let newHigh = min(E.O.default(infinity, high), t.high)
     {low: newLow, high: newHigh}
@@ -183,6 +182,15 @@ module Float = {
   let toString = Js.Float.toString
 }
 
+module From90thPercentile = {
+  let make = (low, high) =>
+    switch (low, high) {
+    | (low, high) if low <= 0.0 && low < high => Ok(Normal.from90PercentCI(low, high))
+    | (low, high) if low < high => Ok(Lognormal.from90PercentCI(low, high))
+    | (_, _) => Error("Low value must be less than high value.")
+    }
+}
+
 module T = {
   let minCdfValue = 0.0001
   let maxCdfValue = 0.9999

packages/squiggle-lang/src/rescript/OldInterpreter/DistPlus.res

@@ -8,28 +8,22 @@ let make =
     (
       ~pointSetDist,
       ~squiggleString,
-      ~domain=Complete,
-      ~unit=UnspecifiedDistribution,
       (),
     )
     : t => {
   let integral = pointSetDistIntegral(pointSetDist);
-  {pointSetDist, domain, integralCache: integral, unit, squiggleString};
+  {pointSetDist, integralCache: integral, squiggleString};
 };
 
 let update =
     (
       ~pointSetDist=?,
       ~integralCache=?,
-      ~domain=?,
-      ~unit=?,
       ~squiggleString=?,
       t: t,
     ) => {
   pointSetDist: E.O.default(t.pointSetDist, pointSetDist),
   integralCache: E.O.default(t.integralCache, integralCache),
-  domain: E.O.default(t.domain, domain),
-  unit: E.O.default(t.unit, unit),
   squiggleString: E.O.default(t.squiggleString, squiggleString),
 };
 
@@ -38,12 +32,6 @@ let updateShape = (pointSetDist, t) => {
   update(~pointSetDist, ~integralCache, t);
 };
 
-let domainIncludedProbabilityMass = (t: t) =>
-  Domain.includedProbabilityMass(t.domain);
-
-let domainIncludedProbabilityMassAdjustment = (t: t, f) =>
-  f *. Domain.includedProbabilityMass(t.domain);
-
 let toPointSetDist = ({pointSetDist, _}: t) => pointSetDist;
 
 let pointSetDistFn = (fn, {pointSetDist}: t) => fn(pointSetDist);
@@ -73,8 +61,7 @@ module T =
     let xToY = (f, t: t) =>
       t
       |> toPointSetDist
-      |> PointSetDist.T.xToY(f)
-      |> MixedPoint.fmap(domainIncludedProbabilityMassAdjustment(t));
+      |> PointSetDist.T.xToY(f);
 
     let minX = pointSetDistFn(PointSetDist.T.minX);
     let maxX = pointSetDistFn(PointSetDist.T.maxX);
@@ -115,7 +102,6 @@ module T =
         f,
         toPointSetDist(t),
       )
-      |> domainIncludedProbabilityMassAdjustment(t);
     };
 
     // TODO: This part is broken when there is a limit, if this is supposed to be taken into account.

packages/squiggle-lang/src/rescript/OldInterpreter/typeSystem/HardcodedFunctions.res

@@ -229,6 +229,6 @@ let all = [
   ),
   makeRenderedDistFloat("scaleExp", (dist, float) => verticalScaling(#Exponentiate, dist, float)),
   makeRenderedDistFloat("scaleMultiply", (dist, float) => verticalScaling(#Multiply, dist, float)),
-  makeRenderedDistFloat("scaleLog", (dist, float) => verticalScaling(#Log, dist, float)),
+  makeRenderedDistFloat("scaleLog", (dist, float) => verticalScaling(#Logarithm, dist, float)),
   Multimodal._function,
 ]

packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExpressionValue.res

@@ -12,6 +12,7 @@ type rec expressionValue =
   | EvSymbol(string)
   | EvArray(array<expressionValue>)
   | EvRecord(Js.Dict.t<expressionValue>)
+  | EvDistribution(GenericDist_Types.genericDist)
 
 type functionCall = (string, array<expressionValue>)
 
@@ -35,6 +36,7 @@ let rec toString = aValue =>
         ->Js.String.concatMany("")
       `{${pairs}}`
     }
+  | EvDistribution(dist) => `${GenericDist.toString(dist)}`
   }
 
 let toStringWithType = aValue =>
@@ -45,6 +47,7 @@ let toStringWithType = aValue =>
   | EvSymbol(_) => `Symbol::${toString(aValue)}`
   | EvArray(_) => `Array::${toString(aValue)}`
   | EvRecord(_) => `Record::${toString(aValue)}`
+  | EvDistribution(_) => `Distribution::${toString(aValue)}`
   }
 
 let argsToString = (args: array<expressionValue>): string => {

packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExternalLibrary.res

@@ -13,13 +13,10 @@ module Sample = {
 /*
   Map external calls of Reducer
 */
+
 let dispatch = (call: ExpressionValue.functionCall, chain): result<expressionValue, 'e> =>
-  switch call {
-  | ("add", [EvNumber(a), EvNumber(b)]) => Sample.customAdd(a, b)->EvNumber->Ok
-
-  | call => chain(call)
-
-  /*
+  ReducerInterface_GenericDistribution.dispatch(call) |> E.O.default(chain(call))
+/*
 If your dispatch is too big you can divide it into smaller dispatches and pass the call so that it gets called finally.
 
 The final chain(call) invokes the builtin default functions of the interpreter.
@@ -35,4 +32,3 @@ Remember from the users point of view, there are no different modules:
 // "doSth( constructorType2 )"
 doSth gets dispatched to the correct module because of the type signature. You get function and operator abstraction for free. You don't need to combine different implementations into one type. That would be duplicating the repsonsibility of the dispatcher.
 */
-  }

packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res

@@ -0,0 +1,185 @@
+module ExpressionValue = ReducerInterface_ExpressionValue
+type expressionValue = ReducerInterface_ExpressionValue.expressionValue
+
+let runGenericOperation = DistributionOperation.run(
+  ~env={
+    sampleCount: 1000,
+    xyPointLength: 1000,
+  },
+)
+
+module Helpers = {
+  let arithmeticMap = r =>
+    switch r {
+    | "add" => #Add
+    | "dotAdd" => #Add
+    | "subtract" => #Subtract
+    | "dotSubtract" => #Subtract
+    | "divide" => #Divide
+    | "log" => #Logarithm
+    | "dotDivide" => #Divide
+    | "pow" => #Exponentiate
+    | "dotPow" => #Exponentiate
+    | "multiply" => #Multiply
+    | "dotMultiply" => #Multiply
+    | "dotLog" => #Logarithm
+    | _ => #Multiply
+    }
+
+  let catchAndConvertTwoArgsToDists = (args: array<expressionValue>): option<(
+    GenericDist_Types.genericDist,
+    GenericDist_Types.genericDist,
+  )> => {
+    switch args {
+    | [EvDistribution(a), EvDistribution(b)] => Some((a, b))
+    | [EvNumber(a), EvDistribution(b)] => Some((GenericDist.fromFloat(a), b))
+    | [EvDistribution(a), EvNumber(b)] => Some((a, GenericDist.fromFloat(b)))
+    | _ => None
+    }
+  }
+
+  let toFloatFn = (
+    fnCall: GenericDist_Types.Operation.toFloat,
+    dist: GenericDist_Types.genericDist,
+  ) => {
+    FromDist(GenericDist_Types.Operation.ToFloat(fnCall), dist)->runGenericOperation->Some
+  }
+
+  let toDistFn = (fnCall: GenericDist_Types.Operation.toDist, dist) => {
+    FromDist(GenericDist_Types.Operation.ToDist(fnCall), dist)->runGenericOperation->Some
+  }
+
+  let twoDiststoDistFn = (direction, arithmetic, dist1, dist2) => {
+    FromDist(
+      GenericDist_Types.Operation.ToDistCombination(
+        direction,
+        arithmeticMap(arithmetic),
+        #Dist(dist2),
+      ),
+      dist1,
+    )->runGenericOperation
+  }
+}
+
+module SymbolicConstructors = {
+  let oneFloat = name =>
+    switch name {
+    | "exponential" => Ok(SymbolicDist.Exponential.make)
+    | _ => Error("Unreachable state")
+    }
+
+  let twoFloat = name =>
+    switch name {
+    | "normal" => Ok(SymbolicDist.Normal.make)
+    | "uniform" => Ok(SymbolicDist.Uniform.make)
+    | "beta" => Ok(SymbolicDist.Beta.make)
+    | "lognormal" => Ok(SymbolicDist.Lognormal.make)
+    | "to" => Ok(SymbolicDist.From90thPercentile.make)
+    | _ => Error("Unreachable state")
+    }
+
+  let threeFloat = name =>
+    switch name {
+    | "triangular" => Ok(SymbolicDist.Triangular.make)
+    | _ => Error("Unreachable state")
+    }
+
+  let symbolicResultToOutput = (
+    symbolicResult: result<SymbolicDistTypes.symbolicDist, string>,
+  ): option<DistributionOperation.outputType> =>
+    switch symbolicResult {
+    | Ok(r) => Some(Dist(Symbolic(r)))
+    | Error(r) => Some(GenDistError(Other(r)))
+    }
+}
+
+module Math = {
+  let e = 2.718281828459
+}
+
+let dispatchToGenericOutput = (call: ExpressionValue.functionCall): option<
+  DistributionOperation.outputType,
+> => {
+  let (fnName, args) = call
+  switch (fnName, args) {
+  | ("exponential" as fnName, [EvNumber(f1)]) =>
+    SymbolicConstructors.oneFloat(fnName)
+    ->E.R.bind(r => r(f1))
+    ->SymbolicConstructors.symbolicResultToOutput
+  | (
+      ("normal" | "uniform" | "beta" | "lognormal" | "to") as fnName,
+      [EvNumber(f1), EvNumber(f2)],
+    ) =>
+    SymbolicConstructors.twoFloat(fnName)
+    ->E.R.bind(r => r(f1, f2))
+    ->SymbolicConstructors.symbolicResultToOutput
+  | ("triangular" as fnName, [EvNumber(f1), EvNumber(f2), EvNumber(f3)]) =>
+    SymbolicConstructors.threeFloat(fnName)
+    ->E.R.bind(r => r(f1, f2, f3))
+    ->SymbolicConstructors.symbolicResultToOutput
+  | ("sample", [EvDistribution(dist)]) => Helpers.toFloatFn(#Sample, dist)
+  | ("mean", [EvDistribution(dist)]) => Helpers.toFloatFn(#Mean, dist)
+  | ("exp", [EvDistribution(a)]) =>
+    // https://mathjs.org/docs/reference/functions/exp.html
+    Helpers.twoDiststoDistFn(Algebraic, "pow", GenericDist.fromFloat(Math.e), a)->Some
+  | ("normalize", [EvDistribution(dist)]) => Helpers.toDistFn(Normalize, dist)
+  | ("toPointSet", [EvDistribution(dist)]) => Helpers.toDistFn(ToPointSet, dist)
+  | ("cdf", [EvDistribution(dist), EvNumber(float)]) => Helpers.toFloatFn(#Cdf(float), dist)
+  | ("pdf", [EvDistribution(dist), EvNumber(float)]) => Helpers.toFloatFn(#Pdf(float), dist)
+  | ("inv", [EvDistribution(dist), EvNumber(float)]) => Helpers.toFloatFn(#Inv(float), dist)
+  | ("toSampleSet", [EvDistribution(dist), EvNumber(float)]) =>
+    Helpers.toDistFn(ToSampleSet(Belt.Int.fromFloat(float)), dist)
+  | ("truncateLeft", [EvDistribution(dist), EvNumber(float)]) =>
+    Helpers.toDistFn(Truncate(Some(float), None), dist)
+  | ("truncateRight", [EvDistribution(dist), EvNumber(float)]) =>
+    Helpers.toDistFn(Truncate(None, Some(float)), dist)
+  | ("truncate", [EvDistribution(dist), EvNumber(float1), EvNumber(float2)]) =>
+    Helpers.toDistFn(Truncate(Some(float1), Some(float2)), dist)
+  | ("log", [EvDistribution(a)]) =>
+    Helpers.twoDiststoDistFn(Algebraic, "log", a, GenericDist.fromFloat(Math.e))->Some
+  | ("log10", [EvDistribution(a)]) =>
+    Helpers.twoDiststoDistFn(Algebraic, "log", a, GenericDist.fromFloat(10.0))->Some
+  | ("unaryMinus", [EvDistribution(a)]) =>
+    Helpers.twoDiststoDistFn(Algebraic, "multiply", a, GenericDist.fromFloat(-1.0))->Some
+  | (("add" | "multiply" | "subtract" | "divide" | "pow" | "log") as arithmetic, [a, b] as args) =>
+    Helpers.catchAndConvertTwoArgsToDists(args)->E.O2.fmap(((fst, snd)) =>
+      Helpers.twoDiststoDistFn(Algebraic, arithmetic, fst, snd)
+    )
+  | (
+      ("dotAdd"
+      | "dotMultiply"
+      | "dotSubtract"
+      | "dotDivide"
+      | "dotPow"
+      | "dotLog") as arithmetic,
+      [a, b] as args,
+    ) =>
+    Helpers.catchAndConvertTwoArgsToDists(args)->E.O2.fmap(((fst, snd)) =>
+      Helpers.twoDiststoDistFn(Pointwise, arithmetic, fst, snd)
+    )
+  | ("dotLog", [EvDistribution(a)]) =>
+    Helpers.twoDiststoDistFn(Pointwise, "dotLog", a, GenericDist.fromFloat(Math.e))->Some
+  | ("dotExp", [EvDistribution(a)]) =>
+    Helpers.twoDiststoDistFn(Pointwise, "dotPow", GenericDist.fromFloat(Math.e), a)->Some
+  | _ => None
+  }
+}
+
+let genericOutputToReducerValue = (o: DistributionOperation.outputType): result<
+  expressionValue,
+  Reducer_ErrorValue.errorValue,
+> =>
+  switch o {
+  | Dist(d) => Ok(ReducerInterface_ExpressionValue.EvDistribution(d))
+  | Float(d) => Ok(EvNumber(d))
+  | String(d) => Ok(EvString(d))
+  | GenDistError(NotYetImplemented) => Error(RETodo("Function not yet implemented"))
+  | GenDistError(Unreachable) => Error(RETodo("Unreachable"))
+  | GenDistError(DistributionVerticalShiftIsInvalid) =>
+    Error(RETodo("Distribution Vertical Shift is Invalid"))
+  | GenDistError(Other(s)) => Error(RETodo(s))
+  }
+
+let dispatch = call => {
+  dispatchToGenericOutput(call)->E.O2.fmap(genericOutputToReducerValue)
+}

packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.resi

@@ -0,0 +1,3 @@
+let dispatch: ReducerInterface_ExpressionValue.functionCall => option<
+  result<ReducerInterface_ExpressionValue.expressionValue, Reducer_ErrorValue.errorValue>,
+>

packages/squiggle-lang/src/rescript/Utility/E.res

@@ -100,6 +100,7 @@ module O = {
 module O2 = {
   let default = (a, b) => O.default(b, a)
   let toExn = (a, b) => O.toExn(b, a)
+  let fmap = (a, b) => O.fmap(b, a)
 }
 
 /* Functions */

packages/squiggle-lang/src/rescript/Utility/Operation.res

@@ -7,11 +7,11 @@ type algebraicOperation = [
   | #Subtract
   | #Divide
   | #Exponentiate
-  | #Log
+  | #Logarithm
 ]
 @genType
 type pointwiseOperation = [#Add | #Multiply | #Exponentiate]
-type scaleOperation = [#Multiply | #Exponentiate | #Log | #Divide]
+type scaleOperation = [#Multiply | #Exponentiate | #Logarithm | #Divide]
 type distToFloatOperation = [
   | #Pdf(float)
   | #Cdf(float)
@@ -29,7 +29,7 @@ module Algebraic = {
     | #Multiply => \"*."
     | #Exponentiate => \"**"
     | #Divide => \"/."
-    | #Log => (a, b) => log(a) /. log(b)
+    | #Logarithm => (a, b) => log(a) /. log(b)
     }
 
   let applyFn = (t, f1, f2) =>
@@ -45,7 +45,7 @@ module Algebraic = {
     | #Multiply => "*"
     | #Exponentiate => "**"
     | #Divide => "/"
-    | #Log => "log"
+    | #Logarithm => "log"
     }
 
   let format = (a, b, c) => b ++ (" " ++ (toString(a) ++ (" " ++ c)))
@@ -84,7 +84,7 @@ module Scale = {
     | #Multiply => \"*."
     | #Divide => \"/."
     | #Exponentiate => \"**"
-    | #Log => (a, b) => log(a) /. log(b)
+    | #Logarithm => (a, b) => log(a) /. log(b)
     }
 
   let format = (operation: t, value, scaleBy) =>
@@ -92,7 +92,7 @@ module Scale = {
     | #Multiply => j`verticalMultiply($value, $scaleBy) `
     | #Divide => j`verticalDivide($value, $scaleBy) `
     | #Exponentiate => j`verticalExponentiate($value, $scaleBy) `
-    | #Log => j`verticalLog($value, $scaleBy) `
+    | #Logarithm => j`verticalLog($value, $scaleBy) `
     }
 
   let toIntegralSumCacheFn = x =>
@@ -100,7 +100,7 @@ module Scale = {
     | #Multiply => (a, b) => Some(a *. b)
     | #Divide => (a, b) => Some(a /. b)
     | #Exponentiate => (_, _) => None
-    | #Log => (_, _) => None
+    | #Logarithm => (_, _) => None
     }
 
   let toIntegralCacheFn = x =>
@@ -108,7 +108,7 @@ module Scale = {
     | #Multiply => (_, _) => None // TODO: this could probably just be multiplied out (using Continuous.scaleBy)
     | #Divide => (_, _) => None
     | #Exponentiate => (_, _) => None
-    | #Log => (_, _) => None
+    | #Logarithm => (_, _) => None
     }
 }
 

packages/squiggle-lang/src/rescript/Utility/XYShape.res

@@ -1,4 +1,22 @@
-open PointSetTypes
+@genType
+type xyShape = {
+  xs: array<float>,
+  ys: array<float>,
+}
+
+@genType
+type interpolationStrategy = [
+  | #Stepwise
+  | #Linear
+]
+
+@genType
+type extrapolationStrategy = [
+  | #UseZero
+  | #UseOutermostPoints
+]
+
+type interpolator = (xyShape, int, float) => float
 
 let interpolate = (xMin: float, xMax: float, yMin: float, yMax: float, xIntended: float): float => {
   let minProportion = (xMax -. xIntended) /. (xMax -. xMin)
@@ -25,6 +43,7 @@ module T = {
   let xTotalRange = (t: t) => maxX(t) -. minX(t)
   let mapX = (fn, t: t): t => {xs: E.A.fmap(fn, t.xs), ys: t.ys}
   let mapY = (fn, t: t): t => {xs: t.xs, ys: E.A.fmap(fn, t.ys)}
+  let square = mapX(x => x ** 2.0)
   let zip = ({xs, ys}: t) => Belt.Array.zip(xs, ys)
   let fromArray = ((xs, ys)): t => {xs: xs, ys: ys}
   let fromArrays = (xs, ys): t => {xs: xs, ys: ys}
@@ -126,8 +145,8 @@ module XtoY = {
   /* Returns a between-points-interpolating function that can be used with PointwiseCombination.combine.
    Interpolation can either be stepwise (using the value on the left) or linear. Extrapolation can be `UseZero or `UseOutermostPoints. */
   let continuousInterpolator = (
-    interpolation: PointSetTypes.interpolationStrategy,
-    extrapolation: PointSetTypes.extrapolationStrategy,
+    interpolation: interpolationStrategy,
+    extrapolation: extrapolationStrategy,
   ): interpolator =>
     switch (interpolation, extrapolation) {
     | (#Linear, #UseZero) =>
@@ -392,49 +411,9 @@ let logScorePoint = (sampleCount, t1, t2) =>
   |> E.O.fmap(Pairs.y)
 
 module Analysis = {
-  let integrateContinuousShape = (
-    ~indefiniteIntegralStepwise=(p, h1) => h1 *. p,
-    ~indefiniteIntegralLinear=(p, a, b) => a *. p +. b *. p ** 2.0 /. 2.0,
-    t: PointSetTypes.continuousShape,
-  ): float => {
-    let xs = t.xyShape.xs
-    let ys = t.xyShape.ys
-
-    E.A.reducei(xs, 0.0, (acc, _x, i) => {
-      let areaUnderIntegral = // TODO Take this switch statement out of the loop body
-      switch (t.interpolation, i) {
-      | (_, 0) => 0.0
-      | (#Stepwise, _) =>
-        indefiniteIntegralStepwise(xs[i], ys[i - 1]) -.
-        indefiniteIntegralStepwise(xs[i - 1], ys[i - 1])
-      | (#Linear, _) =>
-        let x1 = xs[i - 1]
-        let x2 = xs[i]
-        if x1 == x2 {
-          0.0
-        } else {
-          let h1 = ys[i - 1]
-          let h2 = ys[i]
-          let b = (h1 -. h2) /. (x1 -. x2)
-          let a = h1 -. b *. x1
-          indefiniteIntegralLinear(x2, a, b) -. indefiniteIntegralLinear(x1, a, b)
-        }
-      }
-      acc +. areaUnderIntegral
-    })
-  }
-
-  let getMeanOfSquaresContinuousShape = (t: PointSetTypes.continuousShape) => {
-    let indefiniteIntegralLinear = (p, a, b) => a *. p ** 3.0 /. 3.0 +. b *. p ** 4.0 /. 4.0
-    let indefiniteIntegralStepwise = (p, h1) => h1 *. p ** 3.0 /. 3.0
-    integrateContinuousShape(~indefiniteIntegralStepwise, ~indefiniteIntegralLinear, t)
-  }
-
   let getVarianceDangerously = (t: 't, mean: 't => float, getMeanOfSquares: 't => float): float => {
     let meanSquared = mean(t) ** 2.0
     let meanOfSquares = getMeanOfSquares(t)
     meanOfSquares -. meanSquared
   }
-
-  let squareXYShape = T.mapX(x => x ** 2.0)
 }

packages/squiggle-lang/src/rescript/pointSetDist/PointSetTypes.res

@@ -1,154 +0,0 @@
-type domainLimit = {
-  xPoint: float,
-  excludingProbabilityMass: float,
-}
-
-type domain =
-  | Complete
-  | LeftLimited(domainLimit)
-  | RightLimited(domainLimit)
-  | LeftAndRightLimited(domainLimit, domainLimit)
-
-type distributionType = [
-  | #PDF
-  | #CDF
-]
-
-type xyShape = {
-  xs: array<float>,
-  ys: array<float>,
-}
-
-type interpolationStrategy = [
-  | #Stepwise
-  | #Linear
-]
-type extrapolationStrategy = [
-  | #UseZero
-  | #UseOutermostPoints
-]
-
-type interpolator = (xyShape, int, float) => float
-
-type rec continuousShape = {
-  xyShape: xyShape,
-  interpolation: interpolationStrategy,
-  integralSumCache: option<float>,
-  integralCache: option<continuousShape>,
-}
-
-type discreteShape = {
-  xyShape: xyShape,
-  integralSumCache: option<float>,
-  integralCache: option<continuousShape>,
-}
-
-type mixedShape = {
-  continuous: continuousShape,
-  discrete: discreteShape,
-  integralSumCache: option<float>,
-  integralCache: option<continuousShape>,
-}
-
-type pointSetDistMonad<'a, 'b, 'c> =
-  | Mixed('a)
-  | Discrete('b)
-  | Continuous('c)
-
-@genType
-type pointSetDist = pointSetDistMonad<mixedShape, discreteShape, continuousShape>
-
-module ShapeMonad = {
-  let fmap = (t: pointSetDistMonad<'a, 'b, 'c>, (fn1, fn2, fn3)): pointSetDistMonad<'d, 'e, 'f> =>
-    switch t {
-    | Mixed(m) => Mixed(fn1(m))
-    | Discrete(m) => Discrete(fn2(m))
-    | Continuous(m) => Continuous(fn3(m))
-    }
-}
-
-type generationSource =
-  | SquiggleString(string)
-  | Shape(pointSetDist)
-
-type distributionUnit =
-  | UnspecifiedDistribution
-
-@genType
-type distPlus = {
-  pointSetDist: pointSetDist,
-  domain: domain,
-  integralCache: continuousShape,
-  unit: distributionUnit,
-  squiggleString: option<string>,
-}
-
-module DistributionUnit = {
-  let toJson = (distributionUnit: distributionUnit) =>
-    switch distributionUnit {
-    | _ => Js.Null.fromOption(None)
-    }
-}
-
-module Domain = {
-  let excludedProbabilityMass = (t: domain) =>
-    switch t {
-    | Complete => 0.0
-    | LeftLimited({excludingProbabilityMass}) => excludingProbabilityMass
-    | RightLimited({excludingProbabilityMass}) => excludingProbabilityMass
-    | LeftAndRightLimited({excludingProbabilityMass: l}, {excludingProbabilityMass: r}) => l +. r
-    }
-
-  let includedProbabilityMass = (t: domain) => 1.0 -. excludedProbabilityMass(t)
-
-  let initialProbabilityMass = (t: domain) =>
-    switch t {
-    | Complete
-    | RightLimited(_) => 0.0
-    | LeftLimited({excludingProbabilityMass}) => excludingProbabilityMass
-    | LeftAndRightLimited({excludingProbabilityMass}, _) => excludingProbabilityMass
-    }
-
-  let normalizeProbabilityMass = (t: domain) => 1. /. excludedProbabilityMass(t)
-
-  let yPointToSubYPoint = (t: domain, yPoint) =>
-    switch t {
-    | Complete => Some(yPoint)
-    | LeftLimited({excludingProbabilityMass}) if yPoint < excludingProbabilityMass => None
-    | LeftLimited({excludingProbabilityMass}) if yPoint >= excludingProbabilityMass =>
-      Some((yPoint -. excludingProbabilityMass) /. includedProbabilityMass(t))
-    | RightLimited({excludingProbabilityMass}) if yPoint > 1. -. excludingProbabilityMass => None
-    | RightLimited({excludingProbabilityMass}) if yPoint <= 1. -. excludingProbabilityMass =>
-      Some(yPoint /. includedProbabilityMass(t))
-    | LeftAndRightLimited({excludingProbabilityMass: l}, _) if yPoint < l => None
-    | LeftAndRightLimited(_, {excludingProbabilityMass: r}) if yPoint > 1.0 -. r => None
-    | LeftAndRightLimited({excludingProbabilityMass: l}, _) =>
-      Some((yPoint -. l) /. includedProbabilityMass(t))
-    | _ => None
-    }
-}
-
-type mixedPoint = {
-  continuous: float,
-  discrete: float,
-}
-
-module MixedPoint = {
-  type t = mixedPoint
-  let toContinuousValue = (t: t) => t.continuous
-  let toDiscreteValue = (t: t) => t.discrete
-  let makeContinuous = (continuous: float): t => {continuous: continuous, discrete: 0.0}
-  let makeDiscrete = (discrete: float): t => {continuous: 0.0, discrete: discrete}
-
-  let fmap = (fn: float => float, t: t) => {
-    continuous: fn(t.continuous),
-    discrete: fn(t.discrete),
-  }
-
-  let combine2 = (fn, c: t, d: t): t => {
-    continuous: fn(c.continuous, d.continuous),
-    discrete: fn(c.discrete, d.discrete),
-  }
-
-  let add = combine2((a, b) => a +. b)
-}

yarn.lock

@@ -2191,6 +2191,11 @@
     "@jridgewell/resolve-uri" "^3.0.3"
     "@jridgewell/sourcemap-codec" "^1.4.10"
 
+"@leichtgewicht/ip-codec@^2.0.1":
+  version "2.0.3"
+  resolved "https://registry.yarnpkg.com/@leichtgewicht/ip-codec/-/ip-codec-2.0.3.tgz#0300943770e04231041a51bd39f0439b5c7ab4f0"
+  integrity sha512-nkalE/f1RvRGChwBnEIoBfSEYOXnCRdleKuv6+lePbMDrMZXeDQnqak5XDOeBgrPPyPfAdcCu/B5z+v3VhplGg==
+
 "@mdx-js/loader@^1.6.22":
   version "1.6.22"
   resolved "https://registry.yarnpkg.com/@mdx-js/loader/-/loader-1.6.22.tgz#d9e8fe7f8185ff13c9c8639c048b123e30d322c4"
@@ -2306,9 +2311,9 @@
   integrity sha512-a5Sab1C4/icpTZVzZc5Ghpz88yQtGOyNqYXcZgOssB2uuAr+wF/MvN6bgtW32q7HHrvBki+BsZ0OuNv6EV3K9g==
 
 "@popperjs/core@^2.5.4", "@popperjs/core@^2.6.0":
-  version "2.11.4"
-  resolved "https://registry.yarnpkg.com/@popperjs/core/-/core-2.11.4.tgz#d8c7b8db9226d2d7664553a0741ad7d0397ee503"
-  integrity sha512-q/ytXxO5NKvyT37pmisQAItCFqA7FD/vNb8dgaJy3/630Fsc+Mz9/9f2SziBoIZ30TJooXyTwZmhi1zjXmObYg==
+  version "2.11.5"
+  resolved "https://registry.yarnpkg.com/@popperjs/core/-/core-2.11.5.tgz#db5a11bf66bdab39569719555b0f76e138d7bd64"
+  integrity sha512-9X2obfABZuDVLCgPK9aX0a/x4jaOEweTTWE2+9sr0Qqqevj2Uv5XorvusThmc9XGYpS9yI+fhh8RTafBtGposw==
 
 "@rollup/plugin-babel@^5.2.0":
   version "5.3.1"
@@ -3590,9 +3595,9 @@
     defer-to-connect "^1.0.1"
 
 "@testing-library/dom@^8.0.0":
-  version "8.12.0"
-  resolved "https://registry.yarnpkg.com/@testing-library/dom/-/dom-8.12.0.tgz#fef5e545533fb084175dda6509ee71d7d2f72e23"
-  integrity sha512-rBrJk5WjI02X1edtiUcZhgyhgBhiut96r5Jp8J5qktKdcvLcZpKDW8i2hkGMMItxrghjXuQ5AM6aE0imnFawaw==
+  version "8.13.0"
+  resolved "https://registry.yarnpkg.com/@testing-library/dom/-/dom-8.13.0.tgz#bc00bdd64c7d8b40841e27a70211399ad3af46f5"
+  integrity sha512-9VHgfIatKNXQNaZTtLnalIy0jNZzY35a4S3oi08YAt9Hv1VsfZ/DfA45lM8D/UhtHBGJ4/lGwp0PZkVndRkoOQ==
   dependencies:
     "@babel/code-frame" "^7.10.4"
     "@babel/runtime" "^7.12.5"
@@ -3604,9 +3609,9 @@
     pretty-format "^27.0.2"
 
 "@testing-library/jest-dom@^5.16.3":
-  version "5.16.3"
-  resolved "https://registry.yarnpkg.com/@testing-library/jest-dom/-/jest-dom-5.16.3.tgz#b76851a909586113c20486f1679ffb4d8ec27bfa"
-  integrity sha512-u5DfKj4wfSt6akfndfu1eG06jsdyA/IUrlX2n3pyq5UXgXMhXY+NJb8eNK/7pqPWAhCKsCGWDdDO0zKMKAYkEA==
+  version "5.16.4"
+  resolved "https://registry.yarnpkg.com/@testing-library/jest-dom/-/jest-dom-5.16.4.tgz#938302d7b8b483963a3ae821f1c0808f872245cd"
+  integrity sha512-Gy+IoFutbMQcky0k+bqqumXZ1cTGswLsFqmNLzNdSKkU9KGV2u9oXhukCbbJ9/LRPKiqwxEE8VpV/+YZlfkPUA==
   dependencies:
     "@babel/runtime" "^7.9.2"
     "@types/testing-library__jest-dom" "^5.9.1"
@@ -4145,7 +4150,7 @@
     anymatch "^3.0.0"
     source-map "^0.6.0"
 
-"@types/ws@^8.2.2":
+"@types/ws@^8.5.1":
   version "8.5.3"
   resolved "https://registry.yarnpkg.com/@types/ws/-/ws-8.5.3.tgz#7d25a1ffbecd3c4f2d35068d0b283c037003274d"
   integrity sha512-6YOoWjruKj1uLf3INHH7D3qTXwFfEsg1kf3c0uDdSBJwfa/llkwIjrAGV7j7mVgGNbzTQ3HiHKKDXl6bJPD97w==
@@ -4172,13 +4177,13 @@
     "@types/yargs-parser" "*"
 
 "@typescript-eslint/eslint-plugin@^5.5.0":
-  version "5.17.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-5.17.0.tgz#704eb4e75039000531255672bf1c85ee85cf1d67"
-  integrity sha512-qVstvQilEd89HJk3qcbKt/zZrfBZ+9h2ynpAGlWjWiizA7m/MtLT9RoX6gjtpE500vfIg8jogAkDzdCxbsFASQ==
+  version "5.18.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-5.18.0.tgz#950df411cec65f90d75d6320a03b2c98f6c3af7d"
+  integrity sha512-tzrmdGMJI/uii9/V6lurMo4/o+dMTKDH82LkNjhJ3adCW22YQydoRs5MwTiqxGF9CSYxPxQ7EYb4jLNlIs+E+A==
   dependencies:
-    "@typescript-eslint/scope-manager" "5.17.0"
-    "@typescript-eslint/type-utils" "5.17.0"
-    "@typescript-eslint/utils" "5.17.0"
+    "@typescript-eslint/scope-manager" "5.18.0"
+    "@typescript-eslint/type-utils" "5.18.0"
+    "@typescript-eslint/utils" "5.18.0"
     debug "^4.3.2"
     functional-red-black-tree "^1.0.1"
     ignore "^5.1.8"
@@ -4187,75 +4192,75 @@
     tsutils "^3.21.0"
 
 "@typescript-eslint/experimental-utils@^5.0.0":
-  version "5.17.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/experimental-utils/-/experimental-utils-5.17.0.tgz#303ba1d766d715c3225a31845b54941889e52f6c"
-  integrity sha512-U4sM5z0/ymSYqQT6I7lz8l0ZZ9zrya5VIwrwAP5WOJVabVtVsIpTMxPQe+D3qLyePT+VlETUTO2nA1+PufPx9Q==
+  version "5.18.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/experimental-utils/-/experimental-utils-5.18.0.tgz#a6b5662e6b0452cb0e75a13662ce3b33cd1be59d"
+  integrity sha512-hypiw5N0aM2aH91/uMmG7RpyUH3PN/iOhilMwkMFZIbm/Bn/G3ZnbaYdSoAN4PG/XHQjdhBYLi0ZoRZsRYT4hA==
   dependencies:
-    "@typescript-eslint/utils" "5.17.0"
+    "@typescript-eslint/utils" "5.18.0"
 
 "@typescript-eslint/parser@^5.5.0":
-  version "5.17.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-5.17.0.tgz#7def77d5bcd8458d12d52909118cf3f0a45f89d5"
-  integrity sha512-aRzW9Jg5Rlj2t2/crzhA2f23SIYFlF9mchGudyP0uiD6SenIxzKoLjwzHbafgHn39dNV/TV7xwQkLfFTZlJ4ig==
+  version "5.18.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-5.18.0.tgz#2bcd4ff21df33621df33e942ccb21cb897f004c6"
+  integrity sha512-+08nYfurBzSSPndngnHvFw/fniWYJ5ymOrn/63oMIbgomVQOvIDhBoJmYZ9lwQOCnQV9xHGvf88ze3jFGUYooQ==
   dependencies:
-    "@typescript-eslint/scope-manager" "5.17.0"
-    "@typescript-eslint/types" "5.17.0"
-    "@typescript-eslint/typescript-estree" "5.17.0"
+    "@typescript-eslint/scope-manager" "5.18.0"
+    "@typescript-eslint/types" "5.18.0"
+    "@typescript-eslint/typescript-estree" "5.18.0"
     debug "^4.3.2"
 
-"@typescript-eslint/scope-manager@5.17.0":
-  version "5.17.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-5.17.0.tgz#4cea7d0e0bc0e79eb60cad431c89120987c3f952"
-  integrity sha512-062iCYQF/doQ9T2WWfJohQKKN1zmmXVfAcS3xaiialiw8ZUGy05Em6QVNYJGO34/sU1a7a+90U3dUNfqUDHr3w==
+"@typescript-eslint/scope-manager@5.18.0":
+  version "5.18.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-5.18.0.tgz#a7d7b49b973ba8cebf2a3710eefd457ef2fb5505"
+  integrity sha512-C0CZML6NyRDj+ZbMqh9FnPscg2PrzSaVQg3IpTmpe0NURMVBXlghGZgMYqBw07YW73i0MCqSDqv2SbywnCS8jQ==
   dependencies:
-    "@typescript-eslint/types" "5.17.0"
-    "@typescript-eslint/visitor-keys" "5.17.0"
+    "@typescript-eslint/types" "5.18.0"
+    "@typescript-eslint/visitor-keys" "5.18.0"
 
-"@typescript-eslint/type-utils@5.17.0":
-  version "5.17.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-5.17.0.tgz#1c4549d68c89877662224aabb29fbbebf5fc9672"
-  integrity sha512-3hU0RynUIlEuqMJA7dragb0/75gZmwNwFf/QJokWzPehTZousP/MNifVSgjxNcDCkM5HI2K22TjQWUmmHUINSg==
+"@typescript-eslint/type-utils@5.18.0":
+  version "5.18.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-5.18.0.tgz#62dbfc8478abf36ba94a90ddf10be3cc8e471c74"
+  integrity sha512-vcn9/6J5D6jtHxpEJrgK8FhaM8r6J1/ZiNu70ZUJN554Y3D9t3iovi6u7JF8l/e7FcBIxeuTEidZDR70UuCIfA==
   dependencies:
-    "@typescript-eslint/utils" "5.17.0"
+    "@typescript-eslint/utils" "5.18.0"
     debug "^4.3.2"
     tsutils "^3.21.0"
 
-"@typescript-eslint/types@5.17.0":
-  version "5.17.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-5.17.0.tgz#861ec9e669ffa2aa9b873dd4d28d9b1ce26d216f"
-  integrity sha512-AgQ4rWzmCxOZLioFEjlzOI3Ch8giDWx8aUDxyNw9iOeCvD3GEYAB7dxWGQy4T/rPVe8iPmu73jPHuaSqcjKvxw==
+"@typescript-eslint/types@5.18.0":
+  version "5.18.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-5.18.0.tgz#4f0425d85fdb863071680983853c59a62ce9566e"
+  integrity sha512-bhV1+XjM+9bHMTmXi46p1Led5NP6iqQcsOxgx7fvk6gGiV48c6IynY0apQb7693twJDsXiVzNXTflhplmaiJaw==
 
-"@typescript-eslint/typescript-estree@5.17.0":
-  version "5.17.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-5.17.0.tgz#a7cba7dfc8f9cc2ac78c18584e684507df4f2488"
-  integrity sha512-X1gtjEcmM7Je+qJRhq7ZAAaNXYhTgqMkR10euC4Si6PIjb+kwEQHSxGazXUQXFyqfEXdkGf6JijUu5R0uceQzg==
+"@typescript-eslint/typescript-estree@5.18.0":
+  version "5.18.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-5.18.0.tgz#6498e5ee69a32e82b6e18689e2f72e4060986474"
+  integrity sha512-wa+2VAhOPpZs1bVij9e5gyVu60ReMi/KuOx4LKjGx2Y3XTNUDJgQ+5f77D49pHtqef/klglf+mibuHs9TrPxdQ==
   dependencies:
-    "@typescript-eslint/types" "5.17.0"
-    "@typescript-eslint/visitor-keys" "5.17.0"
+    "@typescript-eslint/types" "5.18.0"
+    "@typescript-eslint/visitor-keys" "5.18.0"
     debug "^4.3.2"
     globby "^11.0.4"
     is-glob "^4.0.3"
     semver "^7.3.5"
     tsutils "^3.21.0"
 
-"@typescript-eslint/utils@5.17.0", "@typescript-eslint/utils@^5.13.0":
-  version "5.17.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-5.17.0.tgz#549a9e1d491c6ccd3624bc3c1b098f5cfb45f306"
-  integrity sha512-DVvndq1QoxQH+hFv+MUQHrrWZ7gQ5KcJzyjhzcqB1Y2Xes1UQQkTRPUfRpqhS8mhTWsSb2+iyvDW1Lef5DD7vA==
+"@typescript-eslint/utils@5.18.0", "@typescript-eslint/utils@^5.13.0":
+  version "5.18.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-5.18.0.tgz#27fc84cf95c1a96def0aae31684cb43a37e76855"
+  integrity sha512-+hFGWUMMri7OFY26TsOlGa+zgjEy1ssEipxpLjtl4wSll8zy85x0GrUSju/FHdKfVorZPYJLkF3I4XPtnCTewA==
   dependencies:
     "@types/json-schema" "^7.0.9"
-    "@typescript-eslint/scope-manager" "5.17.0"
-    "@typescript-eslint/types" "5.17.0"
-    "@typescript-eslint/typescript-estree" "5.17.0"
+    "@typescript-eslint/scope-manager" "5.18.0"
+    "@typescript-eslint/types" "5.18.0"
+    "@typescript-eslint/typescript-estree" "5.18.0"
     eslint-scope "^5.1.1"
     eslint-utils "^3.0.0"
 
-"@typescript-eslint/visitor-keys@5.17.0":
-  version "5.17.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-5.17.0.tgz#52daae45c61b0211b4c81b53a71841911e479128"
-  integrity sha512-6K/zlc4OfCagUu7Am/BD5k8PSWQOgh34Nrv9Rxe2tBzlJ7uOeJ/h7ugCGDCeEZHT6k2CJBhbk9IsbkPI0uvUkA==
+"@typescript-eslint/visitor-keys@5.18.0":
+  version "5.18.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-5.18.0.tgz#c7c07709823804171d569017f3b031ced7253e60"
+  integrity sha512-Hf+t+dJsjAKpKSkg3EHvbtEpFFb/1CiOHnvI8bjHgOD4/wAw3gKrA0i94LrbekypiZVanJu3McWJg7rWDMzRTg==
   dependencies:
-    "@typescript-eslint/types" "5.17.0"
+    "@typescript-eslint/types" "5.18.0"
     eslint-visitor-keys "^3.0.0"
 
 "@webassemblyjs/ast@1.11.1":
@@ -4717,9 +4722,9 @@ ajv@^8.0.0, ajv@^8.6.0, ajv@^8.8.0:
     uri-js "^4.2.2"
 
 algoliasearch-helper@^3.7.0:
-  version "3.7.4"
-  resolved "https://registry.yarnpkg.com/algoliasearch-helper/-/algoliasearch-helper-3.7.4.tgz#3812ea161da52463ec88da52612c9a363c1b181d"
-  integrity sha512-KmJrsHVm5TmxZ9Oj53XdXuM4CQeu7eVFnB15tpSFt+7is1d1yVCv3hxCLMqYSw/rH42ccv013miQpRr268P8vw==
+  version "3.8.1"
+  resolved "https://registry.yarnpkg.com/algoliasearch-helper/-/algoliasearch-helper-3.8.1.tgz#65e1acb7e301309b3c71e587b28a5a6e6619f3fd"
+  integrity sha512-IGK67xeut0wYRXQw+MlSDYmYK/6e+/a++HVf9MgSWYtPd6QIHWiOKpgMYRJMNF/zMjx0FPA16D/AypgWxSVBnQ==
   dependencies:
     "@algolia/events" "^4.0.1"
 
@@ -4961,7 +4966,7 @@ array-flatten@1.1.1:
   resolved "https://registry.yarnpkg.com/array-flatten/-/array-flatten-1.1.1.tgz#9a5f699051b1e7073328f2a008968b64ea2955d2"
   integrity sha1-ml9pkFGx5wczKPKgCJaLZOopVdI=
 
-array-flatten@^2.1.0:
+array-flatten@^2.1.2:
   version "2.1.2"
   resolved "https://registry.yarnpkg.com/array-flatten/-/array-flatten-2.1.2.tgz#24ef80a28c1a893617e2149b0c6d0d788293b099"
   integrity sha512-hNfzcOV8W4NdualtqBFPyVO+54DSJuZGY9qT4pRroB6S9e3iiido2ISIC5h9R2sPJ8H3FHCIiEnsv1lPXO3KtQ==
@@ -5575,17 +5580,15 @@ body-parser@1.19.2:
     raw-body "2.4.3"
     type-is "~1.6.18"
 
-bonjour@^3.5.0:
-  version "3.5.0"
-  resolved "https://registry.yarnpkg.com/bonjour/-/bonjour-3.5.0.tgz#8e890a183d8ee9a2393b3844c691a42bcf7bc9f5"
-  integrity sha1-jokKGD2O6aI5OzhExpGkK897yfU=
+bonjour-service@^1.0.11:
+  version "1.0.11"
+  resolved "https://registry.yarnpkg.com/bonjour-service/-/bonjour-service-1.0.11.tgz#5418e5c1ac91c89a406f853a942e7892829c0d89"
+  integrity sha512-drMprzr2rDTCtgEE3VgdA9uUFaUHF+jXduwYSThHJnKMYM+FhI9Z3ph+TX3xy0LtgYHae6CHYPJ/2UnK8nQHcA==
   dependencies:
-    array-flatten "^2.1.0"
-    deep-equal "^1.0.1"
+    array-flatten "^2.1.2"
     dns-equal "^1.0.0"
-    dns-txt "^2.0.2"
-    multicast-dns "^6.0.1"
-    multicast-dns-service-types "^1.1.0"
+    fast-deep-equal "^3.1.3"
+    multicast-dns "^7.2.4"
 
 boolbase@^1.0.0, boolbase@~1.0.0:
   version "1.0.0"
@@ -5752,11 +5755,6 @@ buffer-from@^1.0.0:
   resolved "https://registry.yarnpkg.com/buffer-from/-/buffer-from-1.1.2.tgz#2b146a6fd72e80b4f55d255f35ed59a3a9a41bd5"
   integrity sha512-E+XQCRwSbaaiChtv6k6Dwgc+bx+Bs6vuKJHHl5kox/BaKbhiXzqQOwK4cO22yElGp2OCmjwVhT3HmxgyPGnJfQ==
 
-buffer-indexof@^1.0.0:
-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/buffer-indexof/-/buffer-indexof-1.1.1.tgz#52fabcc6a606d1a00302802648ef68f639da268c"
-  integrity sha512-4/rOEg86jivtPTeOUUT61jJO1Ya1TrR/OkqCSZDyq84WJh3LuuiphBYJN+fm5xufIk4XAFcEwte/8WzC8If/1g==
-
 buffer-xor@^1.0.3:
   version "1.0.3"
   resolved "https://registry.yarnpkg.com/buffer-xor/-/buffer-xor-1.0.3.tgz#26e61ed1422fb70dd42e6e36729ed51d855fe8d9"
@@ -7176,18 +7174,6 @@ dedent@^0.7.0:
   resolved "https://registry.yarnpkg.com/dedent/-/dedent-0.7.0.tgz#2495ddbaf6eb874abb0e1be9df22d2e5a544326c"
   integrity sha1-JJXduvbrh0q7Dhvp3yLS5aVEMmw=
 
-deep-equal@^1.0.1:
-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/deep-equal/-/deep-equal-1.1.1.tgz#b5c98c942ceffaf7cb051e24e1434a25a2e6076a"
-  integrity sha512-yd9c5AdiqVcR+JjcwUQb9DkhJc8ngNr0MahEBGvDiJw8puWab2yZlh+nkasOnZP+EGTAP6rRp2JzJhJZzvNF8g==
-  dependencies:
-    is-arguments "^1.0.4"
-    is-date-object "^1.0.1"
-    is-regex "^1.0.4"
-    object-is "^1.0.1"
-    object-keys "^1.1.1"
-    regexp.prototype.flags "^1.2.0"
-
 deep-extend@^0.6.0:
   version "0.6.0"
   resolved "https://registry.yarnpkg.com/deep-extend/-/deep-extend-0.6.0.tgz#c4fa7c95404a17a9c3e8ca7e1537312b736330ac"
@@ -7408,20 +7394,12 @@ dns-equal@^1.0.0:
   resolved "https://registry.yarnpkg.com/dns-equal/-/dns-equal-1.0.0.tgz#b39e7f1da6eb0a75ba9c17324b34753c47e0654d"
   integrity sha1-s55/HabrCnW6nBcySzR1PEfgZU0=
 
-dns-packet@^1.3.1:
-  version "1.3.4"
-  resolved "https://registry.yarnpkg.com/dns-packet/-/dns-packet-1.3.4.tgz#e3455065824a2507ba886c55a89963bb107dec6f"
-  integrity sha512-BQ6F4vycLXBvdrJZ6S3gZewt6rcrks9KBgM9vrhW+knGRqc8uEdT7fuCwloc7nny5xNoMJ17HGH0R/6fpo8ECA==
+dns-packet@^5.2.2:
+  version "5.3.1"
+  resolved "https://registry.yarnpkg.com/dns-packet/-/dns-packet-5.3.1.tgz#eb94413789daec0f0ebe2fcc230bdc9d7c91b43d"
+  integrity sha512-spBwIj0TK0Ey3666GwIdWVfUpLyubpU53BTCu8iPn4r4oXd9O14Hjg3EHw3ts2oed77/SeckunUYCyRlSngqHw==
   dependencies:
-    ip "^1.1.0"
-    safe-buffer "^5.0.1"
-
-dns-txt@^2.0.2:
-  version "2.0.2"
-  resolved "https://registry.yarnpkg.com/dns-txt/-/dns-txt-2.0.2.tgz#b91d806f5d27188e4ab3e7d107d881a1cc4642b6"
-  integrity sha1-uR2Ab10nGI5Ks+fRB9iBocxGQrY=
-  dependencies:
-    buffer-indexof "^1.0.0"
+    "@leichtgewicht/ip-codec" "^2.0.1"
 
 docsify@^4.12.2:
   version "4.12.2"
@@ -7924,7 +7902,7 @@ eslint-import-resolver-node@^0.3.6:
     debug "^3.2.7"
     resolve "^1.20.0"
 
-eslint-module-utils@^2.7.2:
+eslint-module-utils@^2.7.3:
   version "2.7.3"
   resolved "https://registry.yarnpkg.com/eslint-module-utils/-/eslint-module-utils-2.7.3.tgz#ad7e3a10552fdd0642e1e55292781bd6e34876ee"
   integrity sha512-088JEC7O3lDZM9xGe0RerkOMd0EjFl+Yvd1jPWIkMT5u3H9+HC34mWWPnqPrN13gieT9pBOO+Qt07Nb/6TresQ==
@@ -7941,23 +7919,23 @@ eslint-plugin-flowtype@^8.0.3:
     string-natural-compare "^3.0.1"
 
 eslint-plugin-import@^2.25.3:
-  version "2.25.4"
-  resolved "https://registry.yarnpkg.com/eslint-plugin-import/-/eslint-plugin-import-2.25.4.tgz#322f3f916a4e9e991ac7af32032c25ce313209f1"
-  integrity sha512-/KJBASVFxpu0xg1kIBn9AUa8hQVnszpwgE7Ld0lKAlx7Ie87yzEzCgSkekt+le/YVhiaosO4Y14GDAOc41nfxA==
+  version "2.26.0"
+  resolved "https://registry.yarnpkg.com/eslint-plugin-import/-/eslint-plugin-import-2.26.0.tgz#f812dc47be4f2b72b478a021605a59fc6fe8b88b"
+  integrity sha512-hYfi3FXaM8WPLf4S1cikh/r4IxnO6zrhZbEGz2b660EJRbuxgpDS5gkCuYgGWg2xxh2rBuIr4Pvhve/7c31koA==
   dependencies:
     array-includes "^3.1.4"
     array.prototype.flat "^1.2.5"
     debug "^2.6.9"
     doctrine "^2.1.0"
     eslint-import-resolver-node "^0.3.6"
-    eslint-module-utils "^2.7.2"
+    eslint-module-utils "^2.7.3"
     has "^1.0.3"
-    is-core-module "^2.8.0"
+    is-core-module "^2.8.1"
     is-glob "^4.0.3"
-    minimatch "^3.0.4"
+    minimatch "^3.1.2"
     object.values "^1.1.5"
-    resolve "^1.20.0"
-    tsconfig-paths "^3.12.0"
+    resolve "^1.22.0"
+    tsconfig-paths "^3.14.1"
 
 eslint-plugin-jest@^25.3.0:
   version "25.7.0"
@@ -8010,9 +7988,9 @@ eslint-plugin-react@^7.27.1:
     string.prototype.matchall "^4.0.6"
 
 eslint-plugin-testing-library@^5.0.1:
-  version "5.2.0"
-  resolved "https://registry.yarnpkg.com/eslint-plugin-testing-library/-/eslint-plugin-testing-library-5.2.0.tgz#4e097027345ecc4a2479be12b5a5b9098e7c9c7a"
-  integrity sha512-fYFH8lA1hbc1Epr9laNm/+YIR2d+R7WI8sFz9jIRAUfqCf21Nb5BzZwhNeZlu9wKXwDtuf+hUM5QJxG1PuDsTQ==
+  version "5.2.1"
+  resolved "https://registry.yarnpkg.com/eslint-plugin-testing-library/-/eslint-plugin-testing-library-5.2.1.tgz#3f89cd28ade81329a11584e0bbea129bede01619"
+  integrity sha512-88qJv6uzYALtiYJDzhelP3ov0Px/GLgnu+UekjjDxL2nMyvgdTyboKqcDBsvFPmAeizlCoSWOjeBN4DxO0BxaA==
   dependencies:
     "@typescript-eslint/utils" "^5.13.0"
 
@@ -8263,7 +8241,7 @@ expect@^27.5.1:
     jest-matcher-utils "^27.5.1"
     jest-message-util "^27.5.1"
 
-express@^4.17.1:
+express@^4.17.1, express@^4.17.3:
   version "4.17.3"
   resolved "https://registry.yarnpkg.com/express/-/express-4.17.3.tgz#f6c7302194a4fb54271b73a1fe7a06478c8f85a1"
   integrity sha512-yuSQpz5I+Ch7gFrPCk4/c+dIBKlQUxtgwqzph132bsT6qhuzss6I8cLJQz7B3rFblzd6wtcI0ZbGltH/C4LjUg==
@@ -9053,9 +9031,9 @@ got@^9.6.0:
     url-parse-lax "^3.0.0"
 
 graceful-fs@^4.1.11, graceful-fs@^4.1.15, graceful-fs@^4.1.2, graceful-fs@^4.1.6, graceful-fs@^4.1.9, graceful-fs@^4.2.0, graceful-fs@^4.2.4, graceful-fs@^4.2.6, graceful-fs@^4.2.9:
-  version "4.2.9"
-  resolved "https://registry.yarnpkg.com/graceful-fs/-/graceful-fs-4.2.9.tgz#041b05df45755e587a24942279b9d113146e1c96"
-  integrity sha512-NtNxqUcXgpW2iMrfqSfR73Glt39K+BLwWsPs94yR63v45T0Wbej7eRmL5cWfwEgqXnmjQp3zaJTshdRW/qC2ZQ==
+  version "4.2.10"
+  resolved "https://registry.yarnpkg.com/graceful-fs/-/graceful-fs-4.2.10.tgz#147d3a006da4ca3ce14728c7aefc287c367d7a6c"
+  integrity sha512-9ByhssR2fPVsNZj478qUUbKfmL0+t5BDVyjShtyZZLiK7ZDAArFFfopyOTj0M05wE2tJPisA4iTnnXl2YoPvOA==
 
 gray-matter@^4.0.3:
   version "4.0.3"
@@ -9520,7 +9498,7 @@ http-proxy-agent@^4.0.1:
     agent-base "6"
     debug "4"
 
-http-proxy-middleware@^2.0.0:
+http-proxy-middleware@^2.0.3:
   version "2.0.4"
   resolved "https://registry.yarnpkg.com/http-proxy-middleware/-/http-proxy-middleware-2.0.4.tgz#03af0f4676d172ae775cb5c33f592f40e1a4e07a"
   integrity sha512-m/4FxX17SUvz4lJ5WPXOHDUuCwIqXLfLHs1s0uZ3oYjhoXlx9csYxaOa0ElDEJ+h8Q4iJ1s+lTMbiCa4EXIJqg==
@@ -9738,7 +9716,7 @@ invariant@^2.2.2, invariant@^2.2.4:
   dependencies:
     loose-envify "^1.0.0"
 
-ip@^1.1.0, ip@^1.1.5:
+ip@^1.1.5:
   version "1.1.5"
   resolved "https://registry.yarnpkg.com/ip/-/ip-1.1.5.tgz#bdded70114290828c0a039e72ef25f5aaec4354a"
   integrity sha1-vd7XARQpCCjAoDnnLvJfWq7ENUo=
@@ -9785,7 +9763,7 @@ is-alphanumerical@^1.0.0:
     is-alphabetical "^1.0.0"
     is-decimal "^1.0.0"
 
-is-arguments@^1.0.4, is-arguments@^1.1.0:
+is-arguments@^1.1.0:
   version "1.1.1"
   resolved "https://registry.yarnpkg.com/is-arguments/-/is-arguments-1.1.1.tgz#15b3f88fda01f2a97fec84ca761a560f123efa9b"
   integrity sha512-8Q7EARjzEnKpt/PCD7e1cgUS0a6X8u5tdSiMqXhojOdoV9TsMsiO+9VLC5vAmO8N7/GmXn7yjR8qnA6bVAEzfA==
@@ -9849,7 +9827,7 @@ is-ci@^2.0.0:
   dependencies:
     ci-info "^2.0.0"
 
-is-core-module@^2.2.0, is-core-module@^2.8.0, is-core-module@^2.8.1:
+is-core-module@^2.2.0, is-core-module@^2.8.1:
   version "2.8.1"
   resolved "https://registry.yarnpkg.com/is-core-module/-/is-core-module-2.8.1.tgz#f59fdfca701d5879d0a6b100a40aa1560ce27211"
   integrity sha512-SdNCUs284hr40hFTFP6l0IfZ/RSrMXF3qgoRHd3/79unUTvrFO/JoXwkGm+5J/Oe3E/b5GsnG330uUNgRpu1PA==
@@ -10063,7 +10041,7 @@ is-potential-custom-element-name@^1.0.1:
   resolved "https://registry.yarnpkg.com/is-potential-custom-element-name/-/is-potential-custom-element-name-1.0.1.tgz#171ed6f19e3ac554394edf78caa05784a45bebb5"
   integrity sha512-bCYeRA2rVibKZd+s2625gGnGF/t7DSqDs4dP7CrLA1m7jKWz6pps0LpYLJN8Q64HtmPKJ1hrN3nzPNKFEKOUiQ==
 
-is-regex@^1.0.4, is-regex@^1.1.2, is-regex@^1.1.4:
+is-regex@^1.1.2, is-regex@^1.1.4:
   version "1.1.4"
   resolved "https://registry.yarnpkg.com/is-regex/-/is-regex-1.1.4.tgz#eef5663cd59fa4c0ae339505323df6854bb15958"
   integrity sha512-kvRdxDsxZjhzUX07ZnLydzS1TU/TJlTUHHY4YLL87e37oUA49DfkLqgy+VjFocowy29cKvcSiu+kIv728jTTVg==
@@ -11755,17 +11733,12 @@ ms@2.1.3, ms@^2.1.1:
   resolved "https://registry.yarnpkg.com/ms/-/ms-2.1.3.tgz#574c8138ce1d2b5861f0b44579dbadd60c6615b2"
   integrity sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA==
 
-multicast-dns-service-types@^1.1.0:
-  version "1.1.0"
-  resolved "https://registry.yarnpkg.com/multicast-dns-service-types/-/multicast-dns-service-types-1.1.0.tgz#899f11d9686e5e05cb91b35d5f0e63b773cfc901"
-  integrity sha1-iZ8R2WhuXgXLkbNdXw5jt3PPyQE=
-
-multicast-dns@^6.0.1:
-  version "6.2.3"
-  resolved "https://registry.yarnpkg.com/multicast-dns/-/multicast-dns-6.2.3.tgz#a0ec7bd9055c4282f790c3c82f4e28db3b31b229"
-  integrity sha512-ji6J5enbMyGRHIAkAOu3WdV8nggqviKCEKtXcOqfphZZtQrmHKycfynJ2V7eVPUA4NhJ6V7Wf4TmGbTwKE9B6g==
+multicast-dns@^7.2.4:
+  version "7.2.4"
+  resolved "https://registry.yarnpkg.com/multicast-dns/-/multicast-dns-7.2.4.tgz#cf0b115c31e922aeb20b64e6556cbeb34cf0dd19"
+  integrity sha512-XkCYOU+rr2Ft3LI6w4ye51M3VK31qJXFIxu0XLw169PtKG0Zx47OrXeVW/GCYOfpC9s1yyyf1S+L8/4LY0J9Zw==
   dependencies:
-    dns-packet "^1.3.1"
+    dns-packet "^5.2.2"
     thunky "^1.0.2"
 
 nan@^2.12.1:
@@ -12007,14 +11980,6 @@ object-inspect@^1.12.0, object-inspect@^1.9.0:
   resolved "https://registry.yarnpkg.com/object-inspect/-/object-inspect-1.12.0.tgz#6e2c120e868fd1fd18cb4f18c31741d0d6e776f0"
   integrity sha512-Ho2z80bVIvJloH+YzRmpZVQe87+qASmBUKZDWgx9cu+KDrX2ZDH/3tMy+gXbZETVGs2M8YdxObOh7XAtim9Y0g==
 
-object-is@^1.0.1:
-  version "1.1.5"
-  resolved "https://registry.yarnpkg.com/object-is/-/object-is-1.1.5.tgz#b9deeaa5fc7f1846a0faecdceec138e5778f53ac"
-  integrity sha512-3cyDsyHgtmi7I7DfSSI2LDp6SK2lwvtbg0p0R1e0RvTqF5ceGx+K2dfSjm1bKDMVCFEDAQvy+o8c6a7VujOddw==
-  dependencies:
-    call-bind "^1.0.2"
-    define-properties "^1.1.3"
-
 object-keys@^1.0.12, object-keys@^1.1.1:
   version "1.1.1"
   resolved "https://registry.yarnpkg.com/object-keys/-/object-keys-1.1.1.tgz#1c47f272df277f3b1daf061677d9c82e2322c60e"
@@ -12697,9 +12662,9 @@ postcss-custom-media@^8.0.0:
   integrity sha512-FvO2GzMUaTN0t1fBULDeIvxr5IvbDXcIatt6pnJghc736nqNgsGao5NT+5+WVLAQiTt6Cb3YUms0jiPaXhL//g==
 
 postcss-custom-properties@^12.1.5:
-  version "12.1.5"
-  resolved "https://registry.yarnpkg.com/postcss-custom-properties/-/postcss-custom-properties-12.1.5.tgz#e669cfff89b0ea6fc85c45864a32b450cb6b196f"
-  integrity sha512-FHbbB/hRo/7cxLGkc2NS7cDRIDN1oFqQnUKBiyh4b/gwk8DD8udvmRDpUhEK836kB8ggUCieHVOvZDnF9XhI3g==
+  version "12.1.6"
+  resolved "https://registry.yarnpkg.com/postcss-custom-properties/-/postcss-custom-properties-12.1.6.tgz#345b5b64c9520bb66390393646e8d5fbb7f10b58"
+  integrity sha512-QEnQkDkb+J+j2bfJisJJpTAFL+lUFl66rUNvnjPBIvRbZACLG4Eu5bmBCIY4FJCqhwsfbBpmJUyb3FcR/31lAg==
   dependencies:
     postcss-value-parser "^4.2.0"
 
@@ -13727,9 +13692,9 @@ rc-menu@~9.3.2:
     shallowequal "^1.1.0"
 
 rc-motion@^2.0.0, rc-motion@^2.0.1, rc-motion@^2.2.0, rc-motion@^2.3.0, rc-motion@^2.3.4, rc-motion@^2.4.3, rc-motion@^2.4.4:
-  version "2.4.6"
-  resolved "https://registry.yarnpkg.com/rc-motion/-/rc-motion-2.4.6.tgz#b9e07391927fb7bc14e62dcd839146958db6b2ef"
-  integrity sha512-nXIHve2EDQZ8BFHfgJI3HYMMOZ7HGsolCfA9ozP99/gc1UqpgKys1TYrQWdXa2trff0V3JLhgn2zz+w9VsyktA==
+  version "2.4.7"
+  resolved "https://registry.yarnpkg.com/rc-motion/-/rc-motion-2.4.7.tgz#74f0d9dd16bbeb6cb5a905777ce9d492bb95cb77"
+  integrity sha512-GmC8dYoxCWrGb2pf0JLok97AGdrOFwaCQIJY1xyhnoOYVZuysU419ITu6OCBcjp3SpeogHK80HA6DIwY1cBblg==
   dependencies:
     "@babel/runtime" "^7.11.1"
     classnames "^2.2.1"
@@ -14453,7 +14418,7 @@ regex-parser@^2.2.11:
   resolved "https://registry.yarnpkg.com/regex-parser/-/regex-parser-2.2.11.tgz#3b37ec9049e19479806e878cabe7c1ca83ccfe58"
   integrity sha512-jbD/FT0+9MBU2XAZluI7w2OBs1RBi6p9M83nkoZayQXXU9e8Robt69FcZc7wU4eJD/YFTjn1JdCk3rbMJajz8Q==
 
-regexp.prototype.flags@^1.2.0, regexp.prototype.flags@^1.4.1:
+regexp.prototype.flags@^1.4.1:
   version "1.4.1"
   resolved "https://registry.yarnpkg.com/regexp.prototype.flags/-/regexp.prototype.flags-1.4.1.tgz#b3f4c0059af9e47eca9f3f660e51d81307e72307"
   integrity sha512-pMR7hBVUUGI7PMA37m2ofIdQCsomVnas+Jn5UPGAHQ+/LlwKm/aTLJHdasmHRzlfeZwHiAOaRSo2rbBDm3nNUQ==
@@ -14989,7 +14954,7 @@ select-hose@^2.0.0:
   resolved "https://registry.yarnpkg.com/select-hose/-/select-hose-2.0.0.tgz#625d8658f865af43ec962bfc376a37359a4994ca"
   integrity sha1-Yl2GWPhlr0Psliv8N2o3NZpJlMo=
 
-selfsigned@^2.0.0:
+selfsigned@^2.0.1:
   version "2.0.1"
   resolved "https://registry.yarnpkg.com/selfsigned/-/selfsigned-2.0.1.tgz#8b2df7fa56bf014d19b6007655fff209c0ef0a56"
   integrity sha512-LmME957M1zOsUhG+67rAjKfiWFox3SBxE/yymatMZsAx+oMrJ0YQ8AToOnyCm7xbeg2ep37IHLxdu0o2MavQOQ==
@@ -15696,7 +15661,7 @@ strip-ansi@^6.0.0, strip-ansi@^6.0.1:
   dependencies:
     ansi-regex "^5.0.1"
 
-strip-ansi@^7.0.0, strip-ansi@^7.0.1:
+strip-ansi@^7.0.1:
   version "7.0.1"
   resolved "https://registry.yarnpkg.com/strip-ansi/-/strip-ansi-7.0.1.tgz#61740a08ce36b61e50e65653f07060d000975fb2"
   integrity sha512-cXNxvT8dFNRVfhVME3JAe98mkXDYN2O1l7jmcwMnOslDeESg1rF/OZMtK0nRAhiari1unG5cD4jG3rapUAkLbw==
@@ -16262,7 +16227,7 @@ tsconfig-paths-webpack-plugin@^3.5.2:
     enhanced-resolve "^5.7.0"
     tsconfig-paths "^3.9.0"
 
-tsconfig-paths@^3.12.0, tsconfig-paths@^3.9.0:
+tsconfig-paths@^3.14.1, tsconfig-paths@^3.9.0:
   version "3.14.1"
   resolved "https://registry.yarnpkg.com/tsconfig-paths/-/tsconfig-paths-3.14.1.tgz#ba0734599e8ea36c862798e920bcf163277b137a"
   integrity sha512-fxDhWnFSLt3VuTwtvJt5fpwxBHg5AdKWMsgcPOOIilyjymcYVZoCQF8fvFRezCNfblEXmi+PcM1eYHeOAgXCOQ==
@@ -17321,38 +17286,37 @@ webpack-dev-middleware@^5.3.1:
     schema-utils "^4.0.0"
 
 webpack-dev-server@^4.6.0, webpack-dev-server@^4.7.4:
-  version "4.7.4"
-  resolved "https://registry.yarnpkg.com/webpack-dev-server/-/webpack-dev-server-4.7.4.tgz#d0ef7da78224578384e795ac228d8efb63d5f945"
-  integrity sha512-nfdsb02Zi2qzkNmgtZjkrMOcXnYZ6FLKcQwpxT7MvmHKc+oTtDsBju8j+NMyAygZ9GW1jMEUpy3itHtqgEhe1A==
+  version "4.8.0"
+  resolved "https://registry.yarnpkg.com/webpack-dev-server/-/webpack-dev-server-4.8.0.tgz#022bb845946e31ca01527509a942869ecfc7e047"
+  integrity sha512-yZ7OWVP1nOtv8s10R/ZCsH6zf6QKkNusMRBE9DsQbOknRzKaFYYrbwVPCXp8ynUOTt3RlD9szM8H0pUlrJ6wcw==
   dependencies:
     "@types/bonjour" "^3.5.9"
     "@types/connect-history-api-fallback" "^1.3.5"
     "@types/express" "^4.17.13"
     "@types/serve-index" "^1.9.1"
     "@types/sockjs" "^0.3.33"
-    "@types/ws" "^8.2.2"
+    "@types/ws" "^8.5.1"
     ansi-html-community "^0.0.8"
-    bonjour "^3.5.0"
+    bonjour-service "^1.0.11"
     chokidar "^3.5.3"
     colorette "^2.0.10"
     compression "^1.7.4"
     connect-history-api-fallback "^1.6.0"
     default-gateway "^6.0.3"
-    del "^6.0.0"
-    express "^4.17.1"
+    express "^4.17.3"
     graceful-fs "^4.2.6"
     html-entities "^2.3.2"
-    http-proxy-middleware "^2.0.0"
+    http-proxy-middleware "^2.0.3"
     ipaddr.js "^2.0.1"
     open "^8.0.9"
     p-retry "^4.5.0"
     portfinder "^1.0.28"
+    rimraf "^3.0.2"
     schema-utils "^4.0.0"
-    selfsigned "^2.0.0"
+    selfsigned "^2.0.1"
     serve-index "^1.9.1"
     sockjs "^0.3.21"
     spdy "^4.0.2"
-    strip-ansi "^7.0.0"
     webpack-dev-middleware "^5.3.1"
     ws "^8.4.2"