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Aims:
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> Describe the pipeline and components getting from aiken to uplc.
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> Describe the pipeline and components getting from Aiken to Uplc.
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## The Preface
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### Motivations
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The motivation for writing this came from a desire to add additional features to aiken not yet available.
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One such feature would evaluate an arbitrary function in aiken callable from javascript.
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The motivation for writing this came from a desire to add additional features to Aiken not yet available.
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One such feature would evaluate an arbitrary function in Aiken callable from JavaScript.
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This would help a lot with testing trying to align on and off-chain code.
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Another more pipe dreamy, adhoc function extraction - from a span of code, generate a function.
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Another more pipe dreamy, ad-hoc function extraction - from a span of code, generate a function.
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A digression to answer _why would this be at all helpful?!_
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Validator logic often needs a broad context throughout.
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How then to best factor code?
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@ -23,14 +23,14 @@ Possible solutions:
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The problems are:
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1. Requires relentless constructing and deconstructing across the function call.
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And this is adds costs in aiken.
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And this is adds costs in Aiken.
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2. Becomes tedious aligning the definition and function call.
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3. End up with very long validators which are hard to unit test.
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My current preferred way is to accept that validator functions are long.
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Adhoc function extraction would allow for sections of code to be tested without needing to be factored out.
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Ad-hoc function extraction would allow for sections of code to be tested without needing to be factored out.
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To do either of these, we need to get to grips with the aiken compilation pipeline.
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To do either of these, we need to get to grips with the Aiken compilation pipeline.
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### This won't age well
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@ -38,11 +38,11 @@ Aiken is undergoing active development.
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This post was started life with Aiken ~v1.14.
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With Aiken v1.15, there were already reasonably significant changes to the compilation pipeline.
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The word is that there aren't as big changes in the near future,
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but this article will undoubtably begin to diverge from the current codebase even before publishing.
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but this article will undoubtedly begin to diverge from the current code-base even before publishing.
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### Limitations of narating code
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### Limitations of narrating code
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Narating code becomes a compromise between being honest and accurate, and being readable and digestable.
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Narrating code becomes a compromise between being honest and accurate, and being readable and digestible.
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Following the command `aiken build` covers well in excess of 10,000 LoC.
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The writing of this post ground slowly to a halt as it progressed deeper into the code
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with the details seeming to increase in importance.
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@ -63,10 +63,10 @@ Tracing `aiken build`, the pipeline is roughly:
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```
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We'll pick our way through these steps
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At a high level we are trying to do something straightforward: reformulate aiken code as uplc.
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Some aiken expressions are relatively easy to handle for example an aiken `Int` goes to an `Int` in uplc.
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Some aiken expressions require more involved handling, for example an aiken `If... If Else... Else `
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must have the branches "nested" in uplc.
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At a high level we are trying to do something straightforward: reformulate Aiken code as Uplc.
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Some Aiken expressions are relatively easy to handle for example an Aiken `Int` goes to an `Int` in Uplc.
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Some Aiken expressions require more involved handling, for example an Aiken `If... If Else... Else `
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must have the branches "nested" in Uplc.
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Aiken also have lots of nice-to-haves like pattern matching, modules, and generics.
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Uplc has none of these.
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#### File crawl
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The program looks for aiken files in both `./lib` and `./validator` subdirs.
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The program looks for Aiken files in both `./lib` and `./validator` sub-directories.
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For each it walks over all contents (recursively) looking for `.ak` extensions.
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It treats these two sets of files a little differently.
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For example, only validator files can contain the special validator functions.
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Aiken has its own _intermediate representation_ called `air` (as in Aiken Intermediate Representation).
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These are common in compiled languages.
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`Air` is defined in `aiken-lang/src/gen_uplc/air.rs`.
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Unsurprisingly, it looks little bit like a language between aiken and plutus.
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Unsurprisingly, it looks little bit like a language between Aiken and plutus.
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In fact, Aiken has another intermediate representation: `AirTree`.
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This is constructed between the `TypedExpr` and `Vec<Air>` ie between parsed aiken and air.
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This is constructed between the `TypedExpr` and `Vec<Air>` ie between parsed Aiken and air.
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#### Climbing the AirTree
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From the call to return of `assign` covers > 600 LoC so we'll leave this as otherwise a black box.
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(`self.handle_each_clause` is also called with `mut` which in turn calls `self.build` for which `mut` it is needed.)
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Validators in aiken are boolean functions while in uplc they are unit-valued (aka void-valued) functions.
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Validators in Aiken are boolean functions while in Uplc they are unit-valued (aka void-valued) functions.
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Thus the air tree is wrapped such that `false` results in an error (`wrap_validator_condition`).
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I don't know why there is a prevailing thought that boolean functions are preferable than functions
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that error if anything is wrong - which is what validators are.
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UnhoistedSequence(Vec<AirTree>),
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}
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```
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Note that `AirStatement` and `AirExpression` are mutually recusive definitions with `AirTree`.
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Note that `AirStatement` and `AirExpression` are mutually recursive definitions with `AirTree`.
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Otherwise, it would be unclear from first inspection how tree-like this really is.
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`AirExpression` has multiple constructors. These include (non-exhaustive)
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For example `hoist_over` will throw an error if called on an `Expression`.
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As `AirTree` is for internal use only, the scope for potential problems is reasonably contained.
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It seems likely this is to avoid similar-yet-different IRs between steps.
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However, the trade off is that it partially obsufucates what is a valid state where.
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However, the trade off is that it partially obfuscates what is a valid state where.
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What is hoisting? hoisting gives the airtree depth.
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The motivation is that by the time we hit uplc it is "generally better"
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The motivation is that by the time we hit Uplc it is "generally better"
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that
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- function defintions appear once rather than being inlined multiple times
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- function definitions appear once rather than being inlined multiple times
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- the definition appears as close to use as possible
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Hoisting creates tree paths.
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The final airtree to airtree step is`self.hoist_functions_to_validator` traverses the paths.
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There is a lot of mutating of self, making it quite hard to keep a handle on things.
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In all this (several thousand?) LoC, it is essentially ascertaining in which node of the tree
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to insert each function definiton.
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to insert each function definition.
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In a resource constrained environment like plutus, this effort is warranted.
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At the same time this function deals with
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- monomophisation - no more generics
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- erasing opaque types
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Neither of which exist at the uplc level.
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Neither of which exist at the Uplc level.
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#### Into Air
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The `to_vec : AirTree -> Vec<Air>` is much easier to digest.
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For one, it is not evaluated in the context of the CodeGenerator,
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For one, it is not evaluated in the context of the code generator,
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and two, there is no mutation of the airtree.
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The function recursively takes nodes of the tree and maps them to entries in a mutable vector.
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It flattens the tree to a vec.
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### Down to uplc
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### Down to Uplc
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Next we go from `Vec<Air> -> Term<Name>`.
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This step is a little more involved than the previous.
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For one, this is executed in the context of the code generator.
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Moreover, the code generatore is treated mutable - ouch.
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Moreover, the code generator is treated mutable - ouch.
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On further inspection we see that the only mutation is setting `self.needs_field_access = true`.
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This flag informs the compiler that, if true, additional terms must be added in one of the final steps
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#### Cranking the Optimizer
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There is a sequence of operations perfromed on the uplc mapping `Term<Name> -> Term<Name>`.
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There is a sequence of operations performed on the Uplc mapping `Term<Name> -> Term<Name>`.
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These remove inconsequential parts of the logic which will appear.
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These include:
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- removing application of the identity function
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- directly substituting where apply lambda is applied to a constant or builtin
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- inline or simplify where apply lambda is applied to a param that appears once or not at all
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- inline or simplify where apply lambda is applied to a parameter that appears once or not at all
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Each of these optimizing methods has a its own relatively narrow focus,
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and so although there is a fair number of LoC, it's reasonably straightforward to follow.
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### Plutus Core Signposting
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All this fuss is to get us to a point where we can write uplc - and good uplc at that.
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All this fuss is to get us to a point where we can write Uplc - and good Uplc at that.
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Note that there's many ways to generate code and most of them are bad.
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The various design decisions and compilation steps make more sense
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when we have a better understanding of the target language.
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Uplc is a lambda calculus.
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For a comprehensive definition on uplc checkout the specification found
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[here](https://github.com/input-output-hk/plutus/#specifications-and-design) from the plutus github repo.
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For a comprehensive definition on Uplc checkout the specification found
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[here](https://github.com/input-output-hk/plutus/#specifications-and-design) from the plutus GitHub repo.
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(I imagine this link will be maintained longer than the current actual link.)
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If you're not at all familiar with lambda calculus I recommend
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[an unpacking](https://crypto.stanford.edu/~blynn/lambda/) by Ben Lynn.
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