From cd231cb9175e8aa5f71caf04adc891d5315c9e44 Mon Sep 17 00:00:00 2001 From: Quinn Dougherty Date: Thu, 31 Mar 2022 16:44:52 -0400 Subject: [PATCH 01/20] added 'add' over EvDist, EvDist --- packages/squiggle-lang/bsconfig.json | 2 +- .../ReducerInterface_ExpressionValue.res | 3 +++ .../ReducerInterface_ExternalLibrary.res | 24 ++++++++++++++++++- 3 files changed, 27 insertions(+), 2 deletions(-) diff --git a/packages/squiggle-lang/bsconfig.json b/packages/squiggle-lang/bsconfig.json index 64f5ffc1..4af37cb2 100644 --- a/packages/squiggle-lang/bsconfig.json +++ b/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": [] } diff --git a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExpressionValue.res b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExpressionValue.res index 8c94d752..2ad3a402 100644 --- a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExpressionValue.res +++ b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExpressionValue.res @@ -12,6 +12,7 @@ type rec expressionValue = | EvSymbol(string) | EvArray(array) | EvRecord(Js.Dict.t) + | EvDist(GenericDist_Types.genericDist) type functionCall = (string, array) @@ -35,6 +36,7 @@ let rec toString = aValue => ->Js.String.concatMany("") `{${pairs}}` } + // | Dist() => } let toStringWithType = aValue => @@ -45,6 +47,7 @@ let toStringWithType = aValue => | EvSymbol(_) => `Symbol::${toString(aValue)}` | EvArray(_) => `Array::${toString(aValue)}` | EvRecord(_) => `Record::${toString(aValue)}` + // | Dist(_) => } let argsToString = (args: array): string => { diff --git a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExternalLibrary.res b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExternalLibrary.res index 4f726650..608c9792 100644 --- a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExternalLibrary.res +++ b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExternalLibrary.res @@ -13,10 +13,32 @@ module Sample = { /* Map external calls of Reducer */ +let env: GenericDist_GenericOperation.env = { + sampleCount: 100, + xyPointLength: 100, +} + let dispatch = (call: ExpressionValue.functionCall, chain): result => switch call { | ("add", [EvNumber(a), EvNumber(b)]) => Sample.customAdd(a, b)->EvNumber->Ok - + | ("add", [EvDist(a), EvDist(b)]) => { + let x = GenericDist_GenericOperation.Output.toDistR( + GenericDist_GenericOperation.run(~env, FromDist(ToDistCombination(Algebraic, #Add, #Dist(b)), a)) + ) + switch x { + | Ok(thing) => Ok(EvDist(thing)) + | Error(err) => Error(Reducer_ErrorValue.RETodo("")) // TODO: + } + } + | ("add", [EvNumber(a), EvDist(b)]) => { + let x = GenericDist_GenericOperation.Output.toDistR( + GenericDist_GenericOperation.run(~env, FromDist(ToDistCombination(Algebraic, #Add, #Dist(b)), a)) + ) + switch x { + | Ok(thing) => Ok(EvDist(thing)) + | Error(err) => Error(Reducer_ErrorValue.RETodo("")) // TODO: + } + } | call => chain(call) /* From 5ece2994ba612a9969834e964c9a023a8b8d1690 Mon Sep 17 00:00:00 2001 From: Ozzie Gooen Date: Thu, 31 Mar 2022 19:58:08 -0400 Subject: [PATCH 02/20] Full attempt at getting genericDist into Reducer External Lib --- .../GenericDist_GenericOperation.res | 12 ++ .../GenericDist_GenericOperation.resi | 2 + .../ReducerInterface_ExpressionValue.res | 4 +- .../ReducerInterface_ExternalLibrary.res | 147 ++++++++++++++---- 4 files changed, 135 insertions(+), 30 deletions(-) diff --git a/packages/squiggle-lang/src/rescript/GenericDist/GenericDist_GenericOperation.res b/packages/squiggle-lang/src/rescript/GenericDist/GenericDist_GenericOperation.res index 67db34e1..351389ae 100644 --- a/packages/squiggle-lang/src/rescript/GenericDist/GenericDist_GenericOperation.res +++ b/packages/squiggle-lang/src/rescript/GenericDist/GenericDist_GenericOperation.res @@ -48,12 +48,24 @@ module OutputLocal = { | _ => None } + let toFloatR = (t: t): result => + 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 => + switch t { + | String(r) => Ok(r) + | e => Error(toErrorOrUnreachable(e)) + } + //This is used to catch errors in other switch statements. let fromResult = (r: result): outputType => switch r { diff --git a/packages/squiggle-lang/src/rescript/GenericDist/GenericDist_GenericOperation.resi b/packages/squiggle-lang/src/rescript/GenericDist/GenericDist_GenericOperation.resi index abbd713e..3c3e132a 100644 --- a/packages/squiggle-lang/src/rescript/GenericDist/GenericDist_GenericOperation.resi +++ b/packages/squiggle-lang/src/rescript/GenericDist/GenericDist_GenericOperation.resi @@ -26,7 +26,9 @@ module Output: { let toDist: t => option let toDistR: t => result let toFloat: t => option + let toFloatR: t => result let toString: t => option + let toStringR: t => result let toError: t => option let fmap: (~env: env, t, GenericDist_Types.Operation.singleParamaterFunction) => t } diff --git a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExpressionValue.res b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExpressionValue.res index 2ad3a402..633e6a3c 100644 --- a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExpressionValue.res +++ b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExpressionValue.res @@ -36,7 +36,7 @@ let rec toString = aValue => ->Js.String.concatMany("") `{${pairs}}` } - // | Dist() => + | EvDist(dist) => `${GenericDist.toString(dist)}` } let toStringWithType = aValue => @@ -47,7 +47,7 @@ let toStringWithType = aValue => | EvSymbol(_) => `Symbol::${toString(aValue)}` | EvArray(_) => `Array::${toString(aValue)}` | EvRecord(_) => `Record::${toString(aValue)}` - // | Dist(_) => + | EvDist(_) => `Distribution::${toString(aValue)}` } let argsToString = (args: array): string => { diff --git a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExternalLibrary.res b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExternalLibrary.res index 608c9792..d4586978 100644 --- a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExternalLibrary.res +++ b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExternalLibrary.res @@ -10,38 +10,130 @@ module Sample = { let customAdd = (a: float, b: float): float => {a +. b} } +module Dist = { + let env: GenericDist_GenericOperation.env = { + sampleCount: 1000, + xyPointLength: 1000, + } + + let {toDistR, toFloatR} = module(GenericDist_GenericOperation.Output) + let runGenericOperation = GenericDist_GenericOperation.run(~env) + + let genericDistReturnToEvReturn = x => + switch x { + | Ok(thing) => Ok(ReducerInterface_ExpressionValue.EvDist(thing)) + | Error(err) => Error(Reducer_ErrorValue.RETodo("")) // TODO: + } + + let numberReturnToEvReturn = x => + switch x { + | Ok(n) => Ok(ReducerInterface_ExpressionValue.EvNumber(n)) + | Error(err) => Error(Reducer_ErrorValue.RETodo("")) // TODO: + } + + let arithmeticMap = r => + switch r { + | "add" => #Add + | "dotAdd" => #Add + | "subtract" => #Subtract + | "dotSubtract" => #Subtract + | "divide" => #Divide + | "logarithm" => #Divide + | "dotDivide" => #Divide + | "exponentiate" => #Exponentiate + | "dotExponentiate" => #Exponentiate + | "multiply" => #Multiply + | "dotMultiply" => #Multiply + | "dotLogarithm" => #Divide + | _ => #Multiply + } + + let catchAndConvertTwoArgsToDists = (args: array): option<( + GenericDist_Types.genericDist, + GenericDist_Types.genericDist, + )> => { + switch args { + | [EvDist(a), EvDist(b)] => Some((a, b)) + | [EvNumber(a), EvDist(b)] => Some((GenericDist.fromFloat(a), b)) + | [EvDist(a), EvNumber(b)] => Some((a, GenericDist.fromFloat(b))) + | _ => None + } + } + + let toFloatFn = (fnCall: GenericDist_Types.Operation.toFloat, dist) => { + FromDist(GenericDist_Types.Operation.ToFloat(fnCall), dist) + ->runGenericOperation + ->toFloatR + ->numberReturnToEvReturn + ->Some + } + + let toDistFn = (fnCall: GenericDist_Types.Operation.toDist, dist) => { + FromDist(GenericDist_Types.Operation.ToDist(fnCall), dist) + ->runGenericOperation + ->toDistR + ->genericDistReturnToEvReturn + ->Some + } + + let twoDiststoDistFn = (direction, arithmetic, dist1, dist2) => { + FromDist( + GenericDist_Types.Operation.ToDistCombination( + direction, + arithmeticMap(arithmetic), + #Dist(dist2), + ), + dist1, + ) + ->runGenericOperation + ->toDistR + ->genericDistReturnToEvReturn + } + + let dispatch = (call: ExpressionValue.functionCall): option> => { + let (fnName, args) = call + switch (fnName, args) { + | ("cdf", [EvDist(dist), EvNumber(float)]) => toFloatFn(#Cdf(float), dist) + | ("pdf", [EvDist(dist), EvNumber(float)]) => toFloatFn(#Pdf(float), dist) + | ("inv", [EvDist(dist), EvNumber(float)]) => toFloatFn(#Inv(float), dist) + | ("mean", [EvDist(dist)]) => toFloatFn(#Mean, dist) + | ("normalize", [EvDist(dist)]) => toDistFn(Normalize, dist) + | ("toPointSet", [EvDist(dist)]) => toDistFn(ToPointSet, dist) + | ("toSampleSet", [EvDist(dist), EvNumber(float)]) => + toDistFn(ToSampleSet(Belt.Int.fromFloat(float)), dist) + | ("truncateLeft", [EvDist(dist), EvNumber(float)]) => + toDistFn(Truncate(Some(float), None), dist) + | ("truncateRight", [EvDist(dist), EvNumber(float)]) => + toDistFn(Truncate(None, Some(float)), dist) + | ("truncate", [EvDist(dist), EvNumber(float1), EvNumber(float2)]) => + toDistFn(Truncate(Some(float1), Some(float2)), dist) + | ("sample", [EvDist(dist)]) => toFloatFn(#Sample, dist) + | ( + ("add" | "multiply" | "subtract" | "divide" | "exponentiate") as arithmetic, + [a, b] as args, + ) => + catchAndConvertTwoArgsToDists(args) |> E.O.fmap(((fst, snd)) => + twoDiststoDistFn(Algebraic, arithmetic, fst, snd) + ) + | ( + ("dotAdd" | "dotSubtract" | "dotDivide" | "dotExponentiate" | "dotMultiply") as arithmetic, + [a, b] as args, + ) => + catchAndConvertTwoArgsToDists(args) |> E.O.fmap(((fst, snd)) => + twoDiststoDistFn(Pointwise, arithmetic, fst, snd) + ) + | _ => None + } + } +} + /* Map external calls of Reducer */ -let env: GenericDist_GenericOperation.env = { - sampleCount: 100, - xyPointLength: 100, -} let dispatch = (call: ExpressionValue.functionCall, chain): result => - switch call { - | ("add", [EvNumber(a), EvNumber(b)]) => Sample.customAdd(a, b)->EvNumber->Ok - | ("add", [EvDist(a), EvDist(b)]) => { - let x = GenericDist_GenericOperation.Output.toDistR( - GenericDist_GenericOperation.run(~env, FromDist(ToDistCombination(Algebraic, #Add, #Dist(b)), a)) - ) - switch x { - | Ok(thing) => Ok(EvDist(thing)) - | Error(err) => Error(Reducer_ErrorValue.RETodo("")) // TODO: - } - } - | ("add", [EvNumber(a), EvDist(b)]) => { - let x = GenericDist_GenericOperation.Output.toDistR( - GenericDist_GenericOperation.run(~env, FromDist(ToDistCombination(Algebraic, #Add, #Dist(b)), a)) - ) - switch x { - | Ok(thing) => Ok(EvDist(thing)) - | Error(err) => Error(Reducer_ErrorValue.RETodo("")) // TODO: - } - } - | call => chain(call) - - /* + Dist.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. @@ -57,4 +149,3 @@ 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. */ - } From 47a574ba8aaa3ebe10106161df41515c69f50d29 Mon Sep 17 00:00:00 2001 From: Ozzie Gooen Date: Thu, 31 Mar 2022 20:24:59 -0400 Subject: [PATCH 03/20] Added GenericDistribution Reducer Interface --- .../ReducerInterface_ExternalLibrary.res | 119 +----------------- .../ReducerInterface_GenericDistribution.res | 113 +++++++++++++++++ .../ReducerInterface_GenericDistribution.resi | 3 + .../squiggle-lang/src/rescript/utility/E.res | 1 + 4 files changed, 118 insertions(+), 118 deletions(-) create mode 100644 packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res create mode 100644 packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.resi diff --git a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExternalLibrary.res b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExternalLibrary.res index d4586978..063fd472 100644 --- a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExternalLibrary.res +++ b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExternalLibrary.res @@ -10,129 +10,12 @@ module Sample = { let customAdd = (a: float, b: float): float => {a +. b} } -module Dist = { - let env: GenericDist_GenericOperation.env = { - sampleCount: 1000, - xyPointLength: 1000, - } - - let {toDistR, toFloatR} = module(GenericDist_GenericOperation.Output) - let runGenericOperation = GenericDist_GenericOperation.run(~env) - - let genericDistReturnToEvReturn = x => - switch x { - | Ok(thing) => Ok(ReducerInterface_ExpressionValue.EvDist(thing)) - | Error(err) => Error(Reducer_ErrorValue.RETodo("")) // TODO: - } - - let numberReturnToEvReturn = x => - switch x { - | Ok(n) => Ok(ReducerInterface_ExpressionValue.EvNumber(n)) - | Error(err) => Error(Reducer_ErrorValue.RETodo("")) // TODO: - } - - let arithmeticMap = r => - switch r { - | "add" => #Add - | "dotAdd" => #Add - | "subtract" => #Subtract - | "dotSubtract" => #Subtract - | "divide" => #Divide - | "logarithm" => #Divide - | "dotDivide" => #Divide - | "exponentiate" => #Exponentiate - | "dotExponentiate" => #Exponentiate - | "multiply" => #Multiply - | "dotMultiply" => #Multiply - | "dotLogarithm" => #Divide - | _ => #Multiply - } - - let catchAndConvertTwoArgsToDists = (args: array): option<( - GenericDist_Types.genericDist, - GenericDist_Types.genericDist, - )> => { - switch args { - | [EvDist(a), EvDist(b)] => Some((a, b)) - | [EvNumber(a), EvDist(b)] => Some((GenericDist.fromFloat(a), b)) - | [EvDist(a), EvNumber(b)] => Some((a, GenericDist.fromFloat(b))) - | _ => None - } - } - - let toFloatFn = (fnCall: GenericDist_Types.Operation.toFloat, dist) => { - FromDist(GenericDist_Types.Operation.ToFloat(fnCall), dist) - ->runGenericOperation - ->toFloatR - ->numberReturnToEvReturn - ->Some - } - - let toDistFn = (fnCall: GenericDist_Types.Operation.toDist, dist) => { - FromDist(GenericDist_Types.Operation.ToDist(fnCall), dist) - ->runGenericOperation - ->toDistR - ->genericDistReturnToEvReturn - ->Some - } - - let twoDiststoDistFn = (direction, arithmetic, dist1, dist2) => { - FromDist( - GenericDist_Types.Operation.ToDistCombination( - direction, - arithmeticMap(arithmetic), - #Dist(dist2), - ), - dist1, - ) - ->runGenericOperation - ->toDistR - ->genericDistReturnToEvReturn - } - - let dispatch = (call: ExpressionValue.functionCall): option> => { - let (fnName, args) = call - switch (fnName, args) { - | ("cdf", [EvDist(dist), EvNumber(float)]) => toFloatFn(#Cdf(float), dist) - | ("pdf", [EvDist(dist), EvNumber(float)]) => toFloatFn(#Pdf(float), dist) - | ("inv", [EvDist(dist), EvNumber(float)]) => toFloatFn(#Inv(float), dist) - | ("mean", [EvDist(dist)]) => toFloatFn(#Mean, dist) - | ("normalize", [EvDist(dist)]) => toDistFn(Normalize, dist) - | ("toPointSet", [EvDist(dist)]) => toDistFn(ToPointSet, dist) - | ("toSampleSet", [EvDist(dist), EvNumber(float)]) => - toDistFn(ToSampleSet(Belt.Int.fromFloat(float)), dist) - | ("truncateLeft", [EvDist(dist), EvNumber(float)]) => - toDistFn(Truncate(Some(float), None), dist) - | ("truncateRight", [EvDist(dist), EvNumber(float)]) => - toDistFn(Truncate(None, Some(float)), dist) - | ("truncate", [EvDist(dist), EvNumber(float1), EvNumber(float2)]) => - toDistFn(Truncate(Some(float1), Some(float2)), dist) - | ("sample", [EvDist(dist)]) => toFloatFn(#Sample, dist) - | ( - ("add" | "multiply" | "subtract" | "divide" | "exponentiate") as arithmetic, - [a, b] as args, - ) => - catchAndConvertTwoArgsToDists(args) |> E.O.fmap(((fst, snd)) => - twoDiststoDistFn(Algebraic, arithmetic, fst, snd) - ) - | ( - ("dotAdd" | "dotSubtract" | "dotDivide" | "dotExponentiate" | "dotMultiply") as arithmetic, - [a, b] as args, - ) => - catchAndConvertTwoArgsToDists(args) |> E.O.fmap(((fst, snd)) => - twoDiststoDistFn(Pointwise, arithmetic, fst, snd) - ) - | _ => None - } - } -} - /* Map external calls of Reducer */ let dispatch = (call: ExpressionValue.functionCall, chain): result => - Dist.dispatch(call) |> E.O.default(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. diff --git a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res new file mode 100644 index 00000000..eb5704ae --- /dev/null +++ b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res @@ -0,0 +1,113 @@ +module ExpressionValue = ReducerInterface_ExpressionValue +type expressionValue = ReducerInterface_ExpressionValue.expressionValue + +let env: GenericDist_GenericOperation.env = { + sampleCount: 1000, + xyPointLength: 1000, +} + +let runGenericOperation = GenericDist_GenericOperation.run(~env) + +let arithmeticMap = r => + switch r { + | "add" => #Add + | "dotAdd" => #Add + | "subtract" => #Subtract + | "dotSubtract" => #Subtract + | "divide" => #Divide + | "logarithm" => #Divide + | "dotDivide" => #Divide + | "exponentiate" => #Exponentiate + | "dotExponentiate" => #Exponentiate + | "multiply" => #Multiply + | "dotMultiply" => #Multiply + | "dotLogarithm" => #Divide + | _ => #Multiply + } + +let catchAndConvertTwoArgsToDists = (args: array): option<( + GenericDist_Types.genericDist, + GenericDist_Types.genericDist, +)> => { + switch args { + | [EvDist(a), EvDist(b)] => Some((a, b)) + | [EvNumber(a), EvDist(b)] => Some((GenericDist.fromFloat(a), b)) + | [EvDist(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 +} + +let genericOutputToReducerValue = (o: GenericDist_GenericOperation.outputType): result< + expressionValue, + Reducer_ErrorValue.errorValue, +> => + switch o { + | Dist(d) => Ok(ReducerInterface_ExpressionValue.EvDist(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 dispatchToGenericOutput = (call: ExpressionValue.functionCall): option< + GenericDist_GenericOperation.outputType, +> => { + let (fnName, args) = call + switch (fnName, args) { + | ("sample", [EvDist(dist)]) => toFloatFn(#Sample, dist) + | ("mean", [EvDist(dist)]) => toFloatFn(#Mean, dist) + | ("normalize", [EvDist(dist)]) => toDistFn(Normalize, dist) + | ("toPointSet", [EvDist(dist)]) => toDistFn(ToPointSet, dist) + | ("cdf", [EvDist(dist), EvNumber(float)]) => toFloatFn(#Cdf(float), dist) + | ("pdf", [EvDist(dist), EvNumber(float)]) => toFloatFn(#Pdf(float), dist) + | ("inv", [EvDist(dist), EvNumber(float)]) => toFloatFn(#Inv(float), dist) + | ("toSampleSet", [EvDist(dist), EvNumber(float)]) => + toDistFn(ToSampleSet(Belt.Int.fromFloat(float)), dist) + | ("truncateLeft", [EvDist(dist), EvNumber(float)]) => toDistFn(Truncate(Some(float), None), dist) + | ("truncateRight", [EvDist(dist), EvNumber(float)]) => + toDistFn(Truncate(None, Some(float)), dist) + | ("truncate", [EvDist(dist), EvNumber(float1), EvNumber(float2)]) => + toDistFn(Truncate(Some(float1), Some(float2)), dist) + | (("add" | "multiply" | "subtract" | "divide" | "exponentiate") as arithmetic, [a, b] as args) => + catchAndConvertTwoArgsToDists(args) -> E.O2.fmap(((fst, snd)) => + twoDiststoDistFn(Algebraic, arithmetic, fst, snd) + ) + | ( + ("dotAdd" | "dotMultiply" | "dotSubtract" | "dotDivide" | "dotExponentiate") as arithmetic, + [a, b] as args, + ) => + catchAndConvertTwoArgsToDists(args) -> E.O2.fmap(((fst, snd)) => + twoDiststoDistFn(Pointwise, arithmetic, fst, snd) + ) + | _ => None + } +} + +let dispatch = call => { + dispatchToGenericOutput(call) -> E.O2.fmap(genericOutputToReducerValue) +} diff --git a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.resi b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.resi new file mode 100644 index 00000000..fc7ebabc --- /dev/null +++ b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.resi @@ -0,0 +1,3 @@ +let dispatch: ReducerInterface_ExpressionValue.functionCall => option< + result, +> diff --git a/packages/squiggle-lang/src/rescript/utility/E.res b/packages/squiggle-lang/src/rescript/utility/E.res index 636cc600..e36b6124 100644 --- a/packages/squiggle-lang/src/rescript/utility/E.res +++ b/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 */ From 28eba9fa744de6e42ec631a500732256bee520fa Mon Sep 17 00:00:00 2001 From: Ozzie Gooen Date: Thu, 31 Mar 2022 20:28:48 -0400 Subject: [PATCH 04/20] EvDist -> EvDistribution --- .../ReducerInterface_ExpressionValue.res | 6 ++-- .../ReducerInterface_GenericDistribution.res | 30 +++++++++---------- 2 files changed, 18 insertions(+), 18 deletions(-) diff --git a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExpressionValue.res b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExpressionValue.res index 633e6a3c..bfb79df1 100644 --- a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExpressionValue.res +++ b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_ExpressionValue.res @@ -12,7 +12,7 @@ type rec expressionValue = | EvSymbol(string) | EvArray(array) | EvRecord(Js.Dict.t) - | EvDist(GenericDist_Types.genericDist) + | EvDistribution(GenericDist_Types.genericDist) type functionCall = (string, array) @@ -36,7 +36,7 @@ let rec toString = aValue => ->Js.String.concatMany("") `{${pairs}}` } - | EvDist(dist) => `${GenericDist.toString(dist)}` + | EvDistribution(dist) => `${GenericDist.toString(dist)}` } let toStringWithType = aValue => @@ -47,7 +47,7 @@ let toStringWithType = aValue => | EvSymbol(_) => `Symbol::${toString(aValue)}` | EvArray(_) => `Array::${toString(aValue)}` | EvRecord(_) => `Record::${toString(aValue)}` - | EvDist(_) => `Distribution::${toString(aValue)}` + | EvDistribution(_) => `Distribution::${toString(aValue)}` } let argsToString = (args: array): string => { diff --git a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res index eb5704ae..18f152d4 100644 --- a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res +++ b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res @@ -30,9 +30,9 @@ let catchAndConvertTwoArgsToDists = (args: array): option<( GenericDist_Types.genericDist, )> => { switch args { - | [EvDist(a), EvDist(b)] => Some((a, b)) - | [EvNumber(a), EvDist(b)] => Some((GenericDist.fromFloat(a), b)) - | [EvDist(a), EvNumber(b)] => Some((a, GenericDist.fromFloat(b))) + | [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 } } @@ -64,7 +64,7 @@ let genericOutputToReducerValue = (o: GenericDist_GenericOperation.outputType): Reducer_ErrorValue.errorValue, > => switch o { - | Dist(d) => Ok(ReducerInterface_ExpressionValue.EvDist(d)) + | 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")) @@ -79,19 +79,19 @@ let dispatchToGenericOutput = (call: ExpressionValue.functionCall): option< > => { let (fnName, args) = call switch (fnName, args) { - | ("sample", [EvDist(dist)]) => toFloatFn(#Sample, dist) - | ("mean", [EvDist(dist)]) => toFloatFn(#Mean, dist) - | ("normalize", [EvDist(dist)]) => toDistFn(Normalize, dist) - | ("toPointSet", [EvDist(dist)]) => toDistFn(ToPointSet, dist) - | ("cdf", [EvDist(dist), EvNumber(float)]) => toFloatFn(#Cdf(float), dist) - | ("pdf", [EvDist(dist), EvNumber(float)]) => toFloatFn(#Pdf(float), dist) - | ("inv", [EvDist(dist), EvNumber(float)]) => toFloatFn(#Inv(float), dist) - | ("toSampleSet", [EvDist(dist), EvNumber(float)]) => + | ("sample", [EvDistribution(dist)]) => toFloatFn(#Sample, dist) + | ("mean", [EvDistribution(dist)]) => toFloatFn(#Mean, dist) + | ("normalize", [EvDistribution(dist)]) => toDistFn(Normalize, dist) + | ("toPointSet", [EvDistribution(dist)]) => toDistFn(ToPointSet, dist) + | ("cdf", [EvDistribution(dist), EvNumber(float)]) => toFloatFn(#Cdf(float), dist) + | ("pdf", [EvDistribution(dist), EvNumber(float)]) => toFloatFn(#Pdf(float), dist) + | ("inv", [EvDistribution(dist), EvNumber(float)]) => toFloatFn(#Inv(float), dist) + | ("toSampleSet", [EvDistribution(dist), EvNumber(float)]) => toDistFn(ToSampleSet(Belt.Int.fromFloat(float)), dist) - | ("truncateLeft", [EvDist(dist), EvNumber(float)]) => toDistFn(Truncate(Some(float), None), dist) - | ("truncateRight", [EvDist(dist), EvNumber(float)]) => + | ("truncateLeft", [EvDistribution(dist), EvNumber(float)]) => toDistFn(Truncate(Some(float), None), dist) + | ("truncateRight", [EvDistribution(dist), EvNumber(float)]) => toDistFn(Truncate(None, Some(float)), dist) - | ("truncate", [EvDist(dist), EvNumber(float1), EvNumber(float2)]) => + | ("truncate", [EvDistribution(dist), EvNumber(float1), EvNumber(float2)]) => toDistFn(Truncate(Some(float1), Some(float2)), dist) | (("add" | "multiply" | "subtract" | "divide" | "exponentiate") as arithmetic, [a, b] as args) => catchAndConvertTwoArgsToDists(args) -> E.O2.fmap(((fst, snd)) => From 18d742b63c1cccdf1d9cef54be14a166ba15d2f8 Mon Sep 17 00:00:00 2001 From: Ozzie Gooen Date: Fri, 1 Apr 2022 13:21:24 -0400 Subject: [PATCH 05/20] Added symbolic functions and tests for reducer interface distribution code --- .../ReducerInterface_Distribution_test.res | 26 ++++++++++ .../ReducerInterface_GenericDistribution.res | 52 +++++++++++++++++-- 2 files changed, 74 insertions(+), 4 deletions(-) create mode 100644 packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res diff --git a/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res b/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res new file mode 100644 index 00000000..8fd6f9da --- /dev/null +++ b/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res @@ -0,0 +1,26 @@ +open Jest +open Reducer_TestHelpers + +let makeTest = (str, result) => test(str, () => expectEvalToBe(str, result)) + +describe("eval", () => { + Only.describe("expressions", () => { + makeTest("normal(5,2)", "Ok(Normal(5,2))") + makeTest("lognormal(5,2)", "Ok(Lognormal(5,2))") + makeTest("mean(normal(5,2))", "Ok(5)") + makeTest("mean(lognormal(1,2))", "Ok(20.085536923187668)") + makeTest("normalize(normal(5,2))", "Ok(Normal(5,2))") + makeTest("toPointSet(normal(5,2))", "Ok(Point Set Distribution)") + makeTest("toSampleSet(normal(5,2), 100)", "Ok(Sample Set Distribution)") + makeTest("add(normal(5,2), normal(10,2))", "Ok(Normal(15,2.8284271247461903))") + makeTest("add(normal(5,2), lognormal(10,2))", "Ok(Sample Set Distribution)") + makeTest("dotAdd(normal(5,2), lognormal(10,2))", "Ok(Point Set Distribution)") + makeTest("dotAdd(normal(5,2), 3)", "Ok(Point Set Distribution)") + makeTest("add(normal(5,2), 3)", "Ok(Point Set Distribution)") + makeTest("add(3, normal(5,2))", "Ok(Point Set Distribution)") + makeTest("3+normal(5,2)", "Ok(Point Set Distribution)") + makeTest("add(3, 3)", "Ok(6)") + makeTest("truncateLeft(normal(5,2), 3)", "Ok(Point Set Distribution)") + makeTest("mean(add(3, normal(5,2)))", "Ok(8.004619792609384)") + }) +}) diff --git a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res index 18f152d4..0bc7e23f 100644 --- a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res +++ b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res @@ -74,11 +74,54 @@ let genericOutputToReducerValue = (o: GenericDist_GenericOperation.outputType): | GenDistError(Other(s)) => Error(RETodo(s)) } +module SymbolicConstructor = { + let oneFloat = name => + switch name { + | "exponential" => Ok(SymbolicDist.Exponential.make) + | _ => Error("impossible path") + } + + 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) + | _ => Error("impossible path") + } + + let threeFloat = name => + switch name { + | "triangular" => Ok(SymbolicDist.Triangular.make) + | _ => Error("impossible path") + } + + let symbolicResultToOutput = ( + symbolicResult: result, + ): option => + switch symbolicResult { + | Ok(r) => Some(Dist(Symbolic(r))) + | Error(r) => Some(GenDistError(Other(r))) + } +} + let dispatchToGenericOutput = (call: ExpressionValue.functionCall): option< GenericDist_GenericOperation.outputType, > => { let (fnName, args) = call switch (fnName, args) { + | ("exponential" as fnName, [EvNumber(f1)]) => + SymbolicConstructor.oneFloat(fnName) + ->E.R.bind(r => r(f1)) + ->SymbolicConstructor.symbolicResultToOutput + | (("normal" | "uniform" | "beta" | "lognormal") as fnName, [EvNumber(f1), EvNumber(f2)]) => + SymbolicConstructor.twoFloat(fnName) + ->E.R.bind(r => r(f1, f2)) + ->SymbolicConstructor.symbolicResultToOutput + | ("triangular" as fnName, [EvNumber(f1), EvNumber(f2), EvNumber(f3)]) => + SymbolicConstructor.threeFloat(fnName) + ->E.R.bind(r => r(f1, f2, f3)) + ->SymbolicConstructor.symbolicResultToOutput | ("sample", [EvDistribution(dist)]) => toFloatFn(#Sample, dist) | ("mean", [EvDistribution(dist)]) => toFloatFn(#Mean, dist) | ("normalize", [EvDistribution(dist)]) => toDistFn(Normalize, dist) @@ -88,20 +131,21 @@ let dispatchToGenericOutput = (call: ExpressionValue.functionCall): option< | ("inv", [EvDistribution(dist), EvNumber(float)]) => toFloatFn(#Inv(float), dist) | ("toSampleSet", [EvDistribution(dist), EvNumber(float)]) => toDistFn(ToSampleSet(Belt.Int.fromFloat(float)), dist) - | ("truncateLeft", [EvDistribution(dist), EvNumber(float)]) => toDistFn(Truncate(Some(float), None), dist) + | ("truncateLeft", [EvDistribution(dist), EvNumber(float)]) => + toDistFn(Truncate(Some(float), None), dist) | ("truncateRight", [EvDistribution(dist), EvNumber(float)]) => toDistFn(Truncate(None, Some(float)), dist) | ("truncate", [EvDistribution(dist), EvNumber(float1), EvNumber(float2)]) => toDistFn(Truncate(Some(float1), Some(float2)), dist) | (("add" | "multiply" | "subtract" | "divide" | "exponentiate") as arithmetic, [a, b] as args) => - catchAndConvertTwoArgsToDists(args) -> E.O2.fmap(((fst, snd)) => + catchAndConvertTwoArgsToDists(args)->E.O2.fmap(((fst, snd)) => twoDiststoDistFn(Algebraic, arithmetic, fst, snd) ) | ( ("dotAdd" | "dotMultiply" | "dotSubtract" | "dotDivide" | "dotExponentiate") as arithmetic, [a, b] as args, ) => - catchAndConvertTwoArgsToDists(args) -> E.O2.fmap(((fst, snd)) => + catchAndConvertTwoArgsToDists(args)->E.O2.fmap(((fst, snd)) => twoDiststoDistFn(Pointwise, arithmetic, fst, snd) ) | _ => None @@ -109,5 +153,5 @@ let dispatchToGenericOutput = (call: ExpressionValue.functionCall): option< } let dispatch = call => { - dispatchToGenericOutput(call) -> E.O2.fmap(genericOutputToReducerValue) + dispatchToGenericOutput(call)->E.O2.fmap(genericOutputToReducerValue) } From e7c2a7db01a0d4105e0838222785066e0e748b74 Mon Sep 17 00:00:00 2001 From: Ozzie Gooen Date: Fri, 1 Apr 2022 15:41:11 -0400 Subject: [PATCH 06/20] Light cleanup of ReducerInterface_GenericDistribution --- .../ReducerInterface_Distribution_test.res | 4 +- .../src/rescript/GenericDist/GenericDist.res | 2 +- .../GenericDist/GenericDist_Types.res | 4 +- .../ReducerInterface_GenericDistribution.res | 188 +++++++++--------- .../typeSystem/HardcodedFunctions.res | 2 +- .../AlgebraicShapeCombination.res | 4 +- .../rescript/symbolicDist/SymbolicDist.res | 40 ++-- .../src/rescript/utility/Operation.res | 16 +- 8 files changed, 138 insertions(+), 122 deletions(-) diff --git a/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res b/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res index 8fd6f9da..ada50f3f 100644 --- a/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res +++ b/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res @@ -6,6 +6,9 @@ let makeTest = (str, result) => test(str, () => expectEvalToBe(str, result)) describe("eval", () => { Only.describe("expressions", () => { makeTest("normal(5,2)", "Ok(Normal(5,2))") + makeTest("5 to 2", "Error(TODO: Low value must be less than high value.)") + makeTest("to(2,5)", "Ok(Lognormal(1.1512925464970227,0.278507821238345))") + makeTest("to(-2,2)", "Ok(Normal(0,1.215913388057542))") makeTest("lognormal(5,2)", "Ok(Lognormal(5,2))") makeTest("mean(normal(5,2))", "Ok(5)") makeTest("mean(lognormal(1,2))", "Ok(20.085536923187668)") @@ -21,6 +24,5 @@ describe("eval", () => { makeTest("3+normal(5,2)", "Ok(Point Set Distribution)") makeTest("add(3, 3)", "Ok(6)") makeTest("truncateLeft(normal(5,2), 3)", "Ok(Point Set Distribution)") - makeTest("mean(add(3, normal(5,2)))", "Ok(8.004619792609384)") }) }) diff --git a/packages/squiggle-lang/src/rescript/GenericDist/GenericDist.res b/packages/squiggle-lang/src/rescript/GenericDist/GenericDist.res index bb2f8d71..f71d9b93 100644 --- a/packages/squiggle-lang/src/rescript/GenericDist/GenericDist.res +++ b/packages/squiggle-lang/src/rescript/GenericDist/GenericDist.res @@ -228,7 +228,7 @@ let pointwiseCombinationFloat = ( ): result => { 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) diff --git a/packages/squiggle-lang/src/rescript/GenericDist/GenericDist_Types.res b/packages/squiggle-lang/src/rescript/GenericDist/GenericDist_Types.res index 98c0da25..43ce5d74 100644 --- a/packages/squiggle-lang/src/rescript/GenericDist/GenericDist_Types.res +++ b/packages/squiggle-lang/src/rescript/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 = [ diff --git a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res index 0bc7e23f..9970c340 100644 --- a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res +++ b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res @@ -1,80 +1,67 @@ module ExpressionValue = ReducerInterface_ExpressionValue type expressionValue = ReducerInterface_ExpressionValue.expressionValue -let env: GenericDist_GenericOperation.env = { - sampleCount: 1000, - xyPointLength: 1000, -} +let runGenericOperation = GenericDist_GenericOperation.run( + ~env={ + sampleCount: 1000, + xyPointLength: 1000, + }, +) -let runGenericOperation = GenericDist_GenericOperation.run(~env) +module Helpers = { + let arithmeticMap = r => + switch r { + | "add" => #Add + | "dotAdd" => #Add + | "subtract" => #Subtract + | "dotSubtract" => #Subtract + | "divide" => #Divide + | "logarithm" => #Logarithm + | "dotDivide" => #Divide + | "exponentiate" => #Exponentiate + | "dotExponentiate" => #Exponentiate + | "multiply" => #Multiply + | "dotMultiply" => #Multiply + | "dotLogarithm" => #Logarithm + | _ => #Multiply + } -let arithmeticMap = r => - switch r { - | "add" => #Add - | "dotAdd" => #Add - | "subtract" => #Subtract - | "dotSubtract" => #Subtract - | "divide" => #Divide - | "logarithm" => #Divide - | "dotDivide" => #Divide - | "exponentiate" => #Exponentiate - | "dotExponentiate" => #Exponentiate - | "multiply" => #Multiply - | "dotMultiply" => #Multiply - | "dotLogarithm" => #Divide - | _ => #Multiply + let catchAndConvertTwoArgsToDists = (args: array): 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 catchAndConvertTwoArgsToDists = (args: array): 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 } } -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 -} - -let genericOutputToReducerValue = (o: GenericDist_GenericOperation.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)) - } - -module SymbolicConstructor = { +module SymbolicConstructors = { let oneFloat = name => switch name { | "exponential" => Ok(SymbolicDist.Exponential.make) @@ -87,6 +74,7 @@ module SymbolicConstructor = { | "uniform" => Ok(SymbolicDist.Uniform.make) | "beta" => Ok(SymbolicDist.Beta.make) | "lognormal" => Ok(SymbolicDist.Lognormal.make) + | "to" => Ok(SymbolicDist.From90thPercentile.make) | _ => Error("impossible path") } @@ -111,47 +99,65 @@ let dispatchToGenericOutput = (call: ExpressionValue.functionCall): option< let (fnName, args) = call switch (fnName, args) { | ("exponential" as fnName, [EvNumber(f1)]) => - SymbolicConstructor.oneFloat(fnName) + SymbolicConstructors.oneFloat(fnName) ->E.R.bind(r => r(f1)) - ->SymbolicConstructor.symbolicResultToOutput - | (("normal" | "uniform" | "beta" | "lognormal") as fnName, [EvNumber(f1), EvNumber(f2)]) => - SymbolicConstructor.twoFloat(fnName) + ->SymbolicConstructors.symbolicResultToOutput + | ( + ("normal" | "uniform" | "beta" | "lognormal" | "to") as fnName, + [EvNumber(f1), EvNumber(f2)], + ) => + SymbolicConstructors.twoFloat(fnName) ->E.R.bind(r => r(f1, f2)) - ->SymbolicConstructor.symbolicResultToOutput + ->SymbolicConstructors.symbolicResultToOutput | ("triangular" as fnName, [EvNumber(f1), EvNumber(f2), EvNumber(f3)]) => - SymbolicConstructor.threeFloat(fnName) + SymbolicConstructors.threeFloat(fnName) ->E.R.bind(r => r(f1, f2, f3)) - ->SymbolicConstructor.symbolicResultToOutput - | ("sample", [EvDistribution(dist)]) => toFloatFn(#Sample, dist) - | ("mean", [EvDistribution(dist)]) => toFloatFn(#Mean, dist) - | ("normalize", [EvDistribution(dist)]) => toDistFn(Normalize, dist) - | ("toPointSet", [EvDistribution(dist)]) => toDistFn(ToPointSet, dist) - | ("cdf", [EvDistribution(dist), EvNumber(float)]) => toFloatFn(#Cdf(float), dist) - | ("pdf", [EvDistribution(dist), EvNumber(float)]) => toFloatFn(#Pdf(float), dist) - | ("inv", [EvDistribution(dist), EvNumber(float)]) => toFloatFn(#Inv(float), dist) + ->SymbolicConstructors.symbolicResultToOutput + | ("sample", [EvDistribution(dist)]) => Helpers.toFloatFn(#Sample, dist) + | ("mean", [EvDistribution(dist)]) => Helpers.toFloatFn(#Mean, dist) + | ("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)]) => - toDistFn(ToSampleSet(Belt.Int.fromFloat(float)), dist) + Helpers.toDistFn(ToSampleSet(Belt.Int.fromFloat(float)), dist) | ("truncateLeft", [EvDistribution(dist), EvNumber(float)]) => - toDistFn(Truncate(Some(float), None), dist) + Helpers.toDistFn(Truncate(Some(float), None), dist) | ("truncateRight", [EvDistribution(dist), EvNumber(float)]) => - toDistFn(Truncate(None, Some(float)), dist) + Helpers.toDistFn(Truncate(None, Some(float)), dist) | ("truncate", [EvDistribution(dist), EvNumber(float1), EvNumber(float2)]) => - toDistFn(Truncate(Some(float1), Some(float2)), dist) - | (("add" | "multiply" | "subtract" | "divide" | "exponentiate") as arithmetic, [a, b] as args) => - catchAndConvertTwoArgsToDists(args)->E.O2.fmap(((fst, snd)) => - twoDiststoDistFn(Algebraic, arithmetic, fst, snd) + Helpers.toDistFn(Truncate(Some(float1), Some(float2)), dist) + | (("add" | "multiply" | "subtract" | "divide" | "exponentiate" | "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" | "dotExponentiate") as arithmetic, + ("dotAdd" | "dotMultiply" | "dotSubtract" | "dotDivide" | "dotExponentiate" | "dotLogarithm") as arithmetic, [a, b] as args, ) => - catchAndConvertTwoArgsToDists(args)->E.O2.fmap(((fst, snd)) => - twoDiststoDistFn(Pointwise, arithmetic, fst, snd) + Helpers.catchAndConvertTwoArgsToDists(args)->E.O2.fmap(((fst, snd)) => + Helpers.twoDiststoDistFn(Pointwise, arithmetic, fst, snd) ) | _ => None } } +let genericOutputToReducerValue = (o: GenericDist_GenericOperation.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) } diff --git a/packages/squiggle-lang/src/rescript/interpreter/typeSystem/HardcodedFunctions.res b/packages/squiggle-lang/src/rescript/interpreter/typeSystem/HardcodedFunctions.res index f6741bab..cf8fe470 100644 --- a/packages/squiggle-lang/src/rescript/interpreter/typeSystem/HardcodedFunctions.res +++ b/packages/squiggle-lang/src/rescript/interpreter/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, ] diff --git a/packages/squiggle-lang/src/rescript/pointSetDist/AlgebraicShapeCombination.res b/packages/squiggle-lang/src/rescript/pointSetDist/AlgebraicShapeCombination.res index 3c298b18..9cfdc66d 100644 --- a/packages/squiggle-lang/src/rescript/pointSetDist/AlgebraicShapeCombination.res +++ b/packages/squiggle-lang/src/rescript/pointSetDist/AlgebraicShapeCombination.res @@ -115,7 +115,7 @@ 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 @@ -233,7 +233,7 @@ 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. diff --git a/packages/squiggle-lang/src/rescript/symbolicDist/SymbolicDist.res b/packages/squiggle-lang/src/rescript/symbolicDist/SymbolicDist.res index ffeec12f..cd4132b3 100644 --- a/packages/squiggle-lang/src/rescript/symbolicDist/SymbolicDist.res +++ b/packages/squiggle-lang/src/rescript/symbolicDist/SymbolicDist.res @@ -2,7 +2,7 @@ open SymbolicDistTypes module Normal = { type t = normal - let make = (mean: float, stdev: float): result => + let make = (mean: float, stdev: float): result => 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 => + let make = (rate: float): result => rate > 0.0 - ? Ok(#Exponential({ - rate: rate, - })) + ? 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) @@ -89,7 +91,7 @@ module Triangular = { module Beta = { type t = beta - let make = (alpha, beta) => + let make = (alpha, beta) => alpha > 0.0 && beta > 0.0 ? Ok(#Beta({alpha: alpha, beta: beta})) : Error("Beta distribution parameters must be positive") @@ -103,10 +105,10 @@ module Beta = { module Lognormal = { type t = lognormal - let make = (mu, sigma) => - sigma > 0.0 - ? Ok(#Lognormal({mu: mu, sigma: sigma})) - : Error("Lognormal standard deviation must be larger than 0") + let make = (mu, sigma) => + sigma > 0.0 + ? Ok(#Lognormal({mu: mu, sigma: sigma})) + : Error("Lognormal standard deviation must be larger than 0") let pdf = (x, t: t) => Jstat.Lognormal.pdf(x, t.mu, t.sigma) let cdf = (x, t: t) => Jstat.Lognormal.cdf(x, t.mu, t.sigma) let inv = (p, t: t) => Jstat.Lognormal.inv(p, t.mu, t.sigma) @@ -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 diff --git a/packages/squiggle-lang/src/rescript/utility/Operation.res b/packages/squiggle-lang/src/rescript/utility/Operation.res index 540bd08c..55e0b42f 100644 --- a/packages/squiggle-lang/src/rescript/utility/Operation.res +++ b/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 } } From 688cf0b19e3e141b839239a704716ab9049bba22 Mon Sep 17 00:00:00 2001 From: Ozzie Gooen Date: Sat, 2 Apr 2022 11:01:53 -0400 Subject: [PATCH 07/20] Changes in response to CR --- .../ReducerInterface_Distribution_test.res | 40 +++++++++---------- .../ReducerInterface_GenericDistribution.res | 30 +++++++++----- 2 files changed, 39 insertions(+), 31 deletions(-) diff --git a/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res b/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res index ada50f3f..f57a4d7b 100644 --- a/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res +++ b/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res @@ -1,28 +1,28 @@ open Jest open Reducer_TestHelpers -let makeTest = (str, result) => test(str, () => expectEvalToBe(str, result)) +let testEval = (str, result) => test(str, () => expectEvalToBe(str, result)) describe("eval", () => { Only.describe("expressions", () => { - makeTest("normal(5,2)", "Ok(Normal(5,2))") - makeTest("5 to 2", "Error(TODO: Low value must be less than high value.)") - makeTest("to(2,5)", "Ok(Lognormal(1.1512925464970227,0.278507821238345))") - makeTest("to(-2,2)", "Ok(Normal(0,1.215913388057542))") - makeTest("lognormal(5,2)", "Ok(Lognormal(5,2))") - makeTest("mean(normal(5,2))", "Ok(5)") - makeTest("mean(lognormal(1,2))", "Ok(20.085536923187668)") - makeTest("normalize(normal(5,2))", "Ok(Normal(5,2))") - makeTest("toPointSet(normal(5,2))", "Ok(Point Set Distribution)") - makeTest("toSampleSet(normal(5,2), 100)", "Ok(Sample Set Distribution)") - makeTest("add(normal(5,2), normal(10,2))", "Ok(Normal(15,2.8284271247461903))") - makeTest("add(normal(5,2), lognormal(10,2))", "Ok(Sample Set Distribution)") - makeTest("dotAdd(normal(5,2), lognormal(10,2))", "Ok(Point Set Distribution)") - makeTest("dotAdd(normal(5,2), 3)", "Ok(Point Set Distribution)") - makeTest("add(normal(5,2), 3)", "Ok(Point Set Distribution)") - makeTest("add(3, normal(5,2))", "Ok(Point Set Distribution)") - makeTest("3+normal(5,2)", "Ok(Point Set Distribution)") - makeTest("add(3, 3)", "Ok(6)") - makeTest("truncateLeft(normal(5,2), 3)", "Ok(Point Set Distribution)") + testEval("normal(5,2)", "Ok(Normal(5,2))") + 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))") + testEval("lognormal(5,2)", "Ok(Lognormal(5,2))") + testEval("mean(normal(5,2))", "Ok(5)") + testEval("mean(lognormal(1,2))", "Ok(20.085536923187668)") + testEval("normalize(normal(5,2))", "Ok(Normal(5,2))") + testEval("toPointSet(normal(5,2))", "Ok(Point Set Distribution)") + testEval("toSampleSet(normal(5,2), 100)", "Ok(Sample Set Distribution)") + 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("dotAdd(normal(5,2), lognormal(10,2))", "Ok(Point Set Distribution)") + testEval("dotAdd(normal(5,2), 3)", "Ok(Point 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("add(3, 3)", "Ok(6)") + testEval("truncateLeft(normal(5,2), 3)", "Ok(Point Set Distribution)") }) }) diff --git a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res index 9970c340..12d0ddb4 100644 --- a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res +++ b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res @@ -12,17 +12,17 @@ module Helpers = { let arithmeticMap = r => switch r { | "add" => #Add - | "dotAdd" => #Add + | "pointwiseAdd" => #Add | "subtract" => #Subtract - | "dotSubtract" => #Subtract + | "pointwiseSubtract" => #Subtract | "divide" => #Divide | "logarithm" => #Logarithm - | "dotDivide" => #Divide + | "pointwiseDivide" => #Divide | "exponentiate" => #Exponentiate - | "dotExponentiate" => #Exponentiate + | "pointwiseExponentiate" => #Exponentiate | "multiply" => #Multiply - | "dotMultiply" => #Multiply - | "dotLogarithm" => #Logarithm + | "pointwiseMultiply" => #Multiply + | "pointwiseLogarithm" => #Logarithm | _ => #Multiply } @@ -65,7 +65,7 @@ module SymbolicConstructors = { let oneFloat = name => switch name { | "exponential" => Ok(SymbolicDist.Exponential.make) - | _ => Error("impossible path") + | _ => Error("Unreachable state") } let twoFloat = name => @@ -75,13 +75,13 @@ module SymbolicConstructors = { | "beta" => Ok(SymbolicDist.Beta.make) | "lognormal" => Ok(SymbolicDist.Lognormal.make) | "to" => Ok(SymbolicDist.From90thPercentile.make) - | _ => Error("impossible path") + | _ => Error("Unreachable state") } let threeFloat = name => switch name { | "triangular" => Ok(SymbolicDist.Triangular.make) - | _ => Error("impossible path") + | _ => Error("Unreachable state") } let symbolicResultToOutput = ( @@ -128,12 +128,20 @@ let dispatchToGenericOutput = (call: ExpressionValue.functionCall): option< Helpers.toDistFn(Truncate(None, Some(float)), dist) | ("truncate", [EvDistribution(dist), EvNumber(float1), EvNumber(float2)]) => Helpers.toDistFn(Truncate(Some(float1), Some(float2)), dist) - | (("add" | "multiply" | "subtract" | "divide" | "exponentiate" | "log") as arithmetic, [a, b] as args) => + | ( + ("add" | "multiply" | "subtract" | "divide" | "exponentiate" | "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" | "dotExponentiate" | "dotLogarithm") as arithmetic, + ("pointwiseAdd" + | "pointwiseMultiply" + | "pointwiseSubtract" + | "pointwiseDivide" + | "pointwiseExponentiate" + | "pointwiseLogarithm") as arithmetic, [a, b] as args, ) => Helpers.catchAndConvertTwoArgsToDists(args)->E.O2.fmap(((fst, snd)) => From 46af9233a19f0f559f2cbfde54d9b40429c8c66f Mon Sep 17 00:00:00 2001 From: Ozzie Gooen Date: Sat, 2 Apr 2022 11:06:09 -0400 Subject: [PATCH 08/20] Fixed tests to use pointwiseAdd instead of .add --- .../ReducerInterface/ReducerInterface_Distribution_test.res | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res b/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res index f57a4d7b..55ae387c 100644 --- a/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res +++ b/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res @@ -17,8 +17,8 @@ describe("eval", () => { testEval("toSampleSet(normal(5,2), 100)", "Ok(Sample Set Distribution)") 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("dotAdd(normal(5,2), lognormal(10,2))", "Ok(Point Set Distribution)") - testEval("dotAdd(normal(5,2), 3)", "Ok(Point Set Distribution)") + testEval("pointwiseAdd(normal(5,2), lognormal(10,2))", "Ok(Point Set Distribution)") + testEval("pointwiseAdd(normal(5,2), 3)", "Ok(Point 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)") From 06285dbdc10fd6efd97c253cab6766e41451a64f Mon Sep 17 00:00:00 2001 From: Ozzie Gooen Date: Sat, 2 Apr 2022 16:25:41 -0400 Subject: [PATCH 09/20] Additional testing for GenericDist-Reducer interface, plus getting log, exp to work with 1 param --- .../ReducerInterface_Distribution_test.res | 88 +++++++++++++++++-- .../ReducerInterface_GenericDistribution.res | 48 ++++++---- 2 files changed, 113 insertions(+), 23 deletions(-) diff --git a/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res b/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res index 55ae387c..b514232a 100644 --- a/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res +++ b/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res @@ -1,10 +1,18 @@ open Jest -open Reducer_TestHelpers -let testEval = (str, result) => test(str, () => expectEvalToBe(str, result)) +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", () => { - Only.describe("expressions", () => { + describe("expressions", () => { testEval("normal(5,2)", "Ok(Normal(5,2))") testEval("5 to 2", "Error(TODO: Low value must be less than high value.)") testEval("to(2,5)", "Ok(Lognormal(1.1512925464970227,0.278507821238345))") @@ -17,12 +25,82 @@ describe("eval", () => { testEval("toSampleSet(normal(5,2), 100)", "Ok(Sample Set Distribution)") 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("pointwiseAdd(normal(5,2), lognormal(10,2))", "Ok(Point Set Distribution)") - testEval("pointwiseAdd(normal(5,2), 3)", "Ok(Point 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)") testEval("add(3, 3)", "Ok(6)") 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("MathJs parse", () => { + describe("literals operators paranthesis", () => { + testParse("mean(normal(5,2) + normal(5,1))", "Ok((:mean (:add (: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)))") + 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))") + testParse("5 == normal(5,2)", "Ok((:equal 5 (:normal 5 2)))") + describe("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))") + }) }) }) diff --git a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res index 12d0ddb4..11376001 100644 --- a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res +++ b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res @@ -12,17 +12,17 @@ module Helpers = { let arithmeticMap = r => switch r { | "add" => #Add - | "pointwiseAdd" => #Add + | "dotAdd" => #Add | "subtract" => #Subtract - | "pointwiseSubtract" => #Subtract + | "dotSubtract" => #Subtract | "divide" => #Divide - | "logarithm" => #Logarithm - | "pointwiseDivide" => #Divide - | "exponentiate" => #Exponentiate - | "pointwiseExponentiate" => #Exponentiate + | "log" => #Logarithm + | "dotDivide" => #Divide + | "pow" => #Exponentiate + | "dotPow" => #Exponentiate | "multiply" => #Multiply - | "pointwiseMultiply" => #Multiply - | "pointwiseLogarithm" => #Logarithm + | "dotMultiply" => #Multiply + | "dotLog" => #Logarithm | _ => #Multiply } @@ -93,6 +93,10 @@ module SymbolicConstructors = { } } +module Math = { + let e = 2.718281828459 +} + let dispatchToGenericOutput = (call: ExpressionValue.functionCall): option< GenericDist_GenericOperation.outputType, > => { @@ -115,6 +119,9 @@ let dispatchToGenericOutput = (call: ExpressionValue.functionCall): option< ->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) @@ -128,25 +135,30 @@ let dispatchToGenericOutput = (call: ExpressionValue.functionCall): option< Helpers.toDistFn(Truncate(None, Some(float)), dist) | ("truncate", [EvDistribution(dist), EvNumber(float1), EvNumber(float2)]) => Helpers.toDistFn(Truncate(Some(float1), Some(float2)), dist) - | ( - ("add" | "multiply" | "subtract" | "divide" | "exponentiate" | "log") as arithmetic, - [a, b] as args, - ) => + | ("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 + | (("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) ) | ( - ("pointwiseAdd" - | "pointwiseMultiply" - | "pointwiseSubtract" - | "pointwiseDivide" - | "pointwiseExponentiate" - | "pointwiseLogarithm") as arithmetic, + ("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 } } From e4f563fa0813b41f5295ef7c6425eaed293b1bc8 Mon Sep 17 00:00:00 2001 From: Ozzie Gooen Date: Sat, 2 Apr 2022 17:06:57 -0400 Subject: [PATCH 10/20] Added unary minus function support to distributions, cleaned tests --- .../ReducerInterface_Distribution_test.res | 59 ++++++++++++------- .../ReducerInterface_GenericDistribution.res | 2 + 2 files changed, 41 insertions(+), 20 deletions(-) diff --git a/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res b/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res index b514232a..85d80919 100644 --- a/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res +++ b/packages/squiggle-lang/__tests__/ReducerInterface/ReducerInterface_Distribution_test.res @@ -11,25 +11,43 @@ let testEval = (~skip=false, str, result) => let testParse = (~skip=false, str, result) => testSkip(skip)(str, () => Reducer_TestHelpers.expectParseToBe(str, result)) -describe("eval", () => { - describe("expressions", () => { +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))") - testEval("lognormal(5,2)", "Ok(Lognormal(5,2))") + }) + 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)") - testEval("add(3, 3)", "Ok(6)") + }) + 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)") @@ -82,25 +100,26 @@ describe("eval", () => { }) }) -describe("MathJs parse", () => { - describe("literals operators paranthesis", () => { - testParse("mean(normal(5,2) + normal(5,1))", "Ok((:mean (:add (: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("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("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))") - }) + }) + 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))") }) }) diff --git a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res index 11376001..8fabdfa8 100644 --- a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res +++ b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res @@ -139,6 +139,8 @@ let dispatchToGenericOutput = (call: ExpressionValue.functionCall): option< 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) From ea68f4d40b7f676b47e5f8848597dd53ef561f72 Mon Sep 17 00:00:00 2001 From: Ozzie Gooen Date: Mon, 4 Apr 2022 11:28:55 -0400 Subject: [PATCH 11/20] Add yarn.lock back --- yarn.lock | 19171 ++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 19171 insertions(+) create mode 100644 yarn.lock diff --git a/yarn.lock b/yarn.lock new file mode 100644 index 00000000..1a51b56a --- /dev/null +++ b/yarn.lock @@ -0,0 +1,19171 @@ +# THIS IS AN AUTOGENERATED FILE. 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4 Apr 2022 11:44:42 -0400 Subject: [PATCH 12/20] Removed unit from DistPlus --- .../src/rescript/GenericDist/GenericDist.resi | 2 +- .../src/rescript/pointSetDist/DistPlus.res | 5 +---- .../src/rescript/pointSetDist/PointSetTypes.res | 11 ----------- 3 files changed, 2 insertions(+), 16 deletions(-) diff --git a/packages/squiggle-lang/src/rescript/GenericDist/GenericDist.resi b/packages/squiggle-lang/src/rescript/GenericDist/GenericDist.resi index f567f6be..46db83a7 100644 --- a/packages/squiggle-lang/src/rescript/GenericDist/GenericDist.resi +++ b/packages/squiggle-lang/src/rescript/GenericDist/GenericDist.resi @@ -30,7 +30,7 @@ let truncate: ( ~toPointSetFn: toPointSetFn, ~leftCutoff: option=?, ~rightCutoff: option=?, - unit, + unit ) => result let algebraicCombination: ( diff --git a/packages/squiggle-lang/src/rescript/pointSetDist/DistPlus.res b/packages/squiggle-lang/src/rescript/pointSetDist/DistPlus.res index 39f355ab..e1ece63d 100644 --- a/packages/squiggle-lang/src/rescript/pointSetDist/DistPlus.res +++ b/packages/squiggle-lang/src/rescript/pointSetDist/DistPlus.res @@ -9,12 +9,11 @@ let make = ~pointSetDist, ~squiggleString, ~domain=Complete, - ~unit=UnspecifiedDistribution, (), ) : t => { let integral = pointSetDistIntegral(pointSetDist); - {pointSetDist, domain, integralCache: integral, unit, squiggleString}; + {pointSetDist, domain, integralCache: integral, squiggleString}; }; let update = @@ -22,14 +21,12 @@ 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), }; diff --git a/packages/squiggle-lang/src/rescript/pointSetDist/PointSetTypes.res b/packages/squiggle-lang/src/rescript/pointSetDist/PointSetTypes.res index ded9c02d..e2e17a94 100644 --- a/packages/squiggle-lang/src/rescript/pointSetDist/PointSetTypes.res +++ b/packages/squiggle-lang/src/rescript/pointSetDist/PointSetTypes.res @@ -71,25 +71,14 @@ type generationSource = | SquiggleString(string) | Shape(pointSetDist) -type distributionUnit = - | UnspecifiedDistribution - @genType type distPlus = { pointSetDist: pointSetDist, domain: domain, integralCache: continuousShape, - unit: distributionUnit, squiggleString: option, } -module DistributionUnit = { - let toJson = (distributionUnit: distributionUnit) => - switch distributionUnit { - | _ => Js.Null.fromOption(None) - } -} - module Domain = { let excludedProbabilityMass = (t: domain) => switch t { From 51711512fb191f8c323d70edc07b58606b8c038d Mon Sep 17 00:00:00 2001 From: Ozzie Gooen Date: Mon, 4 Apr 2022 11:47:34 -0400 Subject: [PATCH 13/20] Removed Domain from DistPlus --- .../__tests__/DistTypes__Test.res | 89 ------------------- .../src/rescript/pointSetDist/DistPlus.res | 15 +--- .../rescript/pointSetDist/PointSetTypes.res | 39 -------- 3 files changed, 2 insertions(+), 141 deletions(-) delete mode 100644 packages/squiggle-lang/__tests__/DistTypes__Test.res diff --git a/packages/squiggle-lang/__tests__/DistTypes__Test.res b/packages/squiggle-lang/__tests__/DistTypes__Test.res deleted file mode 100644 index fb09d6d9..00000000 --- a/packages/squiggle-lang/__tests__/DistTypes__Test.res +++ /dev/null @@ -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, - ) - }) - }) -) diff --git a/packages/squiggle-lang/src/rescript/pointSetDist/DistPlus.res b/packages/squiggle-lang/src/rescript/pointSetDist/DistPlus.res index e1ece63d..2b1688b0 100644 --- a/packages/squiggle-lang/src/rescript/pointSetDist/DistPlus.res +++ b/packages/squiggle-lang/src/rescript/pointSetDist/DistPlus.res @@ -8,25 +8,22 @@ let make = ( ~pointSetDist, ~squiggleString, - ~domain=Complete, (), ) : t => { let integral = pointSetDistIntegral(pointSetDist); - {pointSetDist, domain, integralCache: integral, squiggleString}; + {pointSetDist, integralCache: integral, squiggleString}; }; let update = ( ~pointSetDist=?, ~integralCache=?, - ~domain=?, ~squiggleString=?, t: t, ) => { pointSetDist: E.O.default(t.pointSetDist, pointSetDist), integralCache: E.O.default(t.integralCache, integralCache), - domain: E.O.default(t.domain, domain), squiggleString: E.O.default(t.squiggleString, squiggleString), }; @@ -35,12 +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); @@ -70,8 +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); @@ -112,7 +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. diff --git a/packages/squiggle-lang/src/rescript/pointSetDist/PointSetTypes.res b/packages/squiggle-lang/src/rescript/pointSetDist/PointSetTypes.res index e2e17a94..15fbd4c3 100644 --- a/packages/squiggle-lang/src/rescript/pointSetDist/PointSetTypes.res +++ b/packages/squiggle-lang/src/rescript/pointSetDist/PointSetTypes.res @@ -74,49 +74,10 @@ type generationSource = @genType type distPlus = { pointSetDist: pointSetDist, - domain: domain, integralCache: continuousShape, squiggleString: option, } -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, From 60b760f0cdd007c1d89f7506f203f8fdeb55f64c Mon Sep 17 00:00:00 2001 From: Ozzie Gooen Date: Mon, 4 Apr 2022 11:59:14 -0400 Subject: [PATCH 14/20] Naming refactor of key rescript directories --- .../__tests__/GenericDist/GenericOperation__Test.res | 10 +++++----- .../DistributionOperation/DistributionOperation.res} | 0 .../DistributionOperation/DistributionOperation.resi} | 0 .../{ => Distributions}/GenericDist/GenericDist.res | 0 .../{ => Distributions}/GenericDist/GenericDist.resi | 0 .../GenericDist/GenericDist_Types.res | 0 .../rescript/{ => Distributions}/GenericDist/README.md | 0 .../PointSetDist}/AlgebraicShapeCombination.res | 0 .../PointSetDist}/Continuous.res | 0 .../PointSetDist}/Discrete.res | 0 .../PointSetDist}/Distributions.res | 0 .../PointSetDist}/Mixed.res | 0 .../PointSetDist}/MixedShapeBuilder.res | 0 .../PointSetDist}/PointSetDist.res | 0 .../PointSetDist}/PointSetTypes.res | 0 .../PointSetDist}/XYShape.res | 0 .../SampleSetDist}/Bandwidth.res | 0 .../SampleSetDist}/KdeLibrary.js | 0 .../SampleSetDist}/SampleSet.res | 0 .../SymbolicDist}/SymbolicDist.res | 0 .../SymbolicDist}/SymbolicDistTypes.res | 0 .../src/rescript/{parser => OldParser}/Parser.res | 0 .../ReducerInterface_GenericDistribution.res | 8 ++++---- .../rescript/{interpreter => oldInterpreter}/AST.res | 0 .../{interpreter => oldInterpreter}/ASTEvaluator.res | 0 .../{interpreter => oldInterpreter}/ASTTypes.res | 0 .../{pointSetDist => oldInterpreter}/DistPlus.res | 0 .../typeSystem/HardcodedFunctions.res | 0 .../typeSystem/TypeSystem.res | 0 29 files changed, 9 insertions(+), 9 deletions(-) rename packages/squiggle-lang/src/rescript/{GenericDist/GenericDist_GenericOperation.res => Distributions/DistributionOperation/DistributionOperation.res} (100%) rename packages/squiggle-lang/src/rescript/{GenericDist/GenericDist_GenericOperation.resi => Distributions/DistributionOperation/DistributionOperation.resi} (100%) rename packages/squiggle-lang/src/rescript/{ => Distributions}/GenericDist/GenericDist.res (100%) rename packages/squiggle-lang/src/rescript/{ => Distributions}/GenericDist/GenericDist.resi (100%) rename packages/squiggle-lang/src/rescript/{ => Distributions}/GenericDist/GenericDist_Types.res (100%) rename packages/squiggle-lang/src/rescript/{ => Distributions}/GenericDist/README.md (100%) rename packages/squiggle-lang/src/rescript/{pointSetDist => Distributions/PointSetDist}/AlgebraicShapeCombination.res (100%) rename packages/squiggle-lang/src/rescript/{pointSetDist => Distributions/PointSetDist}/Continuous.res (100%) rename packages/squiggle-lang/src/rescript/{pointSetDist => Distributions/PointSetDist}/Discrete.res (100%) rename packages/squiggle-lang/src/rescript/{pointSetDist => Distributions/PointSetDist}/Distributions.res (100%) rename packages/squiggle-lang/src/rescript/{pointSetDist => Distributions/PointSetDist}/Mixed.res (100%) rename packages/squiggle-lang/src/rescript/{pointSetDist => Distributions/PointSetDist}/MixedShapeBuilder.res (100%) rename packages/squiggle-lang/src/rescript/{pointSetDist => Distributions/PointSetDist}/PointSetDist.res (100%) rename packages/squiggle-lang/src/rescript/{pointSetDist => Distributions/PointSetDist}/PointSetTypes.res (100%) rename packages/squiggle-lang/src/rescript/{pointSetDist => Distributions/PointSetDist}/XYShape.res (100%) rename packages/squiggle-lang/src/rescript/{sampleSet => Distributions/SampleSetDist}/Bandwidth.res (100%) rename packages/squiggle-lang/src/rescript/{sampleSet => Distributions/SampleSetDist}/KdeLibrary.js (100%) rename packages/squiggle-lang/src/rescript/{sampleSet => Distributions/SampleSetDist}/SampleSet.res (100%) rename packages/squiggle-lang/src/rescript/{symbolicDist => Distributions/SymbolicDist}/SymbolicDist.res (100%) rename packages/squiggle-lang/src/rescript/{symbolicDist => Distributions/SymbolicDist}/SymbolicDistTypes.res (100%) rename packages/squiggle-lang/src/rescript/{parser => OldParser}/Parser.res (100%) rename packages/squiggle-lang/src/rescript/{interpreter => oldInterpreter}/AST.res (100%) rename packages/squiggle-lang/src/rescript/{interpreter => oldInterpreter}/ASTEvaluator.res (100%) rename packages/squiggle-lang/src/rescript/{interpreter => oldInterpreter}/ASTTypes.res (100%) rename packages/squiggle-lang/src/rescript/{pointSetDist => oldInterpreter}/DistPlus.res (100%) rename packages/squiggle-lang/src/rescript/{interpreter => oldInterpreter}/typeSystem/HardcodedFunctions.res (100%) rename packages/squiggle-lang/src/rescript/{interpreter => oldInterpreter}/typeSystem/TypeSystem.res (100%) diff --git a/packages/squiggle-lang/__tests__/GenericDist/GenericOperation__Test.res b/packages/squiggle-lang/__tests__/GenericDist/GenericOperation__Test.res index 90d5a67c..aa921892 100644 --- a/packages/squiggle-lang/__tests__/GenericDist/GenericOperation__Test.res +++ b/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)) }) }) diff --git a/packages/squiggle-lang/src/rescript/GenericDist/GenericDist_GenericOperation.res b/packages/squiggle-lang/src/rescript/Distributions/DistributionOperation/DistributionOperation.res similarity index 100% rename from packages/squiggle-lang/src/rescript/GenericDist/GenericDist_GenericOperation.res rename to packages/squiggle-lang/src/rescript/Distributions/DistributionOperation/DistributionOperation.res diff --git a/packages/squiggle-lang/src/rescript/GenericDist/GenericDist_GenericOperation.resi b/packages/squiggle-lang/src/rescript/Distributions/DistributionOperation/DistributionOperation.resi similarity index 100% rename from packages/squiggle-lang/src/rescript/GenericDist/GenericDist_GenericOperation.resi rename to packages/squiggle-lang/src/rescript/Distributions/DistributionOperation/DistributionOperation.resi diff --git a/packages/squiggle-lang/src/rescript/GenericDist/GenericDist.res b/packages/squiggle-lang/src/rescript/Distributions/GenericDist/GenericDist.res similarity index 100% rename from packages/squiggle-lang/src/rescript/GenericDist/GenericDist.res rename to packages/squiggle-lang/src/rescript/Distributions/GenericDist/GenericDist.res diff --git a/packages/squiggle-lang/src/rescript/GenericDist/GenericDist.resi b/packages/squiggle-lang/src/rescript/Distributions/GenericDist/GenericDist.resi similarity index 100% rename from packages/squiggle-lang/src/rescript/GenericDist/GenericDist.resi rename to packages/squiggle-lang/src/rescript/Distributions/GenericDist/GenericDist.resi diff --git a/packages/squiggle-lang/src/rescript/GenericDist/GenericDist_Types.res b/packages/squiggle-lang/src/rescript/Distributions/GenericDist/GenericDist_Types.res similarity index 100% rename from packages/squiggle-lang/src/rescript/GenericDist/GenericDist_Types.res rename to packages/squiggle-lang/src/rescript/Distributions/GenericDist/GenericDist_Types.res diff --git a/packages/squiggle-lang/src/rescript/GenericDist/README.md b/packages/squiggle-lang/src/rescript/Distributions/GenericDist/README.md similarity index 100% rename from packages/squiggle-lang/src/rescript/GenericDist/README.md rename to packages/squiggle-lang/src/rescript/Distributions/GenericDist/README.md diff --git a/packages/squiggle-lang/src/rescript/pointSetDist/AlgebraicShapeCombination.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/AlgebraicShapeCombination.res similarity index 100% rename from packages/squiggle-lang/src/rescript/pointSetDist/AlgebraicShapeCombination.res rename to packages/squiggle-lang/src/rescript/Distributions/PointSetDist/AlgebraicShapeCombination.res diff --git a/packages/squiggle-lang/src/rescript/pointSetDist/Continuous.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Continuous.res similarity index 100% rename from packages/squiggle-lang/src/rescript/pointSetDist/Continuous.res rename to packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Continuous.res diff --git a/packages/squiggle-lang/src/rescript/pointSetDist/Discrete.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Discrete.res similarity index 100% rename from packages/squiggle-lang/src/rescript/pointSetDist/Discrete.res rename to packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Discrete.res diff --git a/packages/squiggle-lang/src/rescript/pointSetDist/Distributions.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Distributions.res similarity index 100% rename from packages/squiggle-lang/src/rescript/pointSetDist/Distributions.res rename to packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Distributions.res diff --git a/packages/squiggle-lang/src/rescript/pointSetDist/Mixed.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Mixed.res similarity index 100% rename from packages/squiggle-lang/src/rescript/pointSetDist/Mixed.res rename to packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Mixed.res diff --git a/packages/squiggle-lang/src/rescript/pointSetDist/MixedShapeBuilder.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/MixedShapeBuilder.res similarity index 100% rename from packages/squiggle-lang/src/rescript/pointSetDist/MixedShapeBuilder.res rename to packages/squiggle-lang/src/rescript/Distributions/PointSetDist/MixedShapeBuilder.res diff --git a/packages/squiggle-lang/src/rescript/pointSetDist/PointSetDist.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/PointSetDist.res similarity index 100% rename from packages/squiggle-lang/src/rescript/pointSetDist/PointSetDist.res rename to packages/squiggle-lang/src/rescript/Distributions/PointSetDist/PointSetDist.res diff --git a/packages/squiggle-lang/src/rescript/pointSetDist/PointSetTypes.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/PointSetTypes.res similarity index 100% rename from packages/squiggle-lang/src/rescript/pointSetDist/PointSetTypes.res rename to packages/squiggle-lang/src/rescript/Distributions/PointSetDist/PointSetTypes.res diff --git a/packages/squiggle-lang/src/rescript/pointSetDist/XYShape.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/XYShape.res similarity index 100% rename from packages/squiggle-lang/src/rescript/pointSetDist/XYShape.res rename to packages/squiggle-lang/src/rescript/Distributions/PointSetDist/XYShape.res diff --git a/packages/squiggle-lang/src/rescript/sampleSet/Bandwidth.res b/packages/squiggle-lang/src/rescript/Distributions/SampleSetDist/Bandwidth.res similarity index 100% rename from packages/squiggle-lang/src/rescript/sampleSet/Bandwidth.res rename to packages/squiggle-lang/src/rescript/Distributions/SampleSetDist/Bandwidth.res diff --git a/packages/squiggle-lang/src/rescript/sampleSet/KdeLibrary.js b/packages/squiggle-lang/src/rescript/Distributions/SampleSetDist/KdeLibrary.js similarity index 100% rename from packages/squiggle-lang/src/rescript/sampleSet/KdeLibrary.js rename to packages/squiggle-lang/src/rescript/Distributions/SampleSetDist/KdeLibrary.js diff --git a/packages/squiggle-lang/src/rescript/sampleSet/SampleSet.res b/packages/squiggle-lang/src/rescript/Distributions/SampleSetDist/SampleSet.res similarity index 100% rename from packages/squiggle-lang/src/rescript/sampleSet/SampleSet.res rename to packages/squiggle-lang/src/rescript/Distributions/SampleSetDist/SampleSet.res diff --git a/packages/squiggle-lang/src/rescript/symbolicDist/SymbolicDist.res b/packages/squiggle-lang/src/rescript/Distributions/SymbolicDist/SymbolicDist.res similarity index 100% rename from packages/squiggle-lang/src/rescript/symbolicDist/SymbolicDist.res rename to packages/squiggle-lang/src/rescript/Distributions/SymbolicDist/SymbolicDist.res diff --git a/packages/squiggle-lang/src/rescript/symbolicDist/SymbolicDistTypes.res b/packages/squiggle-lang/src/rescript/Distributions/SymbolicDist/SymbolicDistTypes.res similarity index 100% rename from packages/squiggle-lang/src/rescript/symbolicDist/SymbolicDistTypes.res rename to packages/squiggle-lang/src/rescript/Distributions/SymbolicDist/SymbolicDistTypes.res diff --git a/packages/squiggle-lang/src/rescript/parser/Parser.res b/packages/squiggle-lang/src/rescript/OldParser/Parser.res similarity index 100% rename from packages/squiggle-lang/src/rescript/parser/Parser.res rename to packages/squiggle-lang/src/rescript/OldParser/Parser.res diff --git a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res index 8fabdfa8..84e0697f 100644 --- a/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res +++ b/packages/squiggle-lang/src/rescript/ReducerInterface/ReducerInterface_GenericDistribution.res @@ -1,7 +1,7 @@ module ExpressionValue = ReducerInterface_ExpressionValue type expressionValue = ReducerInterface_ExpressionValue.expressionValue -let runGenericOperation = GenericDist_GenericOperation.run( +let runGenericOperation = DistributionOperation.run( ~env={ sampleCount: 1000, xyPointLength: 1000, @@ -86,7 +86,7 @@ module SymbolicConstructors = { let symbolicResultToOutput = ( symbolicResult: result, - ): option => + ): option => switch symbolicResult { | Ok(r) => Some(Dist(Symbolic(r))) | Error(r) => Some(GenDistError(Other(r))) @@ -98,7 +98,7 @@ module Math = { } let dispatchToGenericOutput = (call: ExpressionValue.functionCall): option< - GenericDist_GenericOperation.outputType, + DistributionOperation.outputType, > => { let (fnName, args) = call switch (fnName, args) { @@ -165,7 +165,7 @@ let dispatchToGenericOutput = (call: ExpressionValue.functionCall): option< } } -let genericOutputToReducerValue = (o: GenericDist_GenericOperation.outputType): result< +let genericOutputToReducerValue = (o: DistributionOperation.outputType): result< expressionValue, Reducer_ErrorValue.errorValue, > => diff --git a/packages/squiggle-lang/src/rescript/interpreter/AST.res b/packages/squiggle-lang/src/rescript/oldInterpreter/AST.res similarity index 100% rename from packages/squiggle-lang/src/rescript/interpreter/AST.res rename to packages/squiggle-lang/src/rescript/oldInterpreter/AST.res diff --git a/packages/squiggle-lang/src/rescript/interpreter/ASTEvaluator.res b/packages/squiggle-lang/src/rescript/oldInterpreter/ASTEvaluator.res similarity index 100% rename from packages/squiggle-lang/src/rescript/interpreter/ASTEvaluator.res rename to packages/squiggle-lang/src/rescript/oldInterpreter/ASTEvaluator.res diff --git a/packages/squiggle-lang/src/rescript/interpreter/ASTTypes.res b/packages/squiggle-lang/src/rescript/oldInterpreter/ASTTypes.res similarity index 100% rename from packages/squiggle-lang/src/rescript/interpreter/ASTTypes.res rename to packages/squiggle-lang/src/rescript/oldInterpreter/ASTTypes.res diff --git a/packages/squiggle-lang/src/rescript/pointSetDist/DistPlus.res b/packages/squiggle-lang/src/rescript/oldInterpreter/DistPlus.res similarity index 100% rename from packages/squiggle-lang/src/rescript/pointSetDist/DistPlus.res rename to packages/squiggle-lang/src/rescript/oldInterpreter/DistPlus.res diff --git a/packages/squiggle-lang/src/rescript/interpreter/typeSystem/HardcodedFunctions.res b/packages/squiggle-lang/src/rescript/oldInterpreter/typeSystem/HardcodedFunctions.res similarity index 100% rename from packages/squiggle-lang/src/rescript/interpreter/typeSystem/HardcodedFunctions.res rename to packages/squiggle-lang/src/rescript/oldInterpreter/typeSystem/HardcodedFunctions.res diff --git a/packages/squiggle-lang/src/rescript/interpreter/typeSystem/TypeSystem.res b/packages/squiggle-lang/src/rescript/oldInterpreter/typeSystem/TypeSystem.res similarity index 100% rename from packages/squiggle-lang/src/rescript/interpreter/typeSystem/TypeSystem.res rename to packages/squiggle-lang/src/rescript/oldInterpreter/typeSystem/TypeSystem.res From a2729f34cb103fb17f125e9ad49f9e63eb60228b Mon Sep 17 00:00:00 2001 From: Ozzie Gooen Date: Mon, 4 Apr 2022 13:41:22 -0400 Subject: [PATCH 15/20] Pulled out XYShape to be more separate --- packages/squiggle-lang/src/js/index.ts | 2 +- .../Distributions/DistributionTypes.res | 92 +++++++++++++++++++ .../AlgebraicShapeCombination.res | 3 +- .../Distributions/PointSetDist/Continuous.res | 45 ++++++++- .../Distributions/PointSetDist/Discrete.res | 3 +- .../Distributions/PointSetDist/Mixed.res | 4 +- .../PointSetDist/PointSetTypes.res | 19 +--- .../PointSetDist => utility}/XYShape.res | 61 ++++-------- 8 files changed, 164 insertions(+), 65 deletions(-) create mode 100644 packages/squiggle-lang/src/rescript/Distributions/DistributionTypes.res rename packages/squiggle-lang/src/rescript/{Distributions/PointSetDist => utility}/XYShape.res (90%) diff --git a/packages/squiggle-lang/src/js/index.ts b/packages/squiggle-lang/src/js/index.ts index cee2987d..7856ef6f 100644 --- a/packages/squiggle-lang/src/js/index.ts +++ b/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, diff --git a/packages/squiggle-lang/src/rescript/Distributions/DistributionTypes.res b/packages/squiggle-lang/src/rescript/Distributions/DistributionTypes.res new file mode 100644 index 00000000..a3e249d3 --- /dev/null +++ b/packages/squiggle-lang/src/rescript/Distributions/DistributionTypes.res @@ -0,0 +1,92 @@ +type genericDist = + | PointSet(PointSetTypes.pointSetDist) + | SampleSet(array) + | 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, option) + | 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` + } +} diff --git a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/AlgebraicShapeCombination.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/AlgebraicShapeCombination.res index 9cfdc66d..d94bd4a5 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/AlgebraicShapeCombination.res +++ b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/AlgebraicShapeCombination.res @@ -118,13 +118,14 @@ let combineShapesContinuousContinuous = ( | #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: I don't know what the variances are for exponentatiation or logarithms // 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. } diff --git a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Continuous.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Continuous.res index 92654b35..f01457b7 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Continuous.res +++ b/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, ) }) diff --git a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Discrete.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Discrete.res index 3e2cc2ce..3b689453 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Discrete.res +++ b/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) } }) \ No newline at end of file diff --git a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Mixed.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Mixed.res index cdccdeb2..e05bd408 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/Mixed.res +++ b/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 } diff --git a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/PointSetTypes.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/PointSetTypes.res index 15fbd4c3..2d7947c0 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/PointSetTypes.res +++ b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/PointSetTypes.res @@ -14,21 +14,10 @@ type distributionType = [ | #CDF ] -type xyShape = { - xs: array, - ys: array, -} - -type interpolationStrategy = [ - | #Stepwise - | #Linear -] -type extrapolationStrategy = [ - | #UseZero - | #UseOutermostPoints -] - -type interpolator = (xyShape, int, float) => float +type xyShape = XYShape.xyShape; +type interpolationStrategy = XYShape.interpolationStrategy; +type extrapolationStrategy = XYShape.extrapolationStrategy; +type interpolator = XYShape.extrapolationStrategy; type rec continuousShape = { xyShape: xyShape, diff --git a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/XYShape.res b/packages/squiggle-lang/src/rescript/utility/XYShape.res similarity index 90% rename from packages/squiggle-lang/src/rescript/Distributions/PointSetDist/XYShape.res rename to packages/squiggle-lang/src/rescript/utility/XYShape.res index 6cadec60..ec2df9f8 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/XYShape.res +++ b/packages/squiggle-lang/src/rescript/utility/XYShape.res @@ -1,4 +1,18 @@ -open PointSetTypes +type xyShape = { + xs: array, + ys: array, +} + +type interpolationStrategy = [ + | #Stepwise + | #Linear +] +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 +39,7 @@ 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 +141,8 @@ 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 +407,9 @@ 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) } From 6b69a94a1a01fbe53db731a51a4294b924a09585 Mon Sep 17 00:00:00 2001 From: Ozzie Gooen Date: Tue, 5 Apr 2022 15:09:47 -0400 Subject: [PATCH 16/20] Added OldInterpreter files --- .../src/rescript/OldInterpreter/AST.res | 24 ++ .../rescript/OldInterpreter/ASTEvaluator.res | 257 ++++++++++++++++++ .../src/rescript/OldInterpreter/ASTTypes.res | 233 ++++++++++++++++ .../src/rescript/OldInterpreter/DistPlus.res | 116 ++++++++ .../typeSystem/HardcodedFunctions.res | 234 ++++++++++++++++ .../OldInterpreter/typeSystem/TypeSystem.res | 204 ++++++++++++++ 6 files changed, 1068 insertions(+) create mode 100644 packages/squiggle-lang/src/rescript/OldInterpreter/AST.res create mode 100644 packages/squiggle-lang/src/rescript/OldInterpreter/ASTEvaluator.res create mode 100644 packages/squiggle-lang/src/rescript/OldInterpreter/ASTTypes.res create mode 100644 packages/squiggle-lang/src/rescript/OldInterpreter/DistPlus.res create mode 100644 packages/squiggle-lang/src/rescript/OldInterpreter/typeSystem/HardcodedFunctions.res create mode 100644 packages/squiggle-lang/src/rescript/OldInterpreter/typeSystem/TypeSystem.res diff --git a/packages/squiggle-lang/src/rescript/OldInterpreter/AST.res b/packages/squiggle-lang/src/rescript/OldInterpreter/AST.res new file mode 100644 index 00000000..2dca6ffc --- /dev/null +++ b/packages/squiggle-lang/src/rescript/OldInterpreter/AST.res @@ -0,0 +1,24 @@ +open ASTTypes + +let toString = ASTTypes.Node.toString + +let envs = (samplingInputs, environment) => { + samplingInputs: samplingInputs, + environment: environment, + evaluateNode: ASTEvaluator.toLeaf, +} + +let toLeaf = (samplingInputs, environment, node: node) => + ASTEvaluator.toLeaf(envs(samplingInputs, environment), node) + +let toPointSetDist = (samplingInputs, environment, node: node) => + switch toLeaf(samplingInputs, environment, node) { + | Ok(#RenderedDist(pointSetDist)) => Ok(pointSetDist) + | Ok(_) => Error("Rendering failed.") + | Error(e) => Error(e) + } + +let runFunction = (samplingInputs, environment, inputs, fn: ASTTypes.Function.t) => { + let params = envs(samplingInputs, environment) + ASTTypes.Function.run(params, inputs, fn) +} \ No newline at end of file diff --git a/packages/squiggle-lang/src/rescript/OldInterpreter/ASTEvaluator.res b/packages/squiggle-lang/src/rescript/OldInterpreter/ASTEvaluator.res new file mode 100644 index 00000000..44c5565e --- /dev/null +++ b/packages/squiggle-lang/src/rescript/OldInterpreter/ASTEvaluator.res @@ -0,0 +1,257 @@ +open ASTTypes + +type tResult = node => result + +/* Given two random variables A and B, this returns the distribution + of a new variable that is the result of the operation on A and B. + For instance, normal(0, 1) + normal(1, 1) -> normal(1, 2). + In general, this is implemented via convolution. */ +module AlgebraicCombination = { + let tryAnalyticalSimplification = (operation, t1: node, t2: node) => + switch (operation, t1, t2) { + | (operation, #SymbolicDist(d1), #SymbolicDist(d2)) => + switch SymbolicDist.T.tryAnalyticalSimplification(d1, d2, operation) { + | #AnalyticalSolution(symbolicDist) => Ok(#SymbolicDist(symbolicDist)) + | #Error(er) => Error(er) + | #NoSolution => Ok(#AlgebraicCombination(operation, t1, t2)) + } + | _ => Ok(#AlgebraicCombination(operation, t1, t2)) + } + + let combinationByRendering = (evaluationParams, algebraicOp, t1: node, t2: node): result< + node, + string, + > => + E.R.merge( + Node.ensureIsRenderedAndGetShape(evaluationParams, t1), + Node.ensureIsRenderedAndGetShape(evaluationParams, t2), + ) |> E.R.fmap(((a, b)) => #RenderedDist(PointSetDist.combineAlgebraically(algebraicOp, a, b))) + + let nodeScore: node => int = x => + switch x { + | #SymbolicDist(#Float(_)) => 1 + | #SymbolicDist(_) => 1000 + | #RenderedDist(Discrete(m)) => m.xyShape |> XYShape.T.length + | #RenderedDist(Mixed(_)) => 1000 + | #RenderedDist(Continuous(_)) => 1000 + | _ => 1000 + } + + let choose = (t1: node, t2: node) => + nodeScore(t1) * nodeScore(t2) > 10000 ? #Sampling : #Analytical + + let combine = (evaluationParams, algebraicOp, t1: node, t2: node): result => + E.R.merge( + ASTTypes.SamplingDistribution.renderIfIsNotSamplingDistribution(evaluationParams, t1), + ASTTypes.SamplingDistribution.renderIfIsNotSamplingDistribution(evaluationParams, t2), + ) |> E.R.bind(_, ((a, b)) => + switch choose(a, b) { + | #Sampling => + ASTTypes.SamplingDistribution.combineShapesUsingSampling( + evaluationParams, + algebraicOp, + a, + b, + ) + | #Analytical => combinationByRendering(evaluationParams, algebraicOp, a, b) + } + ) + + let operationToLeaf = ( + evaluationParams: evaluationParams, + algebraicOp: Operation.algebraicOperation, + t1: node, + t2: node, + ): result => + algebraicOp + |> tryAnalyticalSimplification(_, t1, t2) + |> E.R.bind(_, x => + switch x { + | #SymbolicDist(_) as t => Ok(t) + | _ => combine(evaluationParams, algebraicOp, t1, t2) + } + ) +} + +module PointwiseCombination = { + //TODO: This is crude and slow. It forces everything to be pointSetDist, even though much + //of the process could happen on symbolic distributions without a conversion to be a pointSetDist. + let pointwiseAdd = (evaluationParams: evaluationParams, t1: node, t2: node) => + switch (Node.render(evaluationParams, t1), Node.render(evaluationParams, t2)) { + | (Ok(#RenderedDist(rs1)), Ok(#RenderedDist(rs2))) => + Ok( + #RenderedDist( + PointSetDist.combinePointwise( + ~integralSumCachesFn=(a, b) => Some(a +. b), + ~integralCachesFn=(a, b) => Some( + Continuous.combinePointwise(~distributionType=#CDF, \"+.", a, b), + ), + \"+.", + rs1, + rs2, + ), + ), + ) + | (Error(e1), _) => Error(e1) + | (_, Error(e2)) => Error(e2) + | _ => Error("Pointwise combination: rendering failed.") + } + + let pointwiseCombine = (fn, evaluationParams: evaluationParams, t1: node, t2: node) => + switch // TODO: construct a function that we can easily sample from, to construct + // a RenderedDist. Use the xMin and xMax of the rendered pointSetDists to tell the sampling function where to look. + // TODO: This should work for symbolic distributions too! + (Node.render(evaluationParams, t1), Node.render(evaluationParams, t2)) { + | (Ok(#RenderedDist(rs1)), Ok(#RenderedDist(rs2))) => + Ok(#RenderedDist(PointSetDist.combinePointwise(fn, rs1, rs2))) + | (Error(e1), _) => Error(e1) + | (_, Error(e2)) => Error(e2) + | _ => Error("Pointwise combination: rendering failed.") + } + + let operationToLeaf = ( + evaluationParams: evaluationParams, + pointwiseOp: Operation.pointwiseOperation, + t1: node, + t2: node, + ) => + switch pointwiseOp { + | #Add => pointwiseAdd(evaluationParams, t1, t2) + | #Multiply => pointwiseCombine(\"*.", evaluationParams, t1, t2) + | #Exponentiate => pointwiseCombine(\"**", evaluationParams, t1, t2) + } +} + +module Truncate = { + type simplificationResult = [ + | #Solution(ASTTypes.node) + | #Error(string) + | #NoSolution + ] + + let trySimplification = (leftCutoff, rightCutoff, t): simplificationResult => + switch (leftCutoff, rightCutoff, t) { + | (None, None, t) => #Solution(t) + | (Some(lc), Some(rc), _) if lc > rc => + #Error("Left truncation bound must be smaller than right truncation bound.") + | (lc, rc, #SymbolicDist(#Uniform(u))) => + #Solution(#SymbolicDist(#Uniform(SymbolicDist.Uniform.truncate(lc, rc, u)))) + | _ => #NoSolution + } + + let truncateAsShape = (evaluationParams: evaluationParams, leftCutoff, rightCutoff, t) => + switch // TODO: use named args for xMin/xMax in renderToShape; if we're lucky we can at least get the tail + // of a distribution we otherwise wouldn't get at all + Node.ensureIsRendered(evaluationParams, t) { + | Ok(#RenderedDist(rs)) => + Ok(#RenderedDist(PointSetDist.T.truncate(leftCutoff, rightCutoff, rs))) + | Error(e) => Error(e) + | _ => Error("Could not truncate distribution.") + } + + let operationToLeaf = ( + evaluationParams, + leftCutoff: option, + rightCutoff: option, + t: node, + ): result => + t + |> trySimplification(leftCutoff, rightCutoff) + |> ( + x => + switch x { + | #Solution(t) => Ok(t) + | #Error(e) => Error(e) + | #NoSolution => truncateAsShape(evaluationParams, leftCutoff, rightCutoff, t) + } + ) +} + +module Normalize = { + let rec operationToLeaf = (evaluationParams, t: node): result => + switch t { + | #RenderedDist(s) => Ok(#RenderedDist(PointSetDist.T.normalize(s))) + | #SymbolicDist(_) => Ok(t) + | _ => ASTTypes.Node.evaluateAndRetry(evaluationParams, operationToLeaf, t) + } +} + +module FunctionCall = { + let _runHardcodedFunction = (name, evaluationParams, args) => + TypeSystem.Function.Ts.findByNameAndRun(HardcodedFunctions.all, name, evaluationParams, args) + + let _runLocalFunction = (name, evaluationParams: evaluationParams, args) => + Environment.getFunction(evaluationParams.environment, name) |> E.R.bind(_, ((argNames, fn)) => + ASTTypes.Function.run(evaluationParams, args, (argNames, fn)) + ) + + let _runWithEvaluatedInputs = ( + evaluationParams: ASTTypes.evaluationParams, + name, + args: array, + ) => + _runHardcodedFunction(name, evaluationParams, args) |> E.O.default( + _runLocalFunction(name, evaluationParams, args), + ) + + // TODO: This forces things to be floats + let run = (evaluationParams, name, args) => + args + |> E.A.fmap(a => evaluationParams.evaluateNode(evaluationParams, a)) + |> E.A.R.firstErrorOrOpen + |> E.R.bind(_, _runWithEvaluatedInputs(evaluationParams, name)) +} + +module Render = { + let rec operationToLeaf = (evaluationParams: evaluationParams, t: node): result => + switch t { + | #Function(_) => Error("Cannot render a function") + | #SymbolicDist(d) => + Ok( + #RenderedDist( + SymbolicDist.T.toPointSetDist(evaluationParams.samplingInputs.pointSetDistLength, d), + ), + ) + | #RenderedDist(_) as t => Ok(t) // already a rendered pointSetDist, we're done here + | _ => ASTTypes.Node.evaluateAndRetry(evaluationParams, operationToLeaf, t) + } +} + +/* This function recursively goes through the nodes of the parse tree, + replacing each Operation node and its subtree with a Data node. + Whenever possible, the replacement produces a new Symbolic Data node, + but most often it will produce a RenderedDist. + This function is used mainly to turn a parse tree into a single RenderedDist + that can then be displayed to the user. */ +let rec toLeaf = (evaluationParams: ASTTypes.evaluationParams, node: node): result => + switch node { + // Leaf nodes just stay leaf nodes + | #SymbolicDist(_) + | #Function(_) + | #RenderedDist(_) => + Ok(node) + | #Array(args) => + args |> E.A.fmap(toLeaf(evaluationParams)) |> E.A.R.firstErrorOrOpen |> E.R.fmap(r => #Array(r)) + // Operations nevaluationParamsd to be turned into leaves + | #AlgebraicCombination(algebraicOp, t1, t2) => + AlgebraicCombination.operationToLeaf(evaluationParams, algebraicOp, t1, t2) + | #PointwiseCombination(pointwiseOp, t1, t2) => + PointwiseCombination.operationToLeaf(evaluationParams, pointwiseOp, t1, t2) + | #Truncate(leftCutoff, rightCutoff, t) => + Truncate.operationToLeaf(evaluationParams, leftCutoff, rightCutoff, t) + | #Normalize(t) => Normalize.operationToLeaf(evaluationParams, t) + | #Render(t) => Render.operationToLeaf(evaluationParams, t) + | #Hash(t) => + t + |> E.A.fmap(((name: string, node: node)) => + toLeaf(evaluationParams, node) |> E.R.fmap(r => (name, r)) + ) + |> E.A.R.firstErrorOrOpen + |> E.R.fmap(r => #Hash(r)) + | #Symbol(r) => + ASTTypes.Environment.get(evaluationParams.environment, r) + |> E.O.toResult("Undeclared variable " ++ r) + |> E.R.bind(_, toLeaf(evaluationParams)) + | #FunctionCall(name, args) => + FunctionCall.run(evaluationParams, name, args) |> E.R.bind(_, toLeaf(evaluationParams)) + } diff --git a/packages/squiggle-lang/src/rescript/OldInterpreter/ASTTypes.res b/packages/squiggle-lang/src/rescript/OldInterpreter/ASTTypes.res new file mode 100644 index 00000000..31217374 --- /dev/null +++ b/packages/squiggle-lang/src/rescript/OldInterpreter/ASTTypes.res @@ -0,0 +1,233 @@ +@genType +type rec hash = array<(string, node)> +and node = [ + | #SymbolicDist(SymbolicDistTypes.symbolicDist) + | #RenderedDist(PointSetTypes.pointSetDist) + | #Symbol(string) + | #Hash(hash) + | #Array(array) + | #Function(array, node) + | #AlgebraicCombination(Operation.algebraicOperation, node, node) + | #PointwiseCombination(Operation.pointwiseOperation, node, node) + | #Normalize(node) + | #Render(node) + | #Truncate(option, option, node) + | #FunctionCall(string, array) +] + +type statement = [ + | #Assignment(string, node) + | #Expression(node) +] +type program = array + +type environment = Belt.Map.String.t + +type rec evaluationParams = { + samplingInputs: SamplingInputs.samplingInputs, + environment: environment, + evaluateNode: (evaluationParams, node) => Belt.Result.t, +} + +module Environment = { + type t = environment + module MS = Belt.Map.String + let fromArray = MS.fromArray + let empty: t = []->fromArray + let mergeKeepSecond = (a: t, b: t) => + MS.merge(a, b, (_, a, b) => + switch (a, b) { + | (_, Some(b)) => Some(b) + | (Some(a), _) => Some(a) + | _ => None + } + ) + let update = (t, str, fn) => MS.update(t, str, fn) + let get = (t: t, str) => MS.get(t, str) + let getFunction = (t: t, str) => + switch get(t, str) { + | Some(#Function(argNames, fn)) => Ok((argNames, fn)) + | _ => Error("Function " ++ (str ++ " not found")) + } +} + +module Node = { + let getFloat = (node: node) => + node |> ( + x => + switch x { + | #RenderedDist(Discrete({xyShape: {xs: [x], ys: [1.0]}})) => Some(x) + | #SymbolicDist(#Float(x)) => Some(x) + | _ => None + } + ) + + let evaluate = (evaluationParams: evaluationParams) => + evaluationParams.evaluateNode(evaluationParams) + + let evaluateAndRetry = (evaluationParams, fn, node) => + node |> evaluationParams.evaluateNode(evaluationParams) |> E.R.bind(_, fn(evaluationParams)) + + let rec toString: node => string = x => + switch x { + | #SymbolicDist(d) => SymbolicDist.T.toString(d) + | #RenderedDist(_) => "[renderedShape]" + | #AlgebraicCombination(op, t1, t2) => + Operation.Algebraic.format(op, toString(t1), toString(t2)) + | #PointwiseCombination(op, t1, t2) => + Operation.Pointwise.format(op, toString(t1), toString(t2)) + | #Normalize(t) => "normalize(k" ++ (toString(t) ++ ")") + | #Truncate(lc, rc, t) => Operation.Truncate.toString(lc, rc, toString(t)) + | #Render(t) => toString(t) + | #Symbol(t) => "Symbol: " ++ t + | #FunctionCall(name, args) => + "[Function call: (" ++ + (name ++ + ((args |> E.A.fmap(toString) |> Js.String.concatMany(_, ",")) ++ ")]")) + | #Function(args, internal) => + "[Function: (" ++ ((args |> Js.String.concatMany(_, ",")) ++ (toString(internal) ++ ")]")) + | #Array(a) => "[" ++ ((a |> E.A.fmap(toString) |> Js.String.concatMany(_, ",")) ++ "]") + | #Hash(h) => + "{" ++ + ((h + |> E.A.fmap(((name, value)) => name ++ (":" ++ toString(value))) + |> Js.String.concatMany(_, ",")) ++ + "}") + } + + let render = (evaluationParams: evaluationParams, r) => #Render(r) |> evaluate(evaluationParams) + + let ensureIsRendered = (params, t) => + switch t { + | #RenderedDist(_) => Ok(t) + | _ => + switch render(params, t) { + | Ok(#RenderedDist(r)) => Ok(#RenderedDist(r)) + | Ok(_) => Error("Did not render as requested") + | Error(e) => Error(e) + } + } + + let ensureIsRenderedAndGetShape = (params, t) => + switch ensureIsRendered(params, t) { + | Ok(#RenderedDist(r)) => Ok(r) + | Ok(_) => Error("Did not render as requested") + | Error(e) => Error(e) + } + + let toPointSetDist = (item: node) => + switch item { + | #RenderedDist(r) => Some(r) + | _ => None + } + + let _toFloat = (t: PointSetTypes.pointSetDist) => + switch t { + | Discrete({xyShape: {xs: [x], ys: [1.0]}}) => Some(#SymbolicDist(#Float(x))) + | _ => None + } + + let toFloat = (item: node): result => + item |> toPointSetDist |> E.O.bind(_, _toFloat) |> E.O.toResult("Not valid shape") +} + +module Function = { + type t = (array, node) + let fromNode: node => option = node => + switch node { + | #Function(r) => Some(r) + | _ => None + } + let argumentNames = ((a, _): t) => a + let internals = ((_, b): t) => b + let run = (evaluationParams: evaluationParams, args: array, t: t) => + if E.A.length(args) == E.A.length(argumentNames(t)) { + let newEnvironment = Belt.Array.zip(argumentNames(t), args) |> Environment.fromArray + let newEvaluationParams: evaluationParams = { + samplingInputs: evaluationParams.samplingInputs, + environment: Environment.mergeKeepSecond(evaluationParams.environment, newEnvironment), + evaluateNode: evaluationParams.evaluateNode, + } + evaluationParams.evaluateNode(newEvaluationParams, internals(t)) + } else { + Error("Wrong number of variables") + } +} + +module SamplingDistribution = { + type t = [ + | #SymbolicDist(SymbolicDistTypes.symbolicDist) + | #RenderedDist(PointSetTypes.pointSetDist) + ] + + let isSamplingDistribution: node => bool = x => + switch x { + | #SymbolicDist(_) => true + | #RenderedDist(_) => true + | _ => false + } + + let fromNode: node => result = x => + switch x { + | #SymbolicDist(n) => Ok(#SymbolicDist(n)) + | #RenderedDist(n) => Ok(#RenderedDist(n)) + | _ => Error("Not valid type") + } + + let renderIfIsNotSamplingDistribution = (params, t): result => + !isSamplingDistribution(t) + ? switch Node.render(params, t) { + | Ok(r) => Ok(r) + | Error(e) => Error(e) + } + : Ok(t) + + let map = (~renderedDistFn, ~symbolicDistFn, node: node) => + node |> ( + x => + switch x { + | #RenderedDist(r) => Some(renderedDistFn(r)) + | #SymbolicDist(s) => Some(symbolicDistFn(s)) + | _ => None + } + ) + + let sampleN = n => + map(~renderedDistFn=PointSetDist.sampleNRendered(n), ~symbolicDistFn=SymbolicDist.T.sampleN(n)) + + let getCombinationSamples = (n, algebraicOp, t1: node, t2: node) => + switch (sampleN(n, t1), sampleN(n, t2)) { + | (Some(a), Some(b)) => + Some( + Belt.Array.zip(a, b) |> E.A.fmap(((a, b)) => Operation.Algebraic.toFn(algebraicOp, a, b)), + ) + | _ => None + } + + let combineShapesUsingSampling = ( + evaluationParams: evaluationParams, + algebraicOp, + t1: node, + t2: node, + ) => { + let i1 = renderIfIsNotSamplingDistribution(evaluationParams, t1) + let i2 = renderIfIsNotSamplingDistribution(evaluationParams, t2) + E.R.merge(i1, i2) |> E.R.bind(_, ((a, b)) => { + let samples = getCombinationSamples( + evaluationParams.samplingInputs.sampleCount, + algebraicOp, + a, + b, + ) + + let pointSetDist = + samples + |> E.O.fmap(r => + SampleSet.toPointSetDist(~samplingInputs=evaluationParams.samplingInputs, ~samples=r, ()) + ) + |> E.O.bind(_, r => r.pointSetDist) + |> E.O.toResult("No response") + pointSetDist |> E.R.fmap(r => #Normalize(#RenderedDist(r))) + }) + } +} diff --git a/packages/squiggle-lang/src/rescript/OldInterpreter/DistPlus.res b/packages/squiggle-lang/src/rescript/OldInterpreter/DistPlus.res new file mode 100644 index 00000000..2b1688b0 --- /dev/null +++ b/packages/squiggle-lang/src/rescript/OldInterpreter/DistPlus.res @@ -0,0 +1,116 @@ +open PointSetTypes; + +@genType +type t = PointSetTypes.distPlus; + +let pointSetDistIntegral = pointSetDist => PointSetDist.T.Integral.get(pointSetDist); +let make = + ( + ~pointSetDist, + ~squiggleString, + (), + ) + : t => { + let integral = pointSetDistIntegral(pointSetDist); + {pointSetDist, integralCache: integral, squiggleString}; +}; + +let update = + ( + ~pointSetDist=?, + ~integralCache=?, + ~squiggleString=?, + t: t, + ) => { + pointSetDist: E.O.default(t.pointSetDist, pointSetDist), + integralCache: E.O.default(t.integralCache, integralCache), + squiggleString: E.O.default(t.squiggleString, squiggleString), +}; + +let updateShape = (pointSetDist, t) => { + let integralCache = pointSetDistIntegral(pointSetDist); + update(~pointSetDist, ~integralCache, t); +}; + +let toPointSetDist = ({pointSetDist, _}: t) => pointSetDist; + +let pointSetDistFn = (fn, {pointSetDist}: t) => fn(pointSetDist); + +module T = + Distributions.Dist({ + type t = PointSetTypes.distPlus; + type integral = PointSetTypes.distPlus; + let toPointSetDist = toPointSetDist; + let toContinuous = pointSetDistFn(PointSetDist.T.toContinuous); + let toDiscrete = pointSetDistFn(PointSetDist.T.toDiscrete); + + let normalize = (t: t): t => { + let normalizedShape = t |> toPointSetDist |> PointSetDist.T.normalize; + t |> updateShape(normalizedShape); + }; + + let truncate = (leftCutoff, rightCutoff, t: t): t => { + let truncatedShape = + t + |> toPointSetDist + |> PointSetDist.T.truncate(leftCutoff, rightCutoff); + + t |> updateShape(truncatedShape); + }; + + let xToY = (f, t: t) => + t + |> toPointSetDist + |> PointSetDist.T.xToY(f); + + let minX = pointSetDistFn(PointSetDist.T.minX); + let maxX = pointSetDistFn(PointSetDist.T.maxX); + let toDiscreteProbabilityMassFraction = + pointSetDistFn(PointSetDist.T.toDiscreteProbabilityMassFraction); + + // This bit is kind of awkward, could probably use rethinking. + let integral = (t: t) => + updateShape(Continuous(t.integralCache), t); + + let updateIntegralCache = (integralCache: option, t) => + update(~integralCache=E.O.default(t.integralCache, integralCache), t); + + let downsample = (i, t): t => + updateShape(t |> toPointSetDist |> PointSetDist.T.downsample(i), t); + // todo: adjust for limit, maybe? + let mapY = + ( + ~integralSumCacheFn=previousIntegralSum => None, + ~integralCacheFn=previousIntegralCache => None, + ~fn, + {pointSetDist, _} as t: t, + ) + : t => + PointSetDist.T.mapY(~integralSumCacheFn, ~fn, pointSetDist) + |> updateShape(_, t); + + // get the total of everything + let integralEndY = (t: t) => { + PointSetDist.T.Integral.sum( + toPointSetDist(t), + ); + }; + + // TODO: Fix this below, obviously. Adjust for limits + let integralXtoY = (f, t: t) => { + PointSetDist.T.Integral.xToY( + f, + toPointSetDist(t), + ) + }; + + // TODO: This part is broken when there is a limit, if this is supposed to be taken into account. + let integralYtoX = (f, t: t) => { + PointSetDist.T.Integral.yToX(f, toPointSetDist(t)); + }; + + let mean = (t: t) => { + PointSetDist.T.mean(t.pointSetDist); + }; + let variance = (t: t) => PointSetDist.T.variance(t.pointSetDist); + }); diff --git a/packages/squiggle-lang/src/rescript/OldInterpreter/typeSystem/HardcodedFunctions.res b/packages/squiggle-lang/src/rescript/OldInterpreter/typeSystem/HardcodedFunctions.res new file mode 100644 index 00000000..cf8fe470 --- /dev/null +++ b/packages/squiggle-lang/src/rescript/OldInterpreter/typeSystem/HardcodedFunctions.res @@ -0,0 +1,234 @@ +open TypeSystem + +let wrongInputsError = (r: array) => { + let inputs = r |> E.A.fmap(TypedValue.toString) |> Js.String.concatMany(_, ",") + Js.log3("Inputs were", inputs, r) + Error("Wrong inputs. The inputs were:" ++ inputs) +} + +let to_: (float, float) => result = (low, high) => + switch (low, high) { + | (low, high) if low <= 0.0 && low < high => + Ok(#SymbolicDist(SymbolicDist.Normal.from90PercentCI(low, high))) + | (low, high) if low < high => + Ok(#SymbolicDist(SymbolicDist.Lognormal.from90PercentCI(low, high))) + | (_, _) => Error("Low value must be less than high value.") + } + +let makeSymbolicFromTwoFloats = (name, fn) => + Function.T.make( + ~name, + ~outputType=#SamplingDistribution, + ~inputTypes=[#Float, #Float], + ~run=x => + switch x { + | [#Float(a), #Float(b)] => fn(a, b) |> E.R.fmap(r => (#SymbolicDist(r))) + | e => wrongInputsError(e) + }, + (), + ) + +let makeSymbolicFromOneFloat = (name, fn) => + Function.T.make( + ~name, + ~outputType=#SamplingDistribution, + ~inputTypes=[#Float], + ~run=x => + switch x { + | [#Float(a)] => fn(a) |> E.R.fmap(r => #SymbolicDist(r)) + | e => wrongInputsError(e) + }, + (), + ) + +let makeDistFloat = (name, fn) => + Function.T.make( + ~name, + ~outputType=#SamplingDistribution, + ~inputTypes=[#SamplingDistribution, #Float], + ~run=x => + switch x { + | [#SamplingDist(a), #Float(b)] => fn(a, b) + | [#RenderedDist(a), #Float(b)] => fn(#RenderedDist(a), b) + | e => wrongInputsError(e) + }, + (), + ) + +let makeRenderedDistFloat = (name, fn) => + Function.T.make( + ~name, + ~outputType=#RenderedDistribution, + ~inputTypes=[#RenderedDistribution, #Float], + ~shouldCoerceTypes=true, + ~run=x => + switch x { + | [#RenderedDist(a), #Float(b)] => fn(a, b) + | e => wrongInputsError(e) + }, + (), + ) + +let makeDist = (name, fn) => + Function.T.make( + ~name, + ~outputType=#SamplingDistribution, + ~inputTypes=[#SamplingDistribution], + ~run=x => + switch x { + | [#SamplingDist(a)] => fn(a) + | [#RenderedDist(a)] => fn(#RenderedDist(a)) + | e => wrongInputsError(e) + }, + (), + ) + +let floatFromDist = ( + distToFloatOp: Operation.distToFloatOperation, + t: TypeSystem.samplingDist, +): result => + switch t { + | #SymbolicDist(s) => + SymbolicDist.T.operate(distToFloatOp, s) |> E.R.bind(_, v => Ok(#SymbolicDist(#Float(v)))) + | #RenderedDist(rs) => PointSetDist.operate(distToFloatOp, rs) |> (v => Ok(#SymbolicDist(#Float(v)))) + } + +let verticalScaling = (scaleOp, rs, scaleBy) => { + // scaleBy has to be a single float, otherwise we'll return an error. + let fn = (secondary, main) => Operation.Scale.toFn(scaleOp, main, secondary) + let integralSumCacheFn = Operation.Scale.toIntegralSumCacheFn(scaleOp) + let integralCacheFn = Operation.Scale.toIntegralCacheFn(scaleOp) + Ok( + #RenderedDist( + PointSetDist.T.mapY( + ~integralSumCacheFn=integralSumCacheFn(scaleBy), + ~integralCacheFn=integralCacheFn(scaleBy), + ~fn=fn(scaleBy), + rs, + ), + ), + ) +} + +module Multimodal = { + let getByNameResult = Hash.getByNameResult + + let _paramsToDistsAndWeights = (r: array) => + switch r { + | [#Hash(r)] => + let dists = + getByNameResult(r, "dists") + ->E.R.bind(TypeSystem.TypedValue.toArray) + ->E.R.bind(r => r |> E.A.fmap(TypeSystem.TypedValue.toDist) |> E.A.R.firstErrorOrOpen) + let weights = + getByNameResult(r, "weights") + ->E.R.bind(TypeSystem.TypedValue.toArray) + ->E.R.bind(r => r |> E.A.fmap(TypeSystem.TypedValue.toFloat) |> E.A.R.firstErrorOrOpen) + + E.R.merge(dists, weights) -> E.R.bind(((a, b)) => + E.A.length(b) > E.A.length(a) ? + Error("Too many weights provided") : + Ok(E.A.zipMaxLength(a, b) |> E.A.fmap(((a, b)) => (a |> E.O.toExn(""), b |> E.O.default(1.0)))) + ) + | _ => Error("Needs items") + } + let _runner: array => result = r => { + let paramsToDistsAndWeights = + _paramsToDistsAndWeights(r) |> E.R.fmap( + E.A.fmap(((dist, weight)) => + #FunctionCall("scaleMultiply", [dist, #SymbolicDist(#Float(weight))]) + ), + ) + let pointwiseSum: result = + paramsToDistsAndWeights->E.R.bind(E.R.errorIfCondition(E.A.isEmpty, "Needs one input")) + |> E.R.fmap(r => + r + |> Js.Array.sliceFrom(1) + |> E.A.fold_left((acc, x) => #PointwiseCombination(#Add, acc, x), E.A.unsafe_get(r, 0)) + ) + pointwiseSum + } + + let _function = Function.T.make( + ~name="multimodal", + ~outputType=#SamplingDistribution, + ~inputTypes=[#Hash([("dists", #Array(#SamplingDistribution)), ("weights", #Array(#Float))])], + ~run=_runner, + (), + ) +} + +let all = [ + makeSymbolicFromTwoFloats("normal", SymbolicDist.Normal.make), + makeSymbolicFromTwoFloats("uniform", SymbolicDist.Uniform.make), + makeSymbolicFromTwoFloats("beta", SymbolicDist.Beta.make), + makeSymbolicFromTwoFloats("lognormal", SymbolicDist.Lognormal.make), + makeSymbolicFromTwoFloats("lognormalFromMeanAndStdDev", SymbolicDist.Lognormal.fromMeanAndStdev), + makeSymbolicFromOneFloat("exponential", SymbolicDist.Exponential.make), + Function.T.make( + ~name="to", + ~outputType=#SamplingDistribution, + ~inputTypes=[#Float, #Float], + ~run=x => + switch x { + | [#Float(a), #Float(b)] => to_(a, b) + | e => wrongInputsError(e) + }, + (), + ), + Function.T.make( + ~name="triangular", + ~outputType=#SamplingDistribution, + ~inputTypes=[#Float, #Float, #Float], + ~run=x => + switch x { + | [#Float(a), #Float(b), #Float(c)] => + SymbolicDist.Triangular.make(a, b, c) |> E.R.fmap(r => #SymbolicDist(r)) + | e => wrongInputsError(e) + }, + (), + ), + Function.T.make( + ~name="log", + ~outputType=#Float, + ~inputTypes=[#Float], + ~run=x => + switch x { + | [#Float(a)] => Ok(#SymbolicDist(#Float(Js.Math.log(a)))) + | e => wrongInputsError(e) + }, + (), + ), + makeDistFloat("pdf", (dist, float) => floatFromDist(#Pdf(float), dist)), + makeDistFloat("inv", (dist, float) => floatFromDist(#Inv(float), dist)), + makeDistFloat("cdf", (dist, float) => floatFromDist(#Cdf(float), dist)), + makeDist("mean", dist => floatFromDist(#Mean, dist)), + makeDist("sample", dist => floatFromDist(#Sample, dist)), + Function.T.make( + ~name="render", + ~outputType=#RenderedDistribution, + ~inputTypes=[#RenderedDistribution], + ~run=x => + switch x { + | [#RenderedDist(c)] => Ok(#RenderedDist(c)) + | e => wrongInputsError(e) + }, + (), + ), + Function.T.make( + ~name="normalize", + ~outputType=#SamplingDistribution, + ~inputTypes=[#SamplingDistribution], + ~run=x => + switch x { + | [#SamplingDist(#SymbolicDist(c))] => Ok(#SymbolicDist(c)) + | [#SamplingDist(#RenderedDist(c))] => Ok(#RenderedDist(PointSetDist.T.normalize(c))) + | e => wrongInputsError(e) + }, + (), + ), + makeRenderedDistFloat("scaleExp", (dist, float) => verticalScaling(#Exponentiate, dist, float)), + makeRenderedDistFloat("scaleMultiply", (dist, float) => verticalScaling(#Multiply, dist, float)), + makeRenderedDistFloat("scaleLog", (dist, float) => verticalScaling(#Logarithm, dist, float)), + Multimodal._function, +] diff --git a/packages/squiggle-lang/src/rescript/OldInterpreter/typeSystem/TypeSystem.res b/packages/squiggle-lang/src/rescript/OldInterpreter/typeSystem/TypeSystem.res new file mode 100644 index 00000000..51332106 --- /dev/null +++ b/packages/squiggle-lang/src/rescript/OldInterpreter/typeSystem/TypeSystem.res @@ -0,0 +1,204 @@ +type node = ASTTypes.node +let getFloat = ASTTypes.Node.getFloat + +type samplingDist = [ + | #SymbolicDist(SymbolicDistTypes.symbolicDist) + | #RenderedDist(PointSetTypes.pointSetDist) +] + +type rec hashType = array<(string, _type)> +and _type = [ + | #Float + | #SamplingDistribution + | #RenderedDistribution + | #Array(_type) + | #Hash(hashType) +] + +type rec hashTypedValue = array<(string, typedValue)> +and typedValue = [ + | #Float(float) + | #RenderedDist(PointSetTypes.pointSetDist) + | #SamplingDist(samplingDist) + | #Array(array) + | #Hash(hashTypedValue) +] + +type _function = { + name: string, + inputTypes: array<_type>, + outputType: _type, + run: array => result, + shouldCoerceTypes: bool, +} + +type functions = array<_function> +type inputNodes = array + +module TypedValue = { + let rec toString: typedValue => string = x => + switch x { + | #SamplingDist(_) => "[sampling dist]" + | #RenderedDist(_) => "[rendered PointSetDist]" + | #Float(f) => "Float: " ++ Js.Float.toString(f) + | #Array(a) => "[" ++ ((a |> E.A.fmap(toString) |> Js.String.concatMany(_, ",")) ++ "]") + | #Hash(v) => + "{" ++ + ((v + |> E.A.fmap(((name, value)) => name ++ (":" ++ toString(value))) + |> Js.String.concatMany(_, ",")) ++ + "}") + } + + let rec fromNode = (node: node): result => + switch node { + | #SymbolicDist(#Float(r)) => Ok(#Float(r)) + | #SymbolicDist(s) => Ok(#SamplingDist(#SymbolicDist(s))) + | #RenderedDist(s) => Ok(#RenderedDist(s)) + | #Array(r) => r |> E.A.fmap(fromNode) |> E.A.R.firstErrorOrOpen |> E.R.fmap(r => #Array(r)) + | #Hash(hash) => + hash + |> E.A.fmap(((name, t)) => fromNode(t) |> E.R.fmap(r => (name, r))) + |> E.A.R.firstErrorOrOpen + |> E.R.fmap(r => #Hash(r)) + | e => Error("Wrong type: " ++ ASTTypes.Node.toString(e)) + } + + // todo: Arrays and hashes + let rec fromNodeWithTypeCoercion = (evaluationParams, _type: _type, node) => + switch (_type, node) { + | (#Float, _) => + switch getFloat(node) { + | Some(a) => Ok(#Float(a)) + | _ => Error("Type Error: Expected float.") + } + | (#SamplingDistribution, _) => + ASTTypes.SamplingDistribution.renderIfIsNotSamplingDistribution( + evaluationParams, + node, + ) |> E.R.bind(_, fromNode) + | (#RenderedDistribution, _) => + ASTTypes.Node.render(evaluationParams, node) |> E.R.bind(_, fromNode) + | (#Array(_type), #Array(b)) => + b + |> E.A.fmap(fromNodeWithTypeCoercion(evaluationParams, _type)) + |> E.A.R.firstErrorOrOpen + |> E.R.fmap(r => #Array(r)) + | (#Hash(named), #Hash(r)) => + let keyValues = + named |> E.A.fmap(((name, intendedType)) => ( + name, + intendedType, + Hash.getByName(r, name), + )) + let typedHash = + keyValues + |> E.A.fmap(((name, intendedType, optionNode)) => + switch optionNode { + | Some(node) => + fromNodeWithTypeCoercion(evaluationParams, intendedType, node) |> E.R.fmap(node => ( + name, + node, + )) + | None => Error("Hash parameter not present in hash.") + } + ) + |> E.A.R.firstErrorOrOpen + |> E.R.fmap(r => #Hash(r)) + typedHash + | _ => Error("fromNodeWithTypeCoercion error, sorry.") + } + + let toFloat: typedValue => result = x => + switch x { + | #Float(x) => Ok(x) + | _ => Error("Not a float") + } + + let toArray: typedValue => result, string> = x => + switch x { + | #Array(x) => Ok(x) + | _ => Error("Not an array") + } + + let toNamed: typedValue => result = x => + switch x { + | #Hash(x) => Ok(x) + | _ => Error("Not a named item") + } + + let toDist: typedValue => result = x => + switch x { + | #SamplingDist(#SymbolicDist(c)) => Ok(#SymbolicDist(c)) + | #SamplingDist(#RenderedDist(c)) => Ok(#RenderedDist(c)) + | #RenderedDist(c) => Ok(#RenderedDist(c)) + | #Float(x) => Ok(#SymbolicDist(#Float(x))) + | x => Error("Cannot be converted into a distribution: " ++ toString(x)) + } +} + +module Function = { + type t = _function + type ts = functions + + module T = { + let make = (~name, ~inputTypes, ~outputType, ~run, ~shouldCoerceTypes=true, _): t => { + name: name, + inputTypes: inputTypes, + outputType: outputType, + run: run, + shouldCoerceTypes: shouldCoerceTypes, + } + + let _inputLengthCheck = (inputNodes: inputNodes, t: t) => { + let expectedLength = E.A.length(t.inputTypes) + let actualLength = E.A.length(inputNodes) + expectedLength == actualLength + ? Ok(inputNodes) + : Error( + "Wrong number of inputs. Expected" ++ + ((expectedLength |> E.I.toString) ++ + (". Got:" ++ (actualLength |> E.I.toString))), + ) + } + + let _coerceInputNodes = (evaluationParams, inputTypes, shouldCoerce, inputNodes) => + Belt.Array.zip(inputTypes, inputNodes) + |> E.A.fmap(((def, input)) => + shouldCoerce + ? TypedValue.fromNodeWithTypeCoercion(evaluationParams, def, input) + : TypedValue.fromNode(input) + ) + |> E.A.R.firstErrorOrOpen + + let inputsToTypedValues = ( + evaluationParams: ASTTypes.evaluationParams, + inputNodes: inputNodes, + t: t, + ) => + _inputLengthCheck(inputNodes, t)->E.R.bind( + _coerceInputNodes(evaluationParams, t.inputTypes, t.shouldCoerceTypes), + ) + + let run = ( + evaluationParams: ASTTypes.evaluationParams, + inputNodes: inputNodes, + t: t, + ) => + inputsToTypedValues(evaluationParams, inputNodes, t)->E.R.bind(t.run) + |> ( + x => + switch x { + | Ok(i) => Ok(i) + | Error(r) => Error("Function " ++ (t.name ++ (" error: " ++ r))) + } + ) + } + + module Ts = { + let findByName = (ts: ts, n: string) => ts |> Belt.Array.getBy(_, ({name}) => name == n) + + let findByNameAndRun = (ts: ts, n: string, evaluationParams, inputTypes) => + findByName(ts, n) |> E.O.fmap(T.run(evaluationParams, inputTypes)) + } +} From 9b494462d46e73f78699e5cbd8330ff641b03db5 Mon Sep 17 00:00:00 2001 From: Ozzie Gooen Date: Tue, 5 Apr 2022 15:13:45 -0400 Subject: [PATCH 17/20] Removed oldInterpreter --- .../src/rescript/oldInterpreter/AST.res | 24 -- .../rescript/oldInterpreter/ASTEvaluator.res | 257 ------------------ .../src/rescript/oldInterpreter/ASTTypes.res | 233 ---------------- .../src/rescript/oldInterpreter/DistPlus.res | 116 -------- .../typeSystem/HardcodedFunctions.res | 234 ---------------- .../oldInterpreter/typeSystem/TypeSystem.res | 204 -------------- 6 files changed, 1068 deletions(-) delete mode 100644 packages/squiggle-lang/src/rescript/oldInterpreter/AST.res delete mode 100644 packages/squiggle-lang/src/rescript/oldInterpreter/ASTEvaluator.res delete mode 100644 packages/squiggle-lang/src/rescript/oldInterpreter/ASTTypes.res delete mode 100644 packages/squiggle-lang/src/rescript/oldInterpreter/DistPlus.res delete mode 100644 packages/squiggle-lang/src/rescript/oldInterpreter/typeSystem/HardcodedFunctions.res delete mode 100644 packages/squiggle-lang/src/rescript/oldInterpreter/typeSystem/TypeSystem.res diff --git a/packages/squiggle-lang/src/rescript/oldInterpreter/AST.res b/packages/squiggle-lang/src/rescript/oldInterpreter/AST.res deleted file mode 100644 index 2dca6ffc..00000000 --- a/packages/squiggle-lang/src/rescript/oldInterpreter/AST.res +++ /dev/null @@ -1,24 +0,0 @@ -open ASTTypes - -let toString = ASTTypes.Node.toString - -let envs = (samplingInputs, environment) => { - samplingInputs: samplingInputs, - environment: environment, - evaluateNode: ASTEvaluator.toLeaf, -} - -let toLeaf = (samplingInputs, environment, node: node) => - ASTEvaluator.toLeaf(envs(samplingInputs, environment), node) - -let toPointSetDist = (samplingInputs, environment, node: node) => - switch toLeaf(samplingInputs, environment, node) { - | Ok(#RenderedDist(pointSetDist)) => Ok(pointSetDist) - | Ok(_) => Error("Rendering failed.") - | Error(e) => Error(e) - } - -let runFunction = (samplingInputs, environment, inputs, fn: ASTTypes.Function.t) => { - let params = envs(samplingInputs, environment) - ASTTypes.Function.run(params, inputs, fn) -} \ No newline at end of file diff --git a/packages/squiggle-lang/src/rescript/oldInterpreter/ASTEvaluator.res b/packages/squiggle-lang/src/rescript/oldInterpreter/ASTEvaluator.res deleted file mode 100644 index 44c5565e..00000000 --- a/packages/squiggle-lang/src/rescript/oldInterpreter/ASTEvaluator.res +++ /dev/null @@ -1,257 +0,0 @@ -open ASTTypes - -type tResult = node => result - -/* Given two random variables A and B, this returns the distribution - of a new variable that is the result of the operation on A and B. - For instance, normal(0, 1) + normal(1, 1) -> normal(1, 2). - In general, this is implemented via convolution. */ -module AlgebraicCombination = { - let tryAnalyticalSimplification = (operation, t1: node, t2: node) => - switch (operation, t1, t2) { - | (operation, #SymbolicDist(d1), #SymbolicDist(d2)) => - switch SymbolicDist.T.tryAnalyticalSimplification(d1, d2, operation) { - | #AnalyticalSolution(symbolicDist) => Ok(#SymbolicDist(symbolicDist)) - | #Error(er) => Error(er) - | #NoSolution => Ok(#AlgebraicCombination(operation, t1, t2)) - } - | _ => Ok(#AlgebraicCombination(operation, t1, t2)) - } - - let combinationByRendering = (evaluationParams, algebraicOp, t1: node, t2: node): result< - node, - string, - > => - E.R.merge( - Node.ensureIsRenderedAndGetShape(evaluationParams, t1), - Node.ensureIsRenderedAndGetShape(evaluationParams, t2), - ) |> E.R.fmap(((a, b)) => #RenderedDist(PointSetDist.combineAlgebraically(algebraicOp, a, b))) - - let nodeScore: node => int = x => - switch x { - | #SymbolicDist(#Float(_)) => 1 - | #SymbolicDist(_) => 1000 - | #RenderedDist(Discrete(m)) => m.xyShape |> XYShape.T.length - | #RenderedDist(Mixed(_)) => 1000 - | #RenderedDist(Continuous(_)) => 1000 - | _ => 1000 - } - - let choose = (t1: node, t2: node) => - nodeScore(t1) * nodeScore(t2) > 10000 ? #Sampling : #Analytical - - let combine = (evaluationParams, algebraicOp, t1: node, t2: node): result => - E.R.merge( - ASTTypes.SamplingDistribution.renderIfIsNotSamplingDistribution(evaluationParams, t1), - ASTTypes.SamplingDistribution.renderIfIsNotSamplingDistribution(evaluationParams, t2), - ) |> E.R.bind(_, ((a, b)) => - switch choose(a, b) { - | #Sampling => - ASTTypes.SamplingDistribution.combineShapesUsingSampling( - evaluationParams, - algebraicOp, - a, - b, - ) - | #Analytical => combinationByRendering(evaluationParams, algebraicOp, a, b) - } - ) - - let operationToLeaf = ( - evaluationParams: evaluationParams, - algebraicOp: Operation.algebraicOperation, - t1: node, - t2: node, - ): result => - algebraicOp - |> tryAnalyticalSimplification(_, t1, t2) - |> E.R.bind(_, x => - switch x { - | #SymbolicDist(_) as t => Ok(t) - | _ => combine(evaluationParams, algebraicOp, t1, t2) - } - ) -} - -module PointwiseCombination = { - //TODO: This is crude and slow. It forces everything to be pointSetDist, even though much - //of the process could happen on symbolic distributions without a conversion to be a pointSetDist. - let pointwiseAdd = (evaluationParams: evaluationParams, t1: node, t2: node) => - switch (Node.render(evaluationParams, t1), Node.render(evaluationParams, t2)) { - | (Ok(#RenderedDist(rs1)), Ok(#RenderedDist(rs2))) => - Ok( - #RenderedDist( - PointSetDist.combinePointwise( - ~integralSumCachesFn=(a, b) => Some(a +. b), - ~integralCachesFn=(a, b) => Some( - Continuous.combinePointwise(~distributionType=#CDF, \"+.", a, b), - ), - \"+.", - rs1, - rs2, - ), - ), - ) - | (Error(e1), _) => Error(e1) - | (_, Error(e2)) => Error(e2) - | _ => Error("Pointwise combination: rendering failed.") - } - - let pointwiseCombine = (fn, evaluationParams: evaluationParams, t1: node, t2: node) => - switch // TODO: construct a function that we can easily sample from, to construct - // a RenderedDist. Use the xMin and xMax of the rendered pointSetDists to tell the sampling function where to look. - // TODO: This should work for symbolic distributions too! - (Node.render(evaluationParams, t1), Node.render(evaluationParams, t2)) { - | (Ok(#RenderedDist(rs1)), Ok(#RenderedDist(rs2))) => - Ok(#RenderedDist(PointSetDist.combinePointwise(fn, rs1, rs2))) - | (Error(e1), _) => Error(e1) - | (_, Error(e2)) => Error(e2) - | _ => Error("Pointwise combination: rendering failed.") - } - - let operationToLeaf = ( - evaluationParams: evaluationParams, - pointwiseOp: Operation.pointwiseOperation, - t1: node, - t2: node, - ) => - switch pointwiseOp { - | #Add => pointwiseAdd(evaluationParams, t1, t2) - | #Multiply => pointwiseCombine(\"*.", evaluationParams, t1, t2) - | #Exponentiate => pointwiseCombine(\"**", evaluationParams, t1, t2) - } -} - -module Truncate = { - type simplificationResult = [ - | #Solution(ASTTypes.node) - | #Error(string) - | #NoSolution - ] - - let trySimplification = (leftCutoff, rightCutoff, t): simplificationResult => - switch (leftCutoff, rightCutoff, t) { - | (None, None, t) => #Solution(t) - | (Some(lc), Some(rc), _) if lc > rc => - #Error("Left truncation bound must be smaller than right truncation bound.") - | (lc, rc, #SymbolicDist(#Uniform(u))) => - #Solution(#SymbolicDist(#Uniform(SymbolicDist.Uniform.truncate(lc, rc, u)))) - | _ => #NoSolution - } - - let truncateAsShape = (evaluationParams: evaluationParams, leftCutoff, rightCutoff, t) => - switch // TODO: use named args for xMin/xMax in renderToShape; if we're lucky we can at least get the tail - // of a distribution we otherwise wouldn't get at all - Node.ensureIsRendered(evaluationParams, t) { - | Ok(#RenderedDist(rs)) => - Ok(#RenderedDist(PointSetDist.T.truncate(leftCutoff, rightCutoff, rs))) - | Error(e) => Error(e) - | _ => Error("Could not truncate distribution.") - } - - let operationToLeaf = ( - evaluationParams, - leftCutoff: option, - rightCutoff: option, - t: node, - ): result => - t - |> trySimplification(leftCutoff, rightCutoff) - |> ( - x => - switch x { - | #Solution(t) => Ok(t) - | #Error(e) => Error(e) - | #NoSolution => truncateAsShape(evaluationParams, leftCutoff, rightCutoff, t) - } - ) -} - -module Normalize = { - let rec operationToLeaf = (evaluationParams, t: node): result => - switch t { - | #RenderedDist(s) => Ok(#RenderedDist(PointSetDist.T.normalize(s))) - | #SymbolicDist(_) => Ok(t) - | _ => ASTTypes.Node.evaluateAndRetry(evaluationParams, operationToLeaf, t) - } -} - -module FunctionCall = { - let _runHardcodedFunction = (name, evaluationParams, args) => - TypeSystem.Function.Ts.findByNameAndRun(HardcodedFunctions.all, name, evaluationParams, args) - - let _runLocalFunction = (name, evaluationParams: evaluationParams, args) => - Environment.getFunction(evaluationParams.environment, name) |> E.R.bind(_, ((argNames, fn)) => - ASTTypes.Function.run(evaluationParams, args, (argNames, fn)) - ) - - let _runWithEvaluatedInputs = ( - evaluationParams: ASTTypes.evaluationParams, - name, - args: array, - ) => - _runHardcodedFunction(name, evaluationParams, args) |> E.O.default( - _runLocalFunction(name, evaluationParams, args), - ) - - // TODO: This forces things to be floats - let run = (evaluationParams, name, args) => - args - |> E.A.fmap(a => evaluationParams.evaluateNode(evaluationParams, a)) - |> E.A.R.firstErrorOrOpen - |> E.R.bind(_, _runWithEvaluatedInputs(evaluationParams, name)) -} - -module Render = { - let rec operationToLeaf = (evaluationParams: evaluationParams, t: node): result => - switch t { - | #Function(_) => Error("Cannot render a function") - | #SymbolicDist(d) => - Ok( - #RenderedDist( - SymbolicDist.T.toPointSetDist(evaluationParams.samplingInputs.pointSetDistLength, d), - ), - ) - | #RenderedDist(_) as t => Ok(t) // already a rendered pointSetDist, we're done here - | _ => ASTTypes.Node.evaluateAndRetry(evaluationParams, operationToLeaf, t) - } -} - -/* This function recursively goes through the nodes of the parse tree, - replacing each Operation node and its subtree with a Data node. - Whenever possible, the replacement produces a new Symbolic Data node, - but most often it will produce a RenderedDist. - This function is used mainly to turn a parse tree into a single RenderedDist - that can then be displayed to the user. */ -let rec toLeaf = (evaluationParams: ASTTypes.evaluationParams, node: node): result => - switch node { - // Leaf nodes just stay leaf nodes - | #SymbolicDist(_) - | #Function(_) - | #RenderedDist(_) => - Ok(node) - | #Array(args) => - args |> E.A.fmap(toLeaf(evaluationParams)) |> E.A.R.firstErrorOrOpen |> E.R.fmap(r => #Array(r)) - // Operations nevaluationParamsd to be turned into leaves - | #AlgebraicCombination(algebraicOp, t1, t2) => - AlgebraicCombination.operationToLeaf(evaluationParams, algebraicOp, t1, t2) - | #PointwiseCombination(pointwiseOp, t1, t2) => - PointwiseCombination.operationToLeaf(evaluationParams, pointwiseOp, t1, t2) - | #Truncate(leftCutoff, rightCutoff, t) => - Truncate.operationToLeaf(evaluationParams, leftCutoff, rightCutoff, t) - | #Normalize(t) => Normalize.operationToLeaf(evaluationParams, t) - | #Render(t) => Render.operationToLeaf(evaluationParams, t) - | #Hash(t) => - t - |> E.A.fmap(((name: string, node: node)) => - toLeaf(evaluationParams, node) |> E.R.fmap(r => (name, r)) - ) - |> E.A.R.firstErrorOrOpen - |> E.R.fmap(r => #Hash(r)) - | #Symbol(r) => - ASTTypes.Environment.get(evaluationParams.environment, r) - |> E.O.toResult("Undeclared variable " ++ r) - |> E.R.bind(_, toLeaf(evaluationParams)) - | #FunctionCall(name, args) => - FunctionCall.run(evaluationParams, name, args) |> E.R.bind(_, toLeaf(evaluationParams)) - } diff --git a/packages/squiggle-lang/src/rescript/oldInterpreter/ASTTypes.res b/packages/squiggle-lang/src/rescript/oldInterpreter/ASTTypes.res deleted file mode 100644 index 31217374..00000000 --- a/packages/squiggle-lang/src/rescript/oldInterpreter/ASTTypes.res +++ /dev/null @@ -1,233 +0,0 @@ -@genType -type rec hash = array<(string, node)> -and node = [ - | #SymbolicDist(SymbolicDistTypes.symbolicDist) - | #RenderedDist(PointSetTypes.pointSetDist) - | #Symbol(string) - | #Hash(hash) - | #Array(array) - | #Function(array, node) - | #AlgebraicCombination(Operation.algebraicOperation, node, node) - | #PointwiseCombination(Operation.pointwiseOperation, node, node) - | #Normalize(node) - | #Render(node) - | #Truncate(option, option, node) - | #FunctionCall(string, array) -] - -type statement = [ - | #Assignment(string, node) - | #Expression(node) -] -type program = array - -type environment = Belt.Map.String.t - -type rec evaluationParams = { - samplingInputs: SamplingInputs.samplingInputs, - environment: environment, - evaluateNode: (evaluationParams, node) => Belt.Result.t, -} - -module Environment = { - type t = environment - module MS = Belt.Map.String - let fromArray = MS.fromArray - let empty: t = []->fromArray - let mergeKeepSecond = (a: t, b: t) => - MS.merge(a, b, (_, a, b) => - switch (a, b) { - | (_, Some(b)) => Some(b) - | (Some(a), _) => Some(a) - | _ => None - } - ) - let update = (t, str, fn) => MS.update(t, str, fn) - let get = (t: t, str) => MS.get(t, str) - let getFunction = (t: t, str) => - switch get(t, str) { - | Some(#Function(argNames, fn)) => Ok((argNames, fn)) - | _ => Error("Function " ++ (str ++ " not found")) - } -} - -module Node = { - let getFloat = (node: node) => - node |> ( - x => - switch x { - | #RenderedDist(Discrete({xyShape: {xs: [x], ys: [1.0]}})) => Some(x) - | #SymbolicDist(#Float(x)) => Some(x) - | _ => None - } - ) - - let evaluate = (evaluationParams: evaluationParams) => - evaluationParams.evaluateNode(evaluationParams) - - let evaluateAndRetry = (evaluationParams, fn, node) => - node |> evaluationParams.evaluateNode(evaluationParams) |> E.R.bind(_, fn(evaluationParams)) - - let rec toString: node => string = x => - switch x { - | #SymbolicDist(d) => SymbolicDist.T.toString(d) - | #RenderedDist(_) => "[renderedShape]" - | #AlgebraicCombination(op, t1, t2) => - Operation.Algebraic.format(op, toString(t1), toString(t2)) - | #PointwiseCombination(op, t1, t2) => - Operation.Pointwise.format(op, toString(t1), toString(t2)) - | #Normalize(t) => "normalize(k" ++ (toString(t) ++ ")") - | #Truncate(lc, rc, t) => Operation.Truncate.toString(lc, rc, toString(t)) - | #Render(t) => toString(t) - | #Symbol(t) => "Symbol: " ++ t - | #FunctionCall(name, args) => - "[Function call: (" ++ - (name ++ - ((args |> E.A.fmap(toString) |> Js.String.concatMany(_, ",")) ++ ")]")) - | #Function(args, internal) => - "[Function: (" ++ ((args |> Js.String.concatMany(_, ",")) ++ (toString(internal) ++ ")]")) - | #Array(a) => "[" ++ ((a |> E.A.fmap(toString) |> Js.String.concatMany(_, ",")) ++ "]") - | #Hash(h) => - "{" ++ - ((h - |> E.A.fmap(((name, value)) => name ++ (":" ++ toString(value))) - |> Js.String.concatMany(_, ",")) ++ - "}") - } - - let render = (evaluationParams: evaluationParams, r) => #Render(r) |> evaluate(evaluationParams) - - let ensureIsRendered = (params, t) => - switch t { - | #RenderedDist(_) => Ok(t) - | _ => - switch render(params, t) { - | Ok(#RenderedDist(r)) => Ok(#RenderedDist(r)) - | Ok(_) => Error("Did not render as requested") - | Error(e) => Error(e) - } - } - - let ensureIsRenderedAndGetShape = (params, t) => - switch ensureIsRendered(params, t) { - | Ok(#RenderedDist(r)) => Ok(r) - | Ok(_) => Error("Did not render as requested") - | Error(e) => Error(e) - } - - let toPointSetDist = (item: node) => - switch item { - | #RenderedDist(r) => Some(r) - | _ => None - } - - let _toFloat = (t: PointSetTypes.pointSetDist) => - switch t { - | Discrete({xyShape: {xs: [x], ys: [1.0]}}) => Some(#SymbolicDist(#Float(x))) - | _ => None - } - - let toFloat = (item: node): result => - item |> toPointSetDist |> E.O.bind(_, _toFloat) |> E.O.toResult("Not valid shape") -} - -module Function = { - type t = (array, node) - let fromNode: node => option = node => - switch node { - | #Function(r) => Some(r) - | _ => None - } - let argumentNames = ((a, _): t) => a - let internals = ((_, b): t) => b - let run = (evaluationParams: evaluationParams, args: array, t: t) => - if E.A.length(args) == E.A.length(argumentNames(t)) { - let newEnvironment = Belt.Array.zip(argumentNames(t), args) |> Environment.fromArray - let newEvaluationParams: evaluationParams = { - samplingInputs: evaluationParams.samplingInputs, - environment: Environment.mergeKeepSecond(evaluationParams.environment, newEnvironment), - evaluateNode: evaluationParams.evaluateNode, - } - evaluationParams.evaluateNode(newEvaluationParams, internals(t)) - } else { - Error("Wrong number of variables") - } -} - -module SamplingDistribution = { - type t = [ - | #SymbolicDist(SymbolicDistTypes.symbolicDist) - | #RenderedDist(PointSetTypes.pointSetDist) - ] - - let isSamplingDistribution: node => bool = x => - switch x { - | #SymbolicDist(_) => true - | #RenderedDist(_) => true - | _ => false - } - - let fromNode: node => result = x => - switch x { - | #SymbolicDist(n) => Ok(#SymbolicDist(n)) - | #RenderedDist(n) => Ok(#RenderedDist(n)) - | _ => Error("Not valid type") - } - - let renderIfIsNotSamplingDistribution = (params, t): result => - !isSamplingDistribution(t) - ? switch Node.render(params, t) { - | Ok(r) => Ok(r) - | Error(e) => Error(e) - } - : Ok(t) - - let map = (~renderedDistFn, ~symbolicDistFn, node: node) => - node |> ( - x => - switch x { - | #RenderedDist(r) => Some(renderedDistFn(r)) - | #SymbolicDist(s) => Some(symbolicDistFn(s)) - | _ => None - } - ) - - let sampleN = n => - map(~renderedDistFn=PointSetDist.sampleNRendered(n), ~symbolicDistFn=SymbolicDist.T.sampleN(n)) - - let getCombinationSamples = (n, algebraicOp, t1: node, t2: node) => - switch (sampleN(n, t1), sampleN(n, t2)) { - | (Some(a), Some(b)) => - Some( - Belt.Array.zip(a, b) |> E.A.fmap(((a, b)) => Operation.Algebraic.toFn(algebraicOp, a, b)), - ) - | _ => None - } - - let combineShapesUsingSampling = ( - evaluationParams: evaluationParams, - algebraicOp, - t1: node, - t2: node, - ) => { - let i1 = renderIfIsNotSamplingDistribution(evaluationParams, t1) - let i2 = renderIfIsNotSamplingDistribution(evaluationParams, t2) - E.R.merge(i1, i2) |> E.R.bind(_, ((a, b)) => { - let samples = getCombinationSamples( - evaluationParams.samplingInputs.sampleCount, - algebraicOp, - a, - b, - ) - - let pointSetDist = - samples - |> E.O.fmap(r => - SampleSet.toPointSetDist(~samplingInputs=evaluationParams.samplingInputs, ~samples=r, ()) - ) - |> E.O.bind(_, r => r.pointSetDist) - |> E.O.toResult("No response") - pointSetDist |> E.R.fmap(r => #Normalize(#RenderedDist(r))) - }) - } -} diff --git a/packages/squiggle-lang/src/rescript/oldInterpreter/DistPlus.res b/packages/squiggle-lang/src/rescript/oldInterpreter/DistPlus.res deleted file mode 100644 index 2b1688b0..00000000 --- a/packages/squiggle-lang/src/rescript/oldInterpreter/DistPlus.res +++ /dev/null @@ -1,116 +0,0 @@ -open PointSetTypes; - -@genType -type t = PointSetTypes.distPlus; - -let pointSetDistIntegral = pointSetDist => PointSetDist.T.Integral.get(pointSetDist); -let make = - ( - ~pointSetDist, - ~squiggleString, - (), - ) - : t => { - let integral = pointSetDistIntegral(pointSetDist); - {pointSetDist, integralCache: integral, squiggleString}; -}; - -let update = - ( - ~pointSetDist=?, - ~integralCache=?, - ~squiggleString=?, - t: t, - ) => { - pointSetDist: E.O.default(t.pointSetDist, pointSetDist), - integralCache: E.O.default(t.integralCache, integralCache), - squiggleString: E.O.default(t.squiggleString, squiggleString), -}; - -let updateShape = (pointSetDist, t) => { - let integralCache = pointSetDistIntegral(pointSetDist); - update(~pointSetDist, ~integralCache, t); -}; - -let toPointSetDist = ({pointSetDist, _}: t) => pointSetDist; - -let pointSetDistFn = (fn, {pointSetDist}: t) => fn(pointSetDist); - -module T = - Distributions.Dist({ - type t = PointSetTypes.distPlus; - type integral = PointSetTypes.distPlus; - let toPointSetDist = toPointSetDist; - let toContinuous = pointSetDistFn(PointSetDist.T.toContinuous); - let toDiscrete = pointSetDistFn(PointSetDist.T.toDiscrete); - - let normalize = (t: t): t => { - let normalizedShape = t |> toPointSetDist |> PointSetDist.T.normalize; - t |> updateShape(normalizedShape); - }; - - let truncate = (leftCutoff, rightCutoff, t: t): t => { - let truncatedShape = - t - |> toPointSetDist - |> PointSetDist.T.truncate(leftCutoff, rightCutoff); - - t |> updateShape(truncatedShape); - }; - - let xToY = (f, t: t) => - t - |> toPointSetDist - |> PointSetDist.T.xToY(f); - - let minX = pointSetDistFn(PointSetDist.T.minX); - let maxX = pointSetDistFn(PointSetDist.T.maxX); - let toDiscreteProbabilityMassFraction = - pointSetDistFn(PointSetDist.T.toDiscreteProbabilityMassFraction); - - // This bit is kind of awkward, could probably use rethinking. - let integral = (t: t) => - updateShape(Continuous(t.integralCache), t); - - let updateIntegralCache = (integralCache: option, t) => - update(~integralCache=E.O.default(t.integralCache, integralCache), t); - - let downsample = (i, t): t => - updateShape(t |> toPointSetDist |> PointSetDist.T.downsample(i), t); - // todo: adjust for limit, maybe? - let mapY = - ( - ~integralSumCacheFn=previousIntegralSum => None, - ~integralCacheFn=previousIntegralCache => None, - ~fn, - {pointSetDist, _} as t: t, - ) - : t => - PointSetDist.T.mapY(~integralSumCacheFn, ~fn, pointSetDist) - |> updateShape(_, t); - - // get the total of everything - let integralEndY = (t: t) => { - PointSetDist.T.Integral.sum( - toPointSetDist(t), - ); - }; - - // TODO: Fix this below, obviously. Adjust for limits - let integralXtoY = (f, t: t) => { - PointSetDist.T.Integral.xToY( - f, - toPointSetDist(t), - ) - }; - - // TODO: This part is broken when there is a limit, if this is supposed to be taken into account. - let integralYtoX = (f, t: t) => { - PointSetDist.T.Integral.yToX(f, toPointSetDist(t)); - }; - - let mean = (t: t) => { - PointSetDist.T.mean(t.pointSetDist); - }; - let variance = (t: t) => PointSetDist.T.variance(t.pointSetDist); - }); diff --git a/packages/squiggle-lang/src/rescript/oldInterpreter/typeSystem/HardcodedFunctions.res b/packages/squiggle-lang/src/rescript/oldInterpreter/typeSystem/HardcodedFunctions.res deleted file mode 100644 index cf8fe470..00000000 --- a/packages/squiggle-lang/src/rescript/oldInterpreter/typeSystem/HardcodedFunctions.res +++ /dev/null @@ -1,234 +0,0 @@ -open TypeSystem - -let wrongInputsError = (r: array) => { - let inputs = r |> E.A.fmap(TypedValue.toString) |> Js.String.concatMany(_, ",") - Js.log3("Inputs were", inputs, r) - Error("Wrong inputs. The inputs were:" ++ inputs) -} - -let to_: (float, float) => result = (low, high) => - switch (low, high) { - | (low, high) if low <= 0.0 && low < high => - Ok(#SymbolicDist(SymbolicDist.Normal.from90PercentCI(low, high))) - | (low, high) if low < high => - Ok(#SymbolicDist(SymbolicDist.Lognormal.from90PercentCI(low, high))) - | (_, _) => Error("Low value must be less than high value.") - } - -let makeSymbolicFromTwoFloats = (name, fn) => - Function.T.make( - ~name, - ~outputType=#SamplingDistribution, - ~inputTypes=[#Float, #Float], - ~run=x => - switch x { - | [#Float(a), #Float(b)] => fn(a, b) |> E.R.fmap(r => (#SymbolicDist(r))) - | e => wrongInputsError(e) - }, - (), - ) - -let makeSymbolicFromOneFloat = (name, fn) => - Function.T.make( - ~name, - ~outputType=#SamplingDistribution, - ~inputTypes=[#Float], - ~run=x => - switch x { - | [#Float(a)] => fn(a) |> E.R.fmap(r => #SymbolicDist(r)) - | e => wrongInputsError(e) - }, - (), - ) - -let makeDistFloat = (name, fn) => - Function.T.make( - ~name, - ~outputType=#SamplingDistribution, - ~inputTypes=[#SamplingDistribution, #Float], - ~run=x => - switch x { - | [#SamplingDist(a), #Float(b)] => fn(a, b) - | [#RenderedDist(a), #Float(b)] => fn(#RenderedDist(a), b) - | e => wrongInputsError(e) - }, - (), - ) - -let makeRenderedDistFloat = (name, fn) => - Function.T.make( - ~name, - ~outputType=#RenderedDistribution, - ~inputTypes=[#RenderedDistribution, #Float], - ~shouldCoerceTypes=true, - ~run=x => - switch x { - | [#RenderedDist(a), #Float(b)] => fn(a, b) - | e => wrongInputsError(e) - }, - (), - ) - -let makeDist = (name, fn) => - Function.T.make( - ~name, - ~outputType=#SamplingDistribution, - ~inputTypes=[#SamplingDistribution], - ~run=x => - switch x { - | [#SamplingDist(a)] => fn(a) - | [#RenderedDist(a)] => fn(#RenderedDist(a)) - | e => wrongInputsError(e) - }, - (), - ) - -let floatFromDist = ( - distToFloatOp: Operation.distToFloatOperation, - t: TypeSystem.samplingDist, -): result => - switch t { - | #SymbolicDist(s) => - SymbolicDist.T.operate(distToFloatOp, s) |> E.R.bind(_, v => Ok(#SymbolicDist(#Float(v)))) - | #RenderedDist(rs) => PointSetDist.operate(distToFloatOp, rs) |> (v => Ok(#SymbolicDist(#Float(v)))) - } - -let verticalScaling = (scaleOp, rs, scaleBy) => { - // scaleBy has to be a single float, otherwise we'll return an error. - let fn = (secondary, main) => Operation.Scale.toFn(scaleOp, main, secondary) - let integralSumCacheFn = Operation.Scale.toIntegralSumCacheFn(scaleOp) - let integralCacheFn = Operation.Scale.toIntegralCacheFn(scaleOp) - Ok( - #RenderedDist( - PointSetDist.T.mapY( - ~integralSumCacheFn=integralSumCacheFn(scaleBy), - ~integralCacheFn=integralCacheFn(scaleBy), - ~fn=fn(scaleBy), - rs, - ), - ), - ) -} - -module Multimodal = { - let getByNameResult = Hash.getByNameResult - - let _paramsToDistsAndWeights = (r: array) => - switch r { - | [#Hash(r)] => - let dists = - getByNameResult(r, "dists") - ->E.R.bind(TypeSystem.TypedValue.toArray) - ->E.R.bind(r => r |> E.A.fmap(TypeSystem.TypedValue.toDist) |> E.A.R.firstErrorOrOpen) - let weights = - getByNameResult(r, "weights") - ->E.R.bind(TypeSystem.TypedValue.toArray) - ->E.R.bind(r => r |> E.A.fmap(TypeSystem.TypedValue.toFloat) |> E.A.R.firstErrorOrOpen) - - E.R.merge(dists, weights) -> E.R.bind(((a, b)) => - E.A.length(b) > E.A.length(a) ? - Error("Too many weights provided") : - Ok(E.A.zipMaxLength(a, b) |> E.A.fmap(((a, b)) => (a |> E.O.toExn(""), b |> E.O.default(1.0)))) - ) - | _ => Error("Needs items") - } - let _runner: array => result = r => { - let paramsToDistsAndWeights = - _paramsToDistsAndWeights(r) |> E.R.fmap( - E.A.fmap(((dist, weight)) => - #FunctionCall("scaleMultiply", [dist, #SymbolicDist(#Float(weight))]) - ), - ) - let pointwiseSum: result = - paramsToDistsAndWeights->E.R.bind(E.R.errorIfCondition(E.A.isEmpty, "Needs one input")) - |> E.R.fmap(r => - r - |> Js.Array.sliceFrom(1) - |> E.A.fold_left((acc, x) => #PointwiseCombination(#Add, acc, x), E.A.unsafe_get(r, 0)) - ) - pointwiseSum - } - - let _function = Function.T.make( - ~name="multimodal", - ~outputType=#SamplingDistribution, - ~inputTypes=[#Hash([("dists", #Array(#SamplingDistribution)), ("weights", #Array(#Float))])], - ~run=_runner, - (), - ) -} - -let all = [ - makeSymbolicFromTwoFloats("normal", SymbolicDist.Normal.make), - makeSymbolicFromTwoFloats("uniform", SymbolicDist.Uniform.make), - makeSymbolicFromTwoFloats("beta", SymbolicDist.Beta.make), - makeSymbolicFromTwoFloats("lognormal", SymbolicDist.Lognormal.make), - makeSymbolicFromTwoFloats("lognormalFromMeanAndStdDev", SymbolicDist.Lognormal.fromMeanAndStdev), - makeSymbolicFromOneFloat("exponential", SymbolicDist.Exponential.make), - Function.T.make( - ~name="to", - ~outputType=#SamplingDistribution, - ~inputTypes=[#Float, #Float], - ~run=x => - switch x { - | [#Float(a), #Float(b)] => to_(a, b) - | e => wrongInputsError(e) - }, - (), - ), - Function.T.make( - ~name="triangular", - ~outputType=#SamplingDistribution, - ~inputTypes=[#Float, #Float, #Float], - ~run=x => - switch x { - | [#Float(a), #Float(b), #Float(c)] => - SymbolicDist.Triangular.make(a, b, c) |> E.R.fmap(r => #SymbolicDist(r)) - | e => wrongInputsError(e) - }, - (), - ), - Function.T.make( - ~name="log", - ~outputType=#Float, - ~inputTypes=[#Float], - ~run=x => - switch x { - | [#Float(a)] => Ok(#SymbolicDist(#Float(Js.Math.log(a)))) - | e => wrongInputsError(e) - }, - (), - ), - makeDistFloat("pdf", (dist, float) => floatFromDist(#Pdf(float), dist)), - makeDistFloat("inv", (dist, float) => floatFromDist(#Inv(float), dist)), - makeDistFloat("cdf", (dist, float) => floatFromDist(#Cdf(float), dist)), - makeDist("mean", dist => floatFromDist(#Mean, dist)), - makeDist("sample", dist => floatFromDist(#Sample, dist)), - Function.T.make( - ~name="render", - ~outputType=#RenderedDistribution, - ~inputTypes=[#RenderedDistribution], - ~run=x => - switch x { - | [#RenderedDist(c)] => Ok(#RenderedDist(c)) - | e => wrongInputsError(e) - }, - (), - ), - Function.T.make( - ~name="normalize", - ~outputType=#SamplingDistribution, - ~inputTypes=[#SamplingDistribution], - ~run=x => - switch x { - | [#SamplingDist(#SymbolicDist(c))] => Ok(#SymbolicDist(c)) - | [#SamplingDist(#RenderedDist(c))] => Ok(#RenderedDist(PointSetDist.T.normalize(c))) - | e => wrongInputsError(e) - }, - (), - ), - makeRenderedDistFloat("scaleExp", (dist, float) => verticalScaling(#Exponentiate, dist, float)), - makeRenderedDistFloat("scaleMultiply", (dist, float) => verticalScaling(#Multiply, dist, float)), - makeRenderedDistFloat("scaleLog", (dist, float) => verticalScaling(#Logarithm, dist, float)), - Multimodal._function, -] diff --git a/packages/squiggle-lang/src/rescript/oldInterpreter/typeSystem/TypeSystem.res b/packages/squiggle-lang/src/rescript/oldInterpreter/typeSystem/TypeSystem.res deleted file mode 100644 index 51332106..00000000 --- a/packages/squiggle-lang/src/rescript/oldInterpreter/typeSystem/TypeSystem.res +++ /dev/null @@ -1,204 +0,0 @@ -type node = ASTTypes.node -let getFloat = ASTTypes.Node.getFloat - -type samplingDist = [ - | #SymbolicDist(SymbolicDistTypes.symbolicDist) - | #RenderedDist(PointSetTypes.pointSetDist) -] - -type rec hashType = array<(string, _type)> -and _type = [ - | #Float - | #SamplingDistribution - | #RenderedDistribution - | #Array(_type) - | #Hash(hashType) -] - -type rec hashTypedValue = array<(string, typedValue)> -and typedValue = [ - | #Float(float) - | #RenderedDist(PointSetTypes.pointSetDist) - | #SamplingDist(samplingDist) - | #Array(array) - | #Hash(hashTypedValue) -] - -type _function = { - name: string, - inputTypes: array<_type>, - outputType: _type, - run: array => result, - shouldCoerceTypes: bool, -} - -type functions = array<_function> -type inputNodes = array - -module TypedValue = { - let rec toString: typedValue => string = x => - switch x { - | #SamplingDist(_) => "[sampling dist]" - | #RenderedDist(_) => "[rendered PointSetDist]" - | #Float(f) => "Float: " ++ Js.Float.toString(f) - | #Array(a) => "[" ++ ((a |> E.A.fmap(toString) |> Js.String.concatMany(_, ",")) ++ "]") - | #Hash(v) => - "{" ++ - ((v - |> E.A.fmap(((name, value)) => name ++ (":" ++ toString(value))) - |> Js.String.concatMany(_, ",")) ++ - "}") - } - - let rec fromNode = (node: node): result => - switch node { - | #SymbolicDist(#Float(r)) => Ok(#Float(r)) - | #SymbolicDist(s) => Ok(#SamplingDist(#SymbolicDist(s))) - | #RenderedDist(s) => Ok(#RenderedDist(s)) - | #Array(r) => r |> E.A.fmap(fromNode) |> E.A.R.firstErrorOrOpen |> E.R.fmap(r => #Array(r)) - | #Hash(hash) => - hash - |> E.A.fmap(((name, t)) => fromNode(t) |> E.R.fmap(r => (name, r))) - |> E.A.R.firstErrorOrOpen - |> E.R.fmap(r => #Hash(r)) - | e => Error("Wrong type: " ++ ASTTypes.Node.toString(e)) - } - - // todo: Arrays and hashes - let rec fromNodeWithTypeCoercion = (evaluationParams, _type: _type, node) => - switch (_type, node) { - | (#Float, _) => - switch getFloat(node) { - | Some(a) => Ok(#Float(a)) - | _ => Error("Type Error: Expected float.") - } - | (#SamplingDistribution, _) => - ASTTypes.SamplingDistribution.renderIfIsNotSamplingDistribution( - evaluationParams, - node, - ) |> E.R.bind(_, fromNode) - | (#RenderedDistribution, _) => - ASTTypes.Node.render(evaluationParams, node) |> E.R.bind(_, fromNode) - | (#Array(_type), #Array(b)) => - b - |> E.A.fmap(fromNodeWithTypeCoercion(evaluationParams, _type)) - |> E.A.R.firstErrorOrOpen - |> E.R.fmap(r => #Array(r)) - | (#Hash(named), #Hash(r)) => - let keyValues = - named |> E.A.fmap(((name, intendedType)) => ( - name, - intendedType, - Hash.getByName(r, name), - )) - let typedHash = - keyValues - |> E.A.fmap(((name, intendedType, optionNode)) => - switch optionNode { - | Some(node) => - fromNodeWithTypeCoercion(evaluationParams, intendedType, node) |> E.R.fmap(node => ( - name, - node, - )) - | None => Error("Hash parameter not present in hash.") - } - ) - |> E.A.R.firstErrorOrOpen - |> E.R.fmap(r => #Hash(r)) - typedHash - | _ => Error("fromNodeWithTypeCoercion error, sorry.") - } - - let toFloat: typedValue => result = x => - switch x { - | #Float(x) => Ok(x) - | _ => Error("Not a float") - } - - let toArray: typedValue => result, string> = x => - switch x { - | #Array(x) => Ok(x) - | _ => Error("Not an array") - } - - let toNamed: typedValue => result = x => - switch x { - | #Hash(x) => Ok(x) - | _ => Error("Not a named item") - } - - let toDist: typedValue => result = x => - switch x { - | #SamplingDist(#SymbolicDist(c)) => Ok(#SymbolicDist(c)) - | #SamplingDist(#RenderedDist(c)) => Ok(#RenderedDist(c)) - | #RenderedDist(c) => Ok(#RenderedDist(c)) - | #Float(x) => Ok(#SymbolicDist(#Float(x))) - | x => Error("Cannot be converted into a distribution: " ++ toString(x)) - } -} - -module Function = { - type t = _function - type ts = functions - - module T = { - let make = (~name, ~inputTypes, ~outputType, ~run, ~shouldCoerceTypes=true, _): t => { - name: name, - inputTypes: inputTypes, - outputType: outputType, - run: run, - shouldCoerceTypes: shouldCoerceTypes, - } - - let _inputLengthCheck = (inputNodes: inputNodes, t: t) => { - let expectedLength = E.A.length(t.inputTypes) - let actualLength = E.A.length(inputNodes) - expectedLength == actualLength - ? Ok(inputNodes) - : Error( - "Wrong number of inputs. Expected" ++ - ((expectedLength |> E.I.toString) ++ - (". Got:" ++ (actualLength |> E.I.toString))), - ) - } - - let _coerceInputNodes = (evaluationParams, inputTypes, shouldCoerce, inputNodes) => - Belt.Array.zip(inputTypes, inputNodes) - |> E.A.fmap(((def, input)) => - shouldCoerce - ? TypedValue.fromNodeWithTypeCoercion(evaluationParams, def, input) - : TypedValue.fromNode(input) - ) - |> E.A.R.firstErrorOrOpen - - let inputsToTypedValues = ( - evaluationParams: ASTTypes.evaluationParams, - inputNodes: inputNodes, - t: t, - ) => - _inputLengthCheck(inputNodes, t)->E.R.bind( - _coerceInputNodes(evaluationParams, t.inputTypes, t.shouldCoerceTypes), - ) - - let run = ( - evaluationParams: ASTTypes.evaluationParams, - inputNodes: inputNodes, - t: t, - ) => - inputsToTypedValues(evaluationParams, inputNodes, t)->E.R.bind(t.run) - |> ( - x => - switch x { - | Ok(i) => Ok(i) - | Error(r) => Error("Function " ++ (t.name ++ (" error: " ++ r))) - } - ) - } - - module Ts = { - let findByName = (ts: ts, n: string) => ts |> Belt.Array.getBy(_, ({name}) => name == n) - - let findByNameAndRun = (ts: ts, n: string, evaluationParams, inputTypes) => - findByName(ts, n) |> E.O.fmap(T.run(evaluationParams, inputTypes)) - } -} From 6c282b0c7060221e76ca130b0af202d50e24a551 Mon Sep 17 00:00:00 2001 From: Ozzie Gooen Date: Tue, 5 Apr 2022 15:23:39 -0400 Subject: [PATCH 18/20] Added genType to XYShape to fix tests --- packages/squiggle-lang/src/rescript/utility/XYShape.res | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/packages/squiggle-lang/src/rescript/utility/XYShape.res b/packages/squiggle-lang/src/rescript/utility/XYShape.res index ec2df9f8..aba9ec80 100644 --- a/packages/squiggle-lang/src/rescript/utility/XYShape.res +++ b/packages/squiggle-lang/src/rescript/utility/XYShape.res @@ -1,12 +1,16 @@ +@genType type xyShape = { xs: array, ys: array, } +@genType type interpolationStrategy = [ | #Stepwise | #Linear ] + +@genType type extrapolationStrategy = [ | #UseZero | #UseOutermostPoints From d77f984af6fd92c181cae469566a6fb3d75f3db7 Mon Sep 17 00:00:00 2001 From: Ozzie Gooen Date: Tue, 5 Apr 2022 15:32:06 -0400 Subject: [PATCH 19/20] utility -> Utility --- packages/squiggle-lang/src/rescript/{utility => Utility}/E.res | 0 packages/squiggle-lang/src/rescript/{utility => Utility}/Hash.res | 0 .../squiggle-lang/src/rescript/{utility => Utility}/Jstat.res | 0 .../squiggle-lang/src/rescript/{utility => Utility}/Lodash.res | 0 .../squiggle-lang/src/rescript/{utility => Utility}/Mathjs.res | 0 .../src/rescript/{utility => Utility}/MathjsWrapper.js | 0 .../squiggle-lang/src/rescript/{utility => Utility}/Operation.res | 0 .../src/rescript/{utility => Utility}/SamplingInputs.res | 0 .../src/rescript/{utility => Utility}/Sparklines.res | 0 .../squiggle-lang/src/rescript/{utility => Utility}/XYShape.res | 0 10 files changed, 0 insertions(+), 0 deletions(-) rename packages/squiggle-lang/src/rescript/{utility => Utility}/E.res (100%) rename packages/squiggle-lang/src/rescript/{utility => Utility}/Hash.res (100%) rename packages/squiggle-lang/src/rescript/{utility => Utility}/Jstat.res (100%) rename packages/squiggle-lang/src/rescript/{utility => Utility}/Lodash.res (100%) rename packages/squiggle-lang/src/rescript/{utility => Utility}/Mathjs.res (100%) rename packages/squiggle-lang/src/rescript/{utility => Utility}/MathjsWrapper.js (100%) rename packages/squiggle-lang/src/rescript/{utility => Utility}/Operation.res (100%) rename packages/squiggle-lang/src/rescript/{utility => Utility}/SamplingInputs.res (100%) rename packages/squiggle-lang/src/rescript/{utility => Utility}/Sparklines.res (100%) rename packages/squiggle-lang/src/rescript/{utility => Utility}/XYShape.res (100%) diff --git a/packages/squiggle-lang/src/rescript/utility/E.res b/packages/squiggle-lang/src/rescript/Utility/E.res similarity index 100% rename from packages/squiggle-lang/src/rescript/utility/E.res rename to packages/squiggle-lang/src/rescript/Utility/E.res diff --git a/packages/squiggle-lang/src/rescript/utility/Hash.res b/packages/squiggle-lang/src/rescript/Utility/Hash.res similarity index 100% rename from packages/squiggle-lang/src/rescript/utility/Hash.res rename to packages/squiggle-lang/src/rescript/Utility/Hash.res diff --git a/packages/squiggle-lang/src/rescript/utility/Jstat.res b/packages/squiggle-lang/src/rescript/Utility/Jstat.res similarity index 100% rename from packages/squiggle-lang/src/rescript/utility/Jstat.res rename to packages/squiggle-lang/src/rescript/Utility/Jstat.res diff --git a/packages/squiggle-lang/src/rescript/utility/Lodash.res b/packages/squiggle-lang/src/rescript/Utility/Lodash.res similarity index 100% rename from packages/squiggle-lang/src/rescript/utility/Lodash.res rename to packages/squiggle-lang/src/rescript/Utility/Lodash.res diff --git a/packages/squiggle-lang/src/rescript/utility/Mathjs.res b/packages/squiggle-lang/src/rescript/Utility/Mathjs.res similarity index 100% rename from packages/squiggle-lang/src/rescript/utility/Mathjs.res rename to packages/squiggle-lang/src/rescript/Utility/Mathjs.res diff --git a/packages/squiggle-lang/src/rescript/utility/MathjsWrapper.js b/packages/squiggle-lang/src/rescript/Utility/MathjsWrapper.js similarity index 100% rename from packages/squiggle-lang/src/rescript/utility/MathjsWrapper.js rename to packages/squiggle-lang/src/rescript/Utility/MathjsWrapper.js diff --git a/packages/squiggle-lang/src/rescript/utility/Operation.res b/packages/squiggle-lang/src/rescript/Utility/Operation.res similarity index 100% rename from packages/squiggle-lang/src/rescript/utility/Operation.res rename to packages/squiggle-lang/src/rescript/Utility/Operation.res diff --git a/packages/squiggle-lang/src/rescript/utility/SamplingInputs.res b/packages/squiggle-lang/src/rescript/Utility/SamplingInputs.res similarity index 100% rename from packages/squiggle-lang/src/rescript/utility/SamplingInputs.res rename to packages/squiggle-lang/src/rescript/Utility/SamplingInputs.res diff --git a/packages/squiggle-lang/src/rescript/utility/Sparklines.res b/packages/squiggle-lang/src/rescript/Utility/Sparklines.res similarity index 100% rename from packages/squiggle-lang/src/rescript/utility/Sparklines.res rename to packages/squiggle-lang/src/rescript/Utility/Sparklines.res diff --git a/packages/squiggle-lang/src/rescript/utility/XYShape.res b/packages/squiggle-lang/src/rescript/Utility/XYShape.res similarity index 100% rename from packages/squiggle-lang/src/rescript/utility/XYShape.res rename to packages/squiggle-lang/src/rescript/Utility/XYShape.res From c0118af31517407fdb14a73cf0229ba553b57781 Mon Sep 17 00:00:00 2001 From: Ozzie Gooen Date: Tue, 5 Apr 2022 15:34:19 -0400 Subject: [PATCH 20/20] Changed warning comment --- .../Distributions/PointSetDist/AlgebraicShapeCombination.res | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/AlgebraicShapeCombination.res b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/AlgebraicShapeCombination.res index d94bd4a5..c0d85e60 100644 --- a/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/AlgebraicShapeCombination.res +++ b/packages/squiggle-lang/src/rescript/Distributions/PointSetDist/AlgebraicShapeCombination.res @@ -118,7 +118,7 @@ let combineShapesContinuousContinuous = ( | #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 or logarithms + // 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