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Structured cbor #3036
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Full disclosure: This PR incorporates code from a draft generated by Junie (albeit an impressive draft that saved a day of work). This is not a dumb copypasta of AI-generated code. Even if it were already feature-complete It would still not yet be marked ready for review because we have yet to review everything internally. I also want to stress that "we" is not a euphemism. There will be at least two of us reviewing and discussing internally, almost certainly with additional input from other humans in the process of readying this PR. |
pdvrieze
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I've reviewed the code at a general level. There is a lot of repetition, so I've only commented on the first case, not every one. I guess some of the AI generation is visible in the details.
formats/cbor/commonMain/src/kotlinx/serialization/cbor/CborElement.kt
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Performance seems to be OK (
My hot takes:
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I just noticed something that looks weird to me. See this test case here that is failing and closely compare expected vs actual. the byte string is wrapped twice for the reference. |
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whyoleg
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First round of review from my side :)
Mostly reviewed API surface, will take a look on the implementation details later
| } | ||
| } | ||
| @Serializable(with = CborIntSerializer::class) | ||
| public sealed class CborInt<T : Any>( |
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According to RFC 8949, integers are:
- type 0 -
0..2^64-1 - type 1 -
-2^64..-1
This means that only ULong can really fit both positive and negative values.
So I believe that it will be more correct to have a single CborInt implementation, with an API similar to:
public class CborInt(sign: Int, absoluteValue: ULong, tags) {
constructor(value: Long)
fun toLong(): Long
fun toLongOrNull(): Long?
}where:
- sign is: -1, 0, 1
- toLong - will throw if can't fit - probably a very rare case
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Good catch! I agree. The constructors with the current signature (simply passing a number) should stay for convenience.
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| * traditional methods like [List.get] or [List.size] to obtain CBOR elements. | ||
| */ | ||
| @Serializable(with = CborListSerializer::class) | ||
| public class CborList( |
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It might make sense to call it CborArray, as spec says, it's array, and Json format also calls it JsonArray because it's called array in spec :)
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Sadly, there is an annotation by the very same name ins the same package. Now moving the cbor elements is easily done, but it will probably not be very intuitive (thinking of autocompletion here).
In any case: Good point but not my call!
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Oh, yes, how did I miss that :(
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But this is on me anyhow because git blame says "Prünster" for the whole file containing the @CborArray annotation. So my short-sighted naming is to blame.
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remains an open discussion point
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It would be nice to rename @CborArray into something else, and reuse the name here. And it would be also nice to rename @ByteString annotation too.
While CBOR format is experimental, we are free to break things, but it would be nice to make a transition a bit smoother, and, probably, deprecate @CborAray right now and provide an alternative annotation, and as a next step provide the CborElement API with CborArray reused for the aggregate type.
@sandwwraith WDYT?
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Some migration path would be nice, as I did mess up with naming. Better sooner than later, given the impact of the kotlinx-datetime / kotlin.time migration
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I'm in favor of renaming the annotation, but I'm currently unable to think of a suitable name right now. Maybe @CborAsArray or @CborObjectAsArray, but these look clumsy
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@EncodeAsCborArray?
| * See [RFC 8949 3.4. Tagging of Items](https://datatracker.ietf.org/doc/html/rfc8949#name-tagging-of-items). | ||
| */ | ||
| @OptIn(ExperimentalUnsignedTypes::class) | ||
| public var tags: ULongArray = tags |
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I believe we should make the implementation in a way, that it will be not mutable
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We can make it so that there is a val with a custom getter that delegates to the actual field, but the tags should still be simply written to a CborElement as they are collected upon deserialisation, to avoid serialization overhead. Actually, the elements should probably be mutable too internally so the whole container structure that now collects tags and elements for Cbor structures can go away.
In the end this would mean that we have:
- an
internal varmaking it possible to collect tags during deserialisation, but apublic val tagswith a custom getter and no backing field - an
internal val elementsfor array and map so we can also collect elements as we go and get rid of another instantiation, but apublic val elements: List<CborElement>
This should boost performance for deserialisation significantly
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Of course, this is related to #3036 (comment), but it would also be nice to compare it to how JSON works with lists. Maybe there is some pattern there that could be used inside the CBOR implementation.
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Not touching this yet, as it does relate to #3036 (comment). I still stand by my proposal from the comment above, though.
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There are two issues with unsigned arrays being a part of public API:
- arrays are mutable (which is not very nice in general, but given that
tagsare used to calculate equals & hashCode, it makes things even worse); - unsigned arrays are experimental and experimental API should be a part of the public API.
And it's definitely should be val, not var.
As of tags mutability (I mean, tags being an array itself), we can introduce a dedicated CborTags collection-type or something, but it's up to discussion.
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They will be boxed, though. Theoretically, we can make a defensive copy in a custom getter instead, but I'm not sure it will be faster (less memory pressure tho).
Also, we have already gone down the road with experimentality with @KeyTags/ValueTags.
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Also, we have already gone down the road with experimentality with
@KeyTags/ValueTags.
True. Yet, the mutability concern holds still (and there's a similar one for CborByteString, BTW), so we need some other way to represent tags than by using an array.
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I'll have to dig into the internals and see how this is currently done. If there seems to be too much array copying going on, a list is worth reconsidering. Otherwise, make the public-facing property a val with a custom getter on an internally mutable property, I guess?!
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less memory pressure tho
Speaking of memory pressure, the current implementation allocates a fresh ULongArray instance for every CborElement. Assuming that majority of element won't have tags associated with them, it feels pretty excessive.
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A bit dirty, but what if we treat null and empty arrays both as "no tags"?
| * This method is allowed to invoke only as the part of the whole deserialization process of the class, | ||
| * calling this method after invoking [beginStructure] or any `decode*` method will lead to unspecified behaviour. | ||
| */ | ||
| public fun decodeCborElement(): CborElement |
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I believe that there should also be CborEncoder.encoderCborElement as in Json
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That just delegates to encodeToByteArray<CborElement>, right?!
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Most probably to encodeSerializableValue(CborElementSerializer, element), but yes, just for symmetry
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done in 004dd1d
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| /*need to expose writer to access encodeTag()*/ | ||
| internal fun Encoder.asCborEncoder() = this as? CborWriter |
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I do think that we should probably make it possible to cast only to CborEncoder here so that we use the same public API as the user.
As far as I see, the only thing needed is encodeTags—so is this a sign that encodeTags might be exposed on the CborEncoder interface?
I'm not sure, though, how useful it could be in reality, but it seems like it should be possible to encode tags manually.
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You are probably on to something here. I should investigate tag handling some more
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done in 1d97928
| @Serializable(with = CborPositiveIntSerializer::class) | ||
| public class CborPositiveInt( | ||
| value: ULong, | ||
| vararg tags: ULong |
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This vararg feels very unfortunate. For example, currently, it's possible to call CborPositiveInt(1u, 2u, 3u), and it's really hard to tell what's going on here.
UlongArray will probably be better
Overall, it's applied to all other declarations; e.g., CborString("1", 1, 2, 3) doesn't feel better.
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I agree with the first part, but the second part is simply in line with how the tagging annotations behave and it is convenient for the user (much more so that ulongArrrayOf().
Yet, I am aware that it should be consistent, so making ints work differently from everything else is also not really nice… In the end, don't really have an opinion. Sort it out internally, it's a straight-forward refactor anyways.
What would help in such cases is a language feature that forces parameter name specification at the call site, but that is not going to happen anytime soon, if ever.
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Just in case, for me additional tags field looks very similar to how annotations are applied currently.
Additionally, with Collection Literals it will look like CborString("hello", [1u, 2u, 3u]) or with Named-only parameters it could even be forced to call it like CborString("hello", tags = [1u, 2u, 3u])
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Those two features would help, but in the meantime, we need something else for a solution
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this remains an open discussion point and is ultimately not my call
| * The whole hierarchy is [serializable][Serializable] only by [Cbor] format. | ||
| */ | ||
| @Serializable(with = CborElementSerializer::class) | ||
| public sealed class CborElement( |
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What do you think about the alternative design:
sealed class CborElement {
abstract val tags: ULongArray
abstract fun withTags(tags: ULongArray): CborElement
}
// and all other
class CborString(value: String): CborElement() {
override fun withTags(tags: ULongArray): CborString
}Or, even having CborElement have no tags at all, but have a wrapper element CborTagged?
sealed class CborElement
// and all other
class CborString(value: String): CborElement()
class CborTagged(element: CborElement, tags: ULongArray): CborElementBoth variants may apply some performance penalty, though.
It's just that, reading the spec and current implementation of CborElementSerializers, the current placement of tags seems unfortunate and does not result in straightforward logic.
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The first one solves the issues nicely and it would work well with the internally mutable tags array s.t. it would avoid instantiation overhead just for modifying tags. BUT, that would be a footgun for the consumer.
I have thought about CborTagged, also because of the asymmetric serialization/deserialization behaviour, which really is not all that nice, but also very niche (why would anyone in their right mind do this??)
When I started with the implementation, I was imagining how the most straight-forward and usable way would look like: Tags are attached to something and have a hierarchy. An array is enough to represent this and makes for a nice API that mirrors the pattern of @ValueTags, @ObjectTags, and @KeyTags. Now you could get rid of that pesky asymmetry, if you disallow those annotations on CborElement. Then I'd assume we'd be back to straightforward logic again?!
Bottom line: there are issues that need sorting out. The inconsistency issue is documented in the readme, so I was not trying to cover anything up, but I wanted unbiased opinions and fresh ideas because I could not get to a satisfactory solution by myself. It worked once already. I just hope Leonid checks the code first, and the comments later ;-)
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Any updates on the open discussion points? |
fzhinkin
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@JesusMcCloud, sorry for the delay with review. 😿
I didn't thoroughly review the serialization machinery, but focused on the API part for now.
formats/cbor/commonMain/src/kotlinx/serialization/cbor/internal/CborElementSerializers.kt
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| /*need to expose writer to access encodeTag()*/ | ||
| internal fun Encoder.asCborEncoder() = this as? CborEncoder | ||
| ?: throw IllegalStateException( |
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Don't forget to cover this behavior with tests.
| */ | ||
| @Serializable(with = CborIntSerializer::class) | ||
| @ExperimentalSerializationApi | ||
| public class CborInt( |
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What do you think about CborInteger instead? It's closer to major type descriptions from the spec (an unsigned integer, a negative integer) and it is farther from Kotlin's Int.
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I'm fine with both. Completely up to you guys
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Let's make it CborInteger then.
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| /** | ||
| * **WARNING! Possible truncation/overflow!** E.g., `-2^64` -> `1` |
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Silent truncation/overflow is something we should avoid. I'd vote for an exception if a value could not be represented as Long (Int, Short, or Byte - more on that later), and an additional toLongOrNull function, that'll return null on overflow.
It would be nice to align the API with what we already have for JsonElement and instead of providing a member function, provide extension properties.
And it seems reasonable to provide properties returning other integer types too.
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toLongOrNull sound good (also for other integer types)!
What would be core functionality (implemented as member functions) and what should be extensions? Or is it really just "look at JsonElement and replicate that" without leaving anything ambiguous?
| @Serializable(with = CborNullSerializer::class) | ||
| @ExperimentalSerializationApi | ||
| public class CborNull(vararg tags: ULong) : CborPrimitive<Unit>(Unit, tags) | ||
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Topic for later discussion: do we need a CborUndefined? It's one of the values that could not be parsed with the existing API, yet it is something a valid CBOR document might contain.
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Great catch! We need a CborUndefined. I totally forgot about that!
| * traditional methods like [List.get] or [List.size] to obtain CBOR elements. | ||
| */ | ||
| @Serializable(with = CborListSerializer::class) | ||
| public class CborList( |
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It would be nice to rename @CborArray into something else, and reuse the name here. And it would be also nice to rename @ByteString annotation too.
While CBOR format is experimental, we are free to break things, but it would be nice to make a transition a bit smoother, and, probably, deprecate @CborAray right now and provide an alternative annotation, and as a next step provide the CborElement API with CborArray reused for the aggregate type.
@sandwwraith WDYT?
| ")" | ||
| } | ||
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| } No newline at end of file |
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There are few things that are currently missing, but that would otherwise improve DX when it comes to using CborElement API:
- casting functions/properties such as
val CborElement.cborFloat: CborFloat,val CborElement.cborList: CborListfun CborElement.asCborFloat(): CborFloat, ...
- builders for aggregates, similar to
JsonObjectBuilderandJsonArrayBuilder
Those could be added later, though.
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I agree that these should be there and all of those are easy wins, given a foundation is there and I can add all of these. I'd just like a complete list (even if it is "only" a link to some JSON API Docs or whatever). BUT: I'd really like this PR to make it into the closest possible release, as we have a very concrete need for this.
That being said, I'd propose the following strategy going forward:
- I'll address all the open issues that are sorted out already (i. e. stuff that just needs to be done).
- All the open discussion points that affect the API should be sorted out ASAP
- We will integrate a snapshot build into our codebase, so we have some real-world feedback to check if the API is missing anything or if some behaviour is too limiting
- Then we'll finalise this PR
- Depending on how large everything is and how pressing the need for builders is, they should be part of this PR or part of a separate one. I just don't want something small being the reason for having to wait for another release cycle…
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Depending on how large everything is and how pressing the need for builders is, they should be part of this PR or part of a separate one
We can definitely add them as a follow up:
Those could be added later, though.
Co-authored-by: Filipp Zhinkin <filipp.zhinkin@gmail.com>
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| override fun deserialize(decoder: Decoder): CborFloat { | ||
| decoder.asCborDecoder() | ||
| return CborFloat(decoder.decodeDouble()) |
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Tags will be lost here during deserialization (the same is true for CborMap and CborList deserialization routines).
| override fun isElementOptional(index: Int): Boolean = original.isElementOptional(index) | ||
| } | ||
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| private fun CborWriter.encodeTags(value: CborElement) { // Encode tags if present |
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It is unused
| val cborEncoder = encoder.asCborEncoder() | ||
| cborEncoder.encodeTags(value.tags) | ||
| //this we really don't want to expose so we cast here | ||
| (cborEncoder as CborWriter).encodeByteString(value.value) |
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But the CborEncoder is public and it could be anything else.
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| decoder.decodeNull() | ||
| return CborNull() |
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Tags will be lost here too
| fun finalize() = when (this) { | ||
| is List -> CborList(content = elements, tags = tags) | ||
| is Map -> CborMap( | ||
| content = if (elements.isNotEmpty()) IntRange(0, elements.size / 2 - 1).associate { |
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It worth adding a check that elements.size is even.
| is Map -> CborMap( | ||
| content = if (elements.isNotEmpty()) IntRange(0, elements.size / 2 - 1).associate { | ||
| elements[it * 2] to elements[it * 2 + 1] | ||
| } else mapOf(), |
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I would also vote for
buildMap {
for (i in 0 until elements.size / 2 - 1) {
put(elements[i * 2], elements[i * 2 + 1])
}
}as an alternative to if (..) associate {} or mapOf()
| protected val elements = elements | ||
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| var tags = tags | ||
| internal set |
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CborContainer is internal anyway
| class List(tags: ULongArray, elements: MutableList<CborElement> = mutableListOf()) : | ||
| CborContainer(tags, elements) | ||
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| class Primitive(tags: ULongArray) : CborContainer(tags, elements = mutableListOf()) { |
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Primitive is unused and could be removed, isn't it?
| public fun <T> encodeToCborElement(serializer: SerializationStrategy<T>, value: T): CborElement { | ||
| val writer = StructuredCborWriter(this) | ||
| writer.encodeSerializableValue(serializer, value) | ||
| return writer.finalize() |
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It does not support primitive values (try Cbor.encodeToCborElement(42)).
It also fails for ByteArrays when alwaysUseByteString = true.
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| // value tags are collects inside beginStructure, so we need to cache them here and write them in beginStructure or encodeXXX | ||
| // and then null them out, so there are no leftovers | ||
| private var nextValueTags: ULongArray = ulongArrayOf() |
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It's better to be a function with a name that'll give away the behavior.
Also, I'm not sure that reallocating array every time we need to append a tag is the best way to collect tags. ProtobufTaggedBase shows a more efficient approach, although for CBOR tagsStack-analogue should be nullable and has null value by default (I assume that elements are usually untagged).
| isClass = descriptor.getElementDescriptor(index).kind == StructureKind.CLASS | ||
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| encodeByteArrayAsByteString = descriptor.isByteString(index) | ||
| //TODO check if cborelement and be done |
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Sorry, I didn't get what's left to do here
| * @throws [IllegalArgumentException] if the decoded input cannot be represented as a valid instance of type [T] | ||
| */ | ||
| @ExperimentalSerializationApi | ||
| public inline fun <reified T> Cbor.decodeFromCborElement(element: CborElement): T = |
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The following round-trip transformation does not work with elements, but works find when encoding to / decoding from a byte array:
@Serializable data class Wrapped(val x: Int)
@Serializable data class Wrapper(val datum: Wrapped?)
val wrapper = Wrapper(null)
Cbor.decodeFromCborElement<Wrapper>(Cbor.encodeToCborElement(wrapper))| * Deserializes the given [element] element into a value of type [T] using a deserializer retrieved | ||
| * from reified type parameter. | ||
| * | ||
| * @throws [SerializationException] if the given JSON element is not a valid CBOR input for the type [T] |
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I think there are no such JsonElements that are valid CBOR inputs ;)
| override fun isNull() = | ||
| if (layer.isStructure) layer.peek().let { | ||
| it is CborNull || | ||
| /*THIS IS NOT CBOR-COMPLIANT but KxS-proprietary handling of nullable classes*/ |
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Note that a null-as-an-empty-map and an empty map (or an object w/o properties) have different encoding and are distinguishable from each other.
However, once we have an empty CborMap, it's impossible to say if it represents a null, or an empty map.
As a result, it leads to some ambiguity:
@Serializable class Wrapped
@Serializable data class Wrapper(val x: Wrapped?)
@Serializable data class StrictWrapper(val x: Wrapped)
val b = Wrapper(Wrapped())
val element = Cbor.decodeFromByteArray<CborElement>(Cbor.encodeToByteArray(b))
// Wrapper(x=null), but x is not null here
println(Cbor.decodeFromCborElement<Wrapper>(element))
// StrictWrapper(x=kotlinx.serialization.cbor.CborElementTest$cborEncodeDecodeNull$Wrapped@57ae95ca)
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The underlying issue here is the non-compliant default behaviour that requires this special handling of nullable classes, because with correct defaults, we would not need to take this branch for maps, wouldn't we?!
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Could you please clarify what do you mean by "non-compliant default behavior"? Null objects being represented by empty maps?
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I'm referring to #2848. Probably mo own doing, but I'm still investigating
| * Appends the given CBOR [element] to the current output. | ||
| * This method is allowed to invoke only as the part of the whole serialization process of the class, | ||
| * calling this method after invoking [beginStructure] or any `encode*` method will lead to unspecified behaviour | ||
| * and may produce an invalid CBOR result. |
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TBH, this is a very strange limitation (which I also see present in CborDecoder).
Could you please describe it in more detail, and why we can't do this?
| /** | ||
| * Encode a negative value as [CborInt]. This function exists to encode negative values exceeding [Long.MIN_VALUE] | ||
| */ | ||
| public fun encodeNegative(value: ULong) | ||
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| /** | ||
| * Encode a positive value as [CborInt]. This function exists to encode negative values exceeding [Long.MAX_VALUE] | ||
| */ | ||
| public fun encodePositive(value: ULong) |
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It feels a bit strange that we expose those.
If users need those, they should be able to just do:
encodeCborElement(CborInteger(...))| @ExperimentalSerializationApi | ||
| public class CborInt( | ||
| absoluteValue: ULong, | ||
| public val sign: Sign, |
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Yes! I'm fine with a flag like isPositive/isNegative.
Should we also then add an assertion that if the value is 0, we should have isPositive=true?
| public fun encodeCborElement(element: CborElement): Unit = encodeSerializableValue(CborElementSerializer, element) | ||
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| /** | ||
| * Allows manually encoding CBOR tags. Use with caution, as it is possible to produce invalid CBOR if invoked carelessly! |
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I remember that it was my suggestion to add this function, but I was thinking that it would be just an alternative to *Tags annotations.
As per the specification, tags are encoded as is, followed by the data items. So something like:
encodeTags(...)
encodeTags(...) // this should also work fine
encodeInt(...) // or anything elseSo the only erroneous call to encodeTags is the one which will not be followed by another encode* call, am I right?
In this case, maybe we need to change the signature to something like encodeWithTags(...) { this: Encoder -> } so that we can easily check this? Or, we can do it similarly to inline classes encoding?
Or perhaps it means we need to rethink this API (and maybe all other tag-related API)?
In any case, I think it would be beneficial to explore how real-world use cases (with tags) might be implemented with this API without using the @Serializable annotation.
Here is one of the RFCs, which is not COSE.
Multi-tag example:
d8 c8 # tag(200) envelope
d8 c9 # tag(201) leaf
65 # text(5)
416c696365 # "Alice"
d8 c8 # tag(200) envelope
82 # array(2)
d8 c9 # tag(201) leaf
65 # text(5)
416c696365 # "Alice"
a1 # map(1)
d8 c9 # tag(201) leaf
65 # text(5)
6b6e6f7773 # "knows"
d8 c9 # tag(201) leaf
63 # text(3)
426f62 # "Bob"
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Thanks for alle the comments! I'll have to dig up some memories that have since collected dust to sort some of the issue out and figure some stuff out again from scratch, as I haven't looked into this for many weeks and forgotten about most of the implementation details ;-). So it will take a bit before I'll push changes, addressing issues. |
fixes #2975
This PR introduces structured CBOR encoding and decoding
Encoding from/to
CborElementBytes can be decoded into an instance of
CborElementwith the [Cbor.decodeFromByteArray] function by either manuallyspecifying [CborElement.serializer()] or specifying [CborElement] as generic type parameter.
It is also possible to encode arbitrary serializable structures to a
CborElementthrough [Cbor.encodeToCborElement].Since these operations use the same code paths as regular serialization (but with specialized serializers), the config flags
behave as expected
Newly introduced CBOR-specific structures
[CborPrimitive] represents primitive CBOR elements, such as string, integer, float boolean, and null.
CBOR byte strings are also treated as primitives
Each primitive has a [value][CborPrimitive.value]. Depending on the concrete type of the primitive, it maps
to corresponding Kotlin Types such as
String,Int,Double, etc.Note that Cbor discriminates between positive ("unsigned") and negative ("signed") integers!
CborPrimitiveis itself an umbrella type (a sealed class) for the following concrete primitives:nullBoolean(it is still possible to instantiate it as the
invokeoperator on its companion is overridden accordingly):Longnumbers≥0Longnumbers<0StringDoubleByteArrayand is used to encode them as CBOR byte string (in contrast to a listof individual bytes)
[CborList] represents a CBOR array. It is a Kotlin [List] of
CborElementitems.[CborMap] represents a CBOR map/object. It is a Kotlin [Map] from
CborElementkeys toCborElementvalues.This is typically the result of serializing an arbitrary
Example
Decoding it results in the following CborElement (shown in manually formatted diagnostic notation):
Implementation Details
I tried to stick to the existing CBOR codepaths as closely as possible, and the approach to add tags directly to CborElements is the most pragmatic way of getting expressiveness and convenient use. It does come with a caveat (also taken from the Readme:
Tags are properties of
CborElements, and it is possible to mixing arbitrary serializable values withCborElements thatcontain tags inside a serializable structure. It is also possible to annotate any [CborElement] property
of a generic serializable class with
@ValueTags.This can lead to asymmetric behavior when serializing and deserializing such structures!
The test cases (and comments in the test cases reflect this
Closing Remarks
I also fixed a faulty hex input test vector that I introduced myself, last year, if I pieced it together correctly (see here) and I amended the benchmarks. (see here).
Since the commits from here will be squashed anyways, I did not care for a clean history.