diff --git a/dataconfig/Advanced/NoMetaData.html b/dataconfig/Advanced/NoMetaData.html
index 1925b1c..c4d8f1f 100644
--- a/dataconfig/Advanced/NoMetaData.html
+++ b/dataconfig/Advanced/NoMetaData.html
@@ -147,11 +147,11 @@ <h1 class="menu-title">DataConfig Book</h1>
                 <div id="content" class="content">
                     <main>
                         <h1 id="no-metadata"><a class="header" href="#no-metadata">No MetaData</a></h1>
-<p>Some DataConfig behaviors take advantage of <a href="https://docs.unrealengine.com/en-US/metadata-specifiers-in-unreal-engine/">property metadata</a>, notable the default <code>DcSkip</code> metadata to let DataConfig ignore a property:</p>
+<p>Some DataConfig behaviors take advantage of <a href="https://docs.unrealengine.com/en-US/metadata-specifiers-in-unreal-engine/">property metadata</a>. For example the default <code>DcSkip</code> metadata let DataConfig ignore marked property:</p>
 <pre><code class="language-c++">//  DataConfigTests/Private/DcTestProperty3.h
 UPROPERTY(meta = (DcSkip)) int SkipField1;
 </code></pre>
-<p>However the metadata would be stripped in packaged builds, meanwhile the <code>FProperty::GetMetaData/HasMetaData()</code> methods would be gone. The state is roughly like this:</p>
+<p>However the metadata would be stripped in packaged builds and <code>FProperty::GetMetaData/HasMetaData()</code> set of methods would be gone. The state is roughly like this:</p>
 <ol>
 <li>In <a href="https://docs.unrealengine.com/en-US/packaging-unreal-engine-projects/">packaged builds</a> there's no metadata C++ methods nor any data.</li>
 <li>Program targets can choose whether to keep metadata methods by setting <code>bBuildWithEditorOnlyData</code> in <code>Target.cs</code>. This toggles macro <code>WITH_EDITORONLY_DATA</code>.
@@ -159,17 +159,18 @@ <h1 id="no-metadata"><a class="header" href="#no-metadata">No MetaData</a></h1>
 <li>In editor metadata works as intended.</li>
 </ol>
 <p>In release 1.4.1 we fixed compilation on <code>!WITH_EDITORONLY_DATA</code>. This would allow you to include <code>DataConfigCore</code> as a runtime module and ship it with your project. This is an intended and supported use case.</p>
-<p>However some builtin DataConfig features are affected in builds with no metadata.</p>
+<p>However with no metadata some default DataConfig behaviors would be different:</p>
 <ul>
 <li>All builtin metas (<code>DcSkip/DcMsgPackBlob</code>) are ignored.</li>
 <li>Bitflag enums (<code>UENUM(meta = (Bitflags))</code>) are ignored. All enums are now treated as scalar.</li>
 </ul>
-<p>The good news is that DataConfig allows you to workaround this <a href="../Programming/SerializerDeserializer.html">by writing custom serialization handlers</a>. For example for bitflag enums:</p>
+<p>The good news is that you can workaround this <a href="../Programming/SerializerDeserializer.html">by writing custom serialization handlers</a>. For example for bitflag enums:</p>
 <ul>
 <li>Name your bitflag enums with a prefix like <code>EFlagBar</code> and check for it in predicates.</li>
 <li>Collect a list of bitflag enum names and test for it in predicates.</li>
 <li>On serializing <code>PeekRead</code> for next data entry. If it's a <code>ArrayRoot</code> then treat it as a bitflag enum.</li>
 </ul>
+<p>Note that you should be able to implement these without modifying <code>DataConfigCore</code> code.</p>
 
                     </main>
 
diff --git a/dataconfig/print.html b/dataconfig/print.html
index 1fe433c..c906264 100644
--- a/dataconfig/print.html
+++ b/dataconfig/print.html
@@ -2856,11 +2856,11 @@ <h2 id="coercion"><a class="header" href="#coercion">Coercion</a></h2>
 </code></pre>
 <p>Note that <code>FDcPropertyBuilder</code> would create a heap allocated <code>FProperty</code> and <code>LinkOnScope()</code> returns a <code>TUniquePtr</code>. You might want to cache the properties if used repeatedly.</p>
 <div style="break-before: page; page-break-before: always;"></div><h1 id="no-metadata"><a class="header" href="#no-metadata">No MetaData</a></h1>
-<p>Some DataConfig behaviors take advantage of <a href="https://docs.unrealengine.com/en-US/metadata-specifiers-in-unreal-engine/">property metadata</a>, notable the default <code>DcSkip</code> metadata to let DataConfig ignore a property:</p>
+<p>Some DataConfig behaviors take advantage of <a href="https://docs.unrealengine.com/en-US/metadata-specifiers-in-unreal-engine/">property metadata</a>. For example the default <code>DcSkip</code> metadata let DataConfig ignore marked property:</p>
 <pre><code class="language-c++">//  DataConfigTests/Private/DcTestProperty3.h
 UPROPERTY(meta = (DcSkip)) int SkipField1;
 </code></pre>
-<p>However the metadata would be stripped in packaged builds, meanwhile the <code>FProperty::GetMetaData/HasMetaData()</code> methods would be gone. The state is roughly like this:</p>
+<p>However the metadata would be stripped in packaged builds and <code>FProperty::GetMetaData/HasMetaData()</code> set of methods would be gone. The state is roughly like this:</p>
 <ol>
 <li>In <a href="https://docs.unrealengine.com/en-US/packaging-unreal-engine-projects/">packaged builds</a> there's no metadata C++ methods nor any data.</li>
 <li>Program targets can choose whether to keep metadata methods by setting <code>bBuildWithEditorOnlyData</code> in <code>Target.cs</code>. This toggles macro <code>WITH_EDITORONLY_DATA</code>.
@@ -2868,17 +2868,18 @@ <h2 id="coercion"><a class="header" href="#coercion">Coercion</a></h2>
 <li>In editor metadata works as intended.</li>
 </ol>
 <p>In release 1.4.1 we fixed compilation on <code>!WITH_EDITORONLY_DATA</code>. This would allow you to include <code>DataConfigCore</code> as a runtime module and ship it with your project. This is an intended and supported use case.</p>
-<p>However some builtin DataConfig features are affected in builds with no metadata.</p>
+<p>However with no metadata some default DataConfig behaviors would be different:</p>
 <ul>
 <li>All builtin metas (<code>DcSkip/DcMsgPackBlob</code>) are ignored.</li>
 <li>Bitflag enums (<code>UENUM(meta = (Bitflags))</code>) are ignored. All enums are now treated as scalar.</li>
 </ul>
-<p>The good news is that DataConfig allows you to workaround this <a href="Advanced/../Programming/SerializerDeserializer.html">by writing custom serialization handlers</a>. For example for bitflag enums:</p>
+<p>The good news is that you can workaround this <a href="Advanced/../Programming/SerializerDeserializer.html">by writing custom serialization handlers</a>. For example for bitflag enums:</p>
 <ul>
 <li>Name your bitflag enums with a prefix like <code>EFlagBar</code> and check for it in predicates.</li>
 <li>Collect a list of bitflag enum names and test for it in predicates.</li>
 <li>On serializing <code>PeekRead</code> for next data entry. If it's a <code>ArrayRoot</code> then treat it as a bitflag enum.</li>
 </ul>
+<p>Note that you should be able to implement these without modifying <code>DataConfigCore</code> code.</p>
 <div style="break-before: page; page-break-before: always;"></div><h1 id="automation"><a class="header" href="#automation">Automation</a></h1>
 <p>One thing we find that's really important when maintaining DataConfig across multiple UE versions, is that proper automation is a must. On this page we document how to run the bundled automation tests.</p>
 <p>Note that all instructions shown here are using Windows with a Cmd shell. You'll need to adapt to your system setup.</p>
diff --git a/dataconfig/searchindex.js b/dataconfig/searchindex.js
index 4fea37d..7cb47e9 100644
--- a/dataconfig/searchindex.js
+++ b/dataconfig/searchindex.js
@@ -1 +1 @@
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framework for Unreal Engine that just works! DataConfig is a serialization framework built on top of Unreal Engine's Property System. It aims to be friendly and robust while offering good performance. Notably features: Out of the box JSON/MsgPack read write. Full support for UPROPERTY()/UCLASS()/USTRUCT()/UENUM(). Pull/Push style API for verbatim data access and lossless type information. Designed as a collection of tools that can be easily extended to support other formats.","breadcrumbs":"Intro » DataConfig Book","id":"0","title":"DataConfig Book"},"1":{"body":"Get the code on github . See Examples for code examples. See Integration for quick integration guide. See Design for more context about the project. See Extra for more advanced usages. See Changes for versioning history. There's also DataConfig JSON Asset on UE Marketplace. It's a premium plugin for importing JSON to UE data assets.","breadcrumbs":"Intro » Getting Started","id":"1","title":"Getting Started"},"10":{"body":"Get a copy of DataConfig repository . Then copy ./DataConfig (where DataConfig.uplugin is located) into your project's Plugins directory. Delete DataConfig4.uplugin. Delete DataConfig/Source/DataConfigHeadless folder. This step is crucial or you your project won't build .","breadcrumbs":"Integration » Manual Steps for UE5","id":"10","title":"Manual Steps for UE5"},"100":{"body":"The oldest version DataConfig supports is UE 4.25, in which it introduces a major refactor that changes UProperty to FProperty. We intended to support UE4 in the foreseeable future, especially when we now have separated uplugin for UE4 and UE5.","breadcrumbs":"Advanced » UE Upgrades » UE4","id":"100","title":"UE4"},"101":{"body":"All notable changes to this project will be documented in this file.","breadcrumbs":"Changes » Changes","id":"101","title":"Changes"},"102":{"body":"Fix compilation on !WITH_EDITORONLY_DATA. See No MetaData . Initial UE 5.2 support.","breadcrumbs":"Changes » 1.4.1 - 2023-2-15","id":"102","title":"1.4.1 - 2023-2-15"},"103":{"body":"Checkout blog post \"DataConfig 1.4 Released with UE 5.1 Support\" . NEW Support for UE 5.1. See UE version upgrade . NEW Extra samples and docs. Advanced - Automation Extra - InstancedStruct Configuring with FPropertyConfig Writing Handlers - Coercion CHANGE Use separated uplugin for UE4 and UE5. See Integration FIX Core changes and fixes: Fail when FPropertyWriter::WriteObjectReference() takes nullptr. See test: DataConfig.Core.Property.DiagNullObject Additional check for class mismatch for default object deserialize handlers. See test: DataConfig.Core.Deserialize.DiagObjectClassMismatch","breadcrumbs":"Changes » 1.4.0 - 2022-11-17","id":"103","title":"1.4.0 - 2022-11-17"},"104":{"body":"Checkout blog post \"DataConfig Core and JSON Asset 1.3 Release\" . CHANGE Property reader/writer improvement and fixes Allow reading Array/Set/Map and native array like int arr[5] as root. See: Non Class/Struct Root Expand property with ArrayDim > 1 as array. See: Property Performance improvement by caching FScript/Array/SetHelper NEW Extra samples: Dump Asset To Log Deserialize From SQLite Query Inline Struct FIX Core changes and fixes: Fix stale enum property fields serialization crash. Fix TSet/TMap serialization crashes. Fix soft object/class reference serialize to nil when it's not loaded. Fix pipe property class/object handlers. Fix TObjectPtr<> serialialzation and deserialization. Fix PeekReadDataPtr on class property. Removed FScopedStackedReader/FScopedStackedWriter usage. Fix HeuristicVerifyPointer diagnostic. Fix DC_TRY shadowing variable Ret. JSON now support non string keyed TMap<> as [{ \"$key\": <foo>, \"$value\": <bar> }]. See: JSON - Map Fix DcPropertyUtils::DcIsSubObjectProperty() Now it only checks for CPF_InstancedReference. Update screenshots to UE5. Note that DataConfig still supports from 4.25 and onwards . Update Property docs.","breadcrumbs":"Changes » 1.3.0 - 2022-6-20","id":"104","title":"1.3.0 - 2022-6-20"},"105":{"body":"Support for UE 5.0.0 Add DebugGetRealPropertyValue for double BP fields.","breadcrumbs":"Changes » 1.2.2 - 2022-4-5","id":"105","title":"1.2.2 - 2022-4-5"},"106":{"body":"Support for UE5 Preview 1 . FIX Compile fixes for examples on UE 4.25. FIX UE 4.25/4.26 editor extra BP serde automation test fixes. FIX FDcAnsiJsonWriter writes non ascii char to ? when string contains escaping characters. FDcJsonWriter was unaffected. This only happens to the ansi char writer and only when input has escapes like \\t.","breadcrumbs":"Changes » 1.2.1 - 2022-2-23","id":"106","title":"1.2.1 - 2022-2-23"},"107":{"body":"Checkout blog post \"Introducing DataConfig 1.2\" . NEW Serializer. Previously we only have deserializers. Serializer API mirrors deserializers. Builtin serialization and deserialization handlers are all roundtrip-able. DcDiagnosticDeserialize -> DcDiagnosticSerDe for sharing diagnostics. DcDeserializeUtils -> DcSerDeUtils for sharing code. NEW MsgPack reader and writer. Full spec implemented, minus the \"Timestamp extension type\". Integrate and passes kawanet/msgpack-test-suite . NEW JSON writer. With WIDECHAR/ANSICHAR specialization as JSON Reader. Accept config to output pretty or condensed output. NEW Builtin metas. DcSkip - skip marked fields DcMsgPackBlob - marked TArray<>/Struct would be read as blob by MsgPack SerDe CHANGE Core type changes. FDcReader/FDcWriter changes. FDcStruct/ClassStat renamed to FDcStruct/ClassAccess. ReadStruct/ClassRoot() renamed to ReadStruct/ClassRootAccess. AddReadStruct/ClassRoot() that takes no argument for common use cases. FDcReader::Coercion() now returns a FDcResult [Read/Write]Soft[Object/Class]Reference takes FSoftObjectPtr. RTTI with GetId() and CastById() FDcSerializer/FDcDeserializer changes. DcDiagnosticDeserialize -> DcDiagnosticSerDe for sharing diagnostics. DcDeserializeUtils -> DcSerDeUtils for sharing code. Add handlers to read/write Soft/Lazy references as is, without loading the object. Implicit call Properties.Push() before context Prepare(). Removed FDcScopedProperty in favor of DcDeserializeUtils::RecursiveDeserialize() it's more concise. FDcPropertyReader/FDcPropertyWriter changes. When reading class object keys any one with $ will be ignored. previously only allow $type, $path. note that struct by default don't check for these. It's trivia to add the logic if you want to. Add FDcPropertyReader::PeekReadDataPtr matches with PeekProperty FDcJsonReader changes. Remove object key length limit, which was 2048 and it's incorrect. Though FName is capped at 1024, which is a Unreal Engine limit. Fix ReadName() which previously would fail. Fix quoted string parsing/escaping in ParseQuotedString Add EDcDataEntry::Extension. Add FDcPropertyDatum template constructor to directly construct one from a FSturct*. FPrettyPrintWriter now print blobs with hash, previously it's pointer value. DcAutomationUtils::SerializeIntoJson/DeserializeIntoJson -> SerializeInto/DeserializeFrom as we're supporting other formats. Add HeuristicVerifyPointer to check common magic invalid pointers. Misc fixes and QOL improvements. Fixed linux build. Now the headless program target cross compiles and runs under wsl. Serializer/Deserializer now also report diagnostics. Better Json reader diagnostic formatting. Now it clamps long lines properly. Add DataConfigEditorExtra.DcCoreTestsCommandlet as tests runner. Add performance benchmark. Restructured DataConfig book for topics on serializer and MsgPack.","breadcrumbs":"Changes » 1.2.0 - 2022-1-26","id":"107","title":"1.2.0 - 2022-1-26"},"108":{"body":"Support for UE 4.27. Support for UE 5.","breadcrumbs":"Changes » 1.1.1 - 2021-10-6","id":"108","title":"1.1.1 - 2021-10-6"},"109":{"body":"Integrate nst/JSONTestSuite . Now DcJSONParser pass most of them. Skipped tests are also documented. FDcAnsiJsonReader now detect and convert non ASCII UTF8 characters. Previously these characters are dropped. Headless test runner pass along parameters to tests, for example DataConfigHeadless-Win64-Debug.exe Parsing -- n_array_just_minus","breadcrumbs":"Changes » 1.1.0 - 2021-4-24","id":"109","title":"1.1.0 - 2021-4-24"},"11":{"body":"Get a copy of the repository . Then copy ./DataConfig (where DataConfig.uplugin is located) into your project's Plugins directory. Delete DataConfig.uplugin, then rename DataConfig4.uplugin to DataConfig.uplugin. Delete DataConfig/Source/DataConfigHeadless folder. This step is crucial or you your project won't build . Additionally delete UE5 specific modules. DataConfig/Source/DataConfigEditorExtra5","breadcrumbs":"Integration » Manual Steps for UE4","id":"11","title":"Manual Steps for UE4"},"110":{"body":"DataConfig is released under MIT License . MIT License Copyright (c) 2021-2023 Chen Tao Permission is hereby granted, free of charge, to any person obtaining a copy\nof this software and associated documentation files (the \"Software\"), to deal\nin the Software without restriction, including without limitation the rights\nto use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Software, and to permit persons to whom the Software is\nfurnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all\ncopies or substantial portions of the Software. THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\nIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\nFITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\nAUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\nLIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\nOUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\nSOFTWARE.","breadcrumbs":"License » License","id":"110","title":"License"},"111":{"body":"If you find DataConfig useful in your project, consider credit us in your project with the full license above or the shorter snippets below. DataConfig <https//slowburn.dev/dataconfig>\nMIT License, Copyright (c) 2021-2023 Chen Tao There's also DataConfig JSON Asset on UE Marketplace. It's a premium plugin for importing JSON to UE data assets. You can reach us by email to hislowburn@gmail.com or on twitter @slowburndev . We'll setup a section showcasing projects using DataConfig in the future.","breadcrumbs":"License » Attribution","id":"111","title":"Attribution"},"12":{"body":"Follow these steps to ensure DataConfig is properly integrated into your project. Restart your project. There should be a prompt to compile plugin sources. Confirm and wait until your project launches. Then open Settings -> Plugins you should see Data Config listed under Project Editor category. Integration-DataConfigPlugin The plugin comes with a set of tests. Open menu Window -> Developer Tools -> Session Frontend. Find and run the DataConfig tests and it should all pass. Integration-DataConfigAutomations","breadcrumbs":"Integration » Validate integration","id":"12","title":"Validate integration"},"13":{"body":"DataConfig is packed into a plugin to bundle automation tests with a few assets. You're encouraged to integrate only the DataConfigCore module. It contains all core features with minimal dependencies. Most projects should has a editor module already setup. In this section we'll go through the steps of integrating DataConfigCore and build it with the project's FooProjectEditor module. Get a copy of this repository. Then copy DataConfig/Source/DataConfigCore into your project's Source directory. Edit FooProjectEditor.Build.cs add add DataConfigCore as an extra module: using UnrealBuildTool; public class FooProjectEditor : ModuleRules\n{ public FooProjectEditor(ReadOnlyTargetRules Target) : base(Target) { PublicDependencyModuleNames.AddRange(new string[] { //... \"DataConfigCore\",\t// <- add this }); }\n} DataConfig needs to be explicitly initialized before use. Find FooProjectEditor module's start up and shut down methods and setup DataConfig accordingly. #include \"DataConfig/DcEnv.h\"\n#include \"DataConfig/Automation/DcAutomationUtils.h\" void FFooProjectEditorModule::StartupModule()\n{ // ... DcStartUp(EDcInitializeAction::SetAsConsole); // dump a FVector to try it out FVector Vec(1.0f, 2.0f, 3.0f); FDcPropertyDatum VecDatum(TBaseStructure<FVector>::Get(), &Vec); DcAutomationUtils::DumpToLog(VecDatum);\n} void FFooProjectEditorModule::ShutdownModule()\n{ // ... DcShutDown();\n} Rebuild the project and restart the editor. Open Output Log and you should be able to find the dump results (to filter use Categories -> None ). Integration-DataConfigCoreOutput You can refer to Module Setup for more detailed integration instructions.","breadcrumbs":"Integration » Integrate DataConfigCore Module","id":"13","title":"Integrate DataConfigCore Module"},"14":{"body":"This page documents the overall design, goals and reasoning around DataConfig.","breadcrumbs":"Design » Design","id":"14","title":"Design"},"15":{"body":"At the time we started this project we were looking for a JSON parser that: Supports a relaxed JSON spec, i.e. comment and trailing comma. Supports custom deserialization logic, i.e. deserializes FColor from #RRGGBBAA. Supports UE instanced sub objects and polymorphism. Ultimately we implemented all these in DataConfig. We also tried not to limit this to be a JSON parser but to provide a set of tools for reading-from and writing-to the property system. If you are an Unreal Engine C++ developers that: Looking for alternative JSON reader/writer. Looking for MsgPack serializer. Looking for a textual configuration format. Thinking of implementing custom textual/binary format. Write code that deals with FProperty on a daily bases. You should try DataConfig and it's highly likely DataConfig will fit into your solution.","breadcrumbs":"Design » Rationale","id":"15","title":"Rationale"},"16":{"body":"Deliver as a quality C++ source library. DataConfig should ship with no UI nor tooling code. Users are expected to integrate only DataConfigCore as a source module. We intentionally limit the scope of DataConfig to a \"C++ Library\". Our users should be proficient UE C++ programmers. DataConfig should ship with good testing and documentation coverage. DataConfig follows idiomatic UE C++ conventions and has no external dependencies. DataConfigCore depends only on Core and CoreUObject and can be used in standalone Program targets. DataConfig API are UObject free and stack friendly. Built-in features serve as examples and sensible defaults. Users are expected to write on their own Reader/Writer/Handlers. Runtime performance is not our top priority. We expect users to use DataConfig in an offline, editor only scenario. In this use case we favor some other aspects over runtime performance: Idiomatic. We follow Unreal Engine C++ coding conventions and keep core dependency to only Core and CoreUObject. Friendly. When processing invalid data and invalid API usage DataConfig should not crash. It should fail explicitly with detailed context and diagnostics. Small code size / fast compile time. DataConfig tries not to expose template API. TDcJsonReader is explicit instantiated with its definition in private files. Light memory footprint. Our JSON parser does stream parsing and would not construct the loaded JSON document in memory at all. Works with whatever property system supports. The idea is that DataConfig supports everything that can be tagged with UCLASS/USTRUCT/UPROPERTY/UENUM macros, which covers the full data model of the property system. Fields such as weak object reference and delegates doesn't make much sense to be serialized into textual format. However it turns out supporting the full data model makes it suitable to some other tasks like debug dump and in-memory data wrangling. This also means that DataConfig focuses only on reading from and writing into C++ data structures. For example we do not have a DOM or object like API for JSON at all. The only use case DataConfig supports is to deserialize from JSON into native C++ objects.","breadcrumbs":"Design » Manifesto","id":"16","title":"Manifesto"},"17":{"body":"References serde.rs on API and the SerDe acronym. References FullSerializer and OdinSerializer on API. JSON parser/writer implementation and test cases references JSON for Modern C++ and RapidJson . Integrated nst/JSONTestSuite . Integrated kawanet/msgpack-test-suite .","breadcrumbs":"Design » Acknowledgement","id":"17","title":"Acknowledgement"},"18":{"body":"This section contains doc for programming DataConfig APIs.","breadcrumbs":"Programming » Programming Guides","id":"18","title":"Programming Guides"},"19":{"body":"Conceptually the DataConfig data model is defined by 3 C++ types: EDcDataEntry - enum covers every possible data type. FDcReader - methods to read from the data model. FDcWriter - methods to write into the data model. And that's it. The obvious missing thing is a DOM like object that you can random access and serialize into - we choose to not implement that and it's crucial to understand this to get to know how DataConfig works.","breadcrumbs":"Programming » Data Model » DataConfig Data Model","id":"19","title":"DataConfig Data Model"},"2":{"body":"DataConfig is released under free and permissive MIT license. We'd really appreciate to credit us if you find it useful. See License for details.","breadcrumbs":"Intro » License","id":"2","title":"License"},"20":{"body":"The enum covers all possible types: // DataConfigCore/Public/DataConfig/DcTypes.h\nUENUM()\nenum class EDcDataEntry : uint16\n{ Nil, Bool, Name, String, Text, Enum, Float, Double, Int8, Int16, Int32, Int64, UInt8, UInt16, UInt32, UInt64, //\tStruct StructRoot, StructEnd, //\tClass ClassRoot, ClassEnd, //\tMap MapRoot, MapEnd, //\tArray ArrayRoot, ArrayEnd, //\tSet, SetRoot, SetEnd, //\tReference ObjectReference, ClassReference, WeakObjectReference, LazyObjectReference, SoftObjectReference, SoftClassReference, InterfaceReference, //\tDelegates Delegate, MulticastInlineDelegate, MulticastSparseDelegate, //\tField FieldPath, //\tExtra Blob, //\tExtension Extension, //\tEnd Ended,\n}; Most enumerators directly maps to a FProperty type: EDcDataEntry::Bool - FBoolProperty EDcDataEntry::Name - FNameProperty EDcDataEntry::String - FStrProperty EDcDataEntry::ArrayRoot/ArrayEnd- FArrayProperty It should've covered all possible FProperty types. There're some additions that has no direct FProperty mapping: EDcDataEntry::Nil - It's maps null in JSON, and it's also used to explicitly represent null object reference. EDcDataEntry::Ended - It's a phony type that is returned when there's no more data or reader/writer is in a invalid state. EDcDataEntry::Blob - It's an extension to allow direct memory read/write from given fields. EDcDataEntry::Extension - It's an extension that allows additional data formats. MsgPack reader/writer uses this to support its extension data types.","breadcrumbs":"Programming » Data Model » EDcDataEntry","id":"20","title":"EDcDataEntry"},"21":{"body":"FDcReader is the one and only way to read from DataConfig data model. For every enumerator in EDcDataEntry there's a member method on FDcReader to from it. Here we set up a simple struct trying out the reader methods: // DataConfigTests/Private/DcTestBlurb.h\nUSTRUCT()\nstruct FDcTestExampleSimple\n{ GENERATED_BODY() UPROPERTY() FString StrField; UPROPERTY() int IntField;\n}; // DataConfigTests/Private/DcTestBlurb.cpp\nFDcTestExampleSimple SimpleStruct;\nSimpleStruct.StrField = TEXT(\"Foo Str\");\nSimpleStruct.IntField = 253; Since we know exactly how the FDcTestExampleSimple looks like we can manually arrange the read calls: // DataConfigTests/Private/DcTestBlurb.cpp\nFDcPropertyReader Reader{FDcPropertyDatum(&SimpleStruct)}; DC_TRY(Reader.ReadStructRoot(&Struct)); // `FDcTestExampleSimple` Struct Root DC_TRY(Reader.ReadName(&FieldName)); // 'StrField' as FName DC_TRY(Reader.ReadString(&StrValue)); // \"Foo STr\" DC_TRY(Reader.ReadName(&FieldName)); // 'IntField' as FName DC_TRY(Reader.ReadInt32(&IntValue)); // 253 DC_TRY(Reader.ReadStructEnd(&Struct)); // `FDcTestExampleSimple` Struct Root In the example above FDcReader behave like a iterator as each ReadXXX() call emits value and move the internal cursor into the next slot. In case we're reading a unknown structure, we can use FReader::PeekRead() to peek what's coming next.","breadcrumbs":"Programming » Data Model » FDcReader","id":"21","title":"FDcReader"},"22":{"body":"FDcWriter is the counter part of writing into the data config model. To write into the example instance above: DC_TRY(Writer.WriteStructRoot(FDcStructStat{})); // `FDcTestExampleSimple` Struct Root DC_TRY(Writer.WriteName(TEXT(\"StrField\"))); // 'StrField' as FName DC_TRY(Writer.WriteString(TEXT(\"Alt Str\"))); // \"Foo STr\" DC_TRY(Writer.WriteName(TEXT(\"IntField\"))); // 'IntField' as FName DC_TRY(Writer.WriteInt32(233)); // 233 DC_TRY(Writer.WriteStructEnd(FDcStructStat{})); // `FDcTestExampleSimple` Struct Root There's also FDcWriter::PeekRead() to query whether it's possible to write given data type.","breadcrumbs":"Programming » Data Model » FDcWriter","id":"22","title":"FDcWriter"},"23":{"body":"DataConfig provide FDcReader and FDcWriter to access the property system. It can be considered as a friendly alternative to the property system API. This is also how we support JSON and MsgPack in an uniform API.","breadcrumbs":"Programming » Data Model » Sum Up","id":"23","title":"Sum Up"},"24":{"body":"Proper error handling is crucial to implement robust serialization as it needs to deal with unknown user input. DataConfig also provide diagnostic to help users quickly pin down common errors such as typos or missing colons in JSON. Here's an example: # DataConfig Error: Enum name not found in enum type: EDcTestExampleEnum, Actual: 'Far'\n- [JsonReader] --> <in-memory>4:25 2 | { 3 | \"StrField\" : \"Lorem ipsum dolor sit amet\", 4 | \"EnumField\" : \"Far\", | ^ 5 | \"Colors\" : [ 6 | \"#FF0000FF\", \"#00FF00FF\", \"#0000FFFF\"\n- [PropertyWriter] Writing property: (FDcTestExampleStruct)$root.(EEDcTestExampleEnum)EnumField Internally DataConfig applies a consistent error handling strategy across all API. User code is expected to follow along.","breadcrumbs":"Programming » Error Handling » Error Handling","id":"24","title":"Error Handling"},"25":{"body":"The gist is that if a method can fail, it should return a FDcResult . It's a simple struct: // DataConfigCore/Public/DataConfig/DcTypes.h\nstruct DATACONFIGCORE_API DC_NODISCARD FDcResult\n{ enum class EStatus : uint8 { Ok, Error }; EStatus Status; FORCEINLINE bool Ok() const { return Status == EStatus::Ok; }\n}; // See FDcReader's methods as example\n// DataConfigCore/Public/DataConfig/Reader/DcReader.h\nstruct DATACONFIGCORE_API FDcReader\n{ //... virtual FDcResult ReadBool(bool* OutPtr); virtual FDcResult ReadName(FName* OutPtr); virtual FDcResult ReadString(FString* OutPtr); virtual FDcResult ReadText(FText* OutPtr); virtual FDcResult ReadEnum(FDcEnumData* OutPtr); //...\n}; Then use DC_TRY to call these kinds of functions. The macro itself does early return when result is not Ok: // DataConfigCore/Public/DataConfig/DcTypes.h\n#define DC_TRY(expr) \\ do { \\ ::FDcResult Ret = (expr); \\ if (!Ret.Ok()) { \\ return Ret; \\ } \\ } while (0) // Example of calling methods returning `FDcResult`\n// DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcDeserializeColor.cpp\ntemplate<>\nFDcResult TemplatedWriteColorDispatch<EDcColorDeserializeMethod::WriterAPI>(const FColor& Color, FDcDeserializeContext& Ctx)\n{ DC_TRY(Ctx.Writer->WriteStructRoot(FDcStructStat{ TEXT(\"Color\"), FDcStructStat::WriteCheckName })); DC_TRY(Ctx.Writer->WriteName(TEXT(\"B\"))); DC_TRY(Ctx.Writer->WriteUInt8(Color.B)); DC_TRY(Ctx.Writer->WriteName(TEXT(\"G\"))); DC_TRY(Ctx.Writer->WriteUInt8(Color.G)); DC_TRY(Ctx.Writer->WriteName(TEXT(\"R\"))); DC_TRY(Ctx.Writer->WriteUInt8(Color.R)); DC_TRY(Ctx.Writer->WriteName(TEXT(\"A\"))); DC_TRY(Ctx.Writer->WriteUInt8(Color.A)); DC_TRY(Ctx.Writer->WriteStructEnd(FDcStructStat{ TEXT(\"Color\"), FDcStructStat::WriteCheckName })); return DcOk();\n} This pattern is similar to Outcome and std::expected except we give up using the return value. Return values should be passed through reference or pointers in function arguments.","breadcrumbs":"Programming » Error Handling » Returning FDcResult","id":"25","title":"Returning FDcResult"},"26":{"body":"When implementing a method that returns FDcResult you have 2 options: Return DcOk() on succeed. Return DC_FAIL(<Catetory>, <ErrId>) on error. Examples: // DataConfigTests/Private/DcTestBlurb.cpp\nFDcResult Succeed() { // succeed return DcOk();\n} FDcResult Fail() { // fail ! return DC_FAIL(DcDCommon, Unexpected1) << \"My Custom Message\";\n} In the examples above DcDCommon and Unexpected1 are called error category and error id respectively. DcDCommon is a built-in error category: // DataConfigCore/Public/DataConfig/Diagnostic/DcDiagnosticCommon.h\nnamespace DcDCommon\n{\nstatic const uint16 Category = 0x1; enum Type : uint16\n{ //... Unexpected1,\n}; } // namespace DcDCommon // DataConfigCore/Private/DataConfig/Diagnostic/DcDiagnosticCommon.cpp\nnamespace DcDCommon\n{\nstatic FDcDiagnosticDetail _CommonDetails[] = { // ... { Unexpected1, TEXT(\"Unexpected: '{0}'\") },\n}; Note that we can pipe argument into the diagnostic. The diagnostic reported by invoking Fail() would be like: * # DataConfig Error: Unexpected: 'My Custom Message'","breadcrumbs":"Programming » Error Handling » Diagnostics","id":"26","title":"Diagnostics"},"27":{"body":"DataConfig uses FDcResult, DC_TRY, DC_FAIL for error handling. It's lightweight and relatively easy to grasp. There's still some limitations though: FDcResult occupied the return position making passing value to parent a bit cumbersome. For now we always stop as the first error. There's no plan to support error recovery. Some closing notes: Reported diagnostics get queued. You'll need to call FDcEnv::FlushDiags() to flush them to consumers. See DcDiagnosticExtra.h/cpp for how to register user category. See DcEditorExtraModule.cpp - FDcMessageLogDiagnosticConsumer for custom diagnostic handler and formatting.","breadcrumbs":"Programming » Error Handling » Conclusion","id":"27","title":"Conclusion"},"28":{"body":"DataConfig put most global state into a stack of FDcEnv: // DataConfigCore/Public/DataConfig/DcEnv.h\nstruct DATACONFIGCORE_API FDcEnv\n{ TArray<FDcDiagnostic> Diagnostics; TSharedPtr<IDcDiagnosticConsumer> DiagConsumer; TArray<FDcReader*> ReaderStack; TArray<FDcWriter*> WriterStack; bool bExpectFail = false; // mute debug break FDcDiagnostic& Diag(FDcErrorCode InErr); void FlushDiags(); FORCEINLINE FDcDiagnostic& GetLastDiag() { checkf(Diagnostics.Num(), TEXT(\"<empty diagnostics>\")); return Diagnostics.Last(); } ~FDcEnv();\n}; DataConfig needs explicit initializatioon before use. This is done through manually DcStartUp(). There's also a paired DcShutdown() that should be called when DataConfig isn't used anymore. Here's an example: // DataConfigEditorExtra/Private/DcEditorExtraModule.cpp\nvoid FDcEditorExtraModule::StartupModule()\n{ UE_LOG(LogDataConfigCore, Log, TEXT(\"DcEditorExtraModule module starting up\")); DcRegisterDiagnosticGroup(&DcDExtra::Details); DcRegisterDiagnosticGroup(&DcDEditorExtra::Details); DcStartUp(EDcInitializeAction::Minimal); //...\n} void FDcEditorExtraModule::ShutdownModule()\n{ DcShutDown(); //...\n} The active FDcEnv is accessed by calling global function DcEnv(). Inside the Env: Diagnostics: all diagnostics are flushed into env. DiagConsumer: diagnostic handler, format and print diagnostic to log or MessageLog or even on screen. ReaderStack/WriterStack: used to pass along reader/writer down the callstack. See FScopedStackedReader uses for example. ... and everything else. You can use DcPushEnv() to create new env then destroy it calling DcPopEnv(). At this moment it's mostly used to handle reentrant during serialization. See FDcScopedEnv uses for examples.","breadcrumbs":"Programming » Env » Env","id":"28","title":"Env"},"29":{"body":"FDcReader/FDcWriter defines the set of API for accessing DataConfig data model. Here's a check list for implementing a reader/writer: Implement GetID()/ClassID() for RTTI. Implement PeekRead()/PeekWriter() and selected set of ReadXXX()/WriteXXX(). Implement FormatDiagnostic() for error reporting. You should look at builtin implementation for references. Here's some general rules and caveats: PeekRead()/PeekWrite() should act like it's side-effect free. This means that it's OK to call PeekRead()/PeekWrite() multiple times. In comparison access methods like ReadBool()/WriteBool() consume the data and alternate internal state. Note that under the hood it might do anything. Both returns FDcResult so the peek can fail. The reason behind this is that calling PeekRead()/PeekWrite() is totally optional. In FDcJsonReader::PeekRead() we do parsing and cache the parsed result to follow this convention. CastByID() does not respect inheritance hierarchy. We have this very minimal RTTI implemetantion that only allow casting to the exact type. Implement a subset of the data model. The API is designed in a way that it covers the whole Property System. It's also a super set that can express common formats like JSON/MsgPack. For example JSON don't have struct, class or set. It's actually the job of Serializer/Deserializer to convert between these subsets to the property system.","breadcrumbs":"Programming » Reader Writer » Reader/Writer","id":"29","title":"Reader/Writer"},"3":{"body":"Here're some short and quick examples showcasing DataConfig API usage and features. All code shown here can be found in the repo .","breadcrumbs":"Examples » Examples","id":"3","title":"Examples"},"30":{"body":"We have 3 major pairs of reader/writers: FDcPropertyReader/FDcPropertyWriter - Accesing Unreal Engin property system. FDcJsonReader/FDcJsonWriter - JSON support. FDcMsgPackReader/FDcMsgPackWriter - MsgPack support. These are all talked about in details in the formats section . We'll go through other builtin Reader/Writers below.","breadcrumbs":"Programming » Reader Writer » Builtin Reader/Writer","id":"30","title":"Builtin Reader/Writer"},"31":{"body":"FDcPipeVisitor takes a FDcReader and a FDcWriter then start peek-read-write loop until it peeks EDcDataEntry::Ended from reader or an error happens Then there's FDcPrettyPrintWriter that dumps everything that got write to it as string. Combining these two we get a way to dump arbitrary FDcReader into a string!. This is how built-in debug dump features are implemented: // DataConfigCore/Private/DataConfig/Automation/DcAutomationUtils.cpp\nvoid DumpToOutputDevice(...)\n{ //... FDcPropertyReader PropReader(Datum); FDcPrettyPrintWriter PrettyWriter(Output); FDcPipeVisitor PrettyPrintVisit(&PropReader, &PrettyWriter); if (!PrettyPrintVisit.PipeVisit().Ok()) ScopedEnv.Get().FlushDiags(); //...\n} FDcPipeVisitor is a handy utility that we use it extensively through the code base for various cases. Try FDcPipeVisitor when you got a reader/writer pair. There's also FNoopWriter takes every write and do nothing with it.","breadcrumbs":"Programming » Reader Writer » FDcPipeVisitor and FDcPrettyPrintWriter","id":"31","title":"FDcPipeVisitor and FDcPrettyPrintWriter"},"32":{"body":"Reader/Writers can also be composited and nested: FDcWeakCompositeWriter is a writer that multiplex into a list of writers. You can combine an arbitrary writer with a FPrettyPrintWriter then get a tracing writer. FDcPutbackReader/FPutbackWriter: Reader/writers don't support lookahead. It can only peek next item's type but not value. This class is used to support limited lookahead by putting back read value. We'll see it being used in implementing custom deserializer handlers.","breadcrumbs":"Programming » Reader Writer » Composition","id":"32","title":"Composition"},"33":{"body":"Implement new FDcReader/FDcWriter when you want to support a new file format. You can also write utility reader/writer that composite existing ones.","breadcrumbs":"Programming » Reader Writer » Conclusion","id":"33","title":"Conclusion"},"34":{"body":"Serializer/Deserializer are built on top of the data model to convert between external format and Unreal Engine property system.","breadcrumbs":"Programming » Serializer Deserializer » Serializer/Deserializer","id":"34","title":"Serializer/Deserializer"},"35":{"body":"A company class to the deserializer is FDcDeserializeContext: // DataConfigCore/Public/DataConfig/Deserialize/DcDeserializeTypes.h\nstruct DATACONFIGCORE_API FDcDeserializeContext\n{ //... FDcDeserializer* Deserializer; FDcReader* Reader; FDcPropertyWriter* Writer; //...\n}; Note how it takes an FDcReader and a FPropertyWriter - we're deserializing arbitrary format into the property system. The mirrored version for serializer is FDcSerializeContext. // DataConfigCore/Public/DataConfig/Serialize/DcSerializeTypes.h\nstruct DATACONFIGCORE_API FDcSerializeContext\n{ //... FDcSerializer* Serializer = nullptr; FDcPropertyReader* Reader = nullptr; FDcWriter* Writer = nullptr; //...\n}; Note how it takes an FDcWriter and a FDcPropertyReader - we're serializing data from the property system to arbitrary format. Since serializer and deserializer have extremely similar APIs, we're showing examples using deserializer below from here.","breadcrumbs":"Programming » Serializer Deserializer » Context","id":"35","title":"Context"},"36":{"body":"Say that we're deserializing a JSON object into a USTRUCT instance. The FDcJsonReader implements ReadMapRoot()/ReadMapEnd() but doesn't have ReadStructRoot()/ReadStructEnd(). To make the conversion we basically want to map ReadMap() and calls into WriteStruct() calls. This is where handlers come into play: // DataConfigCore/Public/DataConfig/SerDe/DcDeserializeCommon.inl\nFDcResult DcHandlerDeserializeMapToStruct(FDcDeserializeContext& Ctx)\n{ FDcStructAccess Access; DC_TRY(Ctx.Reader->ReadMapRoot()); DC_TRY(Ctx.Writer->WriteStructRootAccess(Access)); EDcDataEntry CurPeek; while (true) { DC_TRY(Ctx.Reader->PeekRead(&CurPeek)); if (CurPeek == EDcDataEntry::MapEnd) break; FName FieldName; DC_TRY(Ctx.Reader->ReadName(&FieldName)); DC_TRY(Ctx.Writer->WriteName(FieldName)); DC_TRY(DcDeserializeUtils::RecursiveDeserialize(Ctx)); } DC_TRY(Ctx.Reader->ReadMapEnd()); DC_TRY(Ctx.Writer->WriteStructEnd()); return DcOk();\n} // DataConfigCore/Private/DataConfig/Deserialize/Handlers/Json/DcJsonCommonDeserializers.cpp\nFDcResult HandlerStructRootDeserialize(FDcDeserializeContext& Ctx)\n{ return DcHandlerDeserializeMapToStruct(Ctx);\n} Note that Ctx.Reader is a FDcReader that can be any derived class, while Ctx.Writer is always a FDcPropertyWriter. Deserialize handlers have an uniform signature: using FDcDeserializeDelegateSignature = FDcResult(*)(FDcDeserializeContext& Ctx);","breadcrumbs":"Programming » Serializer Deserializer » Handlers","id":"36","title":"Handlers"},"37":{"body":"Note how deserialize handler above doesn't specify when it should be invoked. These info are described in FDcDeserializer: // DataConfigCore/Public/DataConfig/Deserialize/DcDeserializer.h\nstruct DATACONFIGCORE_API FDcDeserializer : public FNoncopyable\n{ //... FDcResult Deserialize(FDcDeserializeContext& Ctx); void AddDirectHandler(FFieldClass* PropertyClass, FDcDeserializeDelegate&& Delegate); void AddDirectHandler(UClass* PropertyClass, FDcDeserializeDelegate&& Delegate); void AddPredicatedHandler(FDcDeserializePredicate&& Predicate, FDcDeserializeDelegate&& Delegate); //...\n}; Comparing to FDcDeserializeContext, which describes data needed for a single run, FDcDeserializer contains info on what handlers to execute. Deserializer can also be reused across multiple runs. We use \"direct handlers\" to cover common cases: // DataConfigCore/Private/DataConfig/Deserialize/DcDeserializerSetup.cpp\nDeserializer.AddDirectHandler(FArrayProperty::StaticClass(), FDcDeserializeDelegate::CreateStatic(HandlerArrayDeserialize));\nDeserializer.AddDirectHandler(FSetProperty::StaticClass(), FDcDeserializeDelegate::CreateStatic(HandlerSetDeserialize));\nDeserializer.AddDirectHandler(FMapProperty::StaticClass(), FDcDeserializeDelegate::CreateStatic(HandlerMapDeserialize)); These basically says that \"when running into array, set, map properties, use these provided handlers\". Then we have \"predicated handler\" that get tested very early. This is how we allow custom conversion logic setup for very specific class: // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcSerDeColor.cpp\nEDcDeserializePredicateResult PredicateIsColorStruct(FDcDeserializeContext& Ctx)\n{ UScriptStruct* Struct = DcPropertyUtils::TryGetStructClass(Ctx.TopProperty()); return Struct && Struct == TBaseStructure<FColor>::Get() ? EDcDeserializePredicateResult::Process : EDcDeserializePredicateResult::Pass;\n} // ...\nCtx.Deserializer->AddPredicatedHandler( FDcDeserializePredicate::CreateStatic(PredicateIsColorStruct), FDcDeserializeDelegate::CreateStatic(HandlerColorDeserialize)\n); By convention the current deserializing property can be retrieved with Ctx.TopProperty(). Here we simply test if it's a UScriptStruct that's equal to FColor::StaticClass(). If that's the case execute the provided handler.","breadcrumbs":"Programming » Serializer Deserializer » Deserializer Setup","id":"37","title":"Deserializer Setup"},"38":{"body":"Serializer/Deserializer are built on top of Reader/Writer, to convert between Unreal Engine property system and external data formats. FDcSerializeContext/FDcDeserializeContext contains data. FDcSerializer/FDcDeserializer contains setup. Implement FDcDeserializeDelegate/FDcSerializeDelegate and FDcDeserializePredicate/FDcSerializePredicate pair for custom conversion logic.","breadcrumbs":"Programming » Serializer Deserializer » Sum Up","id":"38","title":"Sum Up"},"39":{"body":"This section contains documentation for supported formats.","breadcrumbs":"Formats » Formats","id":"39","title":"Formats"},"4":{"body":"DcTestBlurb.cpp Given the structFDcTestExampleStruct: // DataConfigTests/Private/DcTestBlurb.h\nUENUM()\nenum class EDcTestExampleEnum\n{ Foo, Bar, Baz\n}; USTRUCT()\nstruct FDcTestExampleStruct\n{ GENERATED_BODY() UPROPERTY() FString StrField; UPROPERTY() EDcTestExampleEnum EnumField; UPROPERTY() TArray<FColor> Colors;\n}; We can deserialize an instance from JSON with the snippet below: // DataConfigTests/Private/DcTestBlurb.cpp\nFString Str = TEXT(R\"( { \"StrField\" : \"Lorem ipsum dolor sit amet\", \"EnumField\" : \"Bar\", \"Colors\" : [ \"#FF0000FF\", \"#00FF00FF\", \"#0000FFFF\" ] }\n)\"); FDcTestExampleStruct Dest; // create and setup a deserializer\nFDcDeserializer Deserializer;\nDcSetupJsonDeserializeHandlers(Deserializer);\nDeserializer.AddPredicatedHandler( FDcDeserializePredicate::CreateStatic(DcExtra::PredicateIsColorStruct), FDcDeserializeDelegate::CreateStatic(DcExtra::HandlerColorDeserialize)\n); // prepare context for this run\nFDcPropertyDatum Datum(&Dest);\nFDcJsonReader Reader(Str);\nFDcPropertyWriter Writer(Datum); FDcDeserializeContext Ctx;\nCtx.Reader = &Reader;\nCtx.Writer = &Writer;\nCtx.Deserializer = &Deserializer;\nDC_TRY(Ctx.Prepare()); // kick off deserialization\nDC_TRY(Deserializer.Deserialize(Ctx)); // validate results\ncheck(Dest.StrField == TEXT(\"Lorem ipsum dolor sit amet\"));\ncheck(Dest.EnumField == EDcTestExampleEnum::Bar);\ncheck(Dest.Colors[0] == FColor::Red);\ncheck(Dest.Colors[1] == FColor::Green);\ncheck(Dest.Colors[2] == FColor::Blue); Note that EDcTestExampleEnum is deserialized by its name and FColor is deserialized from a html color string like #RRGGBBAA. Say if we accidentally mistyped the EnumField value: { \"StrField\" : \"Lorem ipsum dolor sit amet\", \"EnumField\" : \"Far\",\n} It would fail gracefully with diagnostics: # DataConfig Error: Enum name not found in enum type: EDcTestExampleEnum, Actual: 'Far'\n- [JsonReader] --> <in-memory>4:25 2 | { 3 | \"StrField\" : \"Lorem ipsum dolor sit amet\", 4 | \"EnumField\" : \"Far\", | ^ 5 | \"Colors\" : [ 6 | \"#FF0000FF\", \"#00FF00FF\", \"#0000FFFF\"\n- [PropertyWriter] Writing property: (FDcTestExampleStruct)$root.(EEDcTestExampleEnum)EnumField As bonus we serialize the struct into MsgPack: FDcSerializer Serializer;\nDcSetupMsgPackSerializeHandlers(Serializer); FDcPropertyDatum Datum(&Dest);\nFDcPropertyReader Reader(Datum);\nFDcMsgPackWriter Writer; // prepare serialize context\nFDcSerializeContext Ctx;\nCtx.Reader = &Reader;\nCtx.Writer = &Writer;\nCtx.Serializer = &Serializer;\nDC_TRY(Ctx.Prepare()); // kick off serialization\nDC_TRY(Serializer.Serialize(Ctx)); auto& Buffer = Writer.GetMainBuffer();\n// starts withMsgPack FIXMAP(3) header\ncheck(Buffer[0] == 0x83);","breadcrumbs":"Examples » JSON Deserialization","id":"4","title":"JSON Deserialization"},"40":{"body":"JSON is likely the most popular data interchange format. Unreal Engine already supports it with JsonUtilities and some related modules. We provide an alternative implementation along with DataConfig.","breadcrumbs":"Formats » JSON » JSON","id":"40","title":"JSON"},"41":{"body":"FDcJsonReader is the DataConfig JSON reader: // DataConfigTests/Private/DcTestBlurb.cpp\nFString Str = TEXT(R\"( { \"Str\": \"Fooo\", \"Number\": 1.875, \"Bool\": true } )\"); FDcJsonReader Reader(Str); // calling read methods\nFString KeyStr;\nFString GotStr;\ndouble GotNumber;\nbool GotBool; DC_TRY(Reader.ReadMapRoot()); DC_TRY(Reader.ReadString(&KeyStr)); DC_TRY(Reader.ReadString(&GotStr)); DC_TRY(Reader.ReadString(&KeyStr)); DC_TRY(Reader.ReadDouble(&GotNumber)); DC_TRY(Reader.ReadString(&KeyStr)); DC_TRY(Reader.ReadBool(&GotBool)); DC_TRY(Reader.ReadMapEnd()); // validate results\ncheck(GotStr == TEXT(\"Fooo\"));\ncheck(GotNumber == 1.875);\ncheck(GotBool == true); In the example above we deserialized a JSON object from string. The first and last calls are ReadMapRoot and ReadMapEnd, which are also used to read Unreal's TMap properties. The difference is that UE's TMap is strictly typed while JSON object values can have arbitrary type. This means that if you use FDcPipeVisitor to pipe a FDcJsonReader into a FDcPropertyWriter it won't work. Remember that DataConfig data model is designed to support conversion between subsets within the data model. As long as you can use FDcReader/FDcWriter API to describe the format you want to serialize you're good to go. Mapping and conversion between these different shapes of reader/writers are handled by deserializers . Some additional caveats: Similar to stock TJsonReader, we provide TDcJsonReader with 2 specializations: Usually you just use FDcJsonReader that reads from FString, TCHAR*. Under the hood there're FDcAnsiJsonReader that reads ANSICHAR string and FDcWideJsonReader that reads WIDECHAR string. We support a relaxed superset of JSON: Allow C Style comments, i.e /* block */ and // line . Allow trailing comma, i.e [1,2,3,], . Allow non object root. You can put a list as the root, or even string, numbers. Number parsing are delegated to Unreal's built-ins to reduce dependencies. We might change this in the future. Parse numbers: TCString::Atof/Strtoi/Strtoi64","breadcrumbs":"Formats » JSON » JSON Reader","id":"41","title":"JSON Reader"},"42":{"body":"FDcJsonWriter is the DataConfig JSON writer: // DataConfigTests/Private/DcTestBlurb.cpp\nFDcJsonWriter Writer; DC_TRY(Writer.WriteMapRoot()); DC_TRY(Writer.WriteString(TEXT(\"Str\"))); DC_TRY(Writer.WriteString(TEXT(\"Fooo\"))); DC_TRY(Writer.WriteString(TEXT(\"Number\"))); DC_TRY(Writer.WriteFloat(1.875f)); DC_TRY(Writer.WriteString(TEXT(\"Bool\"))); DC_TRY(Writer.WriteBool(true)); DC_TRY(Writer.WriteMapEnd());\nWriter.Sb.Append(TCHAR('\\n')); FString Str = TEXT(R\"( { \"Str\" : \"Fooo\", \"Number\" : 1.875, \"Bool\" : true }\n)\"); // validate results\ncheck(DcReindentStringLiteral(Str) == Writer.Sb.ToString());\nreturn DcOk(); Similar to stock TJsonWriter, we provide TDcJsonWriter with 2 specializations: Usually you just use FDcJsonWriter that writes FString, TCHAR*. Under the hood there're FDcAnsiJsonWriter that writes ANSICHAR string and FDcWideJsonWriter that writes WIDECHAR string. It takes a Config object that specify formatting settings like indentation size and new lines. FDcPrettyJsonWriter is a type alias that formats indented JSON. FDcCondensedJsonWriter is a type alias that format single line, condensed output. FDcJsonWriter owns the output string buffer, in FDcJsonWriter::Sb. By writing to a single writer and appending a new line after each serialization, we can output NDJSON . Our JSON reader is also flexible enough to directly load NDJSON. See corpus benchmark .","breadcrumbs":"Formats » JSON » JSON Writer","id":"42","title":"JSON Writer"},"43":{"body":"DataConfig bundles a set of JSON serialize and deserialize handlers, which are all roundtrip-able: // DataConfigTests/Private/DcTestBlurb.cpp\n#include \"DataConfig/Deserialize/DcDeserializerSetup.h\" // ...\n// create and setup a deserializer\nFDcDeserializer Deserializer;\nDcSetupJsonDeserializeHandlers(Deserializer); // create and setup a serializer\nFDcSerializer Serializer;\nDcSetupJsonSerializeHandlers(Serializer);","breadcrumbs":"Formats » JSON » JSON Serialize/Deserialize","id":"43","title":"JSON Serialize/Deserialize"},"44":{"body":"JSON types get mapped into DataConfig data model in a very unsurprising way. JSON Type DcDataEntry Boolean Bool Null Nil String String, Name, Text, Enum Number (All numerics) Array Array, Set Object Class, Struct, Map Here's an example: // DataConfigTests/Private/DcTestDeserialize.cpp\nFString Str = TEXT(R\"( { \"BoolField\" : true, \"NameField\" : \"AName\", \"StringField\" : \"AStr\", \"TextField\" : \"AText\", \"EnumField\" : \"Tard\", \"FloatField\" : 17.5, \"DoubleField\" : 19.375, \"Int8Field\" : -43, \"Int16Field\" : -2243, \"Int32Field\" : -23415, \"Int64Field\" : -1524523, \"UInt8Field\" : 213, \"UInt16Field\" : 2243, \"UInt32Field\" : 23415, \"UInt64Field\" : 1524523, }\n)\"); // deserialized equivelent FDcTestStruct1 Expect;\nExpect.BoolField = true;\nExpect.NameField = TEXT(\"AName\");\nExpect.StringField = TEXT(\"AStr\");\nExpect.TextField = FText::FromString(TEXT(\"AText\"));\nExpect.EnumField = EDcTestEnum1::Tard; Expect.FloatField = 17.5f;\nExpect.DoubleField = 19.375; Expect.Int8Field = -43;\nExpect.Int16Field = -2243;\nExpect.Int32Field = -23415;\nExpect.Int64Field = -1524523; Expect.UInt8Field = 213;\nExpect.UInt16Field = 2243,\nExpect.UInt32Field = 23415;\nExpect.UInt64Field = 1524523;","breadcrumbs":"Formats » JSON » Schema","id":"44","title":"Schema"},"45":{"body":"JSON only allow string as object/mapping keys, while in UE TMap<> can use any type. When doing serialization TMap<FString/FName/FText,(TValue)> types would be directly converted to a JSON object: // DataConfigTests/Public/DcTestDeserialize.h\nUSTRUCT()\nstruct FDcTestStruct3\n{ // ... UPROPERTY() TMap<FString, FString> StringMap;\n}; // DataConfigTests/Public/DcTestDeserialize.cpp\n{ // ... \"StringMap\" : { \"One\": \"1\", \"Two\": \"2\", \"Three\": \"3\", },\n} For other key types it would be serialized as an array of objects: // DataConfigTests/Public/DcTestSerDe.h\nUSTRUCT()\nstruct FDcTestStructMaps\n{ // ... UPROPERTY() TMap<FColor, FString> ColorKeyMap; UPROPERTY() TMap<EDcTestEnumFlag, FString> EnumFlagsMap;\n}; // DataConfigTests/Public/DcTestDeserialize.cpp\n{ \"ColorKeyMap\" : { \"#FF0000FF\" : \"Red\", \"#00FF00FF\" : \"Green\", \"#0000FFFF\" : \"Blue\" }, \"EnumFlagsMap\" : [ { \"$key\" : [], \"$value\" : \"None\" }, { \"$key\" : [ \"One\", \"Three\" ], \"$value\" : \"One | Three\" }, { \"$key\" : [ \"Five\" ], \"$value\" : \"Five\" } ]\n}","breadcrumbs":"Formats » JSON » Map","id":"45","title":"Map"},"46":{"body":"UENUM that get marked with Bitflags meta are deserialized from a list of strings: // DataConfigTests/Public/DcTestDeserialize.h\nUENUM(meta = (Bitflags))\nenum class EDcTestEnumFlag :uint32\n{ None = 0, One = (1 << 0), Two = (1 << 1), //...\n};\nENUM_CLASS_FLAGS(EDcTestEnumFlag); // DataConfigTests/Private/DcTestDeserialize.cpp\nFString Str = TEXT(R\"( { \"EnumFlagField1\" : [], \"EnumFlagField2\" : [\"One\", \"Three\", \"Five\"], }\n)\"); // deserialized equivelent\nFDcTestStructEnumFlag1 Expect;\nExpect.EnumFlagField1 = EDcTestEnumFlag::None;\nExpect.EnumFlagField2 = EDcTestEnumFlag::One | EDcTestEnumFlag::Three | EDcTestEnumFlag::Five;","breadcrumbs":"Formats » JSON » Enum Flags","id":"46","title":"Enum Flags"},"47":{"body":"By default we treat UOBJECT marked with DefaultToInstanced, EditInlineNew and UPROPERTY marked with Instanced as sub object. In this case we'll actually instantiate new object during deserialization, using Ctx.TopObject() as parent: // DataConfigTests/Public/DcTestProperty.h\nUCLASS(BlueprintType, EditInlineNew, DefaultToInstanced)\nclass UDcBaseShape : public UObject\n{ //... UPROPERTY() FName ShapeName;\n}; UCLASS()\nclass UDcShapeBox : public UDcBaseShape\n{ //... UPROPERTY() float Height; UPROPERTY() float Width;\n}; UCLASS()\nclass UDcShapeSquare : public UDcBaseShape\n{ //... UPROPERTY() float Radius;\n}; // DataConfigTests/Public/DcTestDeserialize.h\nUSTRUCT()\nstruct FDcTestStructShapeContainer1\n{ GENERATED_BODY() UPROPERTY() UDcBaseShape* ShapeField1; UPROPERTY() UDcBaseShape* ShapeField2; UPROPERTY() UDcBaseShape* ShapeField3;\n}USTRUCT()\nstruct FDcEditorExtraTestObjectRefs1\n{ GENERATED_BODY() UPROPERTY() UObject* ObjField1; UPROPERTY() UObject* ObjField2; UPROPERTY() UObject* ObjField3; UPROPERTY() UObject* ObjField4;\n}; // DataConfigTests/Private/DcTestDeserialize.cpp\nFString Str = TEXT(R\"( { \"ShapeField1\" : { \"$type\" : \"DcShapeBox\", \"ShapeName\" : \"Box1\", \"Height\" : 17.5, \"Width\" : 1.9375 }, \"ShapeField2\" : { \"$type\" : \"DcShapeSquare\", \"ShapeName\" : \"Square1\", \"Radius\" : 1.75, }, \"ShapeField3\" : null }\n)\"); // deserialized equivelent\nUDcShapeBox* Shape1 = NewObject<UDcShapeBox>();\nShape1->ShapeName = TEXT(\"Box1\");\nShape1->Height = 17.5;\nShape1->Width = 1.9375;\nExpect.ShapeField1 = Shape1; UDcShapeSquare* Shape2 = NewObject<UDcShapeSquare>();\nShape2->ShapeName = TEXT(\"Square1\");\nShape2->Radius = 1.75;\nExpect.ShapeField2 = Shape2; Expect.ShapeField3 = nullptr; Note that criteria for sub object selection can be easily overridden with a new deserialize predicate or alternative FDcPropertyConfig when constructing the reader. Also see AnyStruct , InlineStruct and InstancedStruct for lighter weight alternatives.","breadcrumbs":"Formats » JSON » Sub Objects","id":"47","title":"Sub Objects"},"48":{"body":"We support multiple ways of referencing a UObject in memory or serialized on disk: // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Tests/DcTestDeserializeEditor.h\nUSTRUCT()\nstruct FDcEditorExtraTestObjectRefs1\n{ GENERATED_BODY() UPROPERTY() UObject* ObjField1; UPROPERTY() UObject* ObjField2; UPROPERTY() UObject* ObjField3; UPROPERTY() UObject* ObjField4;\n}; // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Tests/DcTestDeserializeEditor.cpp\nFString Str = TEXT(R\"( { \"ObjField1\" : \"DcEditorExtraNativeDataAsset'/DataConfig/DcFixture/DcTestNativeDataAssetAlpha.DcTestNativeDataAssetAlpha'\", \"ObjField2\" : \"/DataConfig/DcFixture/DcTestNativeDataAssetAlpha\", \"ObjField3\" : { \"$type\" : \"DcEditorExtraNativeDataAsset\", \"$path\" : \"/DataConfig/DcFixture/DcTestNativeDataAssetAlpha\" }, \"ObjField4\" : null, }\n)\"); // deserialized equivelent\nUDcEditorExtraNativeDataAsset* DataAsset = Cast<UDcEditorExtraNativeDataAsset>(StaticLoadObject( UDcEditorExtraNativeDataAsset::StaticClass(), nullptr, TEXT(\"/DataConfig/DcFixture/DcTestNativeDataAssetAlpha\"), nullptr\n)); Expect.ObjField1 = DataAsset;\nExpect.ObjField2 = DataAsset;\nExpect.ObjField3 = DataAsset;\nExpect.ObjField4 = nullptr; In the example above, ObjField1 uses the reference string that can be retrieved in editor context menu: Deserialize-CopyReference For ObjField2/ObjField3 relative path to the uasset is used, but without file name suffix. We also support class reference fields of TSubclassOf<>s: // DataConfigTests/Private/DcTestDeserialize.h\nUSTRUCT()\nstruct FDcTestStructSubClass1\n{ GENERATED_BODY() UPROPERTY() TSubclassOf<UStruct> StructSubClassField1; UPROPERTY() TSubclassOf<UStruct> StructSubClassField2; UPROPERTY() TSubclassOf<UStruct> StructSubClassField3;\n}; // DataConfigTests/Private/DcTestDeserialize.cpp\nFString Str = TEXT(R\"( { \"StructSubClassField1\" : null, \"StructSubClassField2\" : \"ScriptStruct\", \"StructSubClassField3\" : \"DynamicClass\", }\n)\"); // deserialized equivelent\nFDcTestStructSubClass1 Expect;\nExpect.StructSubClassField1 = nullptr;\nExpect.StructSubClassField2 = UScriptStruct::StaticClass();\nExpect.StructSubClassField3 = UDynamicClass::StaticClass(); Note that these do not support Blueprint classes. The direct reason is that Blueprint depends on Engine module and we'd like not to take dependency on in DataConfigCore. We do have an example that supports Blueprint classes, see DataConfigEditorExtra - DcDeserializeBPClass.h/cpp","breadcrumbs":"Formats » JSON » Object and Class Reference","id":"48","title":"Object and Class Reference"},"49":{"body":"DcSetupJsonSerializeHandlers()/DcSetupJsonDeserializeHandlers() accepts an enum to setup alternative handlers. For now StringSoftLazy branch would setup special FSoftObjectProperty/FLazyObjectProperty handlers that directly serialize these into string. Comparing to this the default setup would always resolve the indirect reference into memory, which maybe isn't always desirable. // DataConfigTests/Private/DcTestBlurb.cpp\nFDcTestStructRefs1 Source{};\nUObject* TestsObject = StaticFindObject(UObject::StaticClass(), nullptr, TEXT(\"/Script/DataConfigTests\")); Source.SoftField1 = TestsObject;\nSource.LazyField1 = TestsObject; FDcJsonWriter Writer;\nDC_TRY(DcAutomationUtils::SerializeInto(&Writer, FDcPropertyDatum(&Source),\n[](FDcSerializeContext& Ctx) { DcSetupJsonSerializeHandlers(*Ctx.Serializer, EDcJsonSerializeType::StringSoftLazy);\n}, DcAutomationUtils::EDefaultSetupType::SetupNothing)); // serialized result\n{ // ... \"SoftField1\" : \"/Script/DataConfigTests\", \"SoftField2\" : \"\", \"LazyField1\" : \"C851179E-45A51045-0006AE91-F9B16EC0\", \"LazyField2\" : \"00000000-00000000-00000000-00000000\"\n}","breadcrumbs":"Formats » JSON » Soft Lazy as String","id":"49","title":"Soft Lazy as String"},"5":{"body":"DataConfig support custom serialization and deserialization logic by implementing FDcSerializeDelegate/FDcDeserializeDelegate. In this example, we'd like to convert FColor into #RRGGBBAA and vice versa: DcSerdeColor.h DcSerdeColor.cpp // DataConfigExtra/Public/DataConfig/Extra/Deserialize/DcSerDeColor.h\nUSTRUCT()\nstruct FDcExtraTestStructWithColor1\n{ GENERATED_BODY() UPROPERTY() FColor ColorField1; UPROPERTY() FColor ColorField2;\n}; // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcSerDeColor.cpp\nFString Str = TEXT(R\"( { \"ColorField1\" : \"#0000FFFF\", \"ColorField2\" : \"#FF0000FF\", }\n)\"); First you'll need to implement a FDcDeserializePredicate delegate to pick out FColor properties: // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\nEDcDeserializePredicateResult PredicateIsColorStruct(FDcDeserializeContext& Ctx)\n{ return DcDeserializeUtils::PredicateIsUStruct<FColor>(Ctx);\n} Then we'll need to implement a FDcDeserializeDelegate to deserialize a FColor. Here we'll do it by writing through R/G/B/A fields by name with the FDcWriter API. // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcSerDeColor.cpp\nFDcResult HandlerColorDeserialize(FDcDeserializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Writer->WriteDataEntry(FStructProperty::StaticClass(), Datum)); FString ColorStr; DC_TRY(Ctx.Reader->ReadString(&ColorStr)); FColor Color = FColor::FromHex(ColorStr); FColor* ColorPtr = (FColor*)Datum.DataPtr; *ColorPtr = Color; return DcOk();\n} Note how we retrieve the hex string, then parse it with FColor::FromHex. Upon deserializing we'll need to register these pair of delegates to the FDcDeserializer. // DataConfigTests/Private/DcTestBlurb.cpp\nFDcDeserializer Deserializer;\nDcSetupJsonDeserializeHandlers(Deserializer);\nDeserializer.AddPredicatedHandler( FDcDeserializePredicate::CreateStatic(DcExtra::PredicateIsColorStruct), FDcDeserializeDelegate::CreateStatic(DcExtra::HandlerColorDeserialize)\n); And then it's done! It would work recursively on FColor everywhere, like in UCLASS/USTRUCT members, in TArray/TSet and in TMap as key or values. Note that DataConfig completely separate serialization and deserialization logic. To serialize FColor into #RRGGBBAA string one needs to implement a similar set of methods.","breadcrumbs":"Examples » Custom » Custom Serialization And Deserialization","id":"5","title":"Custom Serialization And Deserialization"},"50":{"body":"Here're some closing notes: For meta fields like $type it must be the first member, meaning object fields are order dependent. This means that the JSON we're supporting is a super set of standard JSON spec (again). Bundled serializers and deserializers are designed to be roundtrip-able. For example in test DataConfig.Core.RoundTrip.JsonRoundtrip1_Default: Serialize UDcTestRoundtrip1 instance Source into JSON. Then deserialize JSON above into instance Dest. Deep-compare Source and Dest. If they're equal them we say it's a roundtrip. Note that we carefully picked float and doubles in the test case, as it's tricky to support floating point roundtrip. We might consider supporting this with alternative float parse and format routines. There're many data types that can not be deserialized from JSON, for example Delegate/WeakObjectReference. Remember that you always have the option to override or selectively enable handlers to support additional properties that make sense in your context. See DcSetupJsonDeserializeHandlers() body on how handlers are registered. You can skip this method and select the ones you want and provide additional handlers. The JSON handlers are designed to NOT read anything during the deserialization. This is crucial since USTRUCT can contain uninitialized fields. For example: // DataConfigTests/Private/DcTestBlurb.cpp\nFString Str = TEXT(R\"( { // pass } )\");\nFDcJsonReader Reader(Str); FDcTestExampleSimple Dest;\nFDcPropertyDatum DestDatum(&Dest); DC_TRY(DcAutomationUtils::DeserializeJsonInto(&Reader, DestDatum)); check(Dest.StrField.IsEmpty());\n// but Dest.IntField contains uninitialized value\nDcAutomationUtils::DumpToLog(DestDatum); // dump results\n<StructRoot> 'DcTestExampleSimple'\n|---<Name> 'StrField'\n|---<String> ''\n|---<Name> 'IntField'\n|---<Int32> '1689777552' // <- arbitrary value\n<StructEnd> 'DcTestExampleSimple' This would cause trouble when you try read a pointer field during deserialization. Remember that primitive fields might be uninitialized during deserialization when implementing your own handlers. One interesting trait of the pull/push styled API is that FDcJsonReader does not preemptively parse number into double and convert it to int/float later on. When reading a number token it would do the number parsing at call site. If ReadIntX() is called then the number is parsed as integer. If ReadFloat()/ReadDouble() is called the token will be parsed as floating point.","breadcrumbs":"Formats » JSON » Caveats","id":"50","title":"Caveats"},"51":{"body":"MsgPack is an popular binary serialization format. It can be considered as a binary superset of JSON. Unreal Engine already supports Cbor module which is a format which is very similar to MsgPack. We choose to implement MsgPack as we're more familiar with it and also providing an alternative.","breadcrumbs":"Formats » MsgPack » MsgPack","id":"51","title":"MsgPack"},"52":{"body":"For the most part MsgPack reader/writer works just like their JSON counterpart . There're just a few additional data types that belongs to this:","breadcrumbs":"Formats » MsgPack » MsgPack Reader/Writer","id":"52","title":"MsgPack Reader/Writer"},"53":{"body":"MsgPack directly supports bin format family which directly maps to EDcDataEntry::Blob: // DataConfigTests/Private/DcTestBlurb.cpp\nDC_TRY(Writer.WriteBlob({Bytes, 0}));\nTArray<uint8> Arr = {1,2,3,4,5}; FDcMsgPackWriter Writer;\nDC_TRY(Writer.WriteBlob(FDcBlobViewData::From(Arr)));\nauto& Buf = Writer.GetMainBuffer(); FDcMsgPackReader Reader(FDcBlobViewData::From(Buf));\nFDcBlobViewData Blob;\nDC_TRY(Reader.ReadBlob(&Blob)); check(Blob.Num == 5);\ncheck(FPlatformMemory::Memcmp(Arr.GetData(), Blob.DataPtr, Blob.Num) == 0);","breadcrumbs":"Formats » MsgPack » Binary","id":"53","title":"Binary"},"54":{"body":"MsgPack also supports ext format family which is basically fixed size binary data with a header: // DataConfigTests/Private/DcTestBlurb.cpp\nFDcMsgPackWriter Writer;\nDC_TRY(Writer.WriteFixExt2(1, {2, 3}));\nauto& Buf = Writer.GetMainBuffer(); FDcMsgPackReader Reader(FDcBlobViewData::From(Buf));\nuint8 Type;\nFDcBytes2 Bytes;\nDC_TRY(Reader.ReadFixExt2(&Type, &Bytes)); check(Type == 1);\ncheck(Bytes.Data[0] == 2);\ncheck(Bytes.Data[1] == 3);","breadcrumbs":"Formats » MsgPack » Extension","id":"54","title":"Extension"},"55":{"body":"MsgPack handlers also support multiple setup types: // DataConfigCore/Public/DataConfig/Serialize/DcSerializerSetup.h\nenum class EDcMsgPackSerializeType\n{ Default, StringSoftLazy, // Serialize Soft/Lazy references as string InMemory, // Serialize pointer/enum/FName etc as underlying integer values\n};","breadcrumbs":"Formats » MsgPack » MsgPack Serialize/Deserialize","id":"55","title":"MsgPack Serialize/Deserialize"},"56":{"body":"The Default and StringSoftLazy options would setup a set of handlers that behaves like their JSON counterparts. We have a \"Property -> Json -> MsgPack -> Json -> Property\" roundtrip test setup in DataConfig.Core.RoundTrip.Property_Json_MsgPack_Json_Property test.","breadcrumbs":"Formats » MsgPack » Persistent handlers","id":"56","title":"Persistent handlers"},"57":{"body":"This is a special set of handlers that only makes sense for binary formats. For example pointers are serialized as memory addresses. EDcDataEntry Serialized Name [uint32, uint32, int32] Text [void*, void*, uint32] ObjectReference, ClassReference void* SoftObjectReference, SoftClassReference FString or void* WeakObjectReference [int32, int32] LazyObjectReference <uuid as FIXEXT16> InterfaceReference [void*, void*] Delegate [int32, int32, (FName)[uint32, uint32, int32]] MulticastInlineDelegate, MulticastSparseDelegate [(list of <Delegate>)] FieldPath void* Enum uint64 With these handlers all data types can be serialized. Note that serializing stuff as memory address isn't always what you want. These are provided as soft of a reference on how to access various data.","breadcrumbs":"Formats » MsgPack » In Memory handlers","id":"57","title":"In Memory handlers"},"58":{"body":"The property system is at the heart of DataConfig: serializer read from property system, while deserializer writes into it. This is directly reflected in the types: // DataConfigCore/Public/DataConfig/Serialize/DcSerializeTypes.h\nstruct DATACONFIGCORE_API FDcSerializeContext\n{ // ... FDcPropertyReader* Reader = nullptr; FDcWriter* Writer = nullptr;\n}; // DataConfigCore/Public/DataConfig/Deserialize/DcDeserializeTypes.h\nstruct DATACONFIGCORE_API FDcDeserializeContext\n{ FDcReader* Reader = nullptr; FDcPropertyWriter* Writer = nullptr;\n};","breadcrumbs":"Formats » Property » Property","id":"58","title":"Property"},"59":{"body":"DcPropertyDatum.h DcPropertyReader.h DcPropertyWriter.h Property reader/writer are usually constructed from a FDcPropertyDatum, which is a \"fat pointer\" that represents an entry in the property system. // DataConfigCore/Public/DataConfig/Property/DcPropertyDatum.h\nstruct DATACONFIGCORE_API FDcPropertyDatum\n{ FFieldVariant Property; void* DataPtr; //...\n} Recall that DataConfig data model expands to a set of Read/Write calls. In the example below we setup a FDcPropertyReader with a simple struct and dump it out: // DataConfigTests/Private/DcTestBlurb2.h\nUSTRUCT()\nstruct FDcTestExample2\n{ GENERATED_BODY() UPROPERTY() FString StrField; UPROPERTY() FString StrArrField[3]; UPROPERTY() UDcBaseShape* InlineField; UPROPERTY() UDcTestClass1* RefField; // ...\n}; // DataConfigTests/Private/DcTestBlurb2.cpp\nFDcTestExample2 Value;\nValue.MakeFixture(); FDcPropertyDatum Datum(&Value);\nFDcPropertyReader Reader(Datum);\nDcAutomationUtils::DumpToLog(&Reader); The results are like this: <StructRoot> 'DcTestExample2'\n|---<Name> 'StrField'\n|---<String> 'Foo'\n|---<Name> 'StrArrField'\n|---<ArrayRoot>\n| |---<String> 'One'\n| |---<String> 'Two'\n| |---<String> 'Three'\n|---<ArrayEnd>\n|---<Name> 'InlineField'\n|---<ClassRoot> 'DcShapeSquare'\n| |---<Name> 'Radius'\n| |---<Float> '2.000000'\n| |---<Name> 'ShapeName'\n| |---<Name> 'MyBox'\n|---<ClassEnd> 'DcBaseShape'\n|---<Name> 'RefField'\n|---<ClassRoot> 'DcTestClass1'\n| |---<ObjectReference> '337' 'DcTestClass1_0'\n|---<ClassEnd> 'DcTestClass1'\n<StructEnd> 'DcTestExample2' Some caveats: Note that DcTestExample2::StrArrField is dumped into a array. Note that DataConfig can't distinguish between Foo and Foo[1] that's a 1 element array. It would be read as a normal field. Note that DcTestExample2::InlineField is expanded and DcTestExample2::RefField is read as an reference. This is determined by FDcPropertyConfig::ExpandObjectPredicate, which by default expands: Field marked with UPROPERTY(Instanced) Class marked with UCLASS(DefaultToInstanced, EditInlineNew)","breadcrumbs":"Formats » Property » Property Datum and Reader/Writer","id":"59","title":"Property Datum and Reader/Writer"},"6":{"body":"DcAutomationUtils::DumpToLog() can dump a FDcPropertyDatum to a string representation, in which FDcPropertyDatum is simply a (FProperty, void*) fat pointer tuple that can represent anything in the property system: DcTestBlurb.cpp // DataConfigTests/Private/DcTestBlurb.cpp\nFVector Vec(1.0f, 2.0f, 3.0f);\nFDcPropertyDatum VecDatum(TBaseStructure<FVector>::Get(), &Vec); DcAutomationUtils::DumpToLog(VecDatum); Output would be: -----------------------------------------\n# Datum: 'ScriptStruct', 'Vector'\n<StructRoot> 'Vector'\n|---<Name> 'X'\n|---<Float> '1.000000'\n|---<Name> 'Y'\n|---<Float> '2.000000'\n|---<Name> 'Z'\n|---<Float> '3.000000'\n<StructEnd> 'Vector'\n----------------------------------------- Additionally we wrapped this into gDcDebug that can be invoked in MSVC immediate window. Calling it during debug would dump into MSVC Output window: // DataConfigCore/Public/DataConfig/Automation/DcAutomationUtils.h\nstruct DATACONFIGCORE_API FDcDebug\n{ FORCENOINLINE void DumpStruct(char* StructNameChars, void* Ptr); FORCENOINLINE void DumpObject(UObject* Obj); FORCENOINLINE void DumpDatum(void* DatumPtr);\n}; /// Access `gDcDebugg` in MSVC immediate window:\n///\n/// - in monolith builds:\n/// gDcDebug.DumpObject(Obj)\n///\n/// - in DLL builds prefix with dll name:\n/// ({,,UE4Editor-DataConfigCore}gDcDebug).DumpObject(ObjPtr) extern FDcDebug gDcDebug; Here's an animated demo showing dumping the vector above during debug break in MSVC: Examples-DebugDumpVecDatum The full expression to evaluate is: ({,,UE4Editor-DataConfigCore}gDcDebug).DumpDatum(&VecDatum) We need DLL name to locate gDcDebug in a non monolith build.","breadcrumbs":"Examples » Debug Dump » Debug Dump","id":"6","title":"Debug Dump"},"60":{"body":"DcPropertyTypes.h Property reader/writer accepts FDcPropertyConfig class for customizing behaviors. By default we've implemented DcSkip metadata that you can mark on given reader/writer.URPOPERTY() and the field would be skipped by given reader/writer: // DataConfigTests/Private/DcTestProperty3.h\nUSTRUCT()\nstruct FDcTestMeta1\n{ GENERATED_BODY() UPROPERTY(meta = (DcSkip)) int SkipField1;\n}; Though that DcSkip behavior is enabled by default, you can override this with a custom FPropertyConfig instance. Here's an example of processing only fields with DcTestSerialize meta: // DataConfigTests/Private/DcTestProperty4.h\nUSTRUCT()\nstruct FDcTestSerializeMeta1\n{ GENERATED_BODY() UPROPERTY(meta = (DcTestSerialize)) int SerializedField; UPROPERTY() int IgnoredField;\n}; // DataConfigTests/Private/DcTestProperty4.cpp\nFDcPropertyConfig Config;\n// only process fields that has `DcTestSerialize` meta\nConfig.ProcessPropertyPredicate = FDcProcessPropertyPredicateDelegate::CreateLambda([](FProperty* Property)\n{ const static FName TestSerializeMeta = FName(TEXT(\"DcTestSerialize\")); return DcPropertyUtils::IsEffectiveProperty(Property) && Property->HasMetaData(TestSerializeMeta);\n});\nConfig.ExpandObjectPredicate = FDcExpandObjectPredicateDelegate::CreateStatic(DcPropertyUtils::IsSubObjectProperty);\nCtx.Reader->SetConfig(Config);","breadcrumbs":"Formats » Property » Configuring with FDcPropertyConfig","id":"60","title":"Configuring with FDcPropertyConfig"},"61":{"body":"DcPropertyPipeSerializers.h DcPropertyPipeSerializers.cpp DcPropertyPipeDeserializers.h DcPropertyPipeDeserializers.cpp There's a set of deserialize handlers in DcPropertyPipeHandlers namespace. It's used to roundtripping property system objects. Simply speaking it's equivalent to doing a FDcPipeVisitor pipe visit. // DataConfigTests/Private/DcTestBlurb.cpp\n// these two blocks are equivalent\n{ FDcPropertyReader Reader(FromDatum); FDcPropertyWriter Writer(ToDatum); FDcPipeVisitor RoundtripVisit(&Reader, &Writer); DC_TRY(RoundtripVisit.PipeVisit());\n} { FDcDeserializer Deserializer; DcSetupPropertyPipeDeserializeHandlers(Deserializer); FDcPropertyReader Reader(FromDatum); FDcPropertyWriter Writer(ToDatum); FDcDeserializeContext Ctx; Ctx.Reader = &Reader; Ctx.Writer = &Writer; Ctx.Deserializer = &Deserializer; DC_TRY(Ctx.Prepare()); DC_TRY(Deserializer.Deserialize(Ctx));\n} These are provided as a set of basis to for building custom property wrangling utils. See Field Renamer for example.","breadcrumbs":"Formats » Property » Pipe Property Handlers","id":"61","title":"Pipe Property Handlers"},"62":{"body":"Alongside DataConfigCore we have two other modules DataConfigExtra and DataConfigEditorExtra. It have self contained samples built on top of DataConfig framework. Note that these are not intended to be integrated directly. You can take these as references when implementing custom features.","breadcrumbs":"Extra » Extra","id":"62","title":"Extra"},"63":{"body":"This example has been shown in previous chapter . It's also a benchmark use case for our custom deserialization logic: DcSerDeColor.h DcSerDeColor.cpp // DataConfigExtra/Public/DataConfig/Extra/SerDe/DcSerDeColor.h\nUSTRUCT()\nstruct FDcExtraTestStructWithColor1\n{ GENERATED_BODY() UPROPERTY() FColor ColorField1; UPROPERTY() FColor ColorField2;\n}; // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\nFString Str = TEXT(R\"( { \"ColorField1\" : \"#0000FFFF\", \"ColorField2\" : \"#FF0000FF\", }\n)\"); FColor is converted into a #RRGGBBAA hex string. The corresponding handlers looks pretty mirrored. // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\nFDcResult HandlerColorDeserialize(FDcDeserializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Writer->WriteDataEntry(FStructProperty::StaticClass(), Datum)); FString ColorStr; DC_TRY(Ctx.Reader->ReadString(&ColorStr)); FColor Color = FColor::FromHex(ColorStr); FColor* ColorPtr = (FColor*)Datum.DataPtr; *ColorPtr = Color; return DcOk();\n} FDcResult HandlerColorSerialize(FDcSerializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Reader->ReadDataEntry(FStructProperty::StaticClass(), Datum)); FColor* ColorPtr = (FColor*)Datum.DataPtr; DC_TRY(Ctx.Writer->WriteString(TEXT(\"#\") + ColorPtr->ToHex())); return DcOk();\n} Note how FDcPropertyReader::ReadDataEntry and FDcPropertyWriter::WriteDataEntry retrieves the next property as a FDcPropertyDatum, which allows us to directly manipulate a FColor pointer.","breadcrumbs":"Extra » FColor » FColor Serialization/Deserialization","id":"63","title":"FColor Serialization/Deserialization"},"64":{"body":"This demonstrates conversion betweenTArray<uint8> and Base64 encoded strings in JSON: DcSerDeBase64.h DcSerDeBase64.cpp // DataConfigExtra/Public/DataConfig/Extra/Deserialize/DcSerDeBase64.h\nUSTRUCT()\nstruct FDcExtraTestStructWithBase64\n{ GENERATED_BODY() UPROPERTY(meta = (DcExtraBase64)) TArray<uint8> BlobField1; UPROPERTY(meta = (DcExtraBase64)) TArray<uint8> BlobField2;\n}; // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcSerDeBase64.cpp\nFString Str = TEXT(R\"( { \"BlobField1\" : \"dGhlc2UgYXJlIG15IHR3aXN0ZWQgd29yZHM=\", \"BlobField2\" : \"\", }\n)\"); Note that we're tagging the BlobField with (meta = (DcExtraBase64)) to explicitly show that we' want this member to be converted into Base64. UE support arbitrary meta data in the meta = () segment . But beware that the meta data is only available when WITH_EDITORDATA flag is defined. In predicate we check for this DcExtraBase64 like this: // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcSerDeBase64.cpp\nEDcDeserializePredicateResult PredicateIsBase64Blob(FDcDeserializeContext& Ctx)\n{ FArrayProperty* ArrayProperty = DcPropertyUtils::CastFieldVariant<FArrayProperty>(Ctx.TopProperty()); //\tcheck for only TArray<uint8> if (ArrayProperty == nullptr) return EDcDeserializePredicateResult::Pass; if (!ArrayProperty->Inner->IsA<FByteProperty>()) return EDcDeserializePredicateResult::Pass; return ArrayProperty->HasMetaData(TEXT(\"DcExtraBase64\")) ? EDcDeserializePredicateResult::Process : EDcDeserializePredicateResult::Pass;\n}","breadcrumbs":"Extra » Base64 Blob » Base64 Blob Serialization/Deserialization","id":"64","title":"Base64 Blob Serialization/Deserialization"},"65":{"body":"Previously we're deserializing FColor by writing into its member fields separately, which is a bit cumbersome. In this case DataConfig do support better alternatives. Since we know that FColor is POD type we can construct one by filling in correct bit pattern. In this case FDcPropertyWriter allow struct property to be coerced from a blob: DcSerDeColor.h DcSerDeColor.cpp // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\ntemplate<>\nFDcResult TemplatedWriteColorDispatch<EDcColorDeserializeMethod::WriteBlob>(const FColor& Color, FDcDeserializeContext& Ctx)\n{ return Ctx.Writer->WriteBlob({ (uint8*)&Color, // treat `Color` as opaque blob data sizeof(FColor) });\n} Alternatively we can get FProperty and data pointer in place and setting the value through Unreal's FProperty API: // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\ntemplate<>\nFDcResult TemplatedWriteColorDispatch<EDcColorDeserializeMethod::WriteDataEntry>(const FColor& Color, FDcDeserializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Writer->WriteDataEntry(FStructProperty::StaticClass(), Datum)); Datum.CastFieldChecked<FStructProperty>()->CopySingleValue(Datum.DataPtr, &Color); return DcOk();\n} Note that we already know that Datum.DataPtr points to a allocated FColor instance. Thus we can simply cast it into a FColor* and directly manipulate the pointer. // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\ntemplate<>\nFDcResult TemplatedWriteColorDispatch<EDcColorDeserializeMethod::WritePointer>(const FColor& Color, FDcDeserializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Writer->WriteDataEntry(FStructProperty::StaticClass(), Datum)); FColor* ColorPtr = (FColor*)Datum.DataPtr; *ColorPtr = Color; // deserialize by assignment return DcOk();\n} Note that these techniques also applies on serialization: // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\nFDcResult HandlerColorSerialize(FDcSerializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Reader->ReadDataEntry(FStructProperty::StaticClass(), Datum)); FColor* ColorPtr = (FColor*)Datum.DataPtr; DC_TRY(Ctx.Writer->WriteString(TEXT(\"#\") + ColorPtr->ToHex())); return DcOk();\n}","breadcrumbs":"Extra » WriterAPI » Writer API Alternatives","id":"65","title":"Writer API Alternatives"},"66":{"body":"UE comes with a handy module JsonUtilities that handles conversion between USTRUCTs and JSON. In this example we've implemented similar functionalities that behaves almost identical to stock FJsonConverter. DcJsonConverter.h DcJsonConverter.cpp // DataConfigExtra/Private/DataConfig/Extra/Types/DcJsonConverter.cpp\nFString Str = TEXT(R\"( { \"strField\" : \"Foo\", \"nestField\" : { \"strArrayField\" : [ \"One\", \"Two\", \"Three\" ], \"strIntMapField\" : { \"One\": 1, \"Two\": 2, \"Three\": 3 } }, \"intField\" : 253, \"boolField\" : true }\n)\"); { FDcTestJsonConverter1 Lhs; bool LhsOk = DcExtra::JsonObjectStringToUStruct(Str, &Lhs); FDcTestJsonConverter1 Rhs; bool RhsOk = FJsonObjectConverter::JsonObjectStringToUStruct(Str, &Rhs);\n} { FString Lhs; bool LhsOk = DcExtra::UStructToJsonObjectString(Data, Lhs); FString Rhs; bool RhsOk = FJsonObjectConverter::UStructToJsonObjectString(Data, Rhs);\n} DcExtra::JsonObjectStringToUStruct() body is trivia as it delegates most of the work to DcDeserializer: // DataConfigExtra/Private/DataConfig/Extra/Types/DcJsonConverter.cpp\nbool JsonObjectReaderToUStruct(FDcReader* Reader, FDcPropertyDatum Datum)\n{ FDcResult Ret = [&]() -> FDcResult { using namespace JsonConverterDetails; LazyInitializeDeserializer(); FDcPropertyWriter Writer(Datum); FDcDeserializeContext Ctx; Ctx.Reader = Reader; Ctx.Writer = &Writer; Ctx.Deserializer = &Deserializer.GetValue(); DC_TRY(Ctx.Prepare()); DC_TRY(Deserializer->Deserialize(Ctx)); return DcOk(); }(); if (!Ret.Ok()) { DcEnv().FlushDiags(); return false; } else { return true; }\n} The serializing function DcExtra::UStructToJsonObjectString() needs some customization as default DcJsonWriter and DcSerializer handlers behaves a bit different against stock FDcJsonConverter: It serialize field names as camelCase. It uses platform dependent line endings, that is \\r\\n on Windows. It have subtle new line breaking rules on nested array and object, and on spacing around : token. The good news is that one can customize these behaviors with DataConfig to match it: // DataConfigExtra/Public/DataConfig/Extra/Types/DcJsonConverter.h\ntemplate<typename InStructType>\nstatic bool UStructToJsonObjectString(const InStructType& InStruct, FString& OutJsonString)\n{ static FDcJsonWriter::ConfigType _JSON_CONVERTER_CONFIG = [] { FDcJsonWriter::ConfigType Config = FDcJsonWriter::DefaultConfig; Config.IndentLiteral = TEXT(\"\\t\"); Config.LineEndLiteral = LINE_TERMINATOR; Config.LeftSpacingLiteral = TEXT(\"\"); Config.bNestedArrayStartsOnNewLine = false; Config.bNestedObjectStartsOnNewLine = true; return Config; }(); FDcJsonWriter Writer(_JSON_CONVERTER_CONFIG); ...\n} // DataConfigExtra/Private/DataConfig/Extra/Types/DcJsonConverter.cpp\nstatic FDcResult HandlerStructRootSerializeCamelCase(FDcSerializeContext& Ctx)\n{ ... else if (CurPeek == EDcDataEntry::Name) { FName Value; DC_TRY(Ctx.Reader->ReadName(&Value)); DC_TRY(Ctx.Writer->WriteString(FJsonObjectConverter::StandardizeCase(Value.ToString()))); }\n} We aim to support flexible serialization and formatting behaviors without modifying DataConfigCore code:","breadcrumbs":"Extra » JsonConverter » JsonConverter in DataConfig","id":"66","title":"JsonConverter in DataConfig"},"67":{"body":"This is an intermediate example that takes advantage of the flexibility provided by the property system. FDcAnyStruct is a struct that stores a heap allocated USTRUCT of any type while maintaining value semantic on itself. If you're familiar with the concept of variant type, just think of it as a variant type that supports all USTRUCT: DcAnyStruct.h DcAnyStruct.cpp // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeAnyStruct.cpp\n// instantiate from heap allocated structs\nFDcAnyStruct Any1 = new FDcExtraTestSimpleStruct1();\nAny1.GetChecked<FDcExtraTestSimpleStruct1>()->NameField = TEXT(\"Foo\"); // supports moving\nFDcAnyStruct Any2 = MoveTemp(Any1);\ncheck(!Any1.IsValid());\ncheck(Any2.GetChecked<FDcExtraTestSimpleStruct1>()->NameField == TEXT(\"Foo\"));\nAny2.Reset(); // supports shared referencing\nAny2 = new FDcExtraTestSimpleStruct2();\nAny2.GetChecked<FDcExtraTestSimpleStruct2>()->StrField = TEXT(\"Bar\"); Any1 = Any2; check(Any1.DataPtr == Any2.DataPtr);\ncheck(Any1.StructClass == Any2.StructClass); We then implemented conversion logic between FDcAnyStruct and JSON: DcSerDeAnyStruct.h DcSerDeAnyStruct.cpp // DataConfigExtra/Public/DataConfig/Extra/SerDe/DcSerDeAnyStruct.h\nUSTRUCT()\nstruct FDcExtraTestWithAnyStruct1\n{ GENERATED_BODY() UPROPERTY() FDcAnyStruct AnyStructField1; UPROPERTY() FDcAnyStruct AnyStructField2; UPROPERTY() FDcAnyStruct AnyStructField3;\n}; // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeAnyStruct.cpp\nFString Str = TEXT(R\"( { \"AnyStructField1\" : { \"$type\" : \"DcExtraTestSimpleStruct1\", \"NameField\" : \"Foo\" }, \"AnyStructField2\" : { \"$type\" : \"DcExtraTestStructWithColor1\", \"ColorField1\" : \"#0000FFFF\", \"ColorField2\" : \"#FF0000FF\" }, \"AnyStructField3\" : null }\n)\"); Note how the custom FColor <-> \"#RRGGBBAA\" conversion recursively works within FDcAnyStruct. This should be a good starting point for you to implement your own nested variant types and containers. For more details refer to the implementation of HandlerDcAnyStruct[Serialize/Deserialize].","breadcrumbs":"Extra » AnyStruct » AnyStruct","id":"67","title":"AnyStruct"},"68":{"body":"In AnyStruct we implemented FDcAnyStruct that can store arbitrary heap allocated USTRUCT. A shortcoming of this approach is that it introduces overhead of heap allocated memory, which also have worse cache locality comparing to stack allocated structs. In this example we implemented a series of structs FDcInlineStruct64/FDcInlineStruct128/FDcInlineStruct256/FDcInlineStruct512 which stores a USTRUCT inline. Think it as a small buffer optimized version of FDcAnyStruct. These can also be used as a cheap alternative to UCLASS based polymorphism. DcInlineStruct.h DcInlineStruct.cpp // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeInlineStruct.cpp\n// stack allocated usage\nFDcInlineStruct64 Inline1;\nInline1.Emplace<FColor>(255, 0, 0, 255);\nUTEST_TRUE(\"Inline Struct\", *Inline1.GetChecked<FColor>() == FColor::Red); // support copy FDcInlineStruct64 Inline2 = Inline1;\nUTEST_TRUE(\"Inline Struct\", *Inline2.GetChecked<FColor>() == FColor::Red); Serialization handlers for inline structs are similar to any struct ones: DcSerDeInlineStruct.h DcSerDeInlineStruct.cpp // DataConfigExtra/Public/DataConfig/Extra/SerDe/DcSerDeInlineStruct.h\nUSTRUCT()\nstruct FDcExtraTestWithInlineStruct1\n{ GENERATED_BODY() UPROPERTY() FDcInlineStruct64 InlineField1; UPROPERTY() FDcInlineStruct64 InlineField2;;\n}; // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeInlineStruct.cpp\nFString Str = TEXT(R\"( { \"InlineField1\" : { \"$type\" : \"DcExtraTestSimpleStruct1\", \"NameField\" : \"Foo\" }, \"InlineField2\" : { \"$type\" : \"DcExtraTestStructWithColor1\", \"ColorField1\" : \"#0000FFFF\", \"ColorField2\" : \"#FF0000FF\" } }\n)\"); Note that one limitation with inline structs the USTRUCT get put in must have smaller size than the inline struct storage. Deserialize handlers would check for these cases: LogDataConfigCore: Display: # DataConfig Error: Inline struct too big: BufSize '56', Struct 'DcExtraTestStruct128' Size '128'\nLogDataConfigCore: Display: - [WideCharDcJsonReader] --> <in-memory>5:38 3 | { 4 | \"InlineField1\" : { 5 | \"$type\" : \"DcExtraTestStruct128\", | ^ 6 | \"NameField\" : \"Foo\" 7 | },\nLogDataConfigCore: Display: - [DcPropertyWriter] Writing property: (FDcExtraTestWithInlineStruct1)$root.(FDcInlineStruct64)InlineField1\nLogDataConfigCore: Display: - [DcSerializer]","breadcrumbs":"Extra » InlineStruct » Inline Struct","id":"68","title":"Inline Struct"},"69":{"body":"DataConfig can also be used to author one-off utility. In this example we implemented DcExtra::DeserializeStructRenaming() that copies data between structural identical data structures, while renaming field names by a user function. DcDeserializeRenameStructFieldNames.h DcDeserializeRenameStructFieldNames.cpp // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcDeserializeRenameStructFieldNames.cpp\n// struct equivelent to this:\nFString Str = TEXT(R\"( { \"FromName1\" : \"Foo\", \"FromStructSet1\" : [ { \"FromStr1\" : \"One\", \"FromInt1\" : 1, }, { \"FromStr1\" : \"Two\", \"FromInt1\" : 2, } ] }\n)\"); // ... deserialize with a functor renaming `FromXXX` to `ToXXX`:\nUTEST_OK(\"...\", DcExtra::DeserializeStructRenaming( FromDatum, ToDatum, FDcExtraRenamer::CreateLambda([](const FName& FromName){ FString FromStr = FromName.ToString(); if (FromStr.StartsWith(TEXT(\"From\"))) return FName(TEXT(\"To\") + FromStr.Mid(4)); else return FromName;\n}))); // ... results into a struct equivelent to this: FString Str = TEXT(R\"( { \"ToName1\" : \"Foo\", \"ToStructSet1\" : [ { \"ToStr1\" : \"One\", \"ToInt1\" : 1, }, { \"ToStr1\" : \"Two\", \"ToInt1\" : 2, } ] }\n)\"); This takes advantage of the DcPropertyPipeHandlers that simply do verbatim data piping. The gist is that you should consider DataConfig an option when working with batch data processing within Unreal Engine. We are trying to provide tools to support these use cases.","breadcrumbs":"Extra » Field Renamer » Field Renamer","id":"69","title":"Field Renamer"},"7":{"body":"At the moment it supports these the engine versions below: UE 5.1 UE 5.0 UE 4.27 UE 4.26 UE 4.25","breadcrumbs":"Integration » Integration","id":"7","title":"Integration"},"70":{"body":"This example demonstrates that FReader/FWriter can be used standalone, without FDcSerializer/FDcDeserializer. UE built-in module PropertyPath allow accessing nested object properties by a path like Foo.Bar.Baz: DcPropertyPathAccess.h DcPropertyPathAccess.cpp // DataConfigExtra/Private/DataConfig/Extra/Types/DcPropertyPathAccess.cpp\nFString Str;\nUTEST_TRUE(\"...\", PropertyPathHelpers::GetPropertyValue(Outer, TEXT(\"StructRoot.Middle.InnerMost.StrField\"), Str));\nUTEST_TRUE(\"...\", Str == TEXT(\"Foo\")); UTEST_TRUE(\"...\", PropertyPathHelpers::SetPropertyValue(Outer, TEXT(\"StructRoot.Middle.InnerMost.StrField\"), FString(TEXT(\"Bar\"))));\nUTEST_TRUE(\"...\", Outer->StructRoot.Middle.InnerMost.StrField == TEXT(\"Bar\")); We implemented a pair of methods DcExtra::GetDatumPropertyByPath/SetDatumPropertyByPath with FDcPropertyReader: // DataConfigExtra/Private/DataConfig/Extra/Types/DcPropertyPathAccess.cpp\nUTEST_TRUE(\"...\", CheckStrPtr(GetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Middle.InnerMost.StrField\"), TEXT(\"Foo\")));\nUTEST_TRUE(\"...\", CheckStrPtr(GetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Arr.0.StrField\"), TEXT(\"Bar0\")));\nUTEST_TRUE(\"...\", CheckStrPtr(GetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Arr.1.StrField\"), TEXT(\"Bar1\")));\nUTEST_TRUE(\"...\", CheckStrPtr(GetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.NameMap.FooKey.StrField\"), TEXT(\"FooValue\"))); UTEST_TRUE(\"...\", SetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Middle.InnerMost.StrField\", TEXT(\"AltFoo\")));\nUTEST_TRUE(\"...\", SetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Arr.0.StrField\", TEXT(\"AltBar0\")));\nUTEST_TRUE(\"...\", SetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Arr.1.StrField\", TEXT(\"AltBar1\")));\nUTEST_TRUE(\"...\", SetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.NameMap.FooKey.StrField\", TEXT(\"AltFooValue\"))); Comparing to PropertyPathHelpers these new ones support Array and Map, and support USTRUCT roots. We're missing some features like expanding weak/lazy object references but it should be easy to implement. Remember that we have bundled JSON/MsgPack reader/writers that can also be used standalone.","breadcrumbs":"Extra » Property Path » Access property by path","id":"70","title":"Access property by path"},"71":{"body":"Unreal Engine bundles SQLite3 in SQLiteCore plugin and bundled with minimal C++ abstractions. In this example we implemented LoadStructArrayFromSQLite to load a SQLite query into a TArray of structs: DcSqlite.h DcSqlite.cpp // DataConfigExtra/Public/DataConfig/Extra/Misc/DcSqlite.h\ntemplate<typename TStruct>\nFDcResult LoadStructArrayFromSQLite(FSQLiteDatabase* Db, const TCHAR* Query, TArray<TStruct>& Arr)\n// ... With this method we can easily turn SQLite query results into structs that's easy to manipulate with: // DataConfig/Source/DataConfigExtra/Private/DataConfig/Extra/Misc/DcSqlite.cpp\n/// data fixture\nFString Statement = TEXT(\"CREATE TABLE users (id INTEGER NOT NULL,name TEXT, title TEXT)\");\nbSuccess &= TestDb.Execute(*Statement);\nStatement = TEXT(\"INSERT INTO users (id, name, title) VALUES (1, 'John', 'Manager')\");\nbSuccess &= TestDb.Execute(*Statement);\nStatement = TEXT(\"INSERT INTO users (id, name, title) VALUES (2, 'Mark', 'Engineer')\");\nbSuccess &= TestDb.Execute(*Statement);\nStatement = TEXT(\"INSERT INTO users (id, name, title) VALUES (3, 'Bob', 'Engineer')\");\nbSuccess &= TestDb.Execute(*Statement);\nStatement = TEXT(\"INSERT INTO users (id, name, title) VALUES (4, 'Mike', 'QA')\"); // execute query and deserialize\nTArray<FDcExtraTestUser> Arr;\nUTEST_OK(\"Extra Sqlite\", DcExtra::LoadStructArrayFromSQLite( &TestDb, TEXT(\"SELECT * FROM users WHERE title == 'Engineer' ORDER BY id\"), Arr )); // equivalent fixture\nFString Fixture = TEXT(R\"( [ { \"Id\" : 2, \"Name\" : \"Mark\", \"Title\" : \"Engineer\" }, { \"Id\" : 3, \"Name\" : \"Bob\", \"Title\" : \"Engineer\" } ]\n)\"); For this to work we'll need to implement FSqliteReader which implements FDcReader API so it can be consumed by deserializer. The cool thing is that FSqliteReader works very well with SQLite's step API and can wrap SQLite error reporting into diagnostics that DataConfig can report.","breadcrumbs":"Extra » SQLite » Deserialize From SQLite Query","id":"71","title":"Deserialize From SQLite Query"},"72":{"body":"Unreal Engine Modules is how the engine handles its C++ code physical design. You'll need to be pretty familiar with the system to scale up your C++ project. We split extra samples in two modules. The first is DataConfigExtra which does not depend on Engine/UnrealEd module. It can be built along program target. DataConfigExtra is basically a set of C++ source files bundled and there's no special setup for it. The key setup is to set ModuleRules.bRequiresImplementModule to be false: DataConfigExtra.Build.cs // DataConfigExtra/DataConfigExtra.Build.cs\npublic class DataConfigExtra : ModuleRules\n{ public DataConfigExtra(ReadOnlyTargetRules Target) : base(Target) { bRequiresImplementModule = false; Type = ModuleType.CPlusPlus; PCHUsage = PCHUsageMode.UseExplicitOrSharedPCHs; PublicDependencyModuleNames.AddRange( new string[] { \"DataConfigCore\", \"Core\", \"CoreUObject\", // ... }); }\n} The other module is DcEditorExtraModule, a more conventional editor only module. It's also the recommended setup for integrating DataConfig as an editor only dependency into your project. We also put samples that depends on Engine and other gameplay system in here. Most of integration code is in IModuleInterface::StartUpModule/ShutdownModule(). DcEditorExtraModule.cpp // DataConfigEditorExtra/Private/DcEditorExtraModule.cpp\nvoid FDcEditorExtraModule::StartupModule()\n{ // ... DcRegisterDiagnosticGroup(&DcDExtra::Details); DcRegisterDiagnosticGroup(&DcDEditorExtra::Details); DcStartUp(EDcInitializeAction::Minimal); DcEnv().DiagConsumer = MakeShareable(new FDcMessageLogDiagnosticConsumer()); // ...\n} void FDcEditorExtraModule::ShutdownModule()\n{ DcShutDown(); // ...\n} Here's a checklist for integration: Register additional diagnostics early. Call DcStartUp()/DcShutDonw() pair. Register custom diagnostic consumer. FDcMessageLogDiagnosticConsumer is an example of redirecting diagnostics to the UE Message Log window with its own category.","breadcrumbs":"Extra » Module Setup » Extra Module Setups","id":"72","title":"Extra Module Setups"},"73":{"body":"In this example we added a Dump Asset To Log menu entry. After enabling it you can see it on the context menu on all asset types: DataConfigEditorExtra-DumpAssetToLog On clicking it would use the pretty print writer to dump the asset into Output Log: DataConfigEditorExtra-DumpOutputLog This is implemented as an editor menu extender: DcEditorDumpAssetToLog.cpp // DataConfigExtra/Private/DataConfig/EditorExtra/Editor/DcEditorDumpAssetToLog.cpp\nTSharedRef<FExtender> DumpAssetToLogExtender(const TArray<FAssetData>& SelectedAssets)\n{ // ... Extender->AddMenuExtension(\"GetAssetActions\", EExtensionHook::After, TSharedPtr<FUICommandList>(), FMenuExtensionDelegate::CreateLambda([Asset](FMenuBuilder& MenuBuilder) { MenuBuilder.AddMenuEntry( // ... FUIAction( FExecuteAction::CreateLambda([Asset]{ if (UBlueprint* Blueprint = Cast<UBlueprint>(Asset.GetAsset())) { // dump BP class generated class CDO as it makes more sense DcAutomationUtils::DumpToLog(FDcPropertyDatum(Blueprint->GeneratedClass->ClassDefaultObject)); } else { DcAutomationUtils::DumpToLog(FDcPropertyDatum(Asset.GetAsset())); } }), FCanExecuteAction() ) ); })); } // ... When asset is a Blueprint we dump its CDO instead as it makes more sense.","breadcrumbs":"Extra » Dump Asset To Log » Dump Asset To Log","id":"73","title":"Dump Asset To Log"},"74":{"body":"The Property System is so powerful that you can create new Blueprint Class/Struct, which is equivalent to C++ UCLASS/USTRUCT to some extents. In this example we'll show how to handle these in DataConfig. The whole blueprint stuff depends on Engine module. This is also why we put related code into DataConfigEditorExtra module.","breadcrumbs":"Extra » Blueprint » Blueprint Serialization/Deserialization","id":"74","title":"Blueprint Serialization/Deserialization"},"75":{"body":"Blueprint class are stored within UBlueprint typed assets. Note that we automatically unwrap the container in handlers. DcSerDeBlueprint.h DcSerDeBlueprint.cpp //DataConfigEditorExtra/Public/DataConfig/EditorExtra/SerDe/DcSerDeBlueprint.h\nUSTRUCT()\nstruct DATACONFIGEDITOREXTRA_API FDcEditorExtraTestStructWithBPClass\n{ GENERATED_BODY() UPROPERTY() TSubclassOf<UDcTestBPClassBase> ClassField1; UPROPERTY() TSubclassOf<UDcTestBPClassBase> ClassField2; UPROPERTY() TSubclassOf<UDcTestBPClassBase> ClassField3;\n}; USTRUCT()\nstruct DATACONFIGEDITOREXTRA_API FDcEditorExtraTestStructWithBPInstance\n{ GENERATED_BODY() UPROPERTY() UDcTestBPClassBase* InstanceField1; UPROPERTY() UDcTestBPClassBase* InstanceField2; UPROPERTY() UDcTestBPClassBase* InstanceField3;\n}; //DataConfigEditorExtra/Private/DataConfig/EditorExtra/SerDe/DcSerDeBlueprint.cpp\nFString Str = TEXT(R\"( { \"ClassField1\" : null, \"ClassField2\" : \"DcTestNativeDerived1\", \"ClassField3\" : \"/DataConfig/DcFixture/DcTestBlueprintClassBeta\" }\n)\"); FString Str = TEXT(R\"( { \"InstanceField1\" : null, \"InstanceField2\" : \"/DataConfig/DcFixture/DcTestBlueprintInstanceAlpha\", \"InstanceField3\" : \"/DataConfig/DcFixture/DcTestBlueprintInstanceBeta\" }\n)\");","breadcrumbs":"Extra » Blueprint » Blueprint Class and Object references","id":"75","title":"Blueprint Class and Object references"},"76":{"body":"In this example we roundtrip a Blueprint class instance from JSON: Blueprint Class //DataConfigEditorExtra/Private/DataConfig/EditorExtra/SerDe/DcSerDeBlueprint.cpp\nFString Str = TEXT(R\"( { \"StrField\" : \"Foo\", \"BPEnumField\" : \"Baz\", \"IntField\" : 345 }\n)\"); You can also reference on how to handle Blueprint enum in this example. It need some special care to convert between int value and the descriptive text set within the editor.","breadcrumbs":"Extra » Blueprint » Blueprint Class Instance","id":"76","title":"Blueprint Class Instance"},"77":{"body":"Finally we're combined FColor, FDcAnyStruct and Blueprint struct into one single example: DataConfigEditorExtra-BlueprintStruct //DataConfigEditorExtra/Private/DataConfig/EditorExtra/SerDe/DcSerDeBlueprint.cpp\nFString Str = TEXT(R\"( { \"AnyStructField1\" : { \"$type\" : \"/DataConfig/DcFixture/DcTestBlueprintStructWithColor\", \"NameField\" : \"Foo\", \"StrField\" : \"Bar\", \"IntField\" : 123, \"ColorField\" : \"#FF0000FF\" } }\n)\"); Under the hood Blueprint struct mangles its field names. The struct above dumps to something like this: -----------------------------------------\n# Datum: 'UserDefinedStruct', 'DcTestBlueprintStructWithColor'\n<StructRoot> 'DcTestBlueprintStructWithColor'\n|---<Name> 'NameField_5_97BFF114405C1934C2F33E8668BF1652'\n|---<Name> 'Foo'\n|---<Name> 'StrField_9_FAA71EFE4896F4E6B1478B9C13B2CE52'\n|---<String> 'Bar'\n|---<Name> 'IntField_11_3BC7CB0F42439CE2196F7AA82A1AC374'\n|---<Int32> '123'\n|---<Name> 'ColorField_14_F676BCF245B2977B678B65A8216E94EB'\n|---<StructRoot> 'Color'\n| |---<Name> 'B'\n| |---<UInt8> '0'\n| |---<Name> 'G'\n| |---<UInt8> '0'\n| |---<Name> 'R'\n| |---<UInt8> '255'\n| |---<Name> 'A'\n| |---<UInt8> '255'\n|---<StructEnd> 'Color'\n<StructEnd> 'DcTestBlueprintStructWithColor'\n----------------------------------------- The good news is that DataConfig already got this covered.","breadcrumbs":"Extra » Blueprint » Blueprint Struct Instance","id":"77","title":"Blueprint Struct Instance"},"78":{"body":"GameplayTags is a built-in runtime module that implements hierarchical tags. In this example we have roundtrip handlers for FGameplayTag and FGameplayTagContainer. DcSerDeGameplayTags.h DcSerDeGameplayTags.cpp // DataConfigEditorExtra/Public/DataConfig/EditorExtra/SerDe/DcSerDeGameplayTags.h\nUSTRUCT()\nstruct FDcEditorExtraTestStructWithGameplayTag1\n{ GENERATED_BODY() UPROPERTY() FGameplayTag TagField1; UPROPERTY() FGameplayTag TagField2;\n}; // DataConfigEditorExtra/Private/DataConfig/EditorExtra/SerDe/DcSerDeGameplayTags.cpp\nFString Str = TEXT(R\"( { \"TagField1\" : null, \"TagField2\" : \"DataConfig.Foo.Bar\" }\n)\"); FGameplayTagContainer converts to a list of strings: // DataConfigEditorExtra/Public/DataConfig/EditorExtra/Deserialize/DcDeserializeGameplayTags.h\nUSTRUCT()\nstruct FDcEditorExtraTestStructWithGameplayTag2\n{ GENERATED_BODY() UPROPERTY() FGameplayTagContainer TagContainerField1; UPROPERTY() FGameplayTagContainer TagContainerField2;\n}; // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Deserialize/DcDeserializeGameplayTags.cpp\nFString Str = TEXT(R\"( { \"TagContainerField1\" : [], \"TagContainerField2\" : [ \"DataConfig.Foo.Bar\", \"DataConfig.Foo.Bar.Baz\", \"DataConfig.Tar.Taz\", ] }\n)\"); Note that gameplay tag parsing has error reporting built-in. In this case we can pipe it into our diagnostic: // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Deserialize/DcDeserializeGameplayTags.cpp\nstatic FDcResult _StringToGameplayTag(FDcDeserializeContext& Ctx, const FString& Str, FGameplayTag* OutTagPtr)\n{ FString FixedString; FText Err; if (!FGameplayTag::IsValidGameplayTagString(Str, &Err, &FixedString)) { return DC_FAIL(DcDEditorExtra, InvalidGameplayTagStringFixErr) << Str << FixedString << Err; } //...\n} In case of a invalid tag it would report the reason and fixed string: # DataConfig Error: Invalid Gameplay Tag String, Actual: 'DataConfig.Invalid.Tag.', Fixed: 'DataConfig.Invalid.Tag', Error: 'Tag ends with .'\n- [JsonReader] --> <in-memory>5:4 3 | { 4 | \"TagField1\" : null, 5 | \"TagField2\" : \"DataConfig.Invalid.Tag.\" | ^^^^^^^^^^^^^^^^^^^^^^^^^ 6 | } 7 | - [PropertyWriter] Writing property: (FDcEditorExtraTestStructWithGameplayTag1)$root.(FGameplayTag)TagField2 [C:\\DevUE\\UnrealEngine\\Engine\\Source\\Developer\\MessageLog\\Private\\Model\\MessageLogListingModel.cpp(73)]","breadcrumbs":"Extra » Gameplay Tag » Gameplay Tag Serialization/Deserialization","id":"78","title":"Gameplay Tag Serialization/Deserialization"},"79":{"body":"We'll conclude with a concrete user story: populating GameplayAbility and GameplayEffect blueprint from JSON file. DcDeserializeGameplayAbility.h DcDeserializeGameplayAbility.cpp Gameplay Ability System is a built-in plugin for building data driven abilities. Users are expected to derived and modify GameplayAbility and GameplayEffect blueprint for custom logic. Given a JSON like this: // DataConfig/Tests/Fixture_AbilityAlpha.json\n{ /// Tags \"AbilityTags\" : [ \"DataConfig.Foo.Bar\", \"DataConfig.Foo.Bar.Baz\", ], \"CancelAbilitiesWithTag\" : [ \"DataConfig.Foo.Bar.Baz\", \"DataConfig.Tar.Taz\", ], /// Costs \"CostGameplayEffectClass\" : \"/DataConfig/DcFixture/DcTestGameplayEffectAlpha\", /// Advanced \"ReplicationPolicy\" : \"ReplicateYes\", \"InstancingPolicy\" : \"NonInstanced\",\n} Right click on a GameplayAbility blueprint asset and select Load From JSON， then select this file and confirm. It would correctly populate the fields with the values in JSON, as seen in the pic below: DataConfigEditorExtra-LoadJsonIntoAbility Most of the logic is in DataConfig/EditorExtra/Deserialize/DcDeserializeGameplayAbility.cpp: The context menu is added from GameplayAbilityEffectExtender. There's another handy item named Dump To Log which dumps any blueprint CDO into the log. DataConfig deserializer is setup in LazyInitializeDeserializer(). We added custom logic for deserializing FGameplayAttribute from a string like DcTestAttributeSet.Mana. We also reused many methods from previous examples to support FGameplayTag deserialization and Blueprint class look up by path.","breadcrumbs":"Extra » Gameplay Ability » Deserialize Gameplay Abilities","id":"79","title":"Deserialize Gameplay Abilities"},"8":{"body":"The easiest way to try out DataConfig is to add it as a plugin into your C++ project. In this section we'll walk through the steps of integrating DataConfig plugin into a empty UE C++ Project.","breadcrumbs":"Integration » Integrate DataConfig Plugin","id":"8","title":"Integrate DataConfig Plugin"},"80":{"body":"This example only works with UE5.0+ Starting with UE 5.0 there's a new plugin StructUtils featuring a struct type called FInstancedStruct . It's shares the same idea to previous AnyStruct example, while it has proper asset serialization logic and editor support. Given a struct hierarchy like this: // DataConfigExtra/Public/DataConfig/Extra/Types/DcExtraTestFixtures.h\nUSTRUCT(BlueprintType)\nstruct FDcStructShapeBase\n{ GENERATED_BODY() UPROPERTY(EditAnywhere) FName ShapeName;\n}; USTRUCT(BlueprintType)\nstruct FDcStructShapeRectangle : public FDcStructShapeBase\n{ GENERATED_BODY() UPROPERTY(EditAnywhere) float Height; UPROPERTY(EditAnywhere) float Width;\n}; USTRUCT(BlueprintType)\nstruct FDcStructShapeCircle : public FDcStructShapeBase\n{ GENERATED_BODY() UPROPERTY(EditAnywhere) float Radius;\n}; You can use FInstancedStruct specified with a BaseStruct meta to reference to a polymorphism instance: // DataConfigEditorExtra5/Public/DataConfig/EditorExtra/SerDe/DcSerDeInstancedStruct.h\nUPROPERTY(EditAnywhere, meta = (BaseStruct = \"/Script/DataConfigExtra.DcStructShapeBase\"))\nFInstancedStruct InstancedStruct1; UPROPERTY(EditAnywhere, meta = (BaseStruct = \"DcStructShapeBase\"))\nFInstancedStruct InstancedStruct2; The best part is that the editor is also working as intended: DataConfigEditorExtra-InstancedStructEditor Prior to this you'll need to setup Sub Objects for similar behavior, which costs unnecessary overhead. FInstancedStruct can also be serialized to and from JSON with DataConfig: DcSerDeInstancedStruct.h DcSerDeInstancedStruct.cpp // DataConfigExtra5/Public/DataConfig/EditorExtra/SerDe/DcSerDeInstancedStruct.h\nUSTRUCT()\nstruct FDcEditorExtra5InstancedStruct1\n{ GENERATED_BODY() UPROPERTY() FInstancedStruct InstancedStruct1; UPROPERTY() FInstancedStruct InstancedStruct2; UPROPERTY() FInstancedStruct InstancedStruct3;\n}; // DataConfigExtra5/Private/DataConfig/EditorExtra/SerDe/DcSerDeInstancedStruct.cpp\nFString Str = TEXT(R\"( { \"InstancedStruct1\" : { \"$type\" : \"DcExtraTestSimpleStruct1\", \"NameField\" : \"Foo\" }, \"InstancedStruct2\" : { \"$type\" : \"DcExtraTestStructWithColor1\", \"ColorField1\" : \"#0000FFFF\", \"ColorField2\" : \"#FF0000FF\" }, \"InstancedStruct3\" : null }\n)\"); Note how the custom FColor <-> \"#RRGGBBAA\" conversion recursively works within FInstancedStruct.","breadcrumbs":"Extra » InstancedStruct » InstancedStruct","id":"80","title":"InstancedStruct"},"81":{"body":"This section contains documentation for advanced topics.","breadcrumbs":"Advanced » Advanced","id":"81","title":"Advanced"},"82":{"body":"We've integrated two benchmarks fixtures from JSON for modern C++ project. In the benchmark we deserialize JSON into C++ structs, then serialize them back to JSON. Then we convert JSON to MsgPack and do identical process. canada.json corpus.ndjson See here for instructions to build and run the benchmark. Here're the results: DcBenchmarkFixture1.cpp On a Intel(R) Core(TM) i7-7700K CPU @ 4.20GHz: Corpus Json Deserialize: [Shipping] Bandwidth: 77.816(MB/s), Mean: 70.891(ms), Median:70.662(ms), Deviation:0.861\nCorpus Json Serialize: [Shipping] Bandwidth: 97.532(MB/s), Mean: 56.560(ms), Median:55.786(ms), Deviation:1.930\nCorpus MsgPack Deserialize: [Shipping] Bandwidth: 89.347(MB/s), Mean: 58.498(ms), Median:58.339(ms), Deviation:0.573\nCorpus MsgPack Serialize: [Shipping] Bandwidth: 79.530(MB/s), Mean: 65.719(ms), Median:65.457(ms), Deviation:0.867 Canada Json Deserialize: [Shipping] Bandwidth: 59.257(MB/s), Mean: 36.228(ms), Median:36.029(ms), Deviation:0.490\nCanada Json Serialize: [Shipping] Bandwidth: 47.083(MB/s), Mean: 45.596(ms), Median:44.961(ms), Deviation:1.563\nCanada MsgPack Serialize: [Shipping] Bandwidth: 101.112(MB/s), Mean: 5.778(ms), Median:5.764(ms), Deviation:0.060\nCanada MsgPack Deserialize: [Shipping] Bandwidth: 89.467(MB/s), Mean: 6.530(ms), Median:6.513(ms), Deviation:0.094 On a AMD Ryzen 9 5950X 16-Core Processor 3.40 GHz: Corpus Json Deserialize: [Shipping] Bandwidth: 98.890(MB/s), Mean: 55.784(ms), Median:55.486(ms), Deviation:0.856\nCorpus Json Serialize: [Shipping] Bandwidth: 107.389(MB/s), Mean: 51.369(ms), Median:51.046(ms), Deviation:1.531\nCorpus MsgPack Deserialize: [Shipping] Bandwidth: 112.146(MB/s), Mean: 46.606(ms), Median:46.521(ms), Deviation:0.213\nCorpus MsgPack Serialize: [Shipping] Bandwidth: 98.295(MB/s), Mean: 53.173(ms), Median:52.951(ms), Deviation:1.065 Canada Json Deserialize: [Shipping] Bandwidth: 72.858(MB/s), Mean: 29.465(ms), Median:29.238(ms), Deviation:0.802\nCanada Json Serialize: [Shipping] Bandwidth: 57.586(MB/s), Mean: 37.279(ms), Median:37.363(ms), Deviation:0.640\nCanada MsgPack Serialize: [Shipping] Bandwidth: 126.463(MB/s), Mean: 4.620(ms), Median:4.548(ms), Deviation:0.233\nCanada MsgPack Deserialize: [Shipping] Bandwidth: 103.348(MB/s), Mean: 5.653(ms), Median:5.649(ms), Deviation:0.020 Some insights on the results: Benchmark in Shipping build configuration, otherwise it doesn't make much sense. Recall that runtime performance isn't our top priority . We opted for a classic inheritance based API for FDcReader/FDcWriter which means that each read/write step result in a virtual dispatch. This by design would result in mediocre performance metrics. The bandwidth should be in the range of 10~100(MB/s) on common PC setup, no matter how simple the format is. MsgPack and JSON has similar bandwidth numbers in the benchmark. However MsgPack has far more tight layout when dealing with numeric data. Note in the Canada fixture MsgPack only takes around 10ms, as this fixture is mostly float number coordinates.","breadcrumbs":"Advanced » Benchmark » Benchmark","id":"82","title":"Benchmark"},"83":{"body":"There're some recurring patterns when writing handlers in DataConfig.","breadcrumbs":"Advanced » Writing Handlers » Tips for writing handlers","id":"83","title":"Tips for writing handlers"},"84":{"body":"When deserializing a container like USTRUCT root or TArray you'll need to recursively deserialize children properties. This is wrapped in a single function call: // DataConfigCore/Private/DataConfig/Deserialize/Handlers/Json/DcJsonStructDeserializers.cpp\nDC_TRY(DcDeserializeUtils::RecursiveDeserialize(Ctx)); Internally it would push writer's next property into FDcDeserializeContext::Properties to satisfiy the invariant that FDcDeserializeContext::TopProperty() always points to the current writing property. It would also clear up the top property on return. Another example is how we pipe deserialize a TMap<>. When at key and value position we simply call this method 2 times: // DataConfigCore/Private/DataConfig/Deserialize/Handlers/Property/DcPropertyPipeDeserializers.cpp\nDC_TRY(Ctx.Reader->ReadMapRoot());\nDC_TRY(Ctx.Writer->WriteMapRoot()); EDcDataEntry CurPeek;\nwhile (true)\n{ DC_TRY(Ctx.Reader->PeekRead(&CurPeek)); if (CurPeek == EDcDataEntry::MapEnd) break; DC_TRY(DcDeserializeUtils::RecursiveDeserialize(Ctx)); DC_TRY(DcDeserializeUtils::RecursiveDeserialize(Ctx));\n} DC_TRY(Ctx.Reader->ReadMapEnd());\nDC_TRY(Ctx.Writer->WriteMapEnd());","breadcrumbs":"Advanced » Writing Handlers » Recursive Deserialize","id":"84","title":"Recursive Deserialize"},"85":{"body":"Sometimes deserialization will create new UObject along the way. In this case you'll need to fill in FDcDeserializeContext::Objects so the top one is used for NewObject() calls. For transient objecst you can use GetTransientPackage(): // DataConfigTests/Private/DcTestDeserialize.cpp\nCtx.Objects.Push(GetTransientPackage());","breadcrumbs":"Advanced » Writing Handlers » Provide TopObject()","id":"85","title":"Provide TopObject()"},"86":{"body":"Sometimes you want to peek the content of the next entry. For example in DcExtra::HandlerBPDcAnyStructDeserialize() we're dealing with a JSON like this: // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Deserialize/DcDeserializeBPClass.cpp\n{ \"AnyStructField1\" : { \"$type\" : \"/DataConfig/DcFixture/DcTestBlueprintStructWithColor\", \"NameField\" : \"Foo\", //... }\n} We want to consume the $type key and its value, and then delegate the logic back to the deserializer. The solution here is first to consume the pair. Then we put back a { then replace the reader: // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Deserialize/DcDeserializeBPClass.cpp\nFDcPutbackReader PutbackReader(Ctx.Reader);\nPutbackReader.Putback(EDcDataEntry::MapRoot);\nTDcStoreThenReset<FDcReader*> RestoreReader(Ctx.Reader, &PutbackReader); FDcScopedProperty ScopedValueProperty(Ctx);\nDC_TRY(ScopedValueProperty.PushProperty());\nDC_TRY(Ctx.Deserializer->Deserialize(Ctx)); Beware that Putback only support a limited subset of data types.","breadcrumbs":"Advanced » Writing Handlers » Peek By Value","id":"86","title":"Peek By Value"},"87":{"body":"Readers implements FDcReader::Coercion() which can be used to query if the next value can be coerced into other types. Here's an example of reading a JSON number as string: // DataConfigTests/Private/DcTestBlurb2.cpp\nFDcJsonReader Reader(TEXT(R\"( 1.234567\n)\")); // check coercion\n// note this is a query and doesn't affect reading at all\nbool bCanCoerceToStr;\nDC_TRY(Reader.Coercion(EDcDataEntry::String, &bCanCoerceToStr));\ncheck(bCanCoerceToStr); // read number token as stjring\n// note here we skipped parsing the number to float\nFString NumStr;\nDC_TRY(Reader.ReadString(&NumStr)); check(NumStr == TEXT(\"1.234567\"));\nreturn DcOk(); What's cool here is that FDcJsonReader does parsing at the ReadFloat() callsite. So when doing coercion above it actually skipped string to float parsing. Here's a table of all existing coercion rules: Reader From Type To Type FDcPropertyReader Array Blob StructRoot Blob FDcJsonReader Double String Double Int8/Int16/Int32/Int64UInt8/Uint16/UInt32/Uint64Float String Name/Text FDcMsgPackReader String Name/Text Some caveats regarding coercion: When reading from JSON/MsgPack string can be read as Name/Text for convenient. When reading from Property, Array/Struct can be read as a FDcBlobViewData which directly points to the memory span.","breadcrumbs":"Advanced » Writing Handlers » Coercion","id":"87","title":"Coercion"},"88":{"body":"Sometimes you just want to deserialize something into an TArray/TMap/TSet. Then you'll realize that you don't have something corresponding to StaticClass()/StaticStruct() as root to pass to DataConfig. // DataConfigTests/Private/DcTestBlurb2.cpp\nFString Fixture = TEXT(\"[1,2,3,4,5]\");\nTArray<int> Arr; Turns out you can create adhoc FProperty without USTRUCT/UCLASS parents and use them just fine. In DataConfig we've provided DcPropertyUtils::FDcPropertyBuilder to ease this use case. DcPropertyUtils.h // DataConfigTests/Private/DcTestBlurb2.cpp\n// create int array property\nusing namespace DcPropertyUtils;\nauto ArrProp = FDcPropertyBuilder::Array( FDcPropertyBuilder::Int() ).LinkOnScope(); FDcJsonReader Reader{Fixture};\nDC_TRY(DcAutomationUtils::DeserializeFrom(&Reader, FDcPropertyDatum(ArrProp.Get(), &Arr))); // validate results\ncheck(Arr.Num() == 5);\ncheck(Arr[4] == 5); Note that FDcPropertyBuilder would create a heap allocated FProperty and LinkOnScope() returns a TUniquePtr. You might want to cache the properties if used repeatedly.","breadcrumbs":"Advanced » Non Class/Struct Root » Non Class/Struct Root","id":"88","title":"Non Class/Struct Root"},"89":{"body":"Some DataConfig behaviors take advantage of property metadata , notable the default DcSkip metadata to let DataConfig ignore a property: // DataConfigTests/Private/DcTestProperty3.h\nUPROPERTY(meta = (DcSkip)) int SkipField1; However the metadata would be stripped in packaged builds, meanwhile the FProperty::GetMetaData/HasMetaData() methods would be gone. The state is roughly like this: In packaged builds there's no metadata C++ methods nor any data. Program targets can choose whether to keep metadata methods by setting bBuildWithEditorOnlyData in Target.cs. This toggles macro WITH_EDITORONLY_DATA. However the actual metadata would not be auto loaded. In editor metadata works as intended. In release 1.4.1 we fixed compilation on !WITH_EDITORONLY_DATA. This would allow you to include DataConfigCore as a runtime module and ship it with your project. This is an intended and supported use case. However some builtin DataConfig features are affected in builds with no metadata. All builtin metas (DcSkip/DcMsgPackBlob) are ignored. Bitflag enums (UENUM(meta = (Bitflags))) are ignored. All enums are now treated as scalar. The good news is that DataConfig allows you to workaround this by writing custom serialization handlers . For example for bitflag enums: Name your bitflag enums with a prefix like EFlagBar and check for it in predicates. Collect a list of bitflag enum names and test for it in predicates. On serializing PeekRead for next data entry. If it's a ArrayRoot then treat it as a bitflag enum.","breadcrumbs":"Advanced » No MetaData » No MetaData","id":"89","title":"No MetaData"},"9":{"body":"DataConfig now uses separated uplugin files for UE4 and UE5 so that we can try out new features in UE5 without dropping support for UE4. We bundled scripts to generate clean plugins for UE4 and UE5. You can also find these on DataConfig releases page. git clone https://github.com/slowburn-dev/DataConfig\n# requires python 3.6+\npython ./DataConfig/Misc/Scripts/make_dataconfig_ue4.py\npython ./DataConfig/Misc/Scripts/make_dataconfig_ue5.py","breadcrumbs":"Integration » Generate DataConfig Plugin for UE4/UE5","id":"9","title":"Generate DataConfig Plugin for UE4/UE5"},"90":{"body":"One thing we find that's really important when maintaining DataConfig across multiple UE versions, is that proper automation is a must. On this page we document how to run the bundled automation tests. Note that all instructions shown here are using Windows with a Cmd shell. You'll need to adapt to your system setup.","breadcrumbs":"Advanced » Automation » Automation","id":"90","title":"Automation"},"91":{"body":"We provide a standalone, command target that runs tests on core, non editor DataConfig features. 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framework for Unreal Engine that just works! DataConfig is a serialization framework built on top of Unreal Engine's Property System. It aims to be friendly and robust while offering good performance. Notably features: Out of the box JSON/MsgPack read write. Full support for UPROPERTY()/UCLASS()/USTRUCT()/UENUM(). Pull/Push style API for verbatim data access and lossless type information. Designed as a collection of tools that can be easily extended to support other formats.","breadcrumbs":"Intro » DataConfig Book","id":"0","title":"DataConfig Book"},"1":{"body":"Get the code on github . See Examples for code examples. See Integration for quick integration guide. See Design for more context about the project. See Extra for more advanced usages. See Changes for versioning history. There's also DataConfig JSON Asset on UE Marketplace. It's a premium plugin for importing JSON to UE data assets.","breadcrumbs":"Intro » Getting Started","id":"1","title":"Getting Started"},"10":{"body":"Get a copy of DataConfig repository . Then copy ./DataConfig (where DataConfig.uplugin is located) into your project's Plugins directory. Delete DataConfig4.uplugin. Delete DataConfig/Source/DataConfigHeadless folder. This step is crucial or you your project won't build .","breadcrumbs":"Integration » Manual Steps for UE5","id":"10","title":"Manual Steps for UE5"},"100":{"body":"The oldest version DataConfig supports is UE 4.25, in which it introduces a major refactor that changes UProperty to FProperty. We intended to support UE4 in the foreseeable future, especially when we now have separated uplugin for UE4 and UE5.","breadcrumbs":"Advanced » UE Upgrades » UE4","id":"100","title":"UE4"},"101":{"body":"All notable changes to this project will be documented in this file.","breadcrumbs":"Changes » Changes","id":"101","title":"Changes"},"102":{"body":"Fix compilation on !WITH_EDITORONLY_DATA. See No MetaData . Initial UE 5.2 support.","breadcrumbs":"Changes » 1.4.1 - 2023-2-15","id":"102","title":"1.4.1 - 2023-2-15"},"103":{"body":"Checkout blog post \"DataConfig 1.4 Released with UE 5.1 Support\" . NEW Support for UE 5.1. See UE version upgrade . NEW Extra samples and docs. Advanced - Automation Extra - InstancedStruct Configuring with FPropertyConfig Writing Handlers - Coercion CHANGE Use separated uplugin for UE4 and UE5. See Integration FIX Core changes and fixes: Fail when FPropertyWriter::WriteObjectReference() takes nullptr. See test: DataConfig.Core.Property.DiagNullObject Additional check for class mismatch for default object deserialize handlers. See test: DataConfig.Core.Deserialize.DiagObjectClassMismatch","breadcrumbs":"Changes » 1.4.0 - 2022-11-17","id":"103","title":"1.4.0 - 2022-11-17"},"104":{"body":"Checkout blog post \"DataConfig Core and JSON Asset 1.3 Release\" . CHANGE Property reader/writer improvement and fixes Allow reading Array/Set/Map and native array like int arr[5] as root. See: Non Class/Struct Root Expand property with ArrayDim > 1 as array. See: Property Performance improvement by caching FScript/Array/SetHelper NEW Extra samples: Dump Asset To Log Deserialize From SQLite Query Inline Struct FIX Core changes and fixes: Fix stale enum property fields serialization crash. Fix TSet/TMap serialization crashes. Fix soft object/class reference serialize to nil when it's not loaded. Fix pipe property class/object handlers. Fix TObjectPtr<> serialialzation and deserialization. Fix PeekReadDataPtr on class property. Removed FScopedStackedReader/FScopedStackedWriter usage. Fix HeuristicVerifyPointer diagnostic. Fix DC_TRY shadowing variable Ret. JSON now support non string keyed TMap<> as [{ \"$key\": <foo>, \"$value\": <bar> }]. See: JSON - Map Fix DcPropertyUtils::DcIsSubObjectProperty() Now it only checks for CPF_InstancedReference. Update screenshots to UE5. Note that DataConfig still supports from 4.25 and onwards . Update Property docs.","breadcrumbs":"Changes » 1.3.0 - 2022-6-20","id":"104","title":"1.3.0 - 2022-6-20"},"105":{"body":"Support for UE 5.0.0 Add DebugGetRealPropertyValue for double BP fields.","breadcrumbs":"Changes » 1.2.2 - 2022-4-5","id":"105","title":"1.2.2 - 2022-4-5"},"106":{"body":"Support for UE5 Preview 1 . FIX Compile fixes for examples on UE 4.25. FIX UE 4.25/4.26 editor extra BP serde automation test fixes. FIX FDcAnsiJsonWriter writes non ascii char to ? when string contains escaping characters. FDcJsonWriter was unaffected. This only happens to the ansi char writer and only when input has escapes like \\t.","breadcrumbs":"Changes » 1.2.1 - 2022-2-23","id":"106","title":"1.2.1 - 2022-2-23"},"107":{"body":"Checkout blog post \"Introducing DataConfig 1.2\" . NEW Serializer. Previously we only have deserializers. Serializer API mirrors deserializers. Builtin serialization and deserialization handlers are all roundtrip-able. DcDiagnosticDeserialize -> DcDiagnosticSerDe for sharing diagnostics. DcDeserializeUtils -> DcSerDeUtils for sharing code. NEW MsgPack reader and writer. Full spec implemented, minus the \"Timestamp extension type\". Integrate and passes kawanet/msgpack-test-suite . NEW JSON writer. With WIDECHAR/ANSICHAR specialization as JSON Reader. Accept config to output pretty or condensed output. NEW Builtin metas. DcSkip - skip marked fields DcMsgPackBlob - marked TArray<>/Struct would be read as blob by MsgPack SerDe CHANGE Core type changes. FDcReader/FDcWriter changes. FDcStruct/ClassStat renamed to FDcStruct/ClassAccess. ReadStruct/ClassRoot() renamed to ReadStruct/ClassRootAccess. AddReadStruct/ClassRoot() that takes no argument for common use cases. FDcReader::Coercion() now returns a FDcResult [Read/Write]Soft[Object/Class]Reference takes FSoftObjectPtr. RTTI with GetId() and CastById() FDcSerializer/FDcDeserializer changes. DcDiagnosticDeserialize -> DcDiagnosticSerDe for sharing diagnostics. DcDeserializeUtils -> DcSerDeUtils for sharing code. Add handlers to read/write Soft/Lazy references as is, without loading the object. Implicit call Properties.Push() before context Prepare(). Removed FDcScopedProperty in favor of DcDeserializeUtils::RecursiveDeserialize() it's more concise. FDcPropertyReader/FDcPropertyWriter changes. When reading class object keys any one with $ will be ignored. previously only allow $type, $path. note that struct by default don't check for these. It's trivia to add the logic if you want to. Add FDcPropertyReader::PeekReadDataPtr matches with PeekProperty FDcJsonReader changes. Remove object key length limit, which was 2048 and it's incorrect. Though FName is capped at 1024, which is a Unreal Engine limit. Fix ReadName() which previously would fail. Fix quoted string parsing/escaping in ParseQuotedString Add EDcDataEntry::Extension. Add FDcPropertyDatum template constructor to directly construct one from a FSturct*. FPrettyPrintWriter now print blobs with hash, previously it's pointer value. DcAutomationUtils::SerializeIntoJson/DeserializeIntoJson -> SerializeInto/DeserializeFrom as we're supporting other formats. Add HeuristicVerifyPointer to check common magic invalid pointers. Misc fixes and QOL improvements. Fixed linux build. Now the headless program target cross compiles and runs under wsl. Serializer/Deserializer now also report diagnostics. Better Json reader diagnostic formatting. Now it clamps long lines properly. Add DataConfigEditorExtra.DcCoreTestsCommandlet as tests runner. Add performance benchmark. Restructured DataConfig book for topics on serializer and MsgPack.","breadcrumbs":"Changes » 1.2.0 - 2022-1-26","id":"107","title":"1.2.0 - 2022-1-26"},"108":{"body":"Support for UE 4.27. Support for UE 5.","breadcrumbs":"Changes » 1.1.1 - 2021-10-6","id":"108","title":"1.1.1 - 2021-10-6"},"109":{"body":"Integrate nst/JSONTestSuite . Now DcJSONParser pass most of them. Skipped tests are also documented. FDcAnsiJsonReader now detect and convert non ASCII UTF8 characters. Previously these characters are dropped. Headless test runner pass along parameters to tests, for example DataConfigHeadless-Win64-Debug.exe Parsing -- n_array_just_minus","breadcrumbs":"Changes » 1.1.0 - 2021-4-24","id":"109","title":"1.1.0 - 2021-4-24"},"11":{"body":"Get a copy of the repository . Then copy ./DataConfig (where DataConfig.uplugin is located) into your project's Plugins directory. Delete DataConfig.uplugin, then rename DataConfig4.uplugin to DataConfig.uplugin. Delete DataConfig/Source/DataConfigHeadless folder. This step is crucial or you your project won't build . Additionally delete UE5 specific modules. DataConfig/Source/DataConfigEditorExtra5","breadcrumbs":"Integration » Manual Steps for UE4","id":"11","title":"Manual Steps for UE4"},"110":{"body":"DataConfig is released under MIT License . MIT License Copyright (c) 2021-2023 Chen Tao Permission is hereby granted, free of charge, to any person obtaining a copy\nof this software and associated documentation files (the \"Software\"), to deal\nin the Software without restriction, including without limitation the rights\nto use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Software, and to permit persons to whom the Software is\nfurnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all\ncopies or substantial portions of the Software. THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\nIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\nFITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\nAUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\nLIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\nOUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\nSOFTWARE.","breadcrumbs":"License » License","id":"110","title":"License"},"111":{"body":"If you find DataConfig useful in your project, consider credit us in your project with the full license above or the shorter snippets below. DataConfig <https//slowburn.dev/dataconfig>\nMIT License, Copyright (c) 2021-2023 Chen Tao There's also DataConfig JSON Asset on UE Marketplace. It's a premium plugin for importing JSON to UE data assets. You can reach us by email to hislowburn@gmail.com or on twitter @slowburndev . We'll setup a section showcasing projects using DataConfig in the future.","breadcrumbs":"License » Attribution","id":"111","title":"Attribution"},"12":{"body":"Follow these steps to ensure DataConfig is properly integrated into your project. Restart your project. There should be a prompt to compile plugin sources. Confirm and wait until your project launches. Then open Settings -> Plugins you should see Data Config listed under Project Editor category. Integration-DataConfigPlugin The plugin comes with a set of tests. Open menu Window -> Developer Tools -> Session Frontend. Find and run the DataConfig tests and it should all pass. Integration-DataConfigAutomations","breadcrumbs":"Integration » Validate integration","id":"12","title":"Validate integration"},"13":{"body":"DataConfig is packed into a plugin to bundle automation tests with a few assets. You're encouraged to integrate only the DataConfigCore module. It contains all core features with minimal dependencies. Most projects should has a editor module already setup. In this section we'll go through the steps of integrating DataConfigCore and build it with the project's FooProjectEditor module. Get a copy of this repository. Then copy DataConfig/Source/DataConfigCore into your project's Source directory. Edit FooProjectEditor.Build.cs add add DataConfigCore as an extra module: using UnrealBuildTool; public class FooProjectEditor : ModuleRules\n{ public FooProjectEditor(ReadOnlyTargetRules Target) : base(Target) { PublicDependencyModuleNames.AddRange(new string[] { //... \"DataConfigCore\",\t// <- add this }); }\n} DataConfig needs to be explicitly initialized before use. Find FooProjectEditor module's start up and shut down methods and setup DataConfig accordingly. #include \"DataConfig/DcEnv.h\"\n#include \"DataConfig/Automation/DcAutomationUtils.h\" void FFooProjectEditorModule::StartupModule()\n{ // ... DcStartUp(EDcInitializeAction::SetAsConsole); // dump a FVector to try it out FVector Vec(1.0f, 2.0f, 3.0f); FDcPropertyDatum VecDatum(TBaseStructure<FVector>::Get(), &Vec); DcAutomationUtils::DumpToLog(VecDatum);\n} void FFooProjectEditorModule::ShutdownModule()\n{ // ... DcShutDown();\n} Rebuild the project and restart the editor. Open Output Log and you should be able to find the dump results (to filter use Categories -> None ). Integration-DataConfigCoreOutput You can refer to Module Setup for more detailed integration instructions.","breadcrumbs":"Integration » Integrate DataConfigCore Module","id":"13","title":"Integrate DataConfigCore Module"},"14":{"body":"This page documents the overall design, goals and reasoning around DataConfig.","breadcrumbs":"Design » Design","id":"14","title":"Design"},"15":{"body":"At the time we started this project we were looking for a JSON parser that: Supports a relaxed JSON spec, i.e. comment and trailing comma. Supports custom deserialization logic, i.e. deserializes FColor from #RRGGBBAA. Supports UE instanced sub objects and polymorphism. Ultimately we implemented all these in DataConfig. We also tried not to limit this to be a JSON parser but to provide a set of tools for reading-from and writing-to the property system. If you are an Unreal Engine C++ developers that: Looking for alternative JSON reader/writer. Looking for MsgPack serializer. Looking for a textual configuration format. Thinking of implementing custom textual/binary format. Write code that deals with FProperty on a daily bases. You should try DataConfig and it's highly likely DataConfig will fit into your solution.","breadcrumbs":"Design » Rationale","id":"15","title":"Rationale"},"16":{"body":"Deliver as a quality C++ source library. DataConfig should ship with no UI nor tooling code. Users are expected to integrate only DataConfigCore as a source module. We intentionally limit the scope of DataConfig to a \"C++ Library\". Our users should be proficient UE C++ programmers. DataConfig should ship with good testing and documentation coverage. DataConfig follows idiomatic UE C++ conventions and has no external dependencies. DataConfigCore depends only on Core and CoreUObject and can be used in standalone Program targets. DataConfig API are UObject free and stack friendly. Built-in features serve as examples and sensible defaults. Users are expected to write on their own Reader/Writer/Handlers. Runtime performance is not our top priority. We expect users to use DataConfig in an offline, editor only scenario. In this use case we favor some other aspects over runtime performance: Idiomatic. We follow Unreal Engine C++ coding conventions and keep core dependency to only Core and CoreUObject. Friendly. When processing invalid data and invalid API usage DataConfig should not crash. It should fail explicitly with detailed context and diagnostics. Small code size / fast compile time. DataConfig tries not to expose template API. TDcJsonReader is explicit instantiated with its definition in private files. Light memory footprint. Our JSON parser does stream parsing and would not construct the loaded JSON document in memory at all. Works with whatever property system supports. The idea is that DataConfig supports everything that can be tagged with UCLASS/USTRUCT/UPROPERTY/UENUM macros, which covers the full data model of the property system. Fields such as weak object reference and delegates doesn't make much sense to be serialized into textual format. However it turns out supporting the full data model makes it suitable to some other tasks like debug dump and in-memory data wrangling. This also means that DataConfig focuses only on reading from and writing into C++ data structures. For example we do not have a DOM or object like API for JSON at all. The only use case DataConfig supports is to deserialize from JSON into native C++ objects.","breadcrumbs":"Design » Manifesto","id":"16","title":"Manifesto"},"17":{"body":"References serde.rs on API and the SerDe acronym. References FullSerializer and OdinSerializer on API. JSON parser/writer implementation and test cases references JSON for Modern C++ and RapidJson . Integrated nst/JSONTestSuite . Integrated kawanet/msgpack-test-suite .","breadcrumbs":"Design » Acknowledgement","id":"17","title":"Acknowledgement"},"18":{"body":"This section contains doc for programming DataConfig APIs.","breadcrumbs":"Programming » Programming Guides","id":"18","title":"Programming Guides"},"19":{"body":"Conceptually the DataConfig data model is defined by 3 C++ types: EDcDataEntry - enum covers every possible data type. FDcReader - methods to read from the data model. FDcWriter - methods to write into the data model. And that's it. The obvious missing thing is a DOM like object that you can random access and serialize into - we choose to not implement that and it's crucial to understand this to get to know how DataConfig works.","breadcrumbs":"Programming » Data Model » DataConfig Data Model","id":"19","title":"DataConfig Data Model"},"2":{"body":"DataConfig is released under free and permissive MIT license. We'd really appreciate to credit us if you find it useful. See License for details.","breadcrumbs":"Intro » License","id":"2","title":"License"},"20":{"body":"The enum covers all possible types: // DataConfigCore/Public/DataConfig/DcTypes.h\nUENUM()\nenum class EDcDataEntry : uint16\n{ Nil, Bool, Name, String, Text, Enum, Float, Double, Int8, Int16, Int32, Int64, UInt8, UInt16, UInt32, UInt64, //\tStruct StructRoot, StructEnd, //\tClass ClassRoot, ClassEnd, //\tMap MapRoot, MapEnd, //\tArray ArrayRoot, ArrayEnd, //\tSet, SetRoot, SetEnd, //\tReference ObjectReference, ClassReference, WeakObjectReference, LazyObjectReference, SoftObjectReference, SoftClassReference, InterfaceReference, //\tDelegates Delegate, MulticastInlineDelegate, MulticastSparseDelegate, //\tField FieldPath, //\tExtra Blob, //\tExtension Extension, //\tEnd Ended,\n}; Most enumerators directly maps to a FProperty type: EDcDataEntry::Bool - FBoolProperty EDcDataEntry::Name - FNameProperty EDcDataEntry::String - FStrProperty EDcDataEntry::ArrayRoot/ArrayEnd- FArrayProperty It should've covered all possible FProperty types. There're some additions that has no direct FProperty mapping: EDcDataEntry::Nil - It's maps null in JSON, and it's also used to explicitly represent null object reference. EDcDataEntry::Ended - It's a phony type that is returned when there's no more data or reader/writer is in a invalid state. EDcDataEntry::Blob - It's an extension to allow direct memory read/write from given fields. EDcDataEntry::Extension - It's an extension that allows additional data formats. MsgPack reader/writer uses this to support its extension data types.","breadcrumbs":"Programming » Data Model » EDcDataEntry","id":"20","title":"EDcDataEntry"},"21":{"body":"FDcReader is the one and only way to read from DataConfig data model. For every enumerator in EDcDataEntry there's a member method on FDcReader to from it. Here we set up a simple struct trying out the reader methods: // DataConfigTests/Private/DcTestBlurb.h\nUSTRUCT()\nstruct FDcTestExampleSimple\n{ GENERATED_BODY() UPROPERTY() FString StrField; UPROPERTY() int IntField;\n}; // DataConfigTests/Private/DcTestBlurb.cpp\nFDcTestExampleSimple SimpleStruct;\nSimpleStruct.StrField = TEXT(\"Foo Str\");\nSimpleStruct.IntField = 253; Since we know exactly how the FDcTestExampleSimple looks like we can manually arrange the read calls: // DataConfigTests/Private/DcTestBlurb.cpp\nFDcPropertyReader Reader{FDcPropertyDatum(&SimpleStruct)}; DC_TRY(Reader.ReadStructRoot(&Struct)); // `FDcTestExampleSimple` Struct Root DC_TRY(Reader.ReadName(&FieldName)); // 'StrField' as FName DC_TRY(Reader.ReadString(&StrValue)); // \"Foo STr\" DC_TRY(Reader.ReadName(&FieldName)); // 'IntField' as FName DC_TRY(Reader.ReadInt32(&IntValue)); // 253 DC_TRY(Reader.ReadStructEnd(&Struct)); // `FDcTestExampleSimple` Struct Root In the example above FDcReader behave like a iterator as each ReadXXX() call emits value and move the internal cursor into the next slot. In case we're reading a unknown structure, we can use FReader::PeekRead() to peek what's coming next.","breadcrumbs":"Programming » Data Model » FDcReader","id":"21","title":"FDcReader"},"22":{"body":"FDcWriter is the counter part of writing into the data config model. To write into the example instance above: DC_TRY(Writer.WriteStructRoot(FDcStructStat{})); // `FDcTestExampleSimple` Struct Root DC_TRY(Writer.WriteName(TEXT(\"StrField\"))); // 'StrField' as FName DC_TRY(Writer.WriteString(TEXT(\"Alt Str\"))); // \"Foo STr\" DC_TRY(Writer.WriteName(TEXT(\"IntField\"))); // 'IntField' as FName DC_TRY(Writer.WriteInt32(233)); // 233 DC_TRY(Writer.WriteStructEnd(FDcStructStat{})); // `FDcTestExampleSimple` Struct Root There's also FDcWriter::PeekRead() to query whether it's possible to write given data type.","breadcrumbs":"Programming » Data Model » FDcWriter","id":"22","title":"FDcWriter"},"23":{"body":"DataConfig provide FDcReader and FDcWriter to access the property system. It can be considered as a friendly alternative to the property system API. This is also how we support JSON and MsgPack in an uniform API.","breadcrumbs":"Programming » Data Model » Sum Up","id":"23","title":"Sum Up"},"24":{"body":"Proper error handling is crucial to implement robust serialization as it needs to deal with unknown user input. DataConfig also provide diagnostic to help users quickly pin down common errors such as typos or missing colons in JSON. Here's an example: # DataConfig Error: Enum name not found in enum type: EDcTestExampleEnum, Actual: 'Far'\n- [JsonReader] --> <in-memory>4:25 2 | { 3 | \"StrField\" : \"Lorem ipsum dolor sit amet\", 4 | \"EnumField\" : \"Far\", | ^ 5 | \"Colors\" : [ 6 | \"#FF0000FF\", \"#00FF00FF\", \"#0000FFFF\"\n- [PropertyWriter] Writing property: (FDcTestExampleStruct)$root.(EEDcTestExampleEnum)EnumField Internally DataConfig applies a consistent error handling strategy across all API. User code is expected to follow along.","breadcrumbs":"Programming » Error Handling » Error Handling","id":"24","title":"Error Handling"},"25":{"body":"The gist is that if a method can fail, it should return a FDcResult . It's a simple struct: // DataConfigCore/Public/DataConfig/DcTypes.h\nstruct DATACONFIGCORE_API DC_NODISCARD FDcResult\n{ enum class EStatus : uint8 { Ok, Error }; EStatus Status; FORCEINLINE bool Ok() const { return Status == EStatus::Ok; }\n}; // See FDcReader's methods as example\n// DataConfigCore/Public/DataConfig/Reader/DcReader.h\nstruct DATACONFIGCORE_API FDcReader\n{ //... virtual FDcResult ReadBool(bool* OutPtr); virtual FDcResult ReadName(FName* OutPtr); virtual FDcResult ReadString(FString* OutPtr); virtual FDcResult ReadText(FText* OutPtr); virtual FDcResult ReadEnum(FDcEnumData* OutPtr); //...\n}; Then use DC_TRY to call these kinds of functions. The macro itself does early return when result is not Ok: // DataConfigCore/Public/DataConfig/DcTypes.h\n#define DC_TRY(expr) \\ do { \\ ::FDcResult Ret = (expr); \\ if (!Ret.Ok()) { \\ return Ret; \\ } \\ } while (0) // Example of calling methods returning `FDcResult`\n// DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcDeserializeColor.cpp\ntemplate<>\nFDcResult TemplatedWriteColorDispatch<EDcColorDeserializeMethod::WriterAPI>(const FColor& Color, FDcDeserializeContext& Ctx)\n{ DC_TRY(Ctx.Writer->WriteStructRoot(FDcStructStat{ TEXT(\"Color\"), FDcStructStat::WriteCheckName })); DC_TRY(Ctx.Writer->WriteName(TEXT(\"B\"))); DC_TRY(Ctx.Writer->WriteUInt8(Color.B)); DC_TRY(Ctx.Writer->WriteName(TEXT(\"G\"))); DC_TRY(Ctx.Writer->WriteUInt8(Color.G)); DC_TRY(Ctx.Writer->WriteName(TEXT(\"R\"))); DC_TRY(Ctx.Writer->WriteUInt8(Color.R)); DC_TRY(Ctx.Writer->WriteName(TEXT(\"A\"))); DC_TRY(Ctx.Writer->WriteUInt8(Color.A)); DC_TRY(Ctx.Writer->WriteStructEnd(FDcStructStat{ TEXT(\"Color\"), FDcStructStat::WriteCheckName })); return DcOk();\n} This pattern is similar to Outcome and std::expected except we give up using the return value. Return values should be passed through reference or pointers in function arguments.","breadcrumbs":"Programming » Error Handling » Returning FDcResult","id":"25","title":"Returning FDcResult"},"26":{"body":"When implementing a method that returns FDcResult you have 2 options: Return DcOk() on succeed. Return DC_FAIL(<Catetory>, <ErrId>) on error. Examples: // DataConfigTests/Private/DcTestBlurb.cpp\nFDcResult Succeed() { // succeed return DcOk();\n} FDcResult Fail() { // fail ! return DC_FAIL(DcDCommon, Unexpected1) << \"My Custom Message\";\n} In the examples above DcDCommon and Unexpected1 are called error category and error id respectively. DcDCommon is a built-in error category: // DataConfigCore/Public/DataConfig/Diagnostic/DcDiagnosticCommon.h\nnamespace DcDCommon\n{\nstatic const uint16 Category = 0x1; enum Type : uint16\n{ //... Unexpected1,\n}; } // namespace DcDCommon // DataConfigCore/Private/DataConfig/Diagnostic/DcDiagnosticCommon.cpp\nnamespace DcDCommon\n{\nstatic FDcDiagnosticDetail _CommonDetails[] = { // ... { Unexpected1, TEXT(\"Unexpected: '{0}'\") },\n}; Note that we can pipe argument into the diagnostic. The diagnostic reported by invoking Fail() would be like: * # DataConfig Error: Unexpected: 'My Custom Message'","breadcrumbs":"Programming » Error Handling » Diagnostics","id":"26","title":"Diagnostics"},"27":{"body":"DataConfig uses FDcResult, DC_TRY, DC_FAIL for error handling. It's lightweight and relatively easy to grasp. There's still some limitations though: FDcResult occupied the return position making passing value to parent a bit cumbersome. For now we always stop as the first error. There's no plan to support error recovery. Some closing notes: Reported diagnostics get queued. You'll need to call FDcEnv::FlushDiags() to flush them to consumers. See DcDiagnosticExtra.h/cpp for how to register user category. See DcEditorExtraModule.cpp - FDcMessageLogDiagnosticConsumer for custom diagnostic handler and formatting.","breadcrumbs":"Programming » Error Handling » Conclusion","id":"27","title":"Conclusion"},"28":{"body":"DataConfig put most global state into a stack of FDcEnv: // DataConfigCore/Public/DataConfig/DcEnv.h\nstruct DATACONFIGCORE_API FDcEnv\n{ TArray<FDcDiagnostic> Diagnostics; TSharedPtr<IDcDiagnosticConsumer> DiagConsumer; TArray<FDcReader*> ReaderStack; TArray<FDcWriter*> WriterStack; bool bExpectFail = false; // mute debug break FDcDiagnostic& Diag(FDcErrorCode InErr); void FlushDiags(); FORCEINLINE FDcDiagnostic& GetLastDiag() { checkf(Diagnostics.Num(), TEXT(\"<empty diagnostics>\")); return Diagnostics.Last(); } ~FDcEnv();\n}; DataConfig needs explicit initializatioon before use. This is done through manually DcStartUp(). There's also a paired DcShutdown() that should be called when DataConfig isn't used anymore. Here's an example: // DataConfigEditorExtra/Private/DcEditorExtraModule.cpp\nvoid FDcEditorExtraModule::StartupModule()\n{ UE_LOG(LogDataConfigCore, Log, TEXT(\"DcEditorExtraModule module starting up\")); DcRegisterDiagnosticGroup(&DcDExtra::Details); DcRegisterDiagnosticGroup(&DcDEditorExtra::Details); DcStartUp(EDcInitializeAction::Minimal); //...\n} void FDcEditorExtraModule::ShutdownModule()\n{ DcShutDown(); //...\n} The active FDcEnv is accessed by calling global function DcEnv(). Inside the Env: Diagnostics: all diagnostics are flushed into env. DiagConsumer: diagnostic handler, format and print diagnostic to log or MessageLog or even on screen. ReaderStack/WriterStack: used to pass along reader/writer down the callstack. See FScopedStackedReader uses for example. ... and everything else. You can use DcPushEnv() to create new env then destroy it calling DcPopEnv(). At this moment it's mostly used to handle reentrant during serialization. See FDcScopedEnv uses for examples.","breadcrumbs":"Programming » Env » Env","id":"28","title":"Env"},"29":{"body":"FDcReader/FDcWriter defines the set of API for accessing DataConfig data model. Here's a check list for implementing a reader/writer: Implement GetID()/ClassID() for RTTI. Implement PeekRead()/PeekWriter() and selected set of ReadXXX()/WriteXXX(). Implement FormatDiagnostic() for error reporting. You should look at builtin implementation for references. Here's some general rules and caveats: PeekRead()/PeekWrite() should act like it's side-effect free. This means that it's OK to call PeekRead()/PeekWrite() multiple times. In comparison access methods like ReadBool()/WriteBool() consume the data and alternate internal state. Note that under the hood it might do anything. Both returns FDcResult so the peek can fail. The reason behind this is that calling PeekRead()/PeekWrite() is totally optional. In FDcJsonReader::PeekRead() we do parsing and cache the parsed result to follow this convention. CastByID() does not respect inheritance hierarchy. We have this very minimal RTTI implemetantion that only allow casting to the exact type. Implement a subset of the data model. The API is designed in a way that it covers the whole Property System. It's also a super set that can express common formats like JSON/MsgPack. For example JSON don't have struct, class or set. It's actually the job of Serializer/Deserializer to convert between these subsets to the property system.","breadcrumbs":"Programming » Reader Writer » Reader/Writer","id":"29","title":"Reader/Writer"},"3":{"body":"Here're some short and quick examples showcasing DataConfig API usage and features. All code shown here can be found in the repo .","breadcrumbs":"Examples » Examples","id":"3","title":"Examples"},"30":{"body":"We have 3 major pairs of reader/writers: FDcPropertyReader/FDcPropertyWriter - Accesing Unreal Engin property system. FDcJsonReader/FDcJsonWriter - JSON support. FDcMsgPackReader/FDcMsgPackWriter - MsgPack support. These are all talked about in details in the formats section . We'll go through other builtin Reader/Writers below.","breadcrumbs":"Programming » Reader Writer » Builtin Reader/Writer","id":"30","title":"Builtin Reader/Writer"},"31":{"body":"FDcPipeVisitor takes a FDcReader and a FDcWriter then start peek-read-write loop until it peeks EDcDataEntry::Ended from reader or an error happens Then there's FDcPrettyPrintWriter that dumps everything that got write to it as string. Combining these two we get a way to dump arbitrary FDcReader into a string!. This is how built-in debug dump features are implemented: // DataConfigCore/Private/DataConfig/Automation/DcAutomationUtils.cpp\nvoid DumpToOutputDevice(...)\n{ //... FDcPropertyReader PropReader(Datum); FDcPrettyPrintWriter PrettyWriter(Output); FDcPipeVisitor PrettyPrintVisit(&PropReader, &PrettyWriter); if (!PrettyPrintVisit.PipeVisit().Ok()) ScopedEnv.Get().FlushDiags(); //...\n} FDcPipeVisitor is a handy utility that we use it extensively through the code base for various cases. Try FDcPipeVisitor when you got a reader/writer pair. There's also FNoopWriter takes every write and do nothing with it.","breadcrumbs":"Programming » Reader Writer » FDcPipeVisitor and FDcPrettyPrintWriter","id":"31","title":"FDcPipeVisitor and FDcPrettyPrintWriter"},"32":{"body":"Reader/Writers can also be composited and nested: FDcWeakCompositeWriter is a writer that multiplex into a list of writers. You can combine an arbitrary writer with a FPrettyPrintWriter then get a tracing writer. FDcPutbackReader/FPutbackWriter: Reader/writers don't support lookahead. It can only peek next item's type but not value. This class is used to support limited lookahead by putting back read value. We'll see it being used in implementing custom deserializer handlers.","breadcrumbs":"Programming » Reader Writer » Composition","id":"32","title":"Composition"},"33":{"body":"Implement new FDcReader/FDcWriter when you want to support a new file format. You can also write utility reader/writer that composite existing ones.","breadcrumbs":"Programming » Reader Writer » Conclusion","id":"33","title":"Conclusion"},"34":{"body":"Serializer/Deserializer are built on top of the data model to convert between external format and Unreal Engine property system.","breadcrumbs":"Programming » Serializer Deserializer » Serializer/Deserializer","id":"34","title":"Serializer/Deserializer"},"35":{"body":"A company class to the deserializer is FDcDeserializeContext: // DataConfigCore/Public/DataConfig/Deserialize/DcDeserializeTypes.h\nstruct DATACONFIGCORE_API FDcDeserializeContext\n{ //... FDcDeserializer* Deserializer; FDcReader* Reader; FDcPropertyWriter* Writer; //...\n}; Note how it takes an FDcReader and a FPropertyWriter - we're deserializing arbitrary format into the property system. The mirrored version for serializer is FDcSerializeContext. // DataConfigCore/Public/DataConfig/Serialize/DcSerializeTypes.h\nstruct DATACONFIGCORE_API FDcSerializeContext\n{ //... FDcSerializer* Serializer = nullptr; FDcPropertyReader* Reader = nullptr; FDcWriter* Writer = nullptr; //...\n}; Note how it takes an FDcWriter and a FDcPropertyReader - we're serializing data from the property system to arbitrary format. Since serializer and deserializer have extremely similar APIs, we're showing examples using deserializer below from here.","breadcrumbs":"Programming » Serializer Deserializer » Context","id":"35","title":"Context"},"36":{"body":"Say that we're deserializing a JSON object into a USTRUCT instance. The FDcJsonReader implements ReadMapRoot()/ReadMapEnd() but doesn't have ReadStructRoot()/ReadStructEnd(). To make the conversion we basically want to map ReadMap() and calls into WriteStruct() calls. This is where handlers come into play: // DataConfigCore/Public/DataConfig/SerDe/DcDeserializeCommon.inl\nFDcResult DcHandlerDeserializeMapToStruct(FDcDeserializeContext& Ctx)\n{ FDcStructAccess Access; DC_TRY(Ctx.Reader->ReadMapRoot()); DC_TRY(Ctx.Writer->WriteStructRootAccess(Access)); EDcDataEntry CurPeek; while (true) { DC_TRY(Ctx.Reader->PeekRead(&CurPeek)); if (CurPeek == EDcDataEntry::MapEnd) break; FName FieldName; DC_TRY(Ctx.Reader->ReadName(&FieldName)); DC_TRY(Ctx.Writer->WriteName(FieldName)); DC_TRY(DcDeserializeUtils::RecursiveDeserialize(Ctx)); } DC_TRY(Ctx.Reader->ReadMapEnd()); DC_TRY(Ctx.Writer->WriteStructEnd()); return DcOk();\n} // DataConfigCore/Private/DataConfig/Deserialize/Handlers/Json/DcJsonCommonDeserializers.cpp\nFDcResult HandlerStructRootDeserialize(FDcDeserializeContext& Ctx)\n{ return DcHandlerDeserializeMapToStruct(Ctx);\n} Note that Ctx.Reader is a FDcReader that can be any derived class, while Ctx.Writer is always a FDcPropertyWriter. Deserialize handlers have an uniform signature: using FDcDeserializeDelegateSignature = FDcResult(*)(FDcDeserializeContext& Ctx);","breadcrumbs":"Programming » Serializer Deserializer » Handlers","id":"36","title":"Handlers"},"37":{"body":"Note how deserialize handler above doesn't specify when it should be invoked. These info are described in FDcDeserializer: // DataConfigCore/Public/DataConfig/Deserialize/DcDeserializer.h\nstruct DATACONFIGCORE_API FDcDeserializer : public FNoncopyable\n{ //... FDcResult Deserialize(FDcDeserializeContext& Ctx); void AddDirectHandler(FFieldClass* PropertyClass, FDcDeserializeDelegate&& Delegate); void AddDirectHandler(UClass* PropertyClass, FDcDeserializeDelegate&& Delegate); void AddPredicatedHandler(FDcDeserializePredicate&& Predicate, FDcDeserializeDelegate&& Delegate); //...\n}; Comparing to FDcDeserializeContext, which describes data needed for a single run, FDcDeserializer contains info on what handlers to execute. Deserializer can also be reused across multiple runs. We use \"direct handlers\" to cover common cases: // DataConfigCore/Private/DataConfig/Deserialize/DcDeserializerSetup.cpp\nDeserializer.AddDirectHandler(FArrayProperty::StaticClass(), FDcDeserializeDelegate::CreateStatic(HandlerArrayDeserialize));\nDeserializer.AddDirectHandler(FSetProperty::StaticClass(), FDcDeserializeDelegate::CreateStatic(HandlerSetDeserialize));\nDeserializer.AddDirectHandler(FMapProperty::StaticClass(), FDcDeserializeDelegate::CreateStatic(HandlerMapDeserialize)); These basically says that \"when running into array, set, map properties, use these provided handlers\". Then we have \"predicated handler\" that get tested very early. This is how we allow custom conversion logic setup for very specific class: // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcSerDeColor.cpp\nEDcDeserializePredicateResult PredicateIsColorStruct(FDcDeserializeContext& Ctx)\n{ UScriptStruct* Struct = DcPropertyUtils::TryGetStructClass(Ctx.TopProperty()); return Struct && Struct == TBaseStructure<FColor>::Get() ? EDcDeserializePredicateResult::Process : EDcDeserializePredicateResult::Pass;\n} // ...\nCtx.Deserializer->AddPredicatedHandler( FDcDeserializePredicate::CreateStatic(PredicateIsColorStruct), FDcDeserializeDelegate::CreateStatic(HandlerColorDeserialize)\n); By convention the current deserializing property can be retrieved with Ctx.TopProperty(). Here we simply test if it's a UScriptStruct that's equal to FColor::StaticClass(). If that's the case execute the provided handler.","breadcrumbs":"Programming » Serializer Deserializer » Deserializer Setup","id":"37","title":"Deserializer Setup"},"38":{"body":"Serializer/Deserializer are built on top of Reader/Writer, to convert between Unreal Engine property system and external data formats. FDcSerializeContext/FDcDeserializeContext contains data. FDcSerializer/FDcDeserializer contains setup. Implement FDcDeserializeDelegate/FDcSerializeDelegate and FDcDeserializePredicate/FDcSerializePredicate pair for custom conversion logic.","breadcrumbs":"Programming » Serializer Deserializer » Sum Up","id":"38","title":"Sum Up"},"39":{"body":"This section contains documentation for supported formats.","breadcrumbs":"Formats » Formats","id":"39","title":"Formats"},"4":{"body":"DcTestBlurb.cpp Given the structFDcTestExampleStruct: // DataConfigTests/Private/DcTestBlurb.h\nUENUM()\nenum class EDcTestExampleEnum\n{ Foo, Bar, Baz\n}; USTRUCT()\nstruct FDcTestExampleStruct\n{ GENERATED_BODY() UPROPERTY() FString StrField; UPROPERTY() EDcTestExampleEnum EnumField; UPROPERTY() TArray<FColor> Colors;\n}; We can deserialize an instance from JSON with the snippet below: // DataConfigTests/Private/DcTestBlurb.cpp\nFString Str = TEXT(R\"( { \"StrField\" : \"Lorem ipsum dolor sit amet\", \"EnumField\" : \"Bar\", \"Colors\" : [ \"#FF0000FF\", \"#00FF00FF\", \"#0000FFFF\" ] }\n)\"); FDcTestExampleStruct Dest; // create and setup a deserializer\nFDcDeserializer Deserializer;\nDcSetupJsonDeserializeHandlers(Deserializer);\nDeserializer.AddPredicatedHandler( FDcDeserializePredicate::CreateStatic(DcExtra::PredicateIsColorStruct), FDcDeserializeDelegate::CreateStatic(DcExtra::HandlerColorDeserialize)\n); // prepare context for this run\nFDcPropertyDatum Datum(&Dest);\nFDcJsonReader Reader(Str);\nFDcPropertyWriter Writer(Datum); FDcDeserializeContext Ctx;\nCtx.Reader = &Reader;\nCtx.Writer = &Writer;\nCtx.Deserializer = &Deserializer;\nDC_TRY(Ctx.Prepare()); // kick off deserialization\nDC_TRY(Deserializer.Deserialize(Ctx)); // validate results\ncheck(Dest.StrField == TEXT(\"Lorem ipsum dolor sit amet\"));\ncheck(Dest.EnumField == EDcTestExampleEnum::Bar);\ncheck(Dest.Colors[0] == FColor::Red);\ncheck(Dest.Colors[1] == FColor::Green);\ncheck(Dest.Colors[2] == FColor::Blue); Note that EDcTestExampleEnum is deserialized by its name and FColor is deserialized from a html color string like #RRGGBBAA. Say if we accidentally mistyped the EnumField value: { \"StrField\" : \"Lorem ipsum dolor sit amet\", \"EnumField\" : \"Far\",\n} It would fail gracefully with diagnostics: # DataConfig Error: Enum name not found in enum type: EDcTestExampleEnum, Actual: 'Far'\n- [JsonReader] --> <in-memory>4:25 2 | { 3 | \"StrField\" : \"Lorem ipsum dolor sit amet\", 4 | \"EnumField\" : \"Far\", | ^ 5 | \"Colors\" : [ 6 | \"#FF0000FF\", \"#00FF00FF\", \"#0000FFFF\"\n- [PropertyWriter] Writing property: (FDcTestExampleStruct)$root.(EEDcTestExampleEnum)EnumField As bonus we serialize the struct into MsgPack: FDcSerializer Serializer;\nDcSetupMsgPackSerializeHandlers(Serializer); FDcPropertyDatum Datum(&Dest);\nFDcPropertyReader Reader(Datum);\nFDcMsgPackWriter Writer; // prepare serialize context\nFDcSerializeContext Ctx;\nCtx.Reader = &Reader;\nCtx.Writer = &Writer;\nCtx.Serializer = &Serializer;\nDC_TRY(Ctx.Prepare()); // kick off serialization\nDC_TRY(Serializer.Serialize(Ctx)); auto& Buffer = Writer.GetMainBuffer();\n// starts withMsgPack FIXMAP(3) header\ncheck(Buffer[0] == 0x83);","breadcrumbs":"Examples » JSON Deserialization","id":"4","title":"JSON Deserialization"},"40":{"body":"JSON is likely the most popular data interchange format. Unreal Engine already supports it with JsonUtilities and some related modules. We provide an alternative implementation along with DataConfig.","breadcrumbs":"Formats » JSON » JSON","id":"40","title":"JSON"},"41":{"body":"FDcJsonReader is the DataConfig JSON reader: // DataConfigTests/Private/DcTestBlurb.cpp\nFString Str = TEXT(R\"( { \"Str\": \"Fooo\", \"Number\": 1.875, \"Bool\": true } )\"); FDcJsonReader Reader(Str); // calling read methods\nFString KeyStr;\nFString GotStr;\ndouble GotNumber;\nbool GotBool; DC_TRY(Reader.ReadMapRoot()); DC_TRY(Reader.ReadString(&KeyStr)); DC_TRY(Reader.ReadString(&GotStr)); DC_TRY(Reader.ReadString(&KeyStr)); DC_TRY(Reader.ReadDouble(&GotNumber)); DC_TRY(Reader.ReadString(&KeyStr)); DC_TRY(Reader.ReadBool(&GotBool)); DC_TRY(Reader.ReadMapEnd()); // validate results\ncheck(GotStr == TEXT(\"Fooo\"));\ncheck(GotNumber == 1.875);\ncheck(GotBool == true); In the example above we deserialized a JSON object from string. The first and last calls are ReadMapRoot and ReadMapEnd, which are also used to read Unreal's TMap properties. The difference is that UE's TMap is strictly typed while JSON object values can have arbitrary type. This means that if you use FDcPipeVisitor to pipe a FDcJsonReader into a FDcPropertyWriter it won't work. Remember that DataConfig data model is designed to support conversion between subsets within the data model. As long as you can use FDcReader/FDcWriter API to describe the format you want to serialize you're good to go. Mapping and conversion between these different shapes of reader/writers are handled by deserializers . Some additional caveats: Similar to stock TJsonReader, we provide TDcJsonReader with 2 specializations: Usually you just use FDcJsonReader that reads from FString, TCHAR*. Under the hood there're FDcAnsiJsonReader that reads ANSICHAR string and FDcWideJsonReader that reads WIDECHAR string. We support a relaxed superset of JSON: Allow C Style comments, i.e /* block */ and // line . Allow trailing comma, i.e [1,2,3,], . Allow non object root. You can put a list as the root, or even string, numbers. Number parsing are delegated to Unreal's built-ins to reduce dependencies. We might change this in the future. Parse numbers: TCString::Atof/Strtoi/Strtoi64","breadcrumbs":"Formats » JSON » JSON Reader","id":"41","title":"JSON Reader"},"42":{"body":"FDcJsonWriter is the DataConfig JSON writer: // DataConfigTests/Private/DcTestBlurb.cpp\nFDcJsonWriter Writer; DC_TRY(Writer.WriteMapRoot()); DC_TRY(Writer.WriteString(TEXT(\"Str\"))); DC_TRY(Writer.WriteString(TEXT(\"Fooo\"))); DC_TRY(Writer.WriteString(TEXT(\"Number\"))); DC_TRY(Writer.WriteFloat(1.875f)); DC_TRY(Writer.WriteString(TEXT(\"Bool\"))); DC_TRY(Writer.WriteBool(true)); DC_TRY(Writer.WriteMapEnd());\nWriter.Sb.Append(TCHAR('\\n')); FString Str = TEXT(R\"( { \"Str\" : \"Fooo\", \"Number\" : 1.875, \"Bool\" : true }\n)\"); // validate results\ncheck(DcReindentStringLiteral(Str) == Writer.Sb.ToString());\nreturn DcOk(); Similar to stock TJsonWriter, we provide TDcJsonWriter with 2 specializations: Usually you just use FDcJsonWriter that writes FString, TCHAR*. Under the hood there're FDcAnsiJsonWriter that writes ANSICHAR string and FDcWideJsonWriter that writes WIDECHAR string. It takes a Config object that specify formatting settings like indentation size and new lines. FDcPrettyJsonWriter is a type alias that formats indented JSON. FDcCondensedJsonWriter is a type alias that format single line, condensed output. FDcJsonWriter owns the output string buffer, in FDcJsonWriter::Sb. By writing to a single writer and appending a new line after each serialization, we can output NDJSON . Our JSON reader is also flexible enough to directly load NDJSON. See corpus benchmark .","breadcrumbs":"Formats » JSON » JSON Writer","id":"42","title":"JSON Writer"},"43":{"body":"DataConfig bundles a set of JSON serialize and deserialize handlers, which are all roundtrip-able: // DataConfigTests/Private/DcTestBlurb.cpp\n#include \"DataConfig/Deserialize/DcDeserializerSetup.h\" // ...\n// create and setup a deserializer\nFDcDeserializer Deserializer;\nDcSetupJsonDeserializeHandlers(Deserializer); // create and setup a serializer\nFDcSerializer Serializer;\nDcSetupJsonSerializeHandlers(Serializer);","breadcrumbs":"Formats » JSON » JSON Serialize/Deserialize","id":"43","title":"JSON Serialize/Deserialize"},"44":{"body":"JSON types get mapped into DataConfig data model in a very unsurprising way. JSON Type DcDataEntry Boolean Bool Null Nil String String, Name, Text, Enum Number (All numerics) Array Array, Set Object Class, Struct, Map Here's an example: // DataConfigTests/Private/DcTestDeserialize.cpp\nFString Str = TEXT(R\"( { \"BoolField\" : true, \"NameField\" : \"AName\", \"StringField\" : \"AStr\", \"TextField\" : \"AText\", \"EnumField\" : \"Tard\", \"FloatField\" : 17.5, \"DoubleField\" : 19.375, \"Int8Field\" : -43, \"Int16Field\" : -2243, \"Int32Field\" : -23415, \"Int64Field\" : -1524523, \"UInt8Field\" : 213, \"UInt16Field\" : 2243, \"UInt32Field\" : 23415, \"UInt64Field\" : 1524523, }\n)\"); // deserialized equivelent FDcTestStruct1 Expect;\nExpect.BoolField = true;\nExpect.NameField = TEXT(\"AName\");\nExpect.StringField = TEXT(\"AStr\");\nExpect.TextField = FText::FromString(TEXT(\"AText\"));\nExpect.EnumField = EDcTestEnum1::Tard; Expect.FloatField = 17.5f;\nExpect.DoubleField = 19.375; Expect.Int8Field = -43;\nExpect.Int16Field = -2243;\nExpect.Int32Field = -23415;\nExpect.Int64Field = -1524523; Expect.UInt8Field = 213;\nExpect.UInt16Field = 2243,\nExpect.UInt32Field = 23415;\nExpect.UInt64Field = 1524523;","breadcrumbs":"Formats » JSON » Schema","id":"44","title":"Schema"},"45":{"body":"JSON only allow string as object/mapping keys, while in UE TMap<> can use any type. When doing serialization TMap<FString/FName/FText,(TValue)> types would be directly converted to a JSON object: // DataConfigTests/Public/DcTestDeserialize.h\nUSTRUCT()\nstruct FDcTestStruct3\n{ // ... UPROPERTY() TMap<FString, FString> StringMap;\n}; // DataConfigTests/Public/DcTestDeserialize.cpp\n{ // ... \"StringMap\" : { \"One\": \"1\", \"Two\": \"2\", \"Three\": \"3\", },\n} For other key types it would be serialized as an array of objects: // DataConfigTests/Public/DcTestSerDe.h\nUSTRUCT()\nstruct FDcTestStructMaps\n{ // ... UPROPERTY() TMap<FColor, FString> ColorKeyMap; UPROPERTY() TMap<EDcTestEnumFlag, FString> EnumFlagsMap;\n}; // DataConfigTests/Public/DcTestDeserialize.cpp\n{ \"ColorKeyMap\" : { \"#FF0000FF\" : \"Red\", \"#00FF00FF\" : \"Green\", \"#0000FFFF\" : \"Blue\" }, \"EnumFlagsMap\" : [ { \"$key\" : [], \"$value\" : \"None\" }, { \"$key\" : [ \"One\", \"Three\" ], \"$value\" : \"One | Three\" }, { \"$key\" : [ \"Five\" ], \"$value\" : \"Five\" } ]\n}","breadcrumbs":"Formats » JSON » Map","id":"45","title":"Map"},"46":{"body":"UENUM that get marked with Bitflags meta are deserialized from a list of strings: // DataConfigTests/Public/DcTestDeserialize.h\nUENUM(meta = (Bitflags))\nenum class EDcTestEnumFlag :uint32\n{ None = 0, One = (1 << 0), Two = (1 << 1), //...\n};\nENUM_CLASS_FLAGS(EDcTestEnumFlag); // DataConfigTests/Private/DcTestDeserialize.cpp\nFString Str = TEXT(R\"( { \"EnumFlagField1\" : [], \"EnumFlagField2\" : [\"One\", \"Three\", \"Five\"], }\n)\"); // deserialized equivelent\nFDcTestStructEnumFlag1 Expect;\nExpect.EnumFlagField1 = EDcTestEnumFlag::None;\nExpect.EnumFlagField2 = EDcTestEnumFlag::One | EDcTestEnumFlag::Three | EDcTestEnumFlag::Five;","breadcrumbs":"Formats » JSON » Enum Flags","id":"46","title":"Enum Flags"},"47":{"body":"By default we treat UOBJECT marked with DefaultToInstanced, EditInlineNew and UPROPERTY marked with Instanced as sub object. In this case we'll actually instantiate new object during deserialization, using Ctx.TopObject() as parent: // DataConfigTests/Public/DcTestProperty.h\nUCLASS(BlueprintType, EditInlineNew, DefaultToInstanced)\nclass UDcBaseShape : public UObject\n{ //... UPROPERTY() FName ShapeName;\n}; UCLASS()\nclass UDcShapeBox : public UDcBaseShape\n{ //... UPROPERTY() float Height; UPROPERTY() float Width;\n}; UCLASS()\nclass UDcShapeSquare : public UDcBaseShape\n{ //... UPROPERTY() float Radius;\n}; // DataConfigTests/Public/DcTestDeserialize.h\nUSTRUCT()\nstruct FDcTestStructShapeContainer1\n{ GENERATED_BODY() UPROPERTY() UDcBaseShape* ShapeField1; UPROPERTY() UDcBaseShape* ShapeField2; UPROPERTY() UDcBaseShape* ShapeField3;\n}USTRUCT()\nstruct FDcEditorExtraTestObjectRefs1\n{ GENERATED_BODY() UPROPERTY() UObject* ObjField1; UPROPERTY() UObject* ObjField2; UPROPERTY() UObject* ObjField3; UPROPERTY() UObject* ObjField4;\n}; // DataConfigTests/Private/DcTestDeserialize.cpp\nFString Str = TEXT(R\"( { \"ShapeField1\" : { \"$type\" : \"DcShapeBox\", \"ShapeName\" : \"Box1\", \"Height\" : 17.5, \"Width\" : 1.9375 }, \"ShapeField2\" : { \"$type\" : \"DcShapeSquare\", \"ShapeName\" : \"Square1\", \"Radius\" : 1.75, }, \"ShapeField3\" : null }\n)\"); // deserialized equivelent\nUDcShapeBox* Shape1 = NewObject<UDcShapeBox>();\nShape1->ShapeName = TEXT(\"Box1\");\nShape1->Height = 17.5;\nShape1->Width = 1.9375;\nExpect.ShapeField1 = Shape1; UDcShapeSquare* Shape2 = NewObject<UDcShapeSquare>();\nShape2->ShapeName = TEXT(\"Square1\");\nShape2->Radius = 1.75;\nExpect.ShapeField2 = Shape2; Expect.ShapeField3 = nullptr; Note that criteria for sub object selection can be easily overridden with a new deserialize predicate or alternative FDcPropertyConfig when constructing the reader. Also see AnyStruct , InlineStruct and InstancedStruct for lighter weight alternatives.","breadcrumbs":"Formats » JSON » Sub Objects","id":"47","title":"Sub Objects"},"48":{"body":"We support multiple ways of referencing a UObject in memory or serialized on disk: // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Tests/DcTestDeserializeEditor.h\nUSTRUCT()\nstruct FDcEditorExtraTestObjectRefs1\n{ GENERATED_BODY() UPROPERTY() UObject* ObjField1; UPROPERTY() UObject* ObjField2; UPROPERTY() UObject* ObjField3; UPROPERTY() UObject* ObjField4;\n}; // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Tests/DcTestDeserializeEditor.cpp\nFString Str = TEXT(R\"( { \"ObjField1\" : \"DcEditorExtraNativeDataAsset'/DataConfig/DcFixture/DcTestNativeDataAssetAlpha.DcTestNativeDataAssetAlpha'\", \"ObjField2\" : \"/DataConfig/DcFixture/DcTestNativeDataAssetAlpha\", \"ObjField3\" : { \"$type\" : \"DcEditorExtraNativeDataAsset\", \"$path\" : \"/DataConfig/DcFixture/DcTestNativeDataAssetAlpha\" }, \"ObjField4\" : null, }\n)\"); // deserialized equivelent\nUDcEditorExtraNativeDataAsset* DataAsset = Cast<UDcEditorExtraNativeDataAsset>(StaticLoadObject( UDcEditorExtraNativeDataAsset::StaticClass(), nullptr, TEXT(\"/DataConfig/DcFixture/DcTestNativeDataAssetAlpha\"), nullptr\n)); Expect.ObjField1 = DataAsset;\nExpect.ObjField2 = DataAsset;\nExpect.ObjField3 = DataAsset;\nExpect.ObjField4 = nullptr; In the example above, ObjField1 uses the reference string that can be retrieved in editor context menu: Deserialize-CopyReference For ObjField2/ObjField3 relative path to the uasset is used, but without file name suffix. We also support class reference fields of TSubclassOf<>s: // DataConfigTests/Private/DcTestDeserialize.h\nUSTRUCT()\nstruct FDcTestStructSubClass1\n{ GENERATED_BODY() UPROPERTY() TSubclassOf<UStruct> StructSubClassField1; UPROPERTY() TSubclassOf<UStruct> StructSubClassField2; UPROPERTY() TSubclassOf<UStruct> StructSubClassField3;\n}; // DataConfigTests/Private/DcTestDeserialize.cpp\nFString Str = TEXT(R\"( { \"StructSubClassField1\" : null, \"StructSubClassField2\" : \"ScriptStruct\", \"StructSubClassField3\" : \"DynamicClass\", }\n)\"); // deserialized equivelent\nFDcTestStructSubClass1 Expect;\nExpect.StructSubClassField1 = nullptr;\nExpect.StructSubClassField2 = UScriptStruct::StaticClass();\nExpect.StructSubClassField3 = UDynamicClass::StaticClass(); Note that these do not support Blueprint classes. The direct reason is that Blueprint depends on Engine module and we'd like not to take dependency on in DataConfigCore. We do have an example that supports Blueprint classes, see DataConfigEditorExtra - DcDeserializeBPClass.h/cpp","breadcrumbs":"Formats » JSON » Object and Class Reference","id":"48","title":"Object and Class Reference"},"49":{"body":"DcSetupJsonSerializeHandlers()/DcSetupJsonDeserializeHandlers() accepts an enum to setup alternative handlers. For now StringSoftLazy branch would setup special FSoftObjectProperty/FLazyObjectProperty handlers that directly serialize these into string. Comparing to this the default setup would always resolve the indirect reference into memory, which maybe isn't always desirable. // DataConfigTests/Private/DcTestBlurb.cpp\nFDcTestStructRefs1 Source{};\nUObject* TestsObject = StaticFindObject(UObject::StaticClass(), nullptr, TEXT(\"/Script/DataConfigTests\")); Source.SoftField1 = TestsObject;\nSource.LazyField1 = TestsObject; FDcJsonWriter Writer;\nDC_TRY(DcAutomationUtils::SerializeInto(&Writer, FDcPropertyDatum(&Source),\n[](FDcSerializeContext& Ctx) { DcSetupJsonSerializeHandlers(*Ctx.Serializer, EDcJsonSerializeType::StringSoftLazy);\n}, DcAutomationUtils::EDefaultSetupType::SetupNothing)); // serialized result\n{ // ... \"SoftField1\" : \"/Script/DataConfigTests\", \"SoftField2\" : \"\", \"LazyField1\" : \"C851179E-45A51045-0006AE91-F9B16EC0\", \"LazyField2\" : \"00000000-00000000-00000000-00000000\"\n}","breadcrumbs":"Formats » JSON » Soft Lazy as String","id":"49","title":"Soft Lazy as String"},"5":{"body":"DataConfig support custom serialization and deserialization logic by implementing FDcSerializeDelegate/FDcDeserializeDelegate. In this example, we'd like to convert FColor into #RRGGBBAA and vice versa: DcSerdeColor.h DcSerdeColor.cpp // DataConfigExtra/Public/DataConfig/Extra/Deserialize/DcSerDeColor.h\nUSTRUCT()\nstruct FDcExtraTestStructWithColor1\n{ GENERATED_BODY() UPROPERTY() FColor ColorField1; UPROPERTY() FColor ColorField2;\n}; // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcSerDeColor.cpp\nFString Str = TEXT(R\"( { \"ColorField1\" : \"#0000FFFF\", \"ColorField2\" : \"#FF0000FF\", }\n)\"); First you'll need to implement a FDcDeserializePredicate delegate to pick out FColor properties: // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\nEDcDeserializePredicateResult PredicateIsColorStruct(FDcDeserializeContext& Ctx)\n{ return DcDeserializeUtils::PredicateIsUStruct<FColor>(Ctx);\n} Then we'll need to implement a FDcDeserializeDelegate to deserialize a FColor. Here we'll do it by writing through R/G/B/A fields by name with the FDcWriter API. // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcSerDeColor.cpp\nFDcResult HandlerColorDeserialize(FDcDeserializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Writer->WriteDataEntry(FStructProperty::StaticClass(), Datum)); FString ColorStr; DC_TRY(Ctx.Reader->ReadString(&ColorStr)); FColor Color = FColor::FromHex(ColorStr); FColor* ColorPtr = (FColor*)Datum.DataPtr; *ColorPtr = Color; return DcOk();\n} Note how we retrieve the hex string, then parse it with FColor::FromHex. Upon deserializing we'll need to register these pair of delegates to the FDcDeserializer. // DataConfigTests/Private/DcTestBlurb.cpp\nFDcDeserializer Deserializer;\nDcSetupJsonDeserializeHandlers(Deserializer);\nDeserializer.AddPredicatedHandler( FDcDeserializePredicate::CreateStatic(DcExtra::PredicateIsColorStruct), FDcDeserializeDelegate::CreateStatic(DcExtra::HandlerColorDeserialize)\n); And then it's done! It would work recursively on FColor everywhere, like in UCLASS/USTRUCT members, in TArray/TSet and in TMap as key or values. Note that DataConfig completely separate serialization and deserialization logic. To serialize FColor into #RRGGBBAA string one needs to implement a similar set of methods.","breadcrumbs":"Examples » Custom » Custom Serialization And Deserialization","id":"5","title":"Custom Serialization And Deserialization"},"50":{"body":"Here're some closing notes: For meta fields like $type it must be the first member, meaning object fields are order dependent. This means that the JSON we're supporting is a super set of standard JSON spec (again). Bundled serializers and deserializers are designed to be roundtrip-able. For example in test DataConfig.Core.RoundTrip.JsonRoundtrip1_Default: Serialize UDcTestRoundtrip1 instance Source into JSON. Then deserialize JSON above into instance Dest. Deep-compare Source and Dest. If they're equal them we say it's a roundtrip. Note that we carefully picked float and doubles in the test case, as it's tricky to support floating point roundtrip. We might consider supporting this with alternative float parse and format routines. There're many data types that can not be deserialized from JSON, for example Delegate/WeakObjectReference. Remember that you always have the option to override or selectively enable handlers to support additional properties that make sense in your context. See DcSetupJsonDeserializeHandlers() body on how handlers are registered. You can skip this method and select the ones you want and provide additional handlers. The JSON handlers are designed to NOT read anything during the deserialization. This is crucial since USTRUCT can contain uninitialized fields. For example: // DataConfigTests/Private/DcTestBlurb.cpp\nFString Str = TEXT(R\"( { // pass } )\");\nFDcJsonReader Reader(Str); FDcTestExampleSimple Dest;\nFDcPropertyDatum DestDatum(&Dest); DC_TRY(DcAutomationUtils::DeserializeJsonInto(&Reader, DestDatum)); check(Dest.StrField.IsEmpty());\n// but Dest.IntField contains uninitialized value\nDcAutomationUtils::DumpToLog(DestDatum); // dump results\n<StructRoot> 'DcTestExampleSimple'\n|---<Name> 'StrField'\n|---<String> ''\n|---<Name> 'IntField'\n|---<Int32> '1689777552' // <- arbitrary value\n<StructEnd> 'DcTestExampleSimple' This would cause trouble when you try read a pointer field during deserialization. Remember that primitive fields might be uninitialized during deserialization when implementing your own handlers. One interesting trait of the pull/push styled API is that FDcJsonReader does not preemptively parse number into double and convert it to int/float later on. When reading a number token it would do the number parsing at call site. If ReadIntX() is called then the number is parsed as integer. If ReadFloat()/ReadDouble() is called the token will be parsed as floating point.","breadcrumbs":"Formats » JSON » Caveats","id":"50","title":"Caveats"},"51":{"body":"MsgPack is an popular binary serialization format. It can be considered as a binary superset of JSON. Unreal Engine already supports Cbor module which is a format which is very similar to MsgPack. We choose to implement MsgPack as we're more familiar with it and also providing an alternative.","breadcrumbs":"Formats » MsgPack » MsgPack","id":"51","title":"MsgPack"},"52":{"body":"For the most part MsgPack reader/writer works just like their JSON counterpart . There're just a few additional data types that belongs to this:","breadcrumbs":"Formats » MsgPack » MsgPack Reader/Writer","id":"52","title":"MsgPack Reader/Writer"},"53":{"body":"MsgPack directly supports bin format family which directly maps to EDcDataEntry::Blob: // DataConfigTests/Private/DcTestBlurb.cpp\nDC_TRY(Writer.WriteBlob({Bytes, 0}));\nTArray<uint8> Arr = {1,2,3,4,5}; FDcMsgPackWriter Writer;\nDC_TRY(Writer.WriteBlob(FDcBlobViewData::From(Arr)));\nauto& Buf = Writer.GetMainBuffer(); FDcMsgPackReader Reader(FDcBlobViewData::From(Buf));\nFDcBlobViewData Blob;\nDC_TRY(Reader.ReadBlob(&Blob)); check(Blob.Num == 5);\ncheck(FPlatformMemory::Memcmp(Arr.GetData(), Blob.DataPtr, Blob.Num) == 0);","breadcrumbs":"Formats » MsgPack » Binary","id":"53","title":"Binary"},"54":{"body":"MsgPack also supports ext format family which is basically fixed size binary data with a header: // DataConfigTests/Private/DcTestBlurb.cpp\nFDcMsgPackWriter Writer;\nDC_TRY(Writer.WriteFixExt2(1, {2, 3}));\nauto& Buf = Writer.GetMainBuffer(); FDcMsgPackReader Reader(FDcBlobViewData::From(Buf));\nuint8 Type;\nFDcBytes2 Bytes;\nDC_TRY(Reader.ReadFixExt2(&Type, &Bytes)); check(Type == 1);\ncheck(Bytes.Data[0] == 2);\ncheck(Bytes.Data[1] == 3);","breadcrumbs":"Formats » MsgPack » Extension","id":"54","title":"Extension"},"55":{"body":"MsgPack handlers also support multiple setup types: // DataConfigCore/Public/DataConfig/Serialize/DcSerializerSetup.h\nenum class EDcMsgPackSerializeType\n{ Default, StringSoftLazy, // Serialize Soft/Lazy references as string InMemory, // Serialize pointer/enum/FName etc as underlying integer values\n};","breadcrumbs":"Formats » MsgPack » MsgPack Serialize/Deserialize","id":"55","title":"MsgPack Serialize/Deserialize"},"56":{"body":"The Default and StringSoftLazy options would setup a set of handlers that behaves like their JSON counterparts. We have a \"Property -> Json -> MsgPack -> Json -> Property\" roundtrip test setup in DataConfig.Core.RoundTrip.Property_Json_MsgPack_Json_Property test.","breadcrumbs":"Formats » MsgPack » Persistent handlers","id":"56","title":"Persistent handlers"},"57":{"body":"This is a special set of handlers that only makes sense for binary formats. For example pointers are serialized as memory addresses. EDcDataEntry Serialized Name [uint32, uint32, int32] Text [void*, void*, uint32] ObjectReference, ClassReference void* SoftObjectReference, SoftClassReference FString or void* WeakObjectReference [int32, int32] LazyObjectReference <uuid as FIXEXT16> InterfaceReference [void*, void*] Delegate [int32, int32, (FName)[uint32, uint32, int32]] MulticastInlineDelegate, MulticastSparseDelegate [(list of <Delegate>)] FieldPath void* Enum uint64 With these handlers all data types can be serialized. Note that serializing stuff as memory address isn't always what you want. These are provided as soft of a reference on how to access various data.","breadcrumbs":"Formats » MsgPack » In Memory handlers","id":"57","title":"In Memory handlers"},"58":{"body":"The property system is at the heart of DataConfig: serializer read from property system, while deserializer writes into it. This is directly reflected in the types: // DataConfigCore/Public/DataConfig/Serialize/DcSerializeTypes.h\nstruct DATACONFIGCORE_API FDcSerializeContext\n{ // ... FDcPropertyReader* Reader = nullptr; FDcWriter* Writer = nullptr;\n}; // DataConfigCore/Public/DataConfig/Deserialize/DcDeserializeTypes.h\nstruct DATACONFIGCORE_API FDcDeserializeContext\n{ FDcReader* Reader = nullptr; FDcPropertyWriter* Writer = nullptr;\n};","breadcrumbs":"Formats » Property » Property","id":"58","title":"Property"},"59":{"body":"DcPropertyDatum.h DcPropertyReader.h DcPropertyWriter.h Property reader/writer are usually constructed from a FDcPropertyDatum, which is a \"fat pointer\" that represents an entry in the property system. // DataConfigCore/Public/DataConfig/Property/DcPropertyDatum.h\nstruct DATACONFIGCORE_API FDcPropertyDatum\n{ FFieldVariant Property; void* DataPtr; //...\n} Recall that DataConfig data model expands to a set of Read/Write calls. In the example below we setup a FDcPropertyReader with a simple struct and dump it out: // DataConfigTests/Private/DcTestBlurb2.h\nUSTRUCT()\nstruct FDcTestExample2\n{ GENERATED_BODY() UPROPERTY() FString StrField; UPROPERTY() FString StrArrField[3]; UPROPERTY() UDcBaseShape* InlineField; UPROPERTY() UDcTestClass1* RefField; // ...\n}; // DataConfigTests/Private/DcTestBlurb2.cpp\nFDcTestExample2 Value;\nValue.MakeFixture(); FDcPropertyDatum Datum(&Value);\nFDcPropertyReader Reader(Datum);\nDcAutomationUtils::DumpToLog(&Reader); The results are like this: <StructRoot> 'DcTestExample2'\n|---<Name> 'StrField'\n|---<String> 'Foo'\n|---<Name> 'StrArrField'\n|---<ArrayRoot>\n| |---<String> 'One'\n| |---<String> 'Two'\n| |---<String> 'Three'\n|---<ArrayEnd>\n|---<Name> 'InlineField'\n|---<ClassRoot> 'DcShapeSquare'\n| |---<Name> 'Radius'\n| |---<Float> '2.000000'\n| |---<Name> 'ShapeName'\n| |---<Name> 'MyBox'\n|---<ClassEnd> 'DcBaseShape'\n|---<Name> 'RefField'\n|---<ClassRoot> 'DcTestClass1'\n| |---<ObjectReference> '337' 'DcTestClass1_0'\n|---<ClassEnd> 'DcTestClass1'\n<StructEnd> 'DcTestExample2' Some caveats: Note that DcTestExample2::StrArrField is dumped into a array. Note that DataConfig can't distinguish between Foo and Foo[1] that's a 1 element array. It would be read as a normal field. Note that DcTestExample2::InlineField is expanded and DcTestExample2::RefField is read as an reference. This is determined by FDcPropertyConfig::ExpandObjectPredicate, which by default expands: Field marked with UPROPERTY(Instanced) Class marked with UCLASS(DefaultToInstanced, EditInlineNew)","breadcrumbs":"Formats » Property » Property Datum and Reader/Writer","id":"59","title":"Property Datum and Reader/Writer"},"6":{"body":"DcAutomationUtils::DumpToLog() can dump a FDcPropertyDatum to a string representation, in which FDcPropertyDatum is simply a (FProperty, void*) fat pointer tuple that can represent anything in the property system: DcTestBlurb.cpp // DataConfigTests/Private/DcTestBlurb.cpp\nFVector Vec(1.0f, 2.0f, 3.0f);\nFDcPropertyDatum VecDatum(TBaseStructure<FVector>::Get(), &Vec); DcAutomationUtils::DumpToLog(VecDatum); Output would be: -----------------------------------------\n# Datum: 'ScriptStruct', 'Vector'\n<StructRoot> 'Vector'\n|---<Name> 'X'\n|---<Float> '1.000000'\n|---<Name> 'Y'\n|---<Float> '2.000000'\n|---<Name> 'Z'\n|---<Float> '3.000000'\n<StructEnd> 'Vector'\n----------------------------------------- Additionally we wrapped this into gDcDebug that can be invoked in MSVC immediate window. Calling it during debug would dump into MSVC Output window: // DataConfigCore/Public/DataConfig/Automation/DcAutomationUtils.h\nstruct DATACONFIGCORE_API FDcDebug\n{ FORCENOINLINE void DumpStruct(char* StructNameChars, void* Ptr); FORCENOINLINE void DumpObject(UObject* Obj); FORCENOINLINE void DumpDatum(void* DatumPtr);\n}; /// Access `gDcDebugg` in MSVC immediate window:\n///\n/// - in monolith builds:\n/// gDcDebug.DumpObject(Obj)\n///\n/// - in DLL builds prefix with dll name:\n/// ({,,UE4Editor-DataConfigCore}gDcDebug).DumpObject(ObjPtr) extern FDcDebug gDcDebug; Here's an animated demo showing dumping the vector above during debug break in MSVC: Examples-DebugDumpVecDatum The full expression to evaluate is: ({,,UE4Editor-DataConfigCore}gDcDebug).DumpDatum(&VecDatum) We need DLL name to locate gDcDebug in a non monolith build.","breadcrumbs":"Examples » Debug Dump » Debug Dump","id":"6","title":"Debug Dump"},"60":{"body":"DcPropertyTypes.h Property reader/writer accepts FDcPropertyConfig class for customizing behaviors. By default we've implemented DcSkip metadata that you can mark on given reader/writer.URPOPERTY() and the field would be skipped by given reader/writer: // DataConfigTests/Private/DcTestProperty3.h\nUSTRUCT()\nstruct FDcTestMeta1\n{ GENERATED_BODY() UPROPERTY(meta = (DcSkip)) int SkipField1;\n}; Though that DcSkip behavior is enabled by default, you can override this with a custom FPropertyConfig instance. Here's an example of processing only fields with DcTestSerialize meta: // DataConfigTests/Private/DcTestProperty4.h\nUSTRUCT()\nstruct FDcTestSerializeMeta1\n{ GENERATED_BODY() UPROPERTY(meta = (DcTestSerialize)) int SerializedField; UPROPERTY() int IgnoredField;\n}; // DataConfigTests/Private/DcTestProperty4.cpp\nFDcPropertyConfig Config;\n// only process fields that has `DcTestSerialize` meta\nConfig.ProcessPropertyPredicate = FDcProcessPropertyPredicateDelegate::CreateLambda([](FProperty* Property)\n{ const static FName TestSerializeMeta = FName(TEXT(\"DcTestSerialize\")); return DcPropertyUtils::IsEffectiveProperty(Property) && Property->HasMetaData(TestSerializeMeta);\n});\nConfig.ExpandObjectPredicate = FDcExpandObjectPredicateDelegate::CreateStatic(DcPropertyUtils::IsSubObjectProperty);\nCtx.Reader->SetConfig(Config);","breadcrumbs":"Formats » Property » Configuring with FDcPropertyConfig","id":"60","title":"Configuring with FDcPropertyConfig"},"61":{"body":"DcPropertyPipeSerializers.h DcPropertyPipeSerializers.cpp DcPropertyPipeDeserializers.h DcPropertyPipeDeserializers.cpp There's a set of deserialize handlers in DcPropertyPipeHandlers namespace. It's used to roundtripping property system objects. Simply speaking it's equivalent to doing a FDcPipeVisitor pipe visit. // DataConfigTests/Private/DcTestBlurb.cpp\n// these two blocks are equivalent\n{ FDcPropertyReader Reader(FromDatum); FDcPropertyWriter Writer(ToDatum); FDcPipeVisitor RoundtripVisit(&Reader, &Writer); DC_TRY(RoundtripVisit.PipeVisit());\n} { FDcDeserializer Deserializer; DcSetupPropertyPipeDeserializeHandlers(Deserializer); FDcPropertyReader Reader(FromDatum); FDcPropertyWriter Writer(ToDatum); FDcDeserializeContext Ctx; Ctx.Reader = &Reader; Ctx.Writer = &Writer; Ctx.Deserializer = &Deserializer; DC_TRY(Ctx.Prepare()); DC_TRY(Deserializer.Deserialize(Ctx));\n} These are provided as a set of basis to for building custom property wrangling utils. See Field Renamer for example.","breadcrumbs":"Formats » Property » Pipe Property Handlers","id":"61","title":"Pipe Property Handlers"},"62":{"body":"Alongside DataConfigCore we have two other modules DataConfigExtra and DataConfigEditorExtra. It have self contained samples built on top of DataConfig framework. Note that these are not intended to be integrated directly. You can take these as references when implementing custom features.","breadcrumbs":"Extra » Extra","id":"62","title":"Extra"},"63":{"body":"This example has been shown in previous chapter . It's also a benchmark use case for our custom deserialization logic: DcSerDeColor.h DcSerDeColor.cpp // DataConfigExtra/Public/DataConfig/Extra/SerDe/DcSerDeColor.h\nUSTRUCT()\nstruct FDcExtraTestStructWithColor1\n{ GENERATED_BODY() UPROPERTY() FColor ColorField1; UPROPERTY() FColor ColorField2;\n}; // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\nFString Str = TEXT(R\"( { \"ColorField1\" : \"#0000FFFF\", \"ColorField2\" : \"#FF0000FF\", }\n)\"); FColor is converted into a #RRGGBBAA hex string. The corresponding handlers looks pretty mirrored. // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\nFDcResult HandlerColorDeserialize(FDcDeserializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Writer->WriteDataEntry(FStructProperty::StaticClass(), Datum)); FString ColorStr; DC_TRY(Ctx.Reader->ReadString(&ColorStr)); FColor Color = FColor::FromHex(ColorStr); FColor* ColorPtr = (FColor*)Datum.DataPtr; *ColorPtr = Color; return DcOk();\n} FDcResult HandlerColorSerialize(FDcSerializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Reader->ReadDataEntry(FStructProperty::StaticClass(), Datum)); FColor* ColorPtr = (FColor*)Datum.DataPtr; DC_TRY(Ctx.Writer->WriteString(TEXT(\"#\") + ColorPtr->ToHex())); return DcOk();\n} Note how FDcPropertyReader::ReadDataEntry and FDcPropertyWriter::WriteDataEntry retrieves the next property as a FDcPropertyDatum, which allows us to directly manipulate a FColor pointer.","breadcrumbs":"Extra » FColor » FColor Serialization/Deserialization","id":"63","title":"FColor Serialization/Deserialization"},"64":{"body":"This demonstrates conversion betweenTArray<uint8> and Base64 encoded strings in JSON: DcSerDeBase64.h DcSerDeBase64.cpp // DataConfigExtra/Public/DataConfig/Extra/Deserialize/DcSerDeBase64.h\nUSTRUCT()\nstruct FDcExtraTestStructWithBase64\n{ GENERATED_BODY() UPROPERTY(meta = (DcExtraBase64)) TArray<uint8> BlobField1; UPROPERTY(meta = (DcExtraBase64)) TArray<uint8> BlobField2;\n}; // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcSerDeBase64.cpp\nFString Str = TEXT(R\"( { \"BlobField1\" : \"dGhlc2UgYXJlIG15IHR3aXN0ZWQgd29yZHM=\", \"BlobField2\" : \"\", }\n)\"); Note that we're tagging the BlobField with (meta = (DcExtraBase64)) to explicitly show that we' want this member to be converted into Base64. UE support arbitrary meta data in the meta = () segment . But beware that the meta data is only available when WITH_EDITORDATA flag is defined. In predicate we check for this DcExtraBase64 like this: // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcSerDeBase64.cpp\nEDcDeserializePredicateResult PredicateIsBase64Blob(FDcDeserializeContext& Ctx)\n{ FArrayProperty* ArrayProperty = DcPropertyUtils::CastFieldVariant<FArrayProperty>(Ctx.TopProperty()); //\tcheck for only TArray<uint8> if (ArrayProperty == nullptr) return EDcDeserializePredicateResult::Pass; if (!ArrayProperty->Inner->IsA<FByteProperty>()) return EDcDeserializePredicateResult::Pass; return ArrayProperty->HasMetaData(TEXT(\"DcExtraBase64\")) ? EDcDeserializePredicateResult::Process : EDcDeserializePredicateResult::Pass;\n}","breadcrumbs":"Extra » Base64 Blob » Base64 Blob Serialization/Deserialization","id":"64","title":"Base64 Blob Serialization/Deserialization"},"65":{"body":"Previously we're deserializing FColor by writing into its member fields separately, which is a bit cumbersome. In this case DataConfig do support better alternatives. Since we know that FColor is POD type we can construct one by filling in correct bit pattern. In this case FDcPropertyWriter allow struct property to be coerced from a blob: DcSerDeColor.h DcSerDeColor.cpp // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\ntemplate<>\nFDcResult TemplatedWriteColorDispatch<EDcColorDeserializeMethod::WriteBlob>(const FColor& Color, FDcDeserializeContext& Ctx)\n{ return Ctx.Writer->WriteBlob({ (uint8*)&Color, // treat `Color` as opaque blob data sizeof(FColor) });\n} Alternatively we can get FProperty and data pointer in place and setting the value through Unreal's FProperty API: // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\ntemplate<>\nFDcResult TemplatedWriteColorDispatch<EDcColorDeserializeMethod::WriteDataEntry>(const FColor& Color, FDcDeserializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Writer->WriteDataEntry(FStructProperty::StaticClass(), Datum)); Datum.CastFieldChecked<FStructProperty>()->CopySingleValue(Datum.DataPtr, &Color); return DcOk();\n} Note that we already know that Datum.DataPtr points to a allocated FColor instance. Thus we can simply cast it into a FColor* and directly manipulate the pointer. // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\ntemplate<>\nFDcResult TemplatedWriteColorDispatch<EDcColorDeserializeMethod::WritePointer>(const FColor& Color, FDcDeserializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Writer->WriteDataEntry(FStructProperty::StaticClass(), Datum)); FColor* ColorPtr = (FColor*)Datum.DataPtr; *ColorPtr = Color; // deserialize by assignment return DcOk();\n} Note that these techniques also applies on serialization: // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\nFDcResult HandlerColorSerialize(FDcSerializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Reader->ReadDataEntry(FStructProperty::StaticClass(), Datum)); FColor* ColorPtr = (FColor*)Datum.DataPtr; DC_TRY(Ctx.Writer->WriteString(TEXT(\"#\") + ColorPtr->ToHex())); return DcOk();\n}","breadcrumbs":"Extra » WriterAPI » Writer API Alternatives","id":"65","title":"Writer API Alternatives"},"66":{"body":"UE comes with a handy module JsonUtilities that handles conversion between USTRUCTs and JSON. In this example we've implemented similar functionalities that behaves almost identical to stock FJsonConverter. DcJsonConverter.h DcJsonConverter.cpp // DataConfigExtra/Private/DataConfig/Extra/Types/DcJsonConverter.cpp\nFString Str = TEXT(R\"( { \"strField\" : \"Foo\", \"nestField\" : { \"strArrayField\" : [ \"One\", \"Two\", \"Three\" ], \"strIntMapField\" : { \"One\": 1, \"Two\": 2, \"Three\": 3 } }, \"intField\" : 253, \"boolField\" : true }\n)\"); { FDcTestJsonConverter1 Lhs; bool LhsOk = DcExtra::JsonObjectStringToUStruct(Str, &Lhs); FDcTestJsonConverter1 Rhs; bool RhsOk = FJsonObjectConverter::JsonObjectStringToUStruct(Str, &Rhs);\n} { FString Lhs; bool LhsOk = DcExtra::UStructToJsonObjectString(Data, Lhs); FString Rhs; bool RhsOk = FJsonObjectConverter::UStructToJsonObjectString(Data, Rhs);\n} DcExtra::JsonObjectStringToUStruct() body is trivia as it delegates most of the work to DcDeserializer: // DataConfigExtra/Private/DataConfig/Extra/Types/DcJsonConverter.cpp\nbool JsonObjectReaderToUStruct(FDcReader* Reader, FDcPropertyDatum Datum)\n{ FDcResult Ret = [&]() -> FDcResult { using namespace JsonConverterDetails; LazyInitializeDeserializer(); FDcPropertyWriter Writer(Datum); FDcDeserializeContext Ctx; Ctx.Reader = Reader; Ctx.Writer = &Writer; Ctx.Deserializer = &Deserializer.GetValue(); DC_TRY(Ctx.Prepare()); DC_TRY(Deserializer->Deserialize(Ctx)); return DcOk(); }(); if (!Ret.Ok()) { DcEnv().FlushDiags(); return false; } else { return true; }\n} The serializing function DcExtra::UStructToJsonObjectString() needs some customization as default DcJsonWriter and DcSerializer handlers behaves a bit different against stock FDcJsonConverter: It serialize field names as camelCase. It uses platform dependent line endings, that is \\r\\n on Windows. It have subtle new line breaking rules on nested array and object, and on spacing around : token. The good news is that one can customize these behaviors with DataConfig to match it: // DataConfigExtra/Public/DataConfig/Extra/Types/DcJsonConverter.h\ntemplate<typename InStructType>\nstatic bool UStructToJsonObjectString(const InStructType& InStruct, FString& OutJsonString)\n{ static FDcJsonWriter::ConfigType _JSON_CONVERTER_CONFIG = [] { FDcJsonWriter::ConfigType Config = FDcJsonWriter::DefaultConfig; Config.IndentLiteral = TEXT(\"\\t\"); Config.LineEndLiteral = LINE_TERMINATOR; Config.LeftSpacingLiteral = TEXT(\"\"); Config.bNestedArrayStartsOnNewLine = false; Config.bNestedObjectStartsOnNewLine = true; return Config; }(); FDcJsonWriter Writer(_JSON_CONVERTER_CONFIG); ...\n} // DataConfigExtra/Private/DataConfig/Extra/Types/DcJsonConverter.cpp\nstatic FDcResult HandlerStructRootSerializeCamelCase(FDcSerializeContext& Ctx)\n{ ... else if (CurPeek == EDcDataEntry::Name) { FName Value; DC_TRY(Ctx.Reader->ReadName(&Value)); DC_TRY(Ctx.Writer->WriteString(FJsonObjectConverter::StandardizeCase(Value.ToString()))); }\n} We aim to support flexible serialization and formatting behaviors without modifying DataConfigCore code:","breadcrumbs":"Extra » JsonConverter » JsonConverter in DataConfig","id":"66","title":"JsonConverter in DataConfig"},"67":{"body":"This is an intermediate example that takes advantage of the flexibility provided by the property system. FDcAnyStruct is a struct that stores a heap allocated USTRUCT of any type while maintaining value semantic on itself. If you're familiar with the concept of variant type, just think of it as a variant type that supports all USTRUCT: DcAnyStruct.h DcAnyStruct.cpp // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeAnyStruct.cpp\n// instantiate from heap allocated structs\nFDcAnyStruct Any1 = new FDcExtraTestSimpleStruct1();\nAny1.GetChecked<FDcExtraTestSimpleStruct1>()->NameField = TEXT(\"Foo\"); // supports moving\nFDcAnyStruct Any2 = MoveTemp(Any1);\ncheck(!Any1.IsValid());\ncheck(Any2.GetChecked<FDcExtraTestSimpleStruct1>()->NameField == TEXT(\"Foo\"));\nAny2.Reset(); // supports shared referencing\nAny2 = new FDcExtraTestSimpleStruct2();\nAny2.GetChecked<FDcExtraTestSimpleStruct2>()->StrField = TEXT(\"Bar\"); Any1 = Any2; check(Any1.DataPtr == Any2.DataPtr);\ncheck(Any1.StructClass == Any2.StructClass); We then implemented conversion logic between FDcAnyStruct and JSON: DcSerDeAnyStruct.h DcSerDeAnyStruct.cpp // DataConfigExtra/Public/DataConfig/Extra/SerDe/DcSerDeAnyStruct.h\nUSTRUCT()\nstruct FDcExtraTestWithAnyStruct1\n{ GENERATED_BODY() UPROPERTY() FDcAnyStruct AnyStructField1; UPROPERTY() FDcAnyStruct AnyStructField2; UPROPERTY() FDcAnyStruct AnyStructField3;\n}; // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeAnyStruct.cpp\nFString Str = TEXT(R\"( { \"AnyStructField1\" : { \"$type\" : \"DcExtraTestSimpleStruct1\", \"NameField\" : \"Foo\" }, \"AnyStructField2\" : { \"$type\" : \"DcExtraTestStructWithColor1\", \"ColorField1\" : \"#0000FFFF\", \"ColorField2\" : \"#FF0000FF\" }, \"AnyStructField3\" : null }\n)\"); Note how the custom FColor <-> \"#RRGGBBAA\" conversion recursively works within FDcAnyStruct. This should be a good starting point for you to implement your own nested variant types and containers. For more details refer to the implementation of HandlerDcAnyStruct[Serialize/Deserialize].","breadcrumbs":"Extra » AnyStruct » AnyStruct","id":"67","title":"AnyStruct"},"68":{"body":"In AnyStruct we implemented FDcAnyStruct that can store arbitrary heap allocated USTRUCT. A shortcoming of this approach is that it introduces overhead of heap allocated memory, which also have worse cache locality comparing to stack allocated structs. In this example we implemented a series of structs FDcInlineStruct64/FDcInlineStruct128/FDcInlineStruct256/FDcInlineStruct512 which stores a USTRUCT inline. Think it as a small buffer optimized version of FDcAnyStruct. These can also be used as a cheap alternative to UCLASS based polymorphism. DcInlineStruct.h DcInlineStruct.cpp // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeInlineStruct.cpp\n// stack allocated usage\nFDcInlineStruct64 Inline1;\nInline1.Emplace<FColor>(255, 0, 0, 255);\nUTEST_TRUE(\"Inline Struct\", *Inline1.GetChecked<FColor>() == FColor::Red); // support copy FDcInlineStruct64 Inline2 = Inline1;\nUTEST_TRUE(\"Inline Struct\", *Inline2.GetChecked<FColor>() == FColor::Red); Serialization handlers for inline structs are similar to any struct ones: DcSerDeInlineStruct.h DcSerDeInlineStruct.cpp // DataConfigExtra/Public/DataConfig/Extra/SerDe/DcSerDeInlineStruct.h\nUSTRUCT()\nstruct FDcExtraTestWithInlineStruct1\n{ GENERATED_BODY() UPROPERTY() FDcInlineStruct64 InlineField1; UPROPERTY() FDcInlineStruct64 InlineField2;;\n}; // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeInlineStruct.cpp\nFString Str = TEXT(R\"( { \"InlineField1\" : { \"$type\" : \"DcExtraTestSimpleStruct1\", \"NameField\" : \"Foo\" }, \"InlineField2\" : { \"$type\" : \"DcExtraTestStructWithColor1\", \"ColorField1\" : \"#0000FFFF\", \"ColorField2\" : \"#FF0000FF\" } }\n)\"); Note that one limitation with inline structs the USTRUCT get put in must have smaller size than the inline struct storage. Deserialize handlers would check for these cases: LogDataConfigCore: Display: # DataConfig Error: Inline struct too big: BufSize '56', Struct 'DcExtraTestStruct128' Size '128'\nLogDataConfigCore: Display: - [WideCharDcJsonReader] --> <in-memory>5:38 3 | { 4 | \"InlineField1\" : { 5 | \"$type\" : \"DcExtraTestStruct128\", | ^ 6 | \"NameField\" : \"Foo\" 7 | },\nLogDataConfigCore: Display: - [DcPropertyWriter] Writing property: (FDcExtraTestWithInlineStruct1)$root.(FDcInlineStruct64)InlineField1\nLogDataConfigCore: Display: - [DcSerializer]","breadcrumbs":"Extra » InlineStruct » Inline Struct","id":"68","title":"Inline Struct"},"69":{"body":"DataConfig can also be used to author one-off utility. In this example we implemented DcExtra::DeserializeStructRenaming() that copies data between structural identical data structures, while renaming field names by a user function. DcDeserializeRenameStructFieldNames.h DcDeserializeRenameStructFieldNames.cpp // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcDeserializeRenameStructFieldNames.cpp\n// struct equivelent to this:\nFString Str = TEXT(R\"( { \"FromName1\" : \"Foo\", \"FromStructSet1\" : [ { \"FromStr1\" : \"One\", \"FromInt1\" : 1, }, { \"FromStr1\" : \"Two\", \"FromInt1\" : 2, } ] }\n)\"); // ... deserialize with a functor renaming `FromXXX` to `ToXXX`:\nUTEST_OK(\"...\", DcExtra::DeserializeStructRenaming( FromDatum, ToDatum, FDcExtraRenamer::CreateLambda([](const FName& FromName){ FString FromStr = FromName.ToString(); if (FromStr.StartsWith(TEXT(\"From\"))) return FName(TEXT(\"To\") + FromStr.Mid(4)); else return FromName;\n}))); // ... results into a struct equivelent to this: FString Str = TEXT(R\"( { \"ToName1\" : \"Foo\", \"ToStructSet1\" : [ { \"ToStr1\" : \"One\", \"ToInt1\" : 1, }, { \"ToStr1\" : \"Two\", \"ToInt1\" : 2, } ] }\n)\"); This takes advantage of the DcPropertyPipeHandlers that simply do verbatim data piping. The gist is that you should consider DataConfig an option when working with batch data processing within Unreal Engine. We are trying to provide tools to support these use cases.","breadcrumbs":"Extra » Field Renamer » Field Renamer","id":"69","title":"Field Renamer"},"7":{"body":"At the moment it supports these the engine versions below: UE 5.1 UE 5.0 UE 4.27 UE 4.26 UE 4.25","breadcrumbs":"Integration » Integration","id":"7","title":"Integration"},"70":{"body":"This example demonstrates that FReader/FWriter can be used standalone, without FDcSerializer/FDcDeserializer. UE built-in module PropertyPath allow accessing nested object properties by a path like Foo.Bar.Baz: DcPropertyPathAccess.h DcPropertyPathAccess.cpp // DataConfigExtra/Private/DataConfig/Extra/Types/DcPropertyPathAccess.cpp\nFString Str;\nUTEST_TRUE(\"...\", PropertyPathHelpers::GetPropertyValue(Outer, TEXT(\"StructRoot.Middle.InnerMost.StrField\"), Str));\nUTEST_TRUE(\"...\", Str == TEXT(\"Foo\")); UTEST_TRUE(\"...\", PropertyPathHelpers::SetPropertyValue(Outer, TEXT(\"StructRoot.Middle.InnerMost.StrField\"), FString(TEXT(\"Bar\"))));\nUTEST_TRUE(\"...\", Outer->StructRoot.Middle.InnerMost.StrField == TEXT(\"Bar\")); We implemented a pair of methods DcExtra::GetDatumPropertyByPath/SetDatumPropertyByPath with FDcPropertyReader: // DataConfigExtra/Private/DataConfig/Extra/Types/DcPropertyPathAccess.cpp\nUTEST_TRUE(\"...\", CheckStrPtr(GetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Middle.InnerMost.StrField\"), TEXT(\"Foo\")));\nUTEST_TRUE(\"...\", CheckStrPtr(GetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Arr.0.StrField\"), TEXT(\"Bar0\")));\nUTEST_TRUE(\"...\", CheckStrPtr(GetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Arr.1.StrField\"), TEXT(\"Bar1\")));\nUTEST_TRUE(\"...\", CheckStrPtr(GetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.NameMap.FooKey.StrField\"), TEXT(\"FooValue\"))); UTEST_TRUE(\"...\", SetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Middle.InnerMost.StrField\", TEXT(\"AltFoo\")));\nUTEST_TRUE(\"...\", SetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Arr.0.StrField\", TEXT(\"AltBar0\")));\nUTEST_TRUE(\"...\", SetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Arr.1.StrField\", TEXT(\"AltBar1\")));\nUTEST_TRUE(\"...\", SetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.NameMap.FooKey.StrField\", TEXT(\"AltFooValue\"))); Comparing to PropertyPathHelpers these new ones support Array and Map, and support USTRUCT roots. We're missing some features like expanding weak/lazy object references but it should be easy to implement. Remember that we have bundled JSON/MsgPack reader/writers that can also be used standalone.","breadcrumbs":"Extra » Property Path » Access property by path","id":"70","title":"Access property by path"},"71":{"body":"Unreal Engine bundles SQLite3 in SQLiteCore plugin and bundled with minimal C++ abstractions. In this example we implemented LoadStructArrayFromSQLite to load a SQLite query into a TArray of structs: DcSqlite.h DcSqlite.cpp // DataConfigExtra/Public/DataConfig/Extra/Misc/DcSqlite.h\ntemplate<typename TStruct>\nFDcResult LoadStructArrayFromSQLite(FSQLiteDatabase* Db, const TCHAR* Query, TArray<TStruct>& Arr)\n// ... With this method we can easily turn SQLite query results into structs that's easy to manipulate with: // DataConfig/Source/DataConfigExtra/Private/DataConfig/Extra/Misc/DcSqlite.cpp\n/// data fixture\nFString Statement = TEXT(\"CREATE TABLE users (id INTEGER NOT NULL,name TEXT, title TEXT)\");\nbSuccess &= TestDb.Execute(*Statement);\nStatement = TEXT(\"INSERT INTO users (id, name, title) VALUES (1, 'John', 'Manager')\");\nbSuccess &= TestDb.Execute(*Statement);\nStatement = TEXT(\"INSERT INTO users (id, name, title) VALUES (2, 'Mark', 'Engineer')\");\nbSuccess &= TestDb.Execute(*Statement);\nStatement = TEXT(\"INSERT INTO users (id, name, title) VALUES (3, 'Bob', 'Engineer')\");\nbSuccess &= TestDb.Execute(*Statement);\nStatement = TEXT(\"INSERT INTO users (id, name, title) VALUES (4, 'Mike', 'QA')\"); // execute query and deserialize\nTArray<FDcExtraTestUser> Arr;\nUTEST_OK(\"Extra Sqlite\", DcExtra::LoadStructArrayFromSQLite( &TestDb, TEXT(\"SELECT * FROM users WHERE title == 'Engineer' ORDER BY id\"), Arr )); // equivalent fixture\nFString Fixture = TEXT(R\"( [ { \"Id\" : 2, \"Name\" : \"Mark\", \"Title\" : \"Engineer\" }, { \"Id\" : 3, \"Name\" : \"Bob\", \"Title\" : \"Engineer\" } ]\n)\"); For this to work we'll need to implement FSqliteReader which implements FDcReader API so it can be consumed by deserializer. The cool thing is that FSqliteReader works very well with SQLite's step API and can wrap SQLite error reporting into diagnostics that DataConfig can report.","breadcrumbs":"Extra » SQLite » Deserialize From SQLite Query","id":"71","title":"Deserialize From SQLite Query"},"72":{"body":"Unreal Engine Modules is how the engine handles its C++ code physical design. You'll need to be pretty familiar with the system to scale up your C++ project. We split extra samples in two modules. The first is DataConfigExtra which does not depend on Engine/UnrealEd module. It can be built along program target. DataConfigExtra is basically a set of C++ source files bundled and there's no special setup for it. The key setup is to set ModuleRules.bRequiresImplementModule to be false: DataConfigExtra.Build.cs // DataConfigExtra/DataConfigExtra.Build.cs\npublic class DataConfigExtra : ModuleRules\n{ public DataConfigExtra(ReadOnlyTargetRules Target) : base(Target) { bRequiresImplementModule = false; Type = ModuleType.CPlusPlus; PCHUsage = PCHUsageMode.UseExplicitOrSharedPCHs; PublicDependencyModuleNames.AddRange( new string[] { \"DataConfigCore\", \"Core\", \"CoreUObject\", // ... }); }\n} The other module is DcEditorExtraModule, a more conventional editor only module. It's also the recommended setup for integrating DataConfig as an editor only dependency into your project. We also put samples that depends on Engine and other gameplay system in here. Most of integration code is in IModuleInterface::StartUpModule/ShutdownModule(). DcEditorExtraModule.cpp // DataConfigEditorExtra/Private/DcEditorExtraModule.cpp\nvoid FDcEditorExtraModule::StartupModule()\n{ // ... DcRegisterDiagnosticGroup(&DcDExtra::Details); DcRegisterDiagnosticGroup(&DcDEditorExtra::Details); DcStartUp(EDcInitializeAction::Minimal); DcEnv().DiagConsumer = MakeShareable(new FDcMessageLogDiagnosticConsumer()); // ...\n} void FDcEditorExtraModule::ShutdownModule()\n{ DcShutDown(); // ...\n} Here's a checklist for integration: Register additional diagnostics early. Call DcStartUp()/DcShutDonw() pair. Register custom diagnostic consumer. FDcMessageLogDiagnosticConsumer is an example of redirecting diagnostics to the UE Message Log window with its own category.","breadcrumbs":"Extra » Module Setup » Extra Module Setups","id":"72","title":"Extra Module Setups"},"73":{"body":"In this example we added a Dump Asset To Log menu entry. After enabling it you can see it on the context menu on all asset types: DataConfigEditorExtra-DumpAssetToLog On clicking it would use the pretty print writer to dump the asset into Output Log: DataConfigEditorExtra-DumpOutputLog This is implemented as an editor menu extender: DcEditorDumpAssetToLog.cpp // DataConfigExtra/Private/DataConfig/EditorExtra/Editor/DcEditorDumpAssetToLog.cpp\nTSharedRef<FExtender> DumpAssetToLogExtender(const TArray<FAssetData>& SelectedAssets)\n{ // ... Extender->AddMenuExtension(\"GetAssetActions\", EExtensionHook::After, TSharedPtr<FUICommandList>(), FMenuExtensionDelegate::CreateLambda([Asset](FMenuBuilder& MenuBuilder) { MenuBuilder.AddMenuEntry( // ... FUIAction( FExecuteAction::CreateLambda([Asset]{ if (UBlueprint* Blueprint = Cast<UBlueprint>(Asset.GetAsset())) { // dump BP class generated class CDO as it makes more sense DcAutomationUtils::DumpToLog(FDcPropertyDatum(Blueprint->GeneratedClass->ClassDefaultObject)); } else { DcAutomationUtils::DumpToLog(FDcPropertyDatum(Asset.GetAsset())); } }), FCanExecuteAction() ) ); })); } // ... When asset is a Blueprint we dump its CDO instead as it makes more sense.","breadcrumbs":"Extra » Dump Asset To Log » Dump Asset To Log","id":"73","title":"Dump Asset To Log"},"74":{"body":"The Property System is so powerful that you can create new Blueprint Class/Struct, which is equivalent to C++ UCLASS/USTRUCT to some extents. In this example we'll show how to handle these in DataConfig. The whole blueprint stuff depends on Engine module. This is also why we put related code into DataConfigEditorExtra module.","breadcrumbs":"Extra » Blueprint » Blueprint Serialization/Deserialization","id":"74","title":"Blueprint Serialization/Deserialization"},"75":{"body":"Blueprint class are stored within UBlueprint typed assets. Note that we automatically unwrap the container in handlers. DcSerDeBlueprint.h DcSerDeBlueprint.cpp //DataConfigEditorExtra/Public/DataConfig/EditorExtra/SerDe/DcSerDeBlueprint.h\nUSTRUCT()\nstruct DATACONFIGEDITOREXTRA_API FDcEditorExtraTestStructWithBPClass\n{ GENERATED_BODY() UPROPERTY() TSubclassOf<UDcTestBPClassBase> ClassField1; UPROPERTY() TSubclassOf<UDcTestBPClassBase> ClassField2; UPROPERTY() TSubclassOf<UDcTestBPClassBase> ClassField3;\n}; USTRUCT()\nstruct DATACONFIGEDITOREXTRA_API FDcEditorExtraTestStructWithBPInstance\n{ GENERATED_BODY() UPROPERTY() UDcTestBPClassBase* InstanceField1; UPROPERTY() UDcTestBPClassBase* InstanceField2; UPROPERTY() UDcTestBPClassBase* InstanceField3;\n}; //DataConfigEditorExtra/Private/DataConfig/EditorExtra/SerDe/DcSerDeBlueprint.cpp\nFString Str = TEXT(R\"( { \"ClassField1\" : null, \"ClassField2\" : \"DcTestNativeDerived1\", \"ClassField3\" : \"/DataConfig/DcFixture/DcTestBlueprintClassBeta\" }\n)\"); FString Str = TEXT(R\"( { \"InstanceField1\" : null, \"InstanceField2\" : \"/DataConfig/DcFixture/DcTestBlueprintInstanceAlpha\", \"InstanceField3\" : \"/DataConfig/DcFixture/DcTestBlueprintInstanceBeta\" }\n)\");","breadcrumbs":"Extra » Blueprint » Blueprint Class and Object references","id":"75","title":"Blueprint Class and Object references"},"76":{"body":"In this example we roundtrip a Blueprint class instance from JSON: Blueprint Class //DataConfigEditorExtra/Private/DataConfig/EditorExtra/SerDe/DcSerDeBlueprint.cpp\nFString Str = TEXT(R\"( { \"StrField\" : \"Foo\", \"BPEnumField\" : \"Baz\", \"IntField\" : 345 }\n)\"); You can also reference on how to handle Blueprint enum in this example. It need some special care to convert between int value and the descriptive text set within the editor.","breadcrumbs":"Extra » Blueprint » Blueprint Class Instance","id":"76","title":"Blueprint Class Instance"},"77":{"body":"Finally we're combined FColor, FDcAnyStruct and Blueprint struct into one single example: DataConfigEditorExtra-BlueprintStruct //DataConfigEditorExtra/Private/DataConfig/EditorExtra/SerDe/DcSerDeBlueprint.cpp\nFString Str = TEXT(R\"( { \"AnyStructField1\" : { \"$type\" : \"/DataConfig/DcFixture/DcTestBlueprintStructWithColor\", \"NameField\" : \"Foo\", \"StrField\" : \"Bar\", \"IntField\" : 123, \"ColorField\" : \"#FF0000FF\" } }\n)\"); Under the hood Blueprint struct mangles its field names. The struct above dumps to something like this: -----------------------------------------\n# Datum: 'UserDefinedStruct', 'DcTestBlueprintStructWithColor'\n<StructRoot> 'DcTestBlueprintStructWithColor'\n|---<Name> 'NameField_5_97BFF114405C1934C2F33E8668BF1652'\n|---<Name> 'Foo'\n|---<Name> 'StrField_9_FAA71EFE4896F4E6B1478B9C13B2CE52'\n|---<String> 'Bar'\n|---<Name> 'IntField_11_3BC7CB0F42439CE2196F7AA82A1AC374'\n|---<Int32> '123'\n|---<Name> 'ColorField_14_F676BCF245B2977B678B65A8216E94EB'\n|---<StructRoot> 'Color'\n| |---<Name> 'B'\n| |---<UInt8> '0'\n| |---<Name> 'G'\n| |---<UInt8> '0'\n| |---<Name> 'R'\n| |---<UInt8> '255'\n| |---<Name> 'A'\n| |---<UInt8> '255'\n|---<StructEnd> 'Color'\n<StructEnd> 'DcTestBlueprintStructWithColor'\n----------------------------------------- The good news is that DataConfig already got this covered.","breadcrumbs":"Extra » Blueprint » Blueprint Struct Instance","id":"77","title":"Blueprint Struct Instance"},"78":{"body":"GameplayTags is a built-in runtime module that implements hierarchical tags. In this example we have roundtrip handlers for FGameplayTag and FGameplayTagContainer. DcSerDeGameplayTags.h DcSerDeGameplayTags.cpp // DataConfigEditorExtra/Public/DataConfig/EditorExtra/SerDe/DcSerDeGameplayTags.h\nUSTRUCT()\nstruct FDcEditorExtraTestStructWithGameplayTag1\n{ GENERATED_BODY() UPROPERTY() FGameplayTag TagField1; UPROPERTY() FGameplayTag TagField2;\n}; // DataConfigEditorExtra/Private/DataConfig/EditorExtra/SerDe/DcSerDeGameplayTags.cpp\nFString Str = TEXT(R\"( { \"TagField1\" : null, \"TagField2\" : \"DataConfig.Foo.Bar\" }\n)\"); FGameplayTagContainer converts to a list of strings: // DataConfigEditorExtra/Public/DataConfig/EditorExtra/Deserialize/DcDeserializeGameplayTags.h\nUSTRUCT()\nstruct FDcEditorExtraTestStructWithGameplayTag2\n{ GENERATED_BODY() UPROPERTY() FGameplayTagContainer TagContainerField1; UPROPERTY() FGameplayTagContainer TagContainerField2;\n}; // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Deserialize/DcDeserializeGameplayTags.cpp\nFString Str = TEXT(R\"( { \"TagContainerField1\" : [], \"TagContainerField2\" : [ \"DataConfig.Foo.Bar\", \"DataConfig.Foo.Bar.Baz\", \"DataConfig.Tar.Taz\", ] }\n)\"); Note that gameplay tag parsing has error reporting built-in. In this case we can pipe it into our diagnostic: // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Deserialize/DcDeserializeGameplayTags.cpp\nstatic FDcResult _StringToGameplayTag(FDcDeserializeContext& Ctx, const FString& Str, FGameplayTag* OutTagPtr)\n{ FString FixedString; FText Err; if (!FGameplayTag::IsValidGameplayTagString(Str, &Err, &FixedString)) { return DC_FAIL(DcDEditorExtra, InvalidGameplayTagStringFixErr) << Str << FixedString << Err; } //...\n} In case of a invalid tag it would report the reason and fixed string: # DataConfig Error: Invalid Gameplay Tag String, Actual: 'DataConfig.Invalid.Tag.', Fixed: 'DataConfig.Invalid.Tag', Error: 'Tag ends with .'\n- [JsonReader] --> <in-memory>5:4 3 | { 4 | \"TagField1\" : null, 5 | \"TagField2\" : \"DataConfig.Invalid.Tag.\" | ^^^^^^^^^^^^^^^^^^^^^^^^^ 6 | } 7 | - [PropertyWriter] Writing property: (FDcEditorExtraTestStructWithGameplayTag1)$root.(FGameplayTag)TagField2 [C:\\DevUE\\UnrealEngine\\Engine\\Source\\Developer\\MessageLog\\Private\\Model\\MessageLogListingModel.cpp(73)]","breadcrumbs":"Extra » Gameplay Tag » Gameplay Tag Serialization/Deserialization","id":"78","title":"Gameplay Tag Serialization/Deserialization"},"79":{"body":"We'll conclude with a concrete user story: populating GameplayAbility and GameplayEffect blueprint from JSON file. DcDeserializeGameplayAbility.h DcDeserializeGameplayAbility.cpp Gameplay Ability System is a built-in plugin for building data driven abilities. Users are expected to derived and modify GameplayAbility and GameplayEffect blueprint for custom logic. Given a JSON like this: // DataConfig/Tests/Fixture_AbilityAlpha.json\n{ /// Tags \"AbilityTags\" : [ \"DataConfig.Foo.Bar\", \"DataConfig.Foo.Bar.Baz\", ], \"CancelAbilitiesWithTag\" : [ \"DataConfig.Foo.Bar.Baz\", \"DataConfig.Tar.Taz\", ], /// Costs \"CostGameplayEffectClass\" : \"/DataConfig/DcFixture/DcTestGameplayEffectAlpha\", /// Advanced \"ReplicationPolicy\" : \"ReplicateYes\", \"InstancingPolicy\" : \"NonInstanced\",\n} Right click on a GameplayAbility blueprint asset and select Load From JSON， then select this file and confirm. It would correctly populate the fields with the values in JSON, as seen in the pic below: DataConfigEditorExtra-LoadJsonIntoAbility Most of the logic is in DataConfig/EditorExtra/Deserialize/DcDeserializeGameplayAbility.cpp: The context menu is added from GameplayAbilityEffectExtender. There's another handy item named Dump To Log which dumps any blueprint CDO into the log. DataConfig deserializer is setup in LazyInitializeDeserializer(). We added custom logic for deserializing FGameplayAttribute from a string like DcTestAttributeSet.Mana. We also reused many methods from previous examples to support FGameplayTag deserialization and Blueprint class look up by path.","breadcrumbs":"Extra » Gameplay Ability » Deserialize Gameplay Abilities","id":"79","title":"Deserialize Gameplay Abilities"},"8":{"body":"The easiest way to try out DataConfig is to add it as a plugin into your C++ project. In this section we'll walk through the steps of integrating DataConfig plugin into a empty UE C++ Project.","breadcrumbs":"Integration » Integrate DataConfig Plugin","id":"8","title":"Integrate DataConfig Plugin"},"80":{"body":"This example only works with UE5.0+ Starting with UE 5.0 there's a new plugin StructUtils featuring a struct type called FInstancedStruct . It's shares the same idea to previous AnyStruct example, while it has proper asset serialization logic and editor support. Given a struct hierarchy like this: // DataConfigExtra/Public/DataConfig/Extra/Types/DcExtraTestFixtures.h\nUSTRUCT(BlueprintType)\nstruct FDcStructShapeBase\n{ GENERATED_BODY() UPROPERTY(EditAnywhere) FName ShapeName;\n}; USTRUCT(BlueprintType)\nstruct FDcStructShapeRectangle : public FDcStructShapeBase\n{ GENERATED_BODY() UPROPERTY(EditAnywhere) float Height; UPROPERTY(EditAnywhere) float Width;\n}; USTRUCT(BlueprintType)\nstruct FDcStructShapeCircle : public FDcStructShapeBase\n{ GENERATED_BODY() UPROPERTY(EditAnywhere) float Radius;\n}; You can use FInstancedStruct specified with a BaseStruct meta to reference to a polymorphism instance: // DataConfigEditorExtra5/Public/DataConfig/EditorExtra/SerDe/DcSerDeInstancedStruct.h\nUPROPERTY(EditAnywhere, meta = (BaseStruct = \"/Script/DataConfigExtra.DcStructShapeBase\"))\nFInstancedStruct InstancedStruct1; UPROPERTY(EditAnywhere, meta = (BaseStruct = \"DcStructShapeBase\"))\nFInstancedStruct InstancedStruct2; The best part is that the editor is also working as intended: DataConfigEditorExtra-InstancedStructEditor Prior to this you'll need to setup Sub Objects for similar behavior, which costs unnecessary overhead. FInstancedStruct can also be serialized to and from JSON with DataConfig: DcSerDeInstancedStruct.h DcSerDeInstancedStruct.cpp // DataConfigExtra5/Public/DataConfig/EditorExtra/SerDe/DcSerDeInstancedStruct.h\nUSTRUCT()\nstruct FDcEditorExtra5InstancedStruct1\n{ GENERATED_BODY() UPROPERTY() FInstancedStruct InstancedStruct1; UPROPERTY() FInstancedStruct InstancedStruct2; UPROPERTY() FInstancedStruct InstancedStruct3;\n}; // DataConfigExtra5/Private/DataConfig/EditorExtra/SerDe/DcSerDeInstancedStruct.cpp\nFString Str = TEXT(R\"( { \"InstancedStruct1\" : { \"$type\" : \"DcExtraTestSimpleStruct1\", \"NameField\" : \"Foo\" }, \"InstancedStruct2\" : { \"$type\" : \"DcExtraTestStructWithColor1\", \"ColorField1\" : \"#0000FFFF\", \"ColorField2\" : \"#FF0000FF\" }, \"InstancedStruct3\" : null }\n)\"); Note how the custom FColor <-> \"#RRGGBBAA\" conversion recursively works within FInstancedStruct.","breadcrumbs":"Extra » InstancedStruct » InstancedStruct","id":"80","title":"InstancedStruct"},"81":{"body":"This section contains documentation for advanced topics.","breadcrumbs":"Advanced » Advanced","id":"81","title":"Advanced"},"82":{"body":"We've integrated two benchmarks fixtures from JSON for modern C++ project. In the benchmark we deserialize JSON into C++ structs, then serialize them back to JSON. Then we convert JSON to MsgPack and do identical process. canada.json corpus.ndjson See here for instructions to build and run the benchmark. Here're the results: DcBenchmarkFixture1.cpp On a Intel(R) Core(TM) i7-7700K CPU @ 4.20GHz: Corpus Json Deserialize: [Shipping] Bandwidth: 77.816(MB/s), Mean: 70.891(ms), Median:70.662(ms), Deviation:0.861\nCorpus Json Serialize: [Shipping] Bandwidth: 97.532(MB/s), Mean: 56.560(ms), Median:55.786(ms), Deviation:1.930\nCorpus MsgPack Deserialize: [Shipping] Bandwidth: 89.347(MB/s), Mean: 58.498(ms), Median:58.339(ms), Deviation:0.573\nCorpus MsgPack Serialize: [Shipping] Bandwidth: 79.530(MB/s), Mean: 65.719(ms), Median:65.457(ms), Deviation:0.867 Canada Json Deserialize: [Shipping] Bandwidth: 59.257(MB/s), Mean: 36.228(ms), Median:36.029(ms), Deviation:0.490\nCanada Json Serialize: [Shipping] Bandwidth: 47.083(MB/s), Mean: 45.596(ms), Median:44.961(ms), Deviation:1.563\nCanada MsgPack Serialize: [Shipping] Bandwidth: 101.112(MB/s), Mean: 5.778(ms), Median:5.764(ms), Deviation:0.060\nCanada MsgPack Deserialize: [Shipping] Bandwidth: 89.467(MB/s), Mean: 6.530(ms), Median:6.513(ms), Deviation:0.094 On a AMD Ryzen 9 5950X 16-Core Processor 3.40 GHz: Corpus Json Deserialize: [Shipping] Bandwidth: 98.890(MB/s), Mean: 55.784(ms), Median:55.486(ms), Deviation:0.856\nCorpus Json Serialize: [Shipping] Bandwidth: 107.389(MB/s), Mean: 51.369(ms), Median:51.046(ms), Deviation:1.531\nCorpus MsgPack Deserialize: [Shipping] Bandwidth: 112.146(MB/s), Mean: 46.606(ms), Median:46.521(ms), Deviation:0.213\nCorpus MsgPack Serialize: [Shipping] Bandwidth: 98.295(MB/s), Mean: 53.173(ms), Median:52.951(ms), Deviation:1.065 Canada Json Deserialize: [Shipping] Bandwidth: 72.858(MB/s), Mean: 29.465(ms), Median:29.238(ms), Deviation:0.802\nCanada Json Serialize: [Shipping] Bandwidth: 57.586(MB/s), Mean: 37.279(ms), Median:37.363(ms), Deviation:0.640\nCanada MsgPack Serialize: [Shipping] Bandwidth: 126.463(MB/s), Mean: 4.620(ms), Median:4.548(ms), Deviation:0.233\nCanada MsgPack Deserialize: [Shipping] Bandwidth: 103.348(MB/s), Mean: 5.653(ms), Median:5.649(ms), Deviation:0.020 Some insights on the results: Benchmark in Shipping build configuration, otherwise it doesn't make much sense. Recall that runtime performance isn't our top priority . We opted for a classic inheritance based API for FDcReader/FDcWriter which means that each read/write step result in a virtual dispatch. This by design would result in mediocre performance metrics. The bandwidth should be in the range of 10~100(MB/s) on common PC setup, no matter how simple the format is. MsgPack and JSON has similar bandwidth numbers in the benchmark. However MsgPack has far more tight layout when dealing with numeric data. Note in the Canada fixture MsgPack only takes around 10ms, as this fixture is mostly float number coordinates.","breadcrumbs":"Advanced » Benchmark » Benchmark","id":"82","title":"Benchmark"},"83":{"body":"There're some recurring patterns when writing handlers in DataConfig.","breadcrumbs":"Advanced » Writing Handlers » Tips for writing handlers","id":"83","title":"Tips for writing handlers"},"84":{"body":"When deserializing a container like USTRUCT root or TArray you'll need to recursively deserialize children properties. This is wrapped in a single function call: // DataConfigCore/Private/DataConfig/Deserialize/Handlers/Json/DcJsonStructDeserializers.cpp\nDC_TRY(DcDeserializeUtils::RecursiveDeserialize(Ctx)); Internally it would push writer's next property into FDcDeserializeContext::Properties to satisfiy the invariant that FDcDeserializeContext::TopProperty() always points to the current writing property. It would also clear up the top property on return. Another example is how we pipe deserialize a TMap<>. When at key and value position we simply call this method 2 times: // DataConfigCore/Private/DataConfig/Deserialize/Handlers/Property/DcPropertyPipeDeserializers.cpp\nDC_TRY(Ctx.Reader->ReadMapRoot());\nDC_TRY(Ctx.Writer->WriteMapRoot()); EDcDataEntry CurPeek;\nwhile (true)\n{ DC_TRY(Ctx.Reader->PeekRead(&CurPeek)); if (CurPeek == EDcDataEntry::MapEnd) break; DC_TRY(DcDeserializeUtils::RecursiveDeserialize(Ctx)); DC_TRY(DcDeserializeUtils::RecursiveDeserialize(Ctx));\n} DC_TRY(Ctx.Reader->ReadMapEnd());\nDC_TRY(Ctx.Writer->WriteMapEnd());","breadcrumbs":"Advanced » Writing Handlers » Recursive Deserialize","id":"84","title":"Recursive Deserialize"},"85":{"body":"Sometimes deserialization will create new UObject along the way. In this case you'll need to fill in FDcDeserializeContext::Objects so the top one is used for NewObject() calls. For transient objecst you can use GetTransientPackage(): // DataConfigTests/Private/DcTestDeserialize.cpp\nCtx.Objects.Push(GetTransientPackage());","breadcrumbs":"Advanced » Writing Handlers » Provide TopObject()","id":"85","title":"Provide TopObject()"},"86":{"body":"Sometimes you want to peek the content of the next entry. For example in DcExtra::HandlerBPDcAnyStructDeserialize() we're dealing with a JSON like this: // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Deserialize/DcDeserializeBPClass.cpp\n{ \"AnyStructField1\" : { \"$type\" : \"/DataConfig/DcFixture/DcTestBlueprintStructWithColor\", \"NameField\" : \"Foo\", //... }\n} We want to consume the $type key and its value, and then delegate the logic back to the deserializer. The solution here is first to consume the pair. Then we put back a { then replace the reader: // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Deserialize/DcDeserializeBPClass.cpp\nFDcPutbackReader PutbackReader(Ctx.Reader);\nPutbackReader.Putback(EDcDataEntry::MapRoot);\nTDcStoreThenReset<FDcReader*> RestoreReader(Ctx.Reader, &PutbackReader); FDcScopedProperty ScopedValueProperty(Ctx);\nDC_TRY(ScopedValueProperty.PushProperty());\nDC_TRY(Ctx.Deserializer->Deserialize(Ctx)); Beware that Putback only support a limited subset of data types.","breadcrumbs":"Advanced » Writing Handlers » Peek By Value","id":"86","title":"Peek By Value"},"87":{"body":"Readers implements FDcReader::Coercion() which can be used to query if the next value can be coerced into other types. Here's an example of reading a JSON number as string: // DataConfigTests/Private/DcTestBlurb2.cpp\nFDcJsonReader Reader(TEXT(R\"( 1.234567\n)\")); // check coercion\n// note this is a query and doesn't affect reading at all\nbool bCanCoerceToStr;\nDC_TRY(Reader.Coercion(EDcDataEntry::String, &bCanCoerceToStr));\ncheck(bCanCoerceToStr); // read number token as stjring\n// note here we skipped parsing the number to float\nFString NumStr;\nDC_TRY(Reader.ReadString(&NumStr)); check(NumStr == TEXT(\"1.234567\"));\nreturn DcOk(); What's cool here is that FDcJsonReader does parsing at the ReadFloat() callsite. So when doing coercion above it actually skipped string to float parsing. Here's a table of all existing coercion rules: Reader From Type To Type FDcPropertyReader Array Blob StructRoot Blob FDcJsonReader Double String Double Int8/Int16/Int32/Int64UInt8/Uint16/UInt32/Uint64Float String Name/Text FDcMsgPackReader String Name/Text Some caveats regarding coercion: When reading from JSON/MsgPack string can be read as Name/Text for convenient. When reading from Property, Array/Struct can be read as a FDcBlobViewData which directly points to the memory span.","breadcrumbs":"Advanced » Writing Handlers » Coercion","id":"87","title":"Coercion"},"88":{"body":"Sometimes you just want to deserialize something into an TArray/TMap/TSet. Then you'll realize that you don't have something corresponding to StaticClass()/StaticStruct() as root to pass to DataConfig. // DataConfigTests/Private/DcTestBlurb2.cpp\nFString Fixture = TEXT(\"[1,2,3,4,5]\");\nTArray<int> Arr; Turns out you can create adhoc FProperty without USTRUCT/UCLASS parents and use them just fine. In DataConfig we've provided DcPropertyUtils::FDcPropertyBuilder to ease this use case. DcPropertyUtils.h // DataConfigTests/Private/DcTestBlurb2.cpp\n// create int array property\nusing namespace DcPropertyUtils;\nauto ArrProp = FDcPropertyBuilder::Array( FDcPropertyBuilder::Int() ).LinkOnScope(); FDcJsonReader Reader{Fixture};\nDC_TRY(DcAutomationUtils::DeserializeFrom(&Reader, FDcPropertyDatum(ArrProp.Get(), &Arr))); // validate results\ncheck(Arr.Num() == 5);\ncheck(Arr[4] == 5); Note that FDcPropertyBuilder would create a heap allocated FProperty and LinkOnScope() returns a TUniquePtr. You might want to cache the properties if used repeatedly.","breadcrumbs":"Advanced » Non Class/Struct Root » Non Class/Struct Root","id":"88","title":"Non Class/Struct Root"},"89":{"body":"Some DataConfig behaviors take advantage of property metadata . For example the default DcSkip metadata let DataConfig ignore marked property: // DataConfigTests/Private/DcTestProperty3.h\nUPROPERTY(meta = (DcSkip)) int SkipField1; However the metadata would be stripped in packaged builds and FProperty::GetMetaData/HasMetaData() set of methods would be gone. The state is roughly like this: In packaged builds there's no metadata C++ methods nor any data. Program targets can choose whether to keep metadata methods by setting bBuildWithEditorOnlyData in Target.cs. This toggles macro WITH_EDITORONLY_DATA. However the actual metadata would not be auto loaded. In editor metadata works as intended. In release 1.4.1 we fixed compilation on !WITH_EDITORONLY_DATA. This would allow you to include DataConfigCore as a runtime module and ship it with your project. This is an intended and supported use case. However with no metadata some default DataConfig behaviors would be different: All builtin metas (DcSkip/DcMsgPackBlob) are ignored. Bitflag enums (UENUM(meta = (Bitflags))) are ignored. All enums are now treated as scalar. The good news is that you can workaround this by writing custom serialization handlers . For example for bitflag enums: Name your bitflag enums with a prefix like EFlagBar and check for it in predicates. Collect a list of bitflag enum names and test for it in predicates. On serializing PeekRead for next data entry. If it's a ArrayRoot then treat it as a bitflag enum. Note that you should be able to implement these without modifying DataConfigCore code.","breadcrumbs":"Advanced » No MetaData » No MetaData","id":"89","title":"No MetaData"},"9":{"body":"DataConfig now uses separated uplugin files for UE4 and UE5 so that we can try out new features in UE5 without dropping support for UE4. We bundled scripts to generate clean plugins for UE4 and UE5. You can also find these on DataConfig releases page. git clone https://github.com/slowburn-dev/DataConfig\n# requires python 3.6+\npython ./DataConfig/Misc/Scripts/make_dataconfig_ue4.py\npython ./DataConfig/Misc/Scripts/make_dataconfig_ue5.py","breadcrumbs":"Integration » Generate DataConfig Plugin for UE4/UE5","id":"9","title":"Generate DataConfig Plugin for UE4/UE5"},"90":{"body":"One thing we find that's really important when maintaining DataConfig across multiple UE versions, is that proper automation is a must. On this page we document how to run the bundled automation tests. Note that all instructions shown here are using Windows with a Cmd shell. You'll need to adapt to your system setup.","breadcrumbs":"Advanced » Automation » Automation","id":"90","title":"Automation"},"91":{"body":"We provide a standalone, command target that runs tests on core, non editor DataConfig features. This requires a source build to work , that means downloaded dists from Epic Launcher can not build this target. Get a copy of Unreal Engine source code. Also checkout DataConfig supported UE versions . Run ./GenerateProjectFiles.bat under Unreal Engine root. Note that you don't need to build the editor. This step would build UnrealBuildTool which is enough for the headless target to work. Get a copy of DataConfig repository . At the folder where DataConfig.uplugin and DataConfig4.uplugin resides: # UE5\n<PathToUE5SourceBuild>/Engine/Binaries/DotNET/UnrealBuildTool/UnrealBuildTool.exe -project=\"%CD%/DataConfig.uplugin\" DataConfigHeadless Win64 Debug # UE4\n<PathToUE4SourceBuild>/Engine/Binaries/DotNET/UnrealBuildTool.exe -project=\"%CD%/DataConfig4.uplugin\" DataConfigHeadless Win64 Debug Note how UE4/5 uses DataConfig4.uplugin/DataConfig.uplugin respectively. Run the headless target binary: %CD%/Binaries/Win64/DataConfigHeadless-Win64-Debug.exe A success run looks like this: LogDataConfigCore: Display: UE Version: 5.1.0, DataConfigCore Version: 1.4.0, 10400\nLogDataConfigCore: Display: Filters: DataConfig.\n- OK | DataConfig.Core.Property.StackScalarRoots\n- OK | DataConfig.Extra.SerDe.Base64\n.......\n- OK | DataConfig.Extra.InlineStructUsage\n- OK | DataConfig.Core.Property.Primitive1\nRun: 122, Success: 122, Fail: 0","breadcrumbs":"Advanced » Automation » DataConfigHeadless","id":"91","title":"DataConfigHeadless"},"92":{"body":"DataConfigHeadless accepts command line arguments as filters. The benchmarks runs slower are skipped by default. You can build and run the benchmarks with the commands below: # remember to build in Shipping\n<PathToUE5SourceBuild>/Engine/Binaries/DotNET/UnrealBuildTool/UnrealBuildTool.exe -project=\"%CD%/DataConfig.uplugin\" DataConfigHeadless Win64 Shipping\n%CD%/Binaries/Win64/DataConfigHeadless-Win64-Shipping.exe DataConfigBenchmark","breadcrumbs":"Advanced » Automation » Running the benchmarks","id":"92","title":"Running the benchmarks"},"93":{"body":"UE officially support cross compiling for linux and distribute toolchains on its website. Here we demonstrate how to build the headless target for Linux and run it under WSL2. Setup WSL2 following this guide . You should get the latest LTS Ubuntu. Run wsl lsb_release -ir to validate it's working. > wsl lsb_release -ir\nDistributor ID: Ubuntu\nRelease: 22.04 Install UE cross compile toolchain. Grab the installer and install on your machine. Cross-compile toolchain for UE4 Cross-compile toolchain for UE5 Note that each UE version matches a different toolchain. You can download and install multiple toolchains and select which to use at build time through environment variable. Build the headless target for Linux. # UE5.1\nset LINUX_MULTIARCH_ROOT=<PathToToolchains>/v20_clang-13.0.1-centos7\n<PathToUE5SourceBuild>/Engine/Binaries/DotNET/UnrealBuildTool/UnrealBuildTool.exe -project=\"%CD%/DataConfig.uplugin\" DataConfigHeadless Linux Debug # UE4\nset LINUX_MULTIARCH_ROOT=<PathToToolchains>/v19_clang-11.0.1-centos7\n<PathToUE4SourceBuild>/Engine/Binaries/DotNET/UnrealBuildTool.exe -project=\"%CD%/DataConfig4.uplugin\" DataConfigHeadless Linux Debug Run the headless target through WSL. wsl ./Binaries/Linux/DataConfigHeadless-Linux-Debug A success run looks like this: Using Mimalloc.\nLogInit: Build: ++UE5+Release-5.1-CL-0\nLogInit: Engine Version: 5.1.0-0+++UE5+Release-5.1\nLogInit: Compatible Engine Version: 5.1.0-0+++UE5+Release-5.1\nLogInit: OS: Ubuntu 22.04.1 LTS (5.10.102.1-microsoft-standard-WSL2)\n.......\nLogDataConfigCore: Display: UE Version: 5.1.0, DataConfigCore Version: 1.4.0, 10400\nLogDataConfigCore: Display: Filters: DataConfig.\n- OK | DataConfig.Core.MsgPack.TestSuite\n- OK | DataConfig.Core.Property.Blob2\n.......\n- OK | DataConfig.Core.Serialize.ObjectRef\n- OK | DataConfig.Core.MsgPack.Extension\nRun: 122, Success: 122, Fail: 0\nLogCore: Engine exit requested (reason: DataConfigHeadless Main Exit)\nLogExit: Preparing to exit.\nLogExit: Object subsystem successfully closed.\nLogExit: Exiting.","breadcrumbs":"Advanced » Automation » Build and run Linux target with WSL2","id":"93","title":"Build and run Linux target with WSL2"},"94":{"body":"DataConfigHeadless is a Program target that does not depend on Engine and UnrealEd module. It get faster compile and iteration time, but losing functionality to touch any gameplay and editor code. With the editor target we have a DcCoreTestsCommandlet that can be run through the commandline editor target. On top of that this works with pre-built editor downloaded from Epic Launcher. Integrate DataConfig plugin into your project. You can also find a clean project bundled at Misc/Project . Build the editor target. You can do it in Visual Studio or with commands below: # UE5\n# build\n<PathToUE5>/Engine/Binaries/DotNET/UnrealBuildTool/UnrealBuildTool.exe DcProjectEditor Win64 Development %CD%/DcProject5.uproject -NoHotReload -NoEngineChanges\n# run commandlet\n<PathToUE5>/Engine/Binaries/Win64/UnrealEditor-Cmd.exe %CD%/DcProject5.uproject DataConfigEditorExtra.DcCoreTestsCommandlet # UE4\n# build\n<PathToUE4>/Engine/Binaries/DotNET/UnrealBuildTool.exe DcProjectEditor Win64 Development %CD%/DcProject4.uproject -NoHotReload -NoEngineChanges\n# run commandlet\n<PathToUE4>/Engine/Binaries/Win64/UE4Editor-Cmd.exe %CD%/DcProject4.uproject DataConfigEditorExtra.DcCoreTestsCommandlet A success run looks like this: [2022.10.25-14.33.52:893][ 0]LogTextureFormatETC2: Display: ETC2 Texture loading DLL: TextureConverter.dll [2022.10.25-14.33.52:903][ 0]LogTargetPlatformManager: Display: Loaded TargetPlatform 'Android' [2022.10.25-14.33.52:903][ 0]LogTargetPlatformManager: Display: Loaded TargetPlatform 'Android_ASTC' [2022.10.25-14.33.52:903][ 0]LogTargetPlatformManager: Display: Loaded TargetPlatform 'Android_DXT' ....... [2022.10.25-14.39.30:999][ 0]LogDataConfigCore: Display: Filters: DataConfig. - OK | DataConfig.Core.RoundTrip.MsgPack_Persistent_StringSoftLazy - OK | DataConfig.EditorExtra.GameplayEffect ....... - OK | DataConfig.Core.Property.PropertyBuilder3 - OK | DataConfig.EditorExtra.BPObjectInstance Run: 129, Success: 129, Fail: 0","breadcrumbs":"Advanced » Automation » DcCoreTestsCommandlet","id":"94","title":"DcCoreTestsCommandlet"},"95":{"body":"Lastly you can run and debug automation tests from the editor . It's the most conventional way to run automation and is well supported in DataConfig. Integration-DataConfigAutomations","breadcrumbs":"Advanced » Automation » Running automation in the editor","id":"95","title":"Running automation in the editor"},"96":{"body":"DataConfig is committed to support multiple UE versions with no deprecations and warnings. On this page we'll document important upgrade and migration info.","breadcrumbs":"Advanced » UE Upgrades » Unreal Engine Upgrades","id":"96","title":"Unreal Engine Upgrades"},"97":{"body":"TIsSame is deprecated over std::is_same. In Build.cs bEnforceIWYU is changed to enum IWYUSupport.","breadcrumbs":"Advanced » UE Upgrades » UE5.2","id":"97","title":"UE5.2"},"98":{"body":"UE5.1 deprecates ANY_PACKAGE in favor of a new method FindFirstObject. In DataConfig we provided DcSerdeUtils::FindFirstObject which calls FindObject(ANY_PACKAGE) pre 5.1 and calls FindFirstObject() for 5.1 and onwards.","breadcrumbs":"Advanced » UE Upgrades » UE5.1","id":"98","title":"UE5.1"},"99":{"body":"New TObjectPtr to replace raw UObject pointers. Turns out this is mostly handled within the engine and is transparent to DataConfig. New property types FObjectPtrProperty and FClassPtrProperty are added. They're handled the same as FObjectProperty and FClassProperty respectively. FVector now is 3 doubles, and Real data type in Blueprint now is also double. This is also mostly transparent to DataConfig. FScriptArrayHelperAccess size changes with a added uint32 ElementAlignment. TStringBuilderWithBuffer API changes. At call sites we now do Sb << TCHAR('\\n') instead of Sb.Append(TCHAR('\\n')) .","breadcrumbs":"Advanced » UE Upgrades » 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framework for Unreal Engine that just works! DataConfig is a serialization framework built on top of Unreal Engine's Property System. It aims to be friendly and robust while offering good performance. Notably features: Out of the box JSON/MsgPack read write. Full support for UPROPERTY()/UCLASS()/USTRUCT()/UENUM(). Pull/Push style API for verbatim data access and lossless type information. Designed as a collection of tools that can be easily extended to support other formats.","breadcrumbs":"Intro » DataConfig Book","id":"0","title":"DataConfig Book"},"1":{"body":"Get the code on github . See Examples for code examples. See Integration for quick integration guide. See Design for more context about the project. See Extra for more advanced usages. See Changes for versioning history. There's also DataConfig JSON Asset on UE Marketplace. It's a premium plugin for importing JSON to UE data assets.","breadcrumbs":"Intro » Getting Started","id":"1","title":"Getting Started"},"10":{"body":"Get a copy of DataConfig repository . Then copy ./DataConfig (where DataConfig.uplugin is located) into your project's Plugins directory. Delete DataConfig4.uplugin. Delete DataConfig/Source/DataConfigHeadless folder. This step is crucial or you your project won't build .","breadcrumbs":"Integration » Manual Steps for UE5","id":"10","title":"Manual Steps for UE5"},"100":{"body":"The oldest version DataConfig supports is UE 4.25, in which it introduces a major refactor that changes UProperty to FProperty. We intended to support UE4 in the foreseeable future, especially when we now have separated uplugin for UE4 and UE5.","breadcrumbs":"Advanced » UE Upgrades » UE4","id":"100","title":"UE4"},"101":{"body":"All notable changes to this project will be documented in this file.","breadcrumbs":"Changes » Changes","id":"101","title":"Changes"},"102":{"body":"Fix compilation on !WITH_EDITORONLY_DATA. See No MetaData . Initial UE 5.2 support.","breadcrumbs":"Changes » 1.4.1 - 2023-2-15","id":"102","title":"1.4.1 - 2023-2-15"},"103":{"body":"Checkout blog post \"DataConfig 1.4 Released with UE 5.1 Support\" . NEW Support for UE 5.1. See UE version upgrade . NEW Extra samples and docs. Advanced - Automation Extra - InstancedStruct Configuring with FPropertyConfig Writing Handlers - Coercion CHANGE Use separated uplugin for UE4 and UE5. See Integration FIX Core changes and fixes: Fail when FPropertyWriter::WriteObjectReference() takes nullptr. See test: DataConfig.Core.Property.DiagNullObject Additional check for class mismatch for default object deserialize handlers. See test: DataConfig.Core.Deserialize.DiagObjectClassMismatch","breadcrumbs":"Changes » 1.4.0 - 2022-11-17","id":"103","title":"1.4.0 - 2022-11-17"},"104":{"body":"Checkout blog post \"DataConfig Core and JSON Asset 1.3 Release\" . CHANGE Property reader/writer improvement and fixes Allow reading Array/Set/Map and native array like int arr[5] as root. See: Non Class/Struct Root Expand property with ArrayDim > 1 as array. See: Property Performance improvement by caching FScript/Array/SetHelper NEW Extra samples: Dump Asset To Log Deserialize From SQLite Query Inline Struct FIX Core changes and fixes: Fix stale enum property fields serialization crash. Fix TSet/TMap serialization crashes. Fix soft object/class reference serialize to nil when it's not loaded. Fix pipe property class/object handlers. Fix TObjectPtr<> serialialzation and deserialization. Fix PeekReadDataPtr on class property. Removed FScopedStackedReader/FScopedStackedWriter usage. Fix HeuristicVerifyPointer diagnostic. Fix DC_TRY shadowing variable Ret. JSON now support non string keyed TMap<> as [{ \"$key\": <foo>, \"$value\": <bar> }]. See: JSON - Map Fix DcPropertyUtils::DcIsSubObjectProperty() Now it only checks for CPF_InstancedReference. Update screenshots to UE5. Note that DataConfig still supports from 4.25 and onwards . Update Property docs.","breadcrumbs":"Changes » 1.3.0 - 2022-6-20","id":"104","title":"1.3.0 - 2022-6-20"},"105":{"body":"Support for UE 5.0.0 Add DebugGetRealPropertyValue for double BP fields.","breadcrumbs":"Changes » 1.2.2 - 2022-4-5","id":"105","title":"1.2.2 - 2022-4-5"},"106":{"body":"Support for UE5 Preview 1 . FIX Compile fixes for examples on UE 4.25. FIX UE 4.25/4.26 editor extra BP serde automation test fixes. FIX FDcAnsiJsonWriter writes non ascii char to ? when string contains escaping characters. FDcJsonWriter was unaffected. This only happens to the ansi char writer and only when input has escapes like \\t.","breadcrumbs":"Changes » 1.2.1 - 2022-2-23","id":"106","title":"1.2.1 - 2022-2-23"},"107":{"body":"Checkout blog post \"Introducing DataConfig 1.2\" . NEW Serializer. Previously we only have deserializers. Serializer API mirrors deserializers. Builtin serialization and deserialization handlers are all roundtrip-able. DcDiagnosticDeserialize -> DcDiagnosticSerDe for sharing diagnostics. DcDeserializeUtils -> DcSerDeUtils for sharing code. NEW MsgPack reader and writer. Full spec implemented, minus the \"Timestamp extension type\". Integrate and passes kawanet/msgpack-test-suite . NEW JSON writer. With WIDECHAR/ANSICHAR specialization as JSON Reader. Accept config to output pretty or condensed output. NEW Builtin metas. DcSkip - skip marked fields DcMsgPackBlob - marked TArray<>/Struct would be read as blob by MsgPack SerDe CHANGE Core type changes. FDcReader/FDcWriter changes. FDcStruct/ClassStat renamed to FDcStruct/ClassAccess. ReadStruct/ClassRoot() renamed to ReadStruct/ClassRootAccess. AddReadStruct/ClassRoot() that takes no argument for common use cases. FDcReader::Coercion() now returns a FDcResult [Read/Write]Soft[Object/Class]Reference takes FSoftObjectPtr. RTTI with GetId() and CastById() FDcSerializer/FDcDeserializer changes. DcDiagnosticDeserialize -> DcDiagnosticSerDe for sharing diagnostics. DcDeserializeUtils -> DcSerDeUtils for sharing code. Add handlers to read/write Soft/Lazy references as is, without loading the object. Implicit call Properties.Push() before context Prepare(). Removed FDcScopedProperty in favor of DcDeserializeUtils::RecursiveDeserialize() it's more concise. FDcPropertyReader/FDcPropertyWriter changes. When reading class object keys any one with $ will be ignored. previously only allow $type, $path. note that struct by default don't check for these. It's trivia to add the logic if you want to. Add FDcPropertyReader::PeekReadDataPtr matches with PeekProperty FDcJsonReader changes. Remove object key length limit, which was 2048 and it's incorrect. Though FName is capped at 1024, which is a Unreal Engine limit. Fix ReadName() which previously would fail. Fix quoted string parsing/escaping in ParseQuotedString Add EDcDataEntry::Extension. Add FDcPropertyDatum template constructor to directly construct one from a FSturct*. FPrettyPrintWriter now print blobs with hash, previously it's pointer value. DcAutomationUtils::SerializeIntoJson/DeserializeIntoJson -> SerializeInto/DeserializeFrom as we're supporting other formats. Add HeuristicVerifyPointer to check common magic invalid pointers. Misc fixes and QOL improvements. Fixed linux build. Now the headless program target cross compiles and runs under wsl. Serializer/Deserializer now also report diagnostics. Better Json reader diagnostic formatting. Now it clamps long lines properly. Add DataConfigEditorExtra.DcCoreTestsCommandlet as tests runner. Add performance benchmark. Restructured DataConfig book for topics on serializer and MsgPack.","breadcrumbs":"Changes » 1.2.0 - 2022-1-26","id":"107","title":"1.2.0 - 2022-1-26"},"108":{"body":"Support for UE 4.27. Support for UE 5.","breadcrumbs":"Changes » 1.1.1 - 2021-10-6","id":"108","title":"1.1.1 - 2021-10-6"},"109":{"body":"Integrate nst/JSONTestSuite . Now DcJSONParser pass most of them. Skipped tests are also documented. FDcAnsiJsonReader now detect and convert non ASCII UTF8 characters. Previously these characters are dropped. Headless test runner pass along parameters to tests, for example DataConfigHeadless-Win64-Debug.exe Parsing -- n_array_just_minus","breadcrumbs":"Changes » 1.1.0 - 2021-4-24","id":"109","title":"1.1.0 - 2021-4-24"},"11":{"body":"Get a copy of the repository . Then copy ./DataConfig (where DataConfig.uplugin is located) into your project's Plugins directory. Delete DataConfig.uplugin, then rename DataConfig4.uplugin to DataConfig.uplugin. Delete DataConfig/Source/DataConfigHeadless folder. This step is crucial or you your project won't build . Additionally delete UE5 specific modules. DataConfig/Source/DataConfigEditorExtra5","breadcrumbs":"Integration » Manual Steps for UE4","id":"11","title":"Manual Steps for UE4"},"110":{"body":"DataConfig is released under MIT License . MIT License Copyright (c) 2021-2023 Chen Tao Permission is hereby granted, free of charge, to any person obtaining a copy\nof this software and associated documentation files (the \"Software\"), to deal\nin the Software without restriction, including without limitation the rights\nto use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Software, and to permit persons to whom the Software is\nfurnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all\ncopies or substantial portions of the Software. THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\nIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\nFITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\nAUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\nLIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\nOUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\nSOFTWARE.","breadcrumbs":"License » License","id":"110","title":"License"},"111":{"body":"If you find DataConfig useful in your project, consider credit us in your project with the full license above or the shorter snippets below. DataConfig <https//slowburn.dev/dataconfig>\nMIT License, Copyright (c) 2021-2023 Chen Tao There's also DataConfig JSON Asset on UE Marketplace. It's a premium plugin for importing JSON to UE data assets. You can reach us by email to hislowburn@gmail.com or on twitter @slowburndev . We'll setup a section showcasing projects using DataConfig in the future.","breadcrumbs":"License » Attribution","id":"111","title":"Attribution"},"12":{"body":"Follow these steps to ensure DataConfig is properly integrated into your project. Restart your project. There should be a prompt to compile plugin sources. Confirm and wait until your project launches. Then open Settings -> Plugins you should see Data Config listed under Project Editor category. Integration-DataConfigPlugin The plugin comes with a set of tests. Open menu Window -> Developer Tools -> Session Frontend. Find and run the DataConfig tests and it should all pass. Integration-DataConfigAutomations","breadcrumbs":"Integration » Validate integration","id":"12","title":"Validate integration"},"13":{"body":"DataConfig is packed into a plugin to bundle automation tests with a few assets. You're encouraged to integrate only the DataConfigCore module. It contains all core features with minimal dependencies. Most projects should has a editor module already setup. In this section we'll go through the steps of integrating DataConfigCore and build it with the project's FooProjectEditor module. Get a copy of this repository. Then copy DataConfig/Source/DataConfigCore into your project's Source directory. Edit FooProjectEditor.Build.cs add add DataConfigCore as an extra module: using UnrealBuildTool; public class FooProjectEditor : ModuleRules\n{ public FooProjectEditor(ReadOnlyTargetRules Target) : base(Target) { PublicDependencyModuleNames.AddRange(new string[] { //... \"DataConfigCore\",\t// <- add this }); }\n} DataConfig needs to be explicitly initialized before use. Find FooProjectEditor module's start up and shut down methods and setup DataConfig accordingly. #include \"DataConfig/DcEnv.h\"\n#include \"DataConfig/Automation/DcAutomationUtils.h\" void FFooProjectEditorModule::StartupModule()\n{ // ... DcStartUp(EDcInitializeAction::SetAsConsole); // dump a FVector to try it out FVector Vec(1.0f, 2.0f, 3.0f); FDcPropertyDatum VecDatum(TBaseStructure<FVector>::Get(), &Vec); DcAutomationUtils::DumpToLog(VecDatum);\n} void FFooProjectEditorModule::ShutdownModule()\n{ // ... DcShutDown();\n} Rebuild the project and restart the editor. Open Output Log and you should be able to find the dump results (to filter use Categories -> None ). Integration-DataConfigCoreOutput You can refer to Module Setup for more detailed integration instructions.","breadcrumbs":"Integration » Integrate DataConfigCore Module","id":"13","title":"Integrate DataConfigCore Module"},"14":{"body":"This page documents the overall design, goals and reasoning around DataConfig.","breadcrumbs":"Design » Design","id":"14","title":"Design"},"15":{"body":"At the time we started this project we were looking for a JSON parser that: Supports a relaxed JSON spec, i.e. comment and trailing comma. Supports custom deserialization logic, i.e. deserializes FColor from #RRGGBBAA. Supports UE instanced sub objects and polymorphism. Ultimately we implemented all these in DataConfig. We also tried not to limit this to be a JSON parser but to provide a set of tools for reading-from and writing-to the property system. If you are an Unreal Engine C++ developers that: Looking for alternative JSON reader/writer. Looking for MsgPack serializer. Looking for a textual configuration format. Thinking of implementing custom textual/binary format. Write code that deals with FProperty on a daily bases. You should try DataConfig and it's highly likely DataConfig will fit into your solution.","breadcrumbs":"Design » Rationale","id":"15","title":"Rationale"},"16":{"body":"Deliver as a quality C++ source library. DataConfig should ship with no UI nor tooling code. Users are expected to integrate only DataConfigCore as a source module. We intentionally limit the scope of DataConfig to a \"C++ Library\". Our users should be proficient UE C++ programmers. DataConfig should ship with good testing and documentation coverage. DataConfig follows idiomatic UE C++ conventions and has no external dependencies. DataConfigCore depends only on Core and CoreUObject and can be used in standalone Program targets. DataConfig API are UObject free and stack friendly. Built-in features serve as examples and sensible defaults. Users are expected to write on their own Reader/Writer/Handlers. Runtime performance is not our top priority. We expect users to use DataConfig in an offline, editor only scenario. In this use case we favor some other aspects over runtime performance: Idiomatic. We follow Unreal Engine C++ coding conventions and keep core dependency to only Core and CoreUObject. Friendly. When processing invalid data and invalid API usage DataConfig should not crash. It should fail explicitly with detailed context and diagnostics. Small code size / fast compile time. DataConfig tries not to expose template API. TDcJsonReader is explicit instantiated with its definition in private files. Light memory footprint. Our JSON parser does stream parsing and would not construct the loaded JSON document in memory at all. Works with whatever property system supports. The idea is that DataConfig supports everything that can be tagged with UCLASS/USTRUCT/UPROPERTY/UENUM macros, which covers the full data model of the property system. Fields such as weak object reference and delegates doesn't make much sense to be serialized into textual format. However it turns out supporting the full data model makes it suitable to some other tasks like debug dump and in-memory data wrangling. This also means that DataConfig focuses only on reading from and writing into C++ data structures. For example we do not have a DOM or object like API for JSON at all. The only use case DataConfig supports is to deserialize from JSON into native C++ objects.","breadcrumbs":"Design » Manifesto","id":"16","title":"Manifesto"},"17":{"body":"References serde.rs on API and the SerDe acronym. References FullSerializer and OdinSerializer on API. JSON parser/writer implementation and test cases references JSON for Modern C++ and RapidJson . Integrated nst/JSONTestSuite . Integrated kawanet/msgpack-test-suite .","breadcrumbs":"Design » Acknowledgement","id":"17","title":"Acknowledgement"},"18":{"body":"This section contains doc for programming DataConfig APIs.","breadcrumbs":"Programming » Programming Guides","id":"18","title":"Programming Guides"},"19":{"body":"Conceptually the DataConfig data model is defined by 3 C++ types: EDcDataEntry - enum covers every possible data type. FDcReader - methods to read from the data model. FDcWriter - methods to write into the data model. And that's it. The obvious missing thing is a DOM like object that you can random access and serialize into - we choose to not implement that and it's crucial to understand this to get to know how DataConfig works.","breadcrumbs":"Programming » Data Model » DataConfig Data Model","id":"19","title":"DataConfig Data Model"},"2":{"body":"DataConfig is released under free and permissive MIT license. We'd really appreciate to credit us if you find it useful. See License for details.","breadcrumbs":"Intro » License","id":"2","title":"License"},"20":{"body":"The enum covers all possible types: // DataConfigCore/Public/DataConfig/DcTypes.h\nUENUM()\nenum class EDcDataEntry : uint16\n{ Nil, Bool, Name, String, Text, Enum, Float, Double, Int8, Int16, Int32, Int64, UInt8, UInt16, UInt32, UInt64, //\tStruct StructRoot, StructEnd, //\tClass ClassRoot, ClassEnd, //\tMap MapRoot, MapEnd, //\tArray ArrayRoot, ArrayEnd, //\tSet, SetRoot, SetEnd, //\tReference ObjectReference, ClassReference, WeakObjectReference, LazyObjectReference, SoftObjectReference, SoftClassReference, InterfaceReference, //\tDelegates Delegate, MulticastInlineDelegate, MulticastSparseDelegate, //\tField FieldPath, //\tExtra Blob, //\tExtension Extension, //\tEnd Ended,\n}; Most enumerators directly maps to a FProperty type: EDcDataEntry::Bool - FBoolProperty EDcDataEntry::Name - FNameProperty EDcDataEntry::String - FStrProperty EDcDataEntry::ArrayRoot/ArrayEnd- FArrayProperty It should've covered all possible FProperty types. There're some additions that has no direct FProperty mapping: EDcDataEntry::Nil - It's maps null in JSON, and it's also used to explicitly represent null object reference. EDcDataEntry::Ended - It's a phony type that is returned when there's no more data or reader/writer is in a invalid state. EDcDataEntry::Blob - It's an extension to allow direct memory read/write from given fields. EDcDataEntry::Extension - It's an extension that allows additional data formats. MsgPack reader/writer uses this to support its extension data types.","breadcrumbs":"Programming » Data Model » EDcDataEntry","id":"20","title":"EDcDataEntry"},"21":{"body":"FDcReader is the one and only way to read from DataConfig data model. For every enumerator in EDcDataEntry there's a member method on FDcReader to from it. Here we set up a simple struct trying out the reader methods: // DataConfigTests/Private/DcTestBlurb.h\nUSTRUCT()\nstruct FDcTestExampleSimple\n{ GENERATED_BODY() UPROPERTY() FString StrField; UPROPERTY() int IntField;\n}; // DataConfigTests/Private/DcTestBlurb.cpp\nFDcTestExampleSimple SimpleStruct;\nSimpleStruct.StrField = TEXT(\"Foo Str\");\nSimpleStruct.IntField = 253; Since we know exactly how the FDcTestExampleSimple looks like we can manually arrange the read calls: // DataConfigTests/Private/DcTestBlurb.cpp\nFDcPropertyReader Reader{FDcPropertyDatum(&SimpleStruct)}; DC_TRY(Reader.ReadStructRoot(&Struct)); // `FDcTestExampleSimple` Struct Root DC_TRY(Reader.ReadName(&FieldName)); // 'StrField' as FName DC_TRY(Reader.ReadString(&StrValue)); // \"Foo STr\" DC_TRY(Reader.ReadName(&FieldName)); // 'IntField' as FName DC_TRY(Reader.ReadInt32(&IntValue)); // 253 DC_TRY(Reader.ReadStructEnd(&Struct)); // `FDcTestExampleSimple` Struct Root In the example above FDcReader behave like a iterator as each ReadXXX() call emits value and move the internal cursor into the next slot. In case we're reading a unknown structure, we can use FReader::PeekRead() to peek what's coming next.","breadcrumbs":"Programming » Data Model » FDcReader","id":"21","title":"FDcReader"},"22":{"body":"FDcWriter is the counter part of writing into the data config model. To write into the example instance above: DC_TRY(Writer.WriteStructRoot(FDcStructStat{})); // `FDcTestExampleSimple` Struct Root DC_TRY(Writer.WriteName(TEXT(\"StrField\"))); // 'StrField' as FName DC_TRY(Writer.WriteString(TEXT(\"Alt Str\"))); // \"Foo STr\" DC_TRY(Writer.WriteName(TEXT(\"IntField\"))); // 'IntField' as FName DC_TRY(Writer.WriteInt32(233)); // 233 DC_TRY(Writer.WriteStructEnd(FDcStructStat{})); // `FDcTestExampleSimple` Struct Root There's also FDcWriter::PeekRead() to query whether it's possible to write given data type.","breadcrumbs":"Programming » Data Model » FDcWriter","id":"22","title":"FDcWriter"},"23":{"body":"DataConfig provide FDcReader and FDcWriter to access the property system. It can be considered as a friendly alternative to the property system API. This is also how we support JSON and MsgPack in an uniform API.","breadcrumbs":"Programming » Data Model » Sum Up","id":"23","title":"Sum Up"},"24":{"body":"Proper error handling is crucial to implement robust serialization as it needs to deal with unknown user input. DataConfig also provide diagnostic to help users quickly pin down common errors such as typos or missing colons in JSON. Here's an example: # DataConfig Error: Enum name not found in enum type: EDcTestExampleEnum, Actual: 'Far'\n- [JsonReader] --> <in-memory>4:25 2 | { 3 | \"StrField\" : \"Lorem ipsum dolor sit amet\", 4 | \"EnumField\" : \"Far\", | ^ 5 | \"Colors\" : [ 6 | \"#FF0000FF\", \"#00FF00FF\", \"#0000FFFF\"\n- [PropertyWriter] Writing property: (FDcTestExampleStruct)$root.(EEDcTestExampleEnum)EnumField Internally DataConfig applies a consistent error handling strategy across all API. User code is expected to follow along.","breadcrumbs":"Programming » Error Handling » Error Handling","id":"24","title":"Error Handling"},"25":{"body":"The gist is that if a method can fail, it should return a FDcResult . It's a simple struct: // DataConfigCore/Public/DataConfig/DcTypes.h\nstruct DATACONFIGCORE_API DC_NODISCARD FDcResult\n{ enum class EStatus : uint8 { Ok, Error }; EStatus Status; FORCEINLINE bool Ok() const { return Status == EStatus::Ok; }\n}; // See FDcReader's methods as example\n// DataConfigCore/Public/DataConfig/Reader/DcReader.h\nstruct DATACONFIGCORE_API FDcReader\n{ //... virtual FDcResult ReadBool(bool* OutPtr); virtual FDcResult ReadName(FName* OutPtr); virtual FDcResult ReadString(FString* OutPtr); virtual FDcResult ReadText(FText* OutPtr); virtual FDcResult ReadEnum(FDcEnumData* OutPtr); //...\n}; Then use DC_TRY to call these kinds of functions. The macro itself does early return when result is not Ok: // DataConfigCore/Public/DataConfig/DcTypes.h\n#define DC_TRY(expr) \\ do { \\ ::FDcResult Ret = (expr); \\ if (!Ret.Ok()) { \\ return Ret; \\ } \\ } while (0) // Example of calling methods returning `FDcResult`\n// DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcDeserializeColor.cpp\ntemplate<>\nFDcResult TemplatedWriteColorDispatch<EDcColorDeserializeMethod::WriterAPI>(const FColor& Color, FDcDeserializeContext& Ctx)\n{ DC_TRY(Ctx.Writer->WriteStructRoot(FDcStructStat{ TEXT(\"Color\"), FDcStructStat::WriteCheckName })); DC_TRY(Ctx.Writer->WriteName(TEXT(\"B\"))); DC_TRY(Ctx.Writer->WriteUInt8(Color.B)); DC_TRY(Ctx.Writer->WriteName(TEXT(\"G\"))); DC_TRY(Ctx.Writer->WriteUInt8(Color.G)); DC_TRY(Ctx.Writer->WriteName(TEXT(\"R\"))); DC_TRY(Ctx.Writer->WriteUInt8(Color.R)); DC_TRY(Ctx.Writer->WriteName(TEXT(\"A\"))); DC_TRY(Ctx.Writer->WriteUInt8(Color.A)); DC_TRY(Ctx.Writer->WriteStructEnd(FDcStructStat{ TEXT(\"Color\"), FDcStructStat::WriteCheckName })); return DcOk();\n} This pattern is similar to Outcome and std::expected except we give up using the return value. Return values should be passed through reference or pointers in function arguments.","breadcrumbs":"Programming » Error Handling » Returning FDcResult","id":"25","title":"Returning FDcResult"},"26":{"body":"When implementing a method that returns FDcResult you have 2 options: Return DcOk() on succeed. Return DC_FAIL(<Catetory>, <ErrId>) on error. Examples: // DataConfigTests/Private/DcTestBlurb.cpp\nFDcResult Succeed() { // succeed return DcOk();\n} FDcResult Fail() { // fail ! return DC_FAIL(DcDCommon, Unexpected1) << \"My Custom Message\";\n} In the examples above DcDCommon and Unexpected1 are called error category and error id respectively. DcDCommon is a built-in error category: // DataConfigCore/Public/DataConfig/Diagnostic/DcDiagnosticCommon.h\nnamespace DcDCommon\n{\nstatic const uint16 Category = 0x1; enum Type : uint16\n{ //... Unexpected1,\n}; } // namespace DcDCommon // DataConfigCore/Private/DataConfig/Diagnostic/DcDiagnosticCommon.cpp\nnamespace DcDCommon\n{\nstatic FDcDiagnosticDetail _CommonDetails[] = { // ... { Unexpected1, TEXT(\"Unexpected: '{0}'\") },\n}; Note that we can pipe argument into the diagnostic. The diagnostic reported by invoking Fail() would be like: * # DataConfig Error: Unexpected: 'My Custom Message'","breadcrumbs":"Programming » Error Handling » Diagnostics","id":"26","title":"Diagnostics"},"27":{"body":"DataConfig uses FDcResult, DC_TRY, DC_FAIL for error handling. It's lightweight and relatively easy to grasp. There's still some limitations though: FDcResult occupied the return position making passing value to parent a bit cumbersome. For now we always stop as the first error. There's no plan to support error recovery. Some closing notes: Reported diagnostics get queued. You'll need to call FDcEnv::FlushDiags() to flush them to consumers. See DcDiagnosticExtra.h/cpp for how to register user category. See DcEditorExtraModule.cpp - FDcMessageLogDiagnosticConsumer for custom diagnostic handler and formatting.","breadcrumbs":"Programming » Error Handling » Conclusion","id":"27","title":"Conclusion"},"28":{"body":"DataConfig put most global state into a stack of FDcEnv: // DataConfigCore/Public/DataConfig/DcEnv.h\nstruct DATACONFIGCORE_API FDcEnv\n{ TArray<FDcDiagnostic> Diagnostics; TSharedPtr<IDcDiagnosticConsumer> DiagConsumer; TArray<FDcReader*> ReaderStack; TArray<FDcWriter*> WriterStack; bool bExpectFail = false; // mute debug break FDcDiagnostic& Diag(FDcErrorCode InErr); void FlushDiags(); FORCEINLINE FDcDiagnostic& GetLastDiag() { checkf(Diagnostics.Num(), TEXT(\"<empty diagnostics>\")); return Diagnostics.Last(); } ~FDcEnv();\n}; DataConfig needs explicit initializatioon before use. This is done through manually DcStartUp(). There's also a paired DcShutdown() that should be called when DataConfig isn't used anymore. Here's an example: // DataConfigEditorExtra/Private/DcEditorExtraModule.cpp\nvoid FDcEditorExtraModule::StartupModule()\n{ UE_LOG(LogDataConfigCore, Log, TEXT(\"DcEditorExtraModule module starting up\")); DcRegisterDiagnosticGroup(&DcDExtra::Details); DcRegisterDiagnosticGroup(&DcDEditorExtra::Details); DcStartUp(EDcInitializeAction::Minimal); //...\n} void FDcEditorExtraModule::ShutdownModule()\n{ DcShutDown(); //...\n} The active FDcEnv is accessed by calling global function DcEnv(). Inside the Env: Diagnostics: all diagnostics are flushed into env. DiagConsumer: diagnostic handler, format and print diagnostic to log or MessageLog or even on screen. ReaderStack/WriterStack: used to pass along reader/writer down the callstack. See FScopedStackedReader uses for example. ... and everything else. You can use DcPushEnv() to create new env then destroy it calling DcPopEnv(). At this moment it's mostly used to handle reentrant during serialization. See FDcScopedEnv uses for examples.","breadcrumbs":"Programming » Env » Env","id":"28","title":"Env"},"29":{"body":"FDcReader/FDcWriter defines the set of API for accessing DataConfig data model. Here's a check list for implementing a reader/writer: Implement GetID()/ClassID() for RTTI. Implement PeekRead()/PeekWriter() and selected set of ReadXXX()/WriteXXX(). Implement FormatDiagnostic() for error reporting. You should look at builtin implementation for references. Here's some general rules and caveats: PeekRead()/PeekWrite() should act like it's side-effect free. This means that it's OK to call PeekRead()/PeekWrite() multiple times. In comparison access methods like ReadBool()/WriteBool() consume the data and alternate internal state. Note that under the hood it might do anything. Both returns FDcResult so the peek can fail. The reason behind this is that calling PeekRead()/PeekWrite() is totally optional. In FDcJsonReader::PeekRead() we do parsing and cache the parsed result to follow this convention. CastByID() does not respect inheritance hierarchy. We have this very minimal RTTI implemetantion that only allow casting to the exact type. Implement a subset of the data model. The API is designed in a way that it covers the whole Property System. It's also a super set that can express common formats like JSON/MsgPack. For example JSON don't have struct, class or set. It's actually the job of Serializer/Deserializer to convert between these subsets to the property system.","breadcrumbs":"Programming » Reader Writer » Reader/Writer","id":"29","title":"Reader/Writer"},"3":{"body":"Here're some short and quick examples showcasing DataConfig API usage and features. All code shown here can be found in the repo .","breadcrumbs":"Examples » Examples","id":"3","title":"Examples"},"30":{"body":"We have 3 major pairs of reader/writers: FDcPropertyReader/FDcPropertyWriter - Accesing Unreal Engin property system. FDcJsonReader/FDcJsonWriter - JSON support. FDcMsgPackReader/FDcMsgPackWriter - MsgPack support. These are all talked about in details in the formats section . We'll go through other builtin Reader/Writers below.","breadcrumbs":"Programming » Reader Writer » Builtin Reader/Writer","id":"30","title":"Builtin Reader/Writer"},"31":{"body":"FDcPipeVisitor takes a FDcReader and a FDcWriter then start peek-read-write loop until it peeks EDcDataEntry::Ended from reader or an error happens Then there's FDcPrettyPrintWriter that dumps everything that got write to it as string. Combining these two we get a way to dump arbitrary FDcReader into a string!. This is how built-in debug dump features are implemented: // DataConfigCore/Private/DataConfig/Automation/DcAutomationUtils.cpp\nvoid DumpToOutputDevice(...)\n{ //... FDcPropertyReader PropReader(Datum); FDcPrettyPrintWriter PrettyWriter(Output); FDcPipeVisitor PrettyPrintVisit(&PropReader, &PrettyWriter); if (!PrettyPrintVisit.PipeVisit().Ok()) ScopedEnv.Get().FlushDiags(); //...\n} FDcPipeVisitor is a handy utility that we use it extensively through the code base for various cases. Try FDcPipeVisitor when you got a reader/writer pair. There's also FNoopWriter takes every write and do nothing with it.","breadcrumbs":"Programming » Reader Writer » FDcPipeVisitor and FDcPrettyPrintWriter","id":"31","title":"FDcPipeVisitor and FDcPrettyPrintWriter"},"32":{"body":"Reader/Writers can also be composited and nested: FDcWeakCompositeWriter is a writer that multiplex into a list of writers. You can combine an arbitrary writer with a FPrettyPrintWriter then get a tracing writer. FDcPutbackReader/FPutbackWriter: Reader/writers don't support lookahead. It can only peek next item's type but not value. This class is used to support limited lookahead by putting back read value. We'll see it being used in implementing custom deserializer handlers.","breadcrumbs":"Programming » Reader Writer » Composition","id":"32","title":"Composition"},"33":{"body":"Implement new FDcReader/FDcWriter when you want to support a new file format. You can also write utility reader/writer that composite existing ones.","breadcrumbs":"Programming » Reader Writer » Conclusion","id":"33","title":"Conclusion"},"34":{"body":"Serializer/Deserializer are built on top of the data model to convert between external format and Unreal Engine property system.","breadcrumbs":"Programming » Serializer Deserializer » Serializer/Deserializer","id":"34","title":"Serializer/Deserializer"},"35":{"body":"A company class to the deserializer is FDcDeserializeContext: // DataConfigCore/Public/DataConfig/Deserialize/DcDeserializeTypes.h\nstruct DATACONFIGCORE_API FDcDeserializeContext\n{ //... FDcDeserializer* Deserializer; FDcReader* Reader; FDcPropertyWriter* Writer; //...\n}; Note how it takes an FDcReader and a FPropertyWriter - we're deserializing arbitrary format into the property system. The mirrored version for serializer is FDcSerializeContext. // DataConfigCore/Public/DataConfig/Serialize/DcSerializeTypes.h\nstruct DATACONFIGCORE_API FDcSerializeContext\n{ //... FDcSerializer* Serializer = nullptr; FDcPropertyReader* Reader = nullptr; FDcWriter* Writer = nullptr; //...\n}; Note how it takes an FDcWriter and a FDcPropertyReader - we're serializing data from the property system to arbitrary format. Since serializer and deserializer have extremely similar APIs, we're showing examples using deserializer below from here.","breadcrumbs":"Programming » Serializer Deserializer » Context","id":"35","title":"Context"},"36":{"body":"Say that we're deserializing a JSON object into a USTRUCT instance. The FDcJsonReader implements ReadMapRoot()/ReadMapEnd() but doesn't have ReadStructRoot()/ReadStructEnd(). To make the conversion we basically want to map ReadMap() and calls into WriteStruct() calls. This is where handlers come into play: // DataConfigCore/Public/DataConfig/SerDe/DcDeserializeCommon.inl\nFDcResult DcHandlerDeserializeMapToStruct(FDcDeserializeContext& Ctx)\n{ FDcStructAccess Access; DC_TRY(Ctx.Reader->ReadMapRoot()); DC_TRY(Ctx.Writer->WriteStructRootAccess(Access)); EDcDataEntry CurPeek; while (true) { DC_TRY(Ctx.Reader->PeekRead(&CurPeek)); if (CurPeek == EDcDataEntry::MapEnd) break; FName FieldName; DC_TRY(Ctx.Reader->ReadName(&FieldName)); DC_TRY(Ctx.Writer->WriteName(FieldName)); DC_TRY(DcDeserializeUtils::RecursiveDeserialize(Ctx)); } DC_TRY(Ctx.Reader->ReadMapEnd()); DC_TRY(Ctx.Writer->WriteStructEnd()); return DcOk();\n} // DataConfigCore/Private/DataConfig/Deserialize/Handlers/Json/DcJsonCommonDeserializers.cpp\nFDcResult HandlerStructRootDeserialize(FDcDeserializeContext& Ctx)\n{ return DcHandlerDeserializeMapToStruct(Ctx);\n} Note that Ctx.Reader is a FDcReader that can be any derived class, while Ctx.Writer is always a FDcPropertyWriter. Deserialize handlers have an uniform signature: using FDcDeserializeDelegateSignature = FDcResult(*)(FDcDeserializeContext& Ctx);","breadcrumbs":"Programming » Serializer Deserializer » Handlers","id":"36","title":"Handlers"},"37":{"body":"Note how deserialize handler above doesn't specify when it should be invoked. These info are described in FDcDeserializer: // DataConfigCore/Public/DataConfig/Deserialize/DcDeserializer.h\nstruct DATACONFIGCORE_API FDcDeserializer : public FNoncopyable\n{ //... FDcResult Deserialize(FDcDeserializeContext& Ctx); void AddDirectHandler(FFieldClass* PropertyClass, FDcDeserializeDelegate&& Delegate); void AddDirectHandler(UClass* PropertyClass, FDcDeserializeDelegate&& Delegate); void AddPredicatedHandler(FDcDeserializePredicate&& Predicate, FDcDeserializeDelegate&& Delegate); //...\n}; Comparing to FDcDeserializeContext, which describes data needed for a single run, FDcDeserializer contains info on what handlers to execute. Deserializer can also be reused across multiple runs. We use \"direct handlers\" to cover common cases: // DataConfigCore/Private/DataConfig/Deserialize/DcDeserializerSetup.cpp\nDeserializer.AddDirectHandler(FArrayProperty::StaticClass(), FDcDeserializeDelegate::CreateStatic(HandlerArrayDeserialize));\nDeserializer.AddDirectHandler(FSetProperty::StaticClass(), FDcDeserializeDelegate::CreateStatic(HandlerSetDeserialize));\nDeserializer.AddDirectHandler(FMapProperty::StaticClass(), FDcDeserializeDelegate::CreateStatic(HandlerMapDeserialize)); These basically says that \"when running into array, set, map properties, use these provided handlers\". Then we have \"predicated handler\" that get tested very early. This is how we allow custom conversion logic setup for very specific class: // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcSerDeColor.cpp\nEDcDeserializePredicateResult PredicateIsColorStruct(FDcDeserializeContext& Ctx)\n{ UScriptStruct* Struct = DcPropertyUtils::TryGetStructClass(Ctx.TopProperty()); return Struct && Struct == TBaseStructure<FColor>::Get() ? EDcDeserializePredicateResult::Process : EDcDeserializePredicateResult::Pass;\n} // ...\nCtx.Deserializer->AddPredicatedHandler( FDcDeserializePredicate::CreateStatic(PredicateIsColorStruct), FDcDeserializeDelegate::CreateStatic(HandlerColorDeserialize)\n); By convention the current deserializing property can be retrieved with Ctx.TopProperty(). Here we simply test if it's a UScriptStruct that's equal to FColor::StaticClass(). If that's the case execute the provided handler.","breadcrumbs":"Programming » Serializer Deserializer » Deserializer Setup","id":"37","title":"Deserializer Setup"},"38":{"body":"Serializer/Deserializer are built on top of Reader/Writer, to convert between Unreal Engine property system and external data formats. FDcSerializeContext/FDcDeserializeContext contains data. FDcSerializer/FDcDeserializer contains setup. Implement FDcDeserializeDelegate/FDcSerializeDelegate and FDcDeserializePredicate/FDcSerializePredicate pair for custom conversion logic.","breadcrumbs":"Programming » Serializer Deserializer » Sum Up","id":"38","title":"Sum Up"},"39":{"body":"This section contains documentation for supported formats.","breadcrumbs":"Formats » Formats","id":"39","title":"Formats"},"4":{"body":"DcTestBlurb.cpp Given the structFDcTestExampleStruct: // DataConfigTests/Private/DcTestBlurb.h\nUENUM()\nenum class EDcTestExampleEnum\n{ Foo, Bar, Baz\n}; USTRUCT()\nstruct FDcTestExampleStruct\n{ GENERATED_BODY() UPROPERTY() FString StrField; UPROPERTY() EDcTestExampleEnum EnumField; UPROPERTY() TArray<FColor> Colors;\n}; We can deserialize an instance from JSON with the snippet below: // DataConfigTests/Private/DcTestBlurb.cpp\nFString Str = TEXT(R\"( { \"StrField\" : \"Lorem ipsum dolor sit amet\", \"EnumField\" : \"Bar\", \"Colors\" : [ \"#FF0000FF\", \"#00FF00FF\", \"#0000FFFF\" ] }\n)\"); FDcTestExampleStruct Dest; // create and setup a deserializer\nFDcDeserializer Deserializer;\nDcSetupJsonDeserializeHandlers(Deserializer);\nDeserializer.AddPredicatedHandler( FDcDeserializePredicate::CreateStatic(DcExtra::PredicateIsColorStruct), FDcDeserializeDelegate::CreateStatic(DcExtra::HandlerColorDeserialize)\n); // prepare context for this run\nFDcPropertyDatum Datum(&Dest);\nFDcJsonReader Reader(Str);\nFDcPropertyWriter Writer(Datum); FDcDeserializeContext Ctx;\nCtx.Reader = &Reader;\nCtx.Writer = &Writer;\nCtx.Deserializer = &Deserializer;\nDC_TRY(Ctx.Prepare()); // kick off deserialization\nDC_TRY(Deserializer.Deserialize(Ctx)); // validate results\ncheck(Dest.StrField == TEXT(\"Lorem ipsum dolor sit amet\"));\ncheck(Dest.EnumField == EDcTestExampleEnum::Bar);\ncheck(Dest.Colors[0] == FColor::Red);\ncheck(Dest.Colors[1] == FColor::Green);\ncheck(Dest.Colors[2] == FColor::Blue); Note that EDcTestExampleEnum is deserialized by its name and FColor is deserialized from a html color string like #RRGGBBAA. Say if we accidentally mistyped the EnumField value: { \"StrField\" : \"Lorem ipsum dolor sit amet\", \"EnumField\" : \"Far\",\n} It would fail gracefully with diagnostics: # DataConfig Error: Enum name not found in enum type: EDcTestExampleEnum, Actual: 'Far'\n- [JsonReader] --> <in-memory>4:25 2 | { 3 | \"StrField\" : \"Lorem ipsum dolor sit amet\", 4 | \"EnumField\" : \"Far\", | ^ 5 | \"Colors\" : [ 6 | \"#FF0000FF\", \"#00FF00FF\", \"#0000FFFF\"\n- [PropertyWriter] Writing property: (FDcTestExampleStruct)$root.(EEDcTestExampleEnum)EnumField As bonus we serialize the struct into MsgPack: FDcSerializer Serializer;\nDcSetupMsgPackSerializeHandlers(Serializer); FDcPropertyDatum Datum(&Dest);\nFDcPropertyReader Reader(Datum);\nFDcMsgPackWriter Writer; // prepare serialize context\nFDcSerializeContext Ctx;\nCtx.Reader = &Reader;\nCtx.Writer = &Writer;\nCtx.Serializer = &Serializer;\nDC_TRY(Ctx.Prepare()); // kick off serialization\nDC_TRY(Serializer.Serialize(Ctx)); auto& Buffer = Writer.GetMainBuffer();\n// starts withMsgPack FIXMAP(3) header\ncheck(Buffer[0] == 0x83);","breadcrumbs":"Examples » JSON Deserialization","id":"4","title":"JSON Deserialization"},"40":{"body":"JSON is likely the most popular data interchange format. Unreal Engine already supports it with JsonUtilities and some related modules. We provide an alternative implementation along with DataConfig.","breadcrumbs":"Formats » JSON » JSON","id":"40","title":"JSON"},"41":{"body":"FDcJsonReader is the DataConfig JSON reader: // DataConfigTests/Private/DcTestBlurb.cpp\nFString Str = TEXT(R\"( { \"Str\": \"Fooo\", \"Number\": 1.875, \"Bool\": true } )\"); FDcJsonReader Reader(Str); // calling read methods\nFString KeyStr;\nFString GotStr;\ndouble GotNumber;\nbool GotBool; DC_TRY(Reader.ReadMapRoot()); DC_TRY(Reader.ReadString(&KeyStr)); DC_TRY(Reader.ReadString(&GotStr)); DC_TRY(Reader.ReadString(&KeyStr)); DC_TRY(Reader.ReadDouble(&GotNumber)); DC_TRY(Reader.ReadString(&KeyStr)); DC_TRY(Reader.ReadBool(&GotBool)); DC_TRY(Reader.ReadMapEnd()); // validate results\ncheck(GotStr == TEXT(\"Fooo\"));\ncheck(GotNumber == 1.875);\ncheck(GotBool == true); In the example above we deserialized a JSON object from string. The first and last calls are ReadMapRoot and ReadMapEnd, which are also used to read Unreal's TMap properties. The difference is that UE's TMap is strictly typed while JSON object values can have arbitrary type. This means that if you use FDcPipeVisitor to pipe a FDcJsonReader into a FDcPropertyWriter it won't work. Remember that DataConfig data model is designed to support conversion between subsets within the data model. As long as you can use FDcReader/FDcWriter API to describe the format you want to serialize you're good to go. Mapping and conversion between these different shapes of reader/writers are handled by deserializers . Some additional caveats: Similar to stock TJsonReader, we provide TDcJsonReader with 2 specializations: Usually you just use FDcJsonReader that reads from FString, TCHAR*. Under the hood there're FDcAnsiJsonReader that reads ANSICHAR string and FDcWideJsonReader that reads WIDECHAR string. We support a relaxed superset of JSON: Allow C Style comments, i.e /* block */ and // line . Allow trailing comma, i.e [1,2,3,], . Allow non object root. You can put a list as the root, or even string, numbers. Number parsing are delegated to Unreal's built-ins to reduce dependencies. We might change this in the future. Parse numbers: TCString::Atof/Strtoi/Strtoi64","breadcrumbs":"Formats » JSON » JSON Reader","id":"41","title":"JSON Reader"},"42":{"body":"FDcJsonWriter is the DataConfig JSON writer: // DataConfigTests/Private/DcTestBlurb.cpp\nFDcJsonWriter Writer; DC_TRY(Writer.WriteMapRoot()); DC_TRY(Writer.WriteString(TEXT(\"Str\"))); DC_TRY(Writer.WriteString(TEXT(\"Fooo\"))); DC_TRY(Writer.WriteString(TEXT(\"Number\"))); DC_TRY(Writer.WriteFloat(1.875f)); DC_TRY(Writer.WriteString(TEXT(\"Bool\"))); DC_TRY(Writer.WriteBool(true)); DC_TRY(Writer.WriteMapEnd());\nWriter.Sb.Append(TCHAR('\\n')); FString Str = TEXT(R\"( { \"Str\" : \"Fooo\", \"Number\" : 1.875, \"Bool\" : true }\n)\"); // validate results\ncheck(DcReindentStringLiteral(Str) == Writer.Sb.ToString());\nreturn DcOk(); Similar to stock TJsonWriter, we provide TDcJsonWriter with 2 specializations: Usually you just use FDcJsonWriter that writes FString, TCHAR*. Under the hood there're FDcAnsiJsonWriter that writes ANSICHAR string and FDcWideJsonWriter that writes WIDECHAR string. It takes a Config object that specify formatting settings like indentation size and new lines. FDcPrettyJsonWriter is a type alias that formats indented JSON. FDcCondensedJsonWriter is a type alias that format single line, condensed output. FDcJsonWriter owns the output string buffer, in FDcJsonWriter::Sb. By writing to a single writer and appending a new line after each serialization, we can output NDJSON . Our JSON reader is also flexible enough to directly load NDJSON. See corpus benchmark .","breadcrumbs":"Formats » JSON » JSON Writer","id":"42","title":"JSON Writer"},"43":{"body":"DataConfig bundles a set of JSON serialize and deserialize handlers, which are all roundtrip-able: // DataConfigTests/Private/DcTestBlurb.cpp\n#include \"DataConfig/Deserialize/DcDeserializerSetup.h\" // ...\n// create and setup a deserializer\nFDcDeserializer Deserializer;\nDcSetupJsonDeserializeHandlers(Deserializer); // create and setup a serializer\nFDcSerializer Serializer;\nDcSetupJsonSerializeHandlers(Serializer);","breadcrumbs":"Formats » JSON » JSON Serialize/Deserialize","id":"43","title":"JSON Serialize/Deserialize"},"44":{"body":"JSON types get mapped into DataConfig data model in a very unsurprising way. JSON Type DcDataEntry Boolean Bool Null Nil String String, Name, Text, Enum Number (All numerics) Array Array, Set Object Class, Struct, Map Here's an example: // DataConfigTests/Private/DcTestDeserialize.cpp\nFString Str = TEXT(R\"( { \"BoolField\" : true, \"NameField\" : \"AName\", \"StringField\" : \"AStr\", \"TextField\" : \"AText\", \"EnumField\" : \"Tard\", \"FloatField\" : 17.5, \"DoubleField\" : 19.375, \"Int8Field\" : -43, \"Int16Field\" : -2243, \"Int32Field\" : -23415, \"Int64Field\" : -1524523, \"UInt8Field\" : 213, \"UInt16Field\" : 2243, \"UInt32Field\" : 23415, \"UInt64Field\" : 1524523, }\n)\"); // deserialized equivelent FDcTestStruct1 Expect;\nExpect.BoolField = true;\nExpect.NameField = TEXT(\"AName\");\nExpect.StringField = TEXT(\"AStr\");\nExpect.TextField = FText::FromString(TEXT(\"AText\"));\nExpect.EnumField = EDcTestEnum1::Tard; Expect.FloatField = 17.5f;\nExpect.DoubleField = 19.375; Expect.Int8Field = -43;\nExpect.Int16Field = -2243;\nExpect.Int32Field = -23415;\nExpect.Int64Field = -1524523; Expect.UInt8Field = 213;\nExpect.UInt16Field = 2243,\nExpect.UInt32Field = 23415;\nExpect.UInt64Field = 1524523;","breadcrumbs":"Formats » JSON » Schema","id":"44","title":"Schema"},"45":{"body":"JSON only allow string as object/mapping keys, while in UE TMap<> can use any type. When doing serialization TMap<FString/FName/FText,(TValue)> types would be directly converted to a JSON object: // DataConfigTests/Public/DcTestDeserialize.h\nUSTRUCT()\nstruct FDcTestStruct3\n{ // ... UPROPERTY() TMap<FString, FString> StringMap;\n}; // DataConfigTests/Public/DcTestDeserialize.cpp\n{ // ... \"StringMap\" : { \"One\": \"1\", \"Two\": \"2\", \"Three\": \"3\", },\n} For other key types it would be serialized as an array of objects: // DataConfigTests/Public/DcTestSerDe.h\nUSTRUCT()\nstruct FDcTestStructMaps\n{ // ... UPROPERTY() TMap<FColor, FString> ColorKeyMap; UPROPERTY() TMap<EDcTestEnumFlag, FString> EnumFlagsMap;\n}; // DataConfigTests/Public/DcTestDeserialize.cpp\n{ \"ColorKeyMap\" : { \"#FF0000FF\" : \"Red\", \"#00FF00FF\" : \"Green\", \"#0000FFFF\" : \"Blue\" }, \"EnumFlagsMap\" : [ { \"$key\" : [], \"$value\" : \"None\" }, { \"$key\" : [ \"One\", \"Three\" ], \"$value\" : \"One | Three\" }, { \"$key\" : [ \"Five\" ], \"$value\" : \"Five\" } ]\n}","breadcrumbs":"Formats » JSON » Map","id":"45","title":"Map"},"46":{"body":"UENUM that get marked with Bitflags meta are deserialized from a list of strings: // DataConfigTests/Public/DcTestDeserialize.h\nUENUM(meta = (Bitflags))\nenum class EDcTestEnumFlag :uint32\n{ None = 0, One = (1 << 0), Two = (1 << 1), //...\n};\nENUM_CLASS_FLAGS(EDcTestEnumFlag); // DataConfigTests/Private/DcTestDeserialize.cpp\nFString Str = TEXT(R\"( { \"EnumFlagField1\" : [], \"EnumFlagField2\" : [\"One\", \"Three\", \"Five\"], }\n)\"); // deserialized equivelent\nFDcTestStructEnumFlag1 Expect;\nExpect.EnumFlagField1 = EDcTestEnumFlag::None;\nExpect.EnumFlagField2 = EDcTestEnumFlag::One | EDcTestEnumFlag::Three | EDcTestEnumFlag::Five;","breadcrumbs":"Formats » JSON » Enum Flags","id":"46","title":"Enum Flags"},"47":{"body":"By default we treat UOBJECT marked with DefaultToInstanced, EditInlineNew and UPROPERTY marked with Instanced as sub object. In this case we'll actually instantiate new object during deserialization, using Ctx.TopObject() as parent: // DataConfigTests/Public/DcTestProperty.h\nUCLASS(BlueprintType, EditInlineNew, DefaultToInstanced)\nclass UDcBaseShape : public UObject\n{ //... UPROPERTY() FName ShapeName;\n}; UCLASS()\nclass UDcShapeBox : public UDcBaseShape\n{ //... UPROPERTY() float Height; UPROPERTY() float Width;\n}; UCLASS()\nclass UDcShapeSquare : public UDcBaseShape\n{ //... UPROPERTY() float Radius;\n}; // DataConfigTests/Public/DcTestDeserialize.h\nUSTRUCT()\nstruct FDcTestStructShapeContainer1\n{ GENERATED_BODY() UPROPERTY() UDcBaseShape* ShapeField1; UPROPERTY() UDcBaseShape* ShapeField2; UPROPERTY() UDcBaseShape* ShapeField3;\n}USTRUCT()\nstruct FDcEditorExtraTestObjectRefs1\n{ GENERATED_BODY() UPROPERTY() UObject* ObjField1; UPROPERTY() UObject* ObjField2; UPROPERTY() UObject* ObjField3; UPROPERTY() UObject* ObjField4;\n}; // DataConfigTests/Private/DcTestDeserialize.cpp\nFString Str = TEXT(R\"( { \"ShapeField1\" : { \"$type\" : \"DcShapeBox\", \"ShapeName\" : \"Box1\", \"Height\" : 17.5, \"Width\" : 1.9375 }, \"ShapeField2\" : { \"$type\" : \"DcShapeSquare\", \"ShapeName\" : \"Square1\", \"Radius\" : 1.75, }, \"ShapeField3\" : null }\n)\"); // deserialized equivelent\nUDcShapeBox* Shape1 = NewObject<UDcShapeBox>();\nShape1->ShapeName = TEXT(\"Box1\");\nShape1->Height = 17.5;\nShape1->Width = 1.9375;\nExpect.ShapeField1 = Shape1; UDcShapeSquare* Shape2 = NewObject<UDcShapeSquare>();\nShape2->ShapeName = TEXT(\"Square1\");\nShape2->Radius = 1.75;\nExpect.ShapeField2 = Shape2; Expect.ShapeField3 = nullptr; Note that criteria for sub object selection can be easily overridden with a new deserialize predicate or alternative FDcPropertyConfig when constructing the reader. Also see AnyStruct , InlineStruct and InstancedStruct for lighter weight alternatives.","breadcrumbs":"Formats » JSON » Sub Objects","id":"47","title":"Sub Objects"},"48":{"body":"We support multiple ways of referencing a UObject in memory or serialized on disk: // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Tests/DcTestDeserializeEditor.h\nUSTRUCT()\nstruct FDcEditorExtraTestObjectRefs1\n{ GENERATED_BODY() UPROPERTY() UObject* ObjField1; UPROPERTY() UObject* ObjField2; UPROPERTY() UObject* ObjField3; UPROPERTY() UObject* ObjField4;\n}; // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Tests/DcTestDeserializeEditor.cpp\nFString Str = TEXT(R\"( { \"ObjField1\" : \"DcEditorExtraNativeDataAsset'/DataConfig/DcFixture/DcTestNativeDataAssetAlpha.DcTestNativeDataAssetAlpha'\", \"ObjField2\" : \"/DataConfig/DcFixture/DcTestNativeDataAssetAlpha\", \"ObjField3\" : { \"$type\" : \"DcEditorExtraNativeDataAsset\", \"$path\" : \"/DataConfig/DcFixture/DcTestNativeDataAssetAlpha\" }, \"ObjField4\" : null, }\n)\"); // deserialized equivelent\nUDcEditorExtraNativeDataAsset* DataAsset = Cast<UDcEditorExtraNativeDataAsset>(StaticLoadObject( UDcEditorExtraNativeDataAsset::StaticClass(), nullptr, TEXT(\"/DataConfig/DcFixture/DcTestNativeDataAssetAlpha\"), nullptr\n)); Expect.ObjField1 = DataAsset;\nExpect.ObjField2 = DataAsset;\nExpect.ObjField3 = DataAsset;\nExpect.ObjField4 = nullptr; In the example above, ObjField1 uses the reference string that can be retrieved in editor context menu: Deserialize-CopyReference For ObjField2/ObjField3 relative path to the uasset is used, but without file name suffix. We also support class reference fields of TSubclassOf<>s: // DataConfigTests/Private/DcTestDeserialize.h\nUSTRUCT()\nstruct FDcTestStructSubClass1\n{ GENERATED_BODY() UPROPERTY() TSubclassOf<UStruct> StructSubClassField1; UPROPERTY() TSubclassOf<UStruct> StructSubClassField2; UPROPERTY() TSubclassOf<UStruct> StructSubClassField3;\n}; // DataConfigTests/Private/DcTestDeserialize.cpp\nFString Str = TEXT(R\"( { \"StructSubClassField1\" : null, \"StructSubClassField2\" : \"ScriptStruct\", \"StructSubClassField3\" : \"DynamicClass\", }\n)\"); // deserialized equivelent\nFDcTestStructSubClass1 Expect;\nExpect.StructSubClassField1 = nullptr;\nExpect.StructSubClassField2 = UScriptStruct::StaticClass();\nExpect.StructSubClassField3 = UDynamicClass::StaticClass(); Note that these do not support Blueprint classes. The direct reason is that Blueprint depends on Engine module and we'd like not to take dependency on in DataConfigCore. We do have an example that supports Blueprint classes, see DataConfigEditorExtra - DcDeserializeBPClass.h/cpp","breadcrumbs":"Formats » JSON » Object and Class Reference","id":"48","title":"Object and Class Reference"},"49":{"body":"DcSetupJsonSerializeHandlers()/DcSetupJsonDeserializeHandlers() accepts an enum to setup alternative handlers. For now StringSoftLazy branch would setup special FSoftObjectProperty/FLazyObjectProperty handlers that directly serialize these into string. Comparing to this the default setup would always resolve the indirect reference into memory, which maybe isn't always desirable. // DataConfigTests/Private/DcTestBlurb.cpp\nFDcTestStructRefs1 Source{};\nUObject* TestsObject = StaticFindObject(UObject::StaticClass(), nullptr, TEXT(\"/Script/DataConfigTests\")); Source.SoftField1 = TestsObject;\nSource.LazyField1 = TestsObject; FDcJsonWriter Writer;\nDC_TRY(DcAutomationUtils::SerializeInto(&Writer, FDcPropertyDatum(&Source),\n[](FDcSerializeContext& Ctx) { DcSetupJsonSerializeHandlers(*Ctx.Serializer, EDcJsonSerializeType::StringSoftLazy);\n}, DcAutomationUtils::EDefaultSetupType::SetupNothing)); // serialized result\n{ // ... \"SoftField1\" : \"/Script/DataConfigTests\", \"SoftField2\" : \"\", \"LazyField1\" : \"C851179E-45A51045-0006AE91-F9B16EC0\", \"LazyField2\" : \"00000000-00000000-00000000-00000000\"\n}","breadcrumbs":"Formats » JSON » Soft Lazy as String","id":"49","title":"Soft Lazy as String"},"5":{"body":"DataConfig support custom serialization and deserialization logic by implementing FDcSerializeDelegate/FDcDeserializeDelegate. In this example, we'd like to convert FColor into #RRGGBBAA and vice versa: DcSerdeColor.h DcSerdeColor.cpp // DataConfigExtra/Public/DataConfig/Extra/Deserialize/DcSerDeColor.h\nUSTRUCT()\nstruct FDcExtraTestStructWithColor1\n{ GENERATED_BODY() UPROPERTY() FColor ColorField1; UPROPERTY() FColor ColorField2;\n}; // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcSerDeColor.cpp\nFString Str = TEXT(R\"( { \"ColorField1\" : \"#0000FFFF\", \"ColorField2\" : \"#FF0000FF\", }\n)\"); First you'll need to implement a FDcDeserializePredicate delegate to pick out FColor properties: // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\nEDcDeserializePredicateResult PredicateIsColorStruct(FDcDeserializeContext& Ctx)\n{ return DcDeserializeUtils::PredicateIsUStruct<FColor>(Ctx);\n} Then we'll need to implement a FDcDeserializeDelegate to deserialize a FColor. Here we'll do it by writing through R/G/B/A fields by name with the FDcWriter API. // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcSerDeColor.cpp\nFDcResult HandlerColorDeserialize(FDcDeserializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Writer->WriteDataEntry(FStructProperty::StaticClass(), Datum)); FString ColorStr; DC_TRY(Ctx.Reader->ReadString(&ColorStr)); FColor Color = FColor::FromHex(ColorStr); FColor* ColorPtr = (FColor*)Datum.DataPtr; *ColorPtr = Color; return DcOk();\n} Note how we retrieve the hex string, then parse it with FColor::FromHex. Upon deserializing we'll need to register these pair of delegates to the FDcDeserializer. // DataConfigTests/Private/DcTestBlurb.cpp\nFDcDeserializer Deserializer;\nDcSetupJsonDeserializeHandlers(Deserializer);\nDeserializer.AddPredicatedHandler( FDcDeserializePredicate::CreateStatic(DcExtra::PredicateIsColorStruct), FDcDeserializeDelegate::CreateStatic(DcExtra::HandlerColorDeserialize)\n); And then it's done! It would work recursively on FColor everywhere, like in UCLASS/USTRUCT members, in TArray/TSet and in TMap as key or values. Note that DataConfig completely separate serialization and deserialization logic. To serialize FColor into #RRGGBBAA string one needs to implement a similar set of methods.","breadcrumbs":"Examples » Custom » Custom Serialization And Deserialization","id":"5","title":"Custom Serialization And Deserialization"},"50":{"body":"Here're some closing notes: For meta fields like $type it must be the first member, meaning object fields are order dependent. This means that the JSON we're supporting is a super set of standard JSON spec (again). Bundled serializers and deserializers are designed to be roundtrip-able. For example in test DataConfig.Core.RoundTrip.JsonRoundtrip1_Default: Serialize UDcTestRoundtrip1 instance Source into JSON. Then deserialize JSON above into instance Dest. Deep-compare Source and Dest. If they're equal them we say it's a roundtrip. Note that we carefully picked float and doubles in the test case, as it's tricky to support floating point roundtrip. We might consider supporting this with alternative float parse and format routines. There're many data types that can not be deserialized from JSON, for example Delegate/WeakObjectReference. Remember that you always have the option to override or selectively enable handlers to support additional properties that make sense in your context. See DcSetupJsonDeserializeHandlers() body on how handlers are registered. You can skip this method and select the ones you want and provide additional handlers. The JSON handlers are designed to NOT read anything during the deserialization. This is crucial since USTRUCT can contain uninitialized fields. For example: // DataConfigTests/Private/DcTestBlurb.cpp\nFString Str = TEXT(R\"( { // pass } )\");\nFDcJsonReader Reader(Str); FDcTestExampleSimple Dest;\nFDcPropertyDatum DestDatum(&Dest); DC_TRY(DcAutomationUtils::DeserializeJsonInto(&Reader, DestDatum)); check(Dest.StrField.IsEmpty());\n// but Dest.IntField contains uninitialized value\nDcAutomationUtils::DumpToLog(DestDatum); // dump results\n<StructRoot> 'DcTestExampleSimple'\n|---<Name> 'StrField'\n|---<String> ''\n|---<Name> 'IntField'\n|---<Int32> '1689777552' // <- arbitrary value\n<StructEnd> 'DcTestExampleSimple' This would cause trouble when you try read a pointer field during deserialization. Remember that primitive fields might be uninitialized during deserialization when implementing your own handlers. One interesting trait of the pull/push styled API is that FDcJsonReader does not preemptively parse number into double and convert it to int/float later on. When reading a number token it would do the number parsing at call site. If ReadIntX() is called then the number is parsed as integer. If ReadFloat()/ReadDouble() is called the token will be parsed as floating point.","breadcrumbs":"Formats » JSON » Caveats","id":"50","title":"Caveats"},"51":{"body":"MsgPack is an popular binary serialization format. It can be considered as a binary superset of JSON. Unreal Engine already supports Cbor module which is a format which is very similar to MsgPack. We choose to implement MsgPack as we're more familiar with it and also providing an alternative.","breadcrumbs":"Formats » MsgPack » MsgPack","id":"51","title":"MsgPack"},"52":{"body":"For the most part MsgPack reader/writer works just like their JSON counterpart . There're just a few additional data types that belongs to this:","breadcrumbs":"Formats » MsgPack » MsgPack Reader/Writer","id":"52","title":"MsgPack Reader/Writer"},"53":{"body":"MsgPack directly supports bin format family which directly maps to EDcDataEntry::Blob: // DataConfigTests/Private/DcTestBlurb.cpp\nDC_TRY(Writer.WriteBlob({Bytes, 0}));\nTArray<uint8> Arr = {1,2,3,4,5}; FDcMsgPackWriter Writer;\nDC_TRY(Writer.WriteBlob(FDcBlobViewData::From(Arr)));\nauto& Buf = Writer.GetMainBuffer(); FDcMsgPackReader Reader(FDcBlobViewData::From(Buf));\nFDcBlobViewData Blob;\nDC_TRY(Reader.ReadBlob(&Blob)); check(Blob.Num == 5);\ncheck(FPlatformMemory::Memcmp(Arr.GetData(), Blob.DataPtr, Blob.Num) == 0);","breadcrumbs":"Formats » MsgPack » Binary","id":"53","title":"Binary"},"54":{"body":"MsgPack also supports ext format family which is basically fixed size binary data with a header: // DataConfigTests/Private/DcTestBlurb.cpp\nFDcMsgPackWriter Writer;\nDC_TRY(Writer.WriteFixExt2(1, {2, 3}));\nauto& Buf = Writer.GetMainBuffer(); FDcMsgPackReader Reader(FDcBlobViewData::From(Buf));\nuint8 Type;\nFDcBytes2 Bytes;\nDC_TRY(Reader.ReadFixExt2(&Type, &Bytes)); check(Type == 1);\ncheck(Bytes.Data[0] == 2);\ncheck(Bytes.Data[1] == 3);","breadcrumbs":"Formats » MsgPack » Extension","id":"54","title":"Extension"},"55":{"body":"MsgPack handlers also support multiple setup types: // DataConfigCore/Public/DataConfig/Serialize/DcSerializerSetup.h\nenum class EDcMsgPackSerializeType\n{ Default, StringSoftLazy, // Serialize Soft/Lazy references as string InMemory, // Serialize pointer/enum/FName etc as underlying integer values\n};","breadcrumbs":"Formats » MsgPack » MsgPack Serialize/Deserialize","id":"55","title":"MsgPack Serialize/Deserialize"},"56":{"body":"The Default and StringSoftLazy options would setup a set of handlers that behaves like their JSON counterparts. We have a \"Property -> Json -> MsgPack -> Json -> Property\" roundtrip test setup in DataConfig.Core.RoundTrip.Property_Json_MsgPack_Json_Property test.","breadcrumbs":"Formats » MsgPack » Persistent handlers","id":"56","title":"Persistent handlers"},"57":{"body":"This is a special set of handlers that only makes sense for binary formats. For example pointers are serialized as memory addresses. EDcDataEntry Serialized Name [uint32, uint32, int32] Text [void*, void*, uint32] ObjectReference, ClassReference void* SoftObjectReference, SoftClassReference FString or void* WeakObjectReference [int32, int32] LazyObjectReference <uuid as FIXEXT16> InterfaceReference [void*, void*] Delegate [int32, int32, (FName)[uint32, uint32, int32]] MulticastInlineDelegate, MulticastSparseDelegate [(list of <Delegate>)] FieldPath void* Enum uint64 With these handlers all data types can be serialized. Note that serializing stuff as memory address isn't always what you want. These are provided as soft of a reference on how to access various data.","breadcrumbs":"Formats » MsgPack » In Memory handlers","id":"57","title":"In Memory handlers"},"58":{"body":"The property system is at the heart of DataConfig: serializer read from property system, while deserializer writes into it. This is directly reflected in the types: // DataConfigCore/Public/DataConfig/Serialize/DcSerializeTypes.h\nstruct DATACONFIGCORE_API FDcSerializeContext\n{ // ... FDcPropertyReader* Reader = nullptr; FDcWriter* Writer = nullptr;\n}; // DataConfigCore/Public/DataConfig/Deserialize/DcDeserializeTypes.h\nstruct DATACONFIGCORE_API FDcDeserializeContext\n{ FDcReader* Reader = nullptr; FDcPropertyWriter* Writer = nullptr;\n};","breadcrumbs":"Formats » Property » Property","id":"58","title":"Property"},"59":{"body":"DcPropertyDatum.h DcPropertyReader.h DcPropertyWriter.h Property reader/writer are usually constructed from a FDcPropertyDatum, which is a \"fat pointer\" that represents an entry in the property system. // DataConfigCore/Public/DataConfig/Property/DcPropertyDatum.h\nstruct DATACONFIGCORE_API FDcPropertyDatum\n{ FFieldVariant Property; void* DataPtr; //...\n} Recall that DataConfig data model expands to a set of Read/Write calls. In the example below we setup a FDcPropertyReader with a simple struct and dump it out: // DataConfigTests/Private/DcTestBlurb2.h\nUSTRUCT()\nstruct FDcTestExample2\n{ GENERATED_BODY() UPROPERTY() FString StrField; UPROPERTY() FString StrArrField[3]; UPROPERTY() UDcBaseShape* InlineField; UPROPERTY() UDcTestClass1* RefField; // ...\n}; // DataConfigTests/Private/DcTestBlurb2.cpp\nFDcTestExample2 Value;\nValue.MakeFixture(); FDcPropertyDatum Datum(&Value);\nFDcPropertyReader Reader(Datum);\nDcAutomationUtils::DumpToLog(&Reader); The results are like this: <StructRoot> 'DcTestExample2'\n|---<Name> 'StrField'\n|---<String> 'Foo'\n|---<Name> 'StrArrField'\n|---<ArrayRoot>\n| |---<String> 'One'\n| |---<String> 'Two'\n| |---<String> 'Three'\n|---<ArrayEnd>\n|---<Name> 'InlineField'\n|---<ClassRoot> 'DcShapeSquare'\n| |---<Name> 'Radius'\n| |---<Float> '2.000000'\n| |---<Name> 'ShapeName'\n| |---<Name> 'MyBox'\n|---<ClassEnd> 'DcBaseShape'\n|---<Name> 'RefField'\n|---<ClassRoot> 'DcTestClass1'\n| |---<ObjectReference> '337' 'DcTestClass1_0'\n|---<ClassEnd> 'DcTestClass1'\n<StructEnd> 'DcTestExample2' Some caveats: Note that DcTestExample2::StrArrField is dumped into a array. Note that DataConfig can't distinguish between Foo and Foo[1] that's a 1 element array. It would be read as a normal field. Note that DcTestExample2::InlineField is expanded and DcTestExample2::RefField is read as an reference. This is determined by FDcPropertyConfig::ExpandObjectPredicate, which by default expands: Field marked with UPROPERTY(Instanced) Class marked with UCLASS(DefaultToInstanced, EditInlineNew)","breadcrumbs":"Formats » Property » Property Datum and Reader/Writer","id":"59","title":"Property Datum and Reader/Writer"},"6":{"body":"DcAutomationUtils::DumpToLog() can dump a FDcPropertyDatum to a string representation, in which FDcPropertyDatum is simply a (FProperty, void*) fat pointer tuple that can represent anything in the property system: DcTestBlurb.cpp // DataConfigTests/Private/DcTestBlurb.cpp\nFVector Vec(1.0f, 2.0f, 3.0f);\nFDcPropertyDatum VecDatum(TBaseStructure<FVector>::Get(), &Vec); DcAutomationUtils::DumpToLog(VecDatum); Output would be: -----------------------------------------\n# Datum: 'ScriptStruct', 'Vector'\n<StructRoot> 'Vector'\n|---<Name> 'X'\n|---<Float> '1.000000'\n|---<Name> 'Y'\n|---<Float> '2.000000'\n|---<Name> 'Z'\n|---<Float> '3.000000'\n<StructEnd> 'Vector'\n----------------------------------------- Additionally we wrapped this into gDcDebug that can be invoked in MSVC immediate window. Calling it during debug would dump into MSVC Output window: // DataConfigCore/Public/DataConfig/Automation/DcAutomationUtils.h\nstruct DATACONFIGCORE_API FDcDebug\n{ FORCENOINLINE void DumpStruct(char* StructNameChars, void* Ptr); FORCENOINLINE void DumpObject(UObject* Obj); FORCENOINLINE void DumpDatum(void* DatumPtr);\n}; /// Access `gDcDebugg` in MSVC immediate window:\n///\n/// - in monolith builds:\n/// gDcDebug.DumpObject(Obj)\n///\n/// - in DLL builds prefix with dll name:\n/// ({,,UE4Editor-DataConfigCore}gDcDebug).DumpObject(ObjPtr) extern FDcDebug gDcDebug; Here's an animated demo showing dumping the vector above during debug break in MSVC: Examples-DebugDumpVecDatum The full expression to evaluate is: ({,,UE4Editor-DataConfigCore}gDcDebug).DumpDatum(&VecDatum) We need DLL name to locate gDcDebug in a non monolith build.","breadcrumbs":"Examples » Debug Dump » Debug Dump","id":"6","title":"Debug Dump"},"60":{"body":"DcPropertyTypes.h Property reader/writer accepts FDcPropertyConfig class for customizing behaviors. By default we've implemented DcSkip metadata that you can mark on given reader/writer.URPOPERTY() and the field would be skipped by given reader/writer: // DataConfigTests/Private/DcTestProperty3.h\nUSTRUCT()\nstruct FDcTestMeta1\n{ GENERATED_BODY() UPROPERTY(meta = (DcSkip)) int SkipField1;\n}; Though that DcSkip behavior is enabled by default, you can override this with a custom FPropertyConfig instance. Here's an example of processing only fields with DcTestSerialize meta: // DataConfigTests/Private/DcTestProperty4.h\nUSTRUCT()\nstruct FDcTestSerializeMeta1\n{ GENERATED_BODY() UPROPERTY(meta = (DcTestSerialize)) int SerializedField; UPROPERTY() int IgnoredField;\n}; // DataConfigTests/Private/DcTestProperty4.cpp\nFDcPropertyConfig Config;\n// only process fields that has `DcTestSerialize` meta\nConfig.ProcessPropertyPredicate = FDcProcessPropertyPredicateDelegate::CreateLambda([](FProperty* Property)\n{ const static FName TestSerializeMeta = FName(TEXT(\"DcTestSerialize\")); return DcPropertyUtils::IsEffectiveProperty(Property) && Property->HasMetaData(TestSerializeMeta);\n});\nConfig.ExpandObjectPredicate = FDcExpandObjectPredicateDelegate::CreateStatic(DcPropertyUtils::IsSubObjectProperty);\nCtx.Reader->SetConfig(Config);","breadcrumbs":"Formats » Property » Configuring with FDcPropertyConfig","id":"60","title":"Configuring with FDcPropertyConfig"},"61":{"body":"DcPropertyPipeSerializers.h DcPropertyPipeSerializers.cpp DcPropertyPipeDeserializers.h DcPropertyPipeDeserializers.cpp There's a set of deserialize handlers in DcPropertyPipeHandlers namespace. It's used to roundtripping property system objects. Simply speaking it's equivalent to doing a FDcPipeVisitor pipe visit. // DataConfigTests/Private/DcTestBlurb.cpp\n// these two blocks are equivalent\n{ FDcPropertyReader Reader(FromDatum); FDcPropertyWriter Writer(ToDatum); FDcPipeVisitor RoundtripVisit(&Reader, &Writer); DC_TRY(RoundtripVisit.PipeVisit());\n} { FDcDeserializer Deserializer; DcSetupPropertyPipeDeserializeHandlers(Deserializer); FDcPropertyReader Reader(FromDatum); FDcPropertyWriter Writer(ToDatum); FDcDeserializeContext Ctx; Ctx.Reader = &Reader; Ctx.Writer = &Writer; Ctx.Deserializer = &Deserializer; DC_TRY(Ctx.Prepare()); DC_TRY(Deserializer.Deserialize(Ctx));\n} These are provided as a set of basis to for building custom property wrangling utils. See Field Renamer for example.","breadcrumbs":"Formats » Property » Pipe Property Handlers","id":"61","title":"Pipe Property Handlers"},"62":{"body":"Alongside DataConfigCore we have two other modules DataConfigExtra and DataConfigEditorExtra. It have self contained samples built on top of DataConfig framework. Note that these are not intended to be integrated directly. You can take these as references when implementing custom features.","breadcrumbs":"Extra » Extra","id":"62","title":"Extra"},"63":{"body":"This example has been shown in previous chapter . It's also a benchmark use case for our custom deserialization logic: DcSerDeColor.h DcSerDeColor.cpp // DataConfigExtra/Public/DataConfig/Extra/SerDe/DcSerDeColor.h\nUSTRUCT()\nstruct FDcExtraTestStructWithColor1\n{ GENERATED_BODY() UPROPERTY() FColor ColorField1; UPROPERTY() FColor ColorField2;\n}; // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\nFString Str = TEXT(R\"( { \"ColorField1\" : \"#0000FFFF\", \"ColorField2\" : \"#FF0000FF\", }\n)\"); FColor is converted into a #RRGGBBAA hex string. The corresponding handlers looks pretty mirrored. // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\nFDcResult HandlerColorDeserialize(FDcDeserializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Writer->WriteDataEntry(FStructProperty::StaticClass(), Datum)); FString ColorStr; DC_TRY(Ctx.Reader->ReadString(&ColorStr)); FColor Color = FColor::FromHex(ColorStr); FColor* ColorPtr = (FColor*)Datum.DataPtr; *ColorPtr = Color; return DcOk();\n} FDcResult HandlerColorSerialize(FDcSerializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Reader->ReadDataEntry(FStructProperty::StaticClass(), Datum)); FColor* ColorPtr = (FColor*)Datum.DataPtr; DC_TRY(Ctx.Writer->WriteString(TEXT(\"#\") + ColorPtr->ToHex())); return DcOk();\n} Note how FDcPropertyReader::ReadDataEntry and FDcPropertyWriter::WriteDataEntry retrieves the next property as a FDcPropertyDatum, which allows us to directly manipulate a FColor pointer.","breadcrumbs":"Extra » FColor » FColor Serialization/Deserialization","id":"63","title":"FColor Serialization/Deserialization"},"64":{"body":"This demonstrates conversion betweenTArray<uint8> and Base64 encoded strings in JSON: DcSerDeBase64.h DcSerDeBase64.cpp // DataConfigExtra/Public/DataConfig/Extra/Deserialize/DcSerDeBase64.h\nUSTRUCT()\nstruct FDcExtraTestStructWithBase64\n{ GENERATED_BODY() UPROPERTY(meta = (DcExtraBase64)) TArray<uint8> BlobField1; UPROPERTY(meta = (DcExtraBase64)) TArray<uint8> BlobField2;\n}; // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcSerDeBase64.cpp\nFString Str = TEXT(R\"( { \"BlobField1\" : \"dGhlc2UgYXJlIG15IHR3aXN0ZWQgd29yZHM=\", \"BlobField2\" : \"\", }\n)\"); Note that we're tagging the BlobField with (meta = (DcExtraBase64)) to explicitly show that we' want this member to be converted into Base64. UE support arbitrary meta data in the meta = () segment . But beware that the meta data is only available when WITH_EDITORDATA flag is defined. In predicate we check for this DcExtraBase64 like this: // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcSerDeBase64.cpp\nEDcDeserializePredicateResult PredicateIsBase64Blob(FDcDeserializeContext& Ctx)\n{ FArrayProperty* ArrayProperty = DcPropertyUtils::CastFieldVariant<FArrayProperty>(Ctx.TopProperty()); //\tcheck for only TArray<uint8> if (ArrayProperty == nullptr) return EDcDeserializePredicateResult::Pass; if (!ArrayProperty->Inner->IsA<FByteProperty>()) return EDcDeserializePredicateResult::Pass; return ArrayProperty->HasMetaData(TEXT(\"DcExtraBase64\")) ? EDcDeserializePredicateResult::Process : EDcDeserializePredicateResult::Pass;\n}","breadcrumbs":"Extra » Base64 Blob » Base64 Blob Serialization/Deserialization","id":"64","title":"Base64 Blob Serialization/Deserialization"},"65":{"body":"Previously we're deserializing FColor by writing into its member fields separately, which is a bit cumbersome. In this case DataConfig do support better alternatives. Since we know that FColor is POD type we can construct one by filling in correct bit pattern. In this case FDcPropertyWriter allow struct property to be coerced from a blob: DcSerDeColor.h DcSerDeColor.cpp // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\ntemplate<>\nFDcResult TemplatedWriteColorDispatch<EDcColorDeserializeMethod::WriteBlob>(const FColor& Color, FDcDeserializeContext& Ctx)\n{ return Ctx.Writer->WriteBlob({ (uint8*)&Color, // treat `Color` as opaque blob data sizeof(FColor) });\n} Alternatively we can get FProperty and data pointer in place and setting the value through Unreal's FProperty API: // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\ntemplate<>\nFDcResult TemplatedWriteColorDispatch<EDcColorDeserializeMethod::WriteDataEntry>(const FColor& Color, FDcDeserializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Writer->WriteDataEntry(FStructProperty::StaticClass(), Datum)); Datum.CastFieldChecked<FStructProperty>()->CopySingleValue(Datum.DataPtr, &Color); return DcOk();\n} Note that we already know that Datum.DataPtr points to a allocated FColor instance. Thus we can simply cast it into a FColor* and directly manipulate the pointer. // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\ntemplate<>\nFDcResult TemplatedWriteColorDispatch<EDcColorDeserializeMethod::WritePointer>(const FColor& Color, FDcDeserializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Writer->WriteDataEntry(FStructProperty::StaticClass(), Datum)); FColor* ColorPtr = (FColor*)Datum.DataPtr; *ColorPtr = Color; // deserialize by assignment return DcOk();\n} Note that these techniques also applies on serialization: // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\nFDcResult HandlerColorSerialize(FDcSerializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Reader->ReadDataEntry(FStructProperty::StaticClass(), Datum)); FColor* ColorPtr = (FColor*)Datum.DataPtr; DC_TRY(Ctx.Writer->WriteString(TEXT(\"#\") + ColorPtr->ToHex())); return DcOk();\n}","breadcrumbs":"Extra » WriterAPI » Writer API Alternatives","id":"65","title":"Writer API Alternatives"},"66":{"body":"UE comes with a handy module JsonUtilities that handles conversion between USTRUCTs and JSON. In this example we've implemented similar functionalities that behaves almost identical to stock FJsonConverter. DcJsonConverter.h DcJsonConverter.cpp // DataConfigExtra/Private/DataConfig/Extra/Types/DcJsonConverter.cpp\nFString Str = TEXT(R\"( { \"strField\" : \"Foo\", \"nestField\" : { \"strArrayField\" : [ \"One\", \"Two\", \"Three\" ], \"strIntMapField\" : { \"One\": 1, \"Two\": 2, \"Three\": 3 } }, \"intField\" : 253, \"boolField\" : true }\n)\"); { FDcTestJsonConverter1 Lhs; bool LhsOk = DcExtra::JsonObjectStringToUStruct(Str, &Lhs); FDcTestJsonConverter1 Rhs; bool RhsOk = FJsonObjectConverter::JsonObjectStringToUStruct(Str, &Rhs);\n} { FString Lhs; bool LhsOk = DcExtra::UStructToJsonObjectString(Data, Lhs); FString Rhs; bool RhsOk = FJsonObjectConverter::UStructToJsonObjectString(Data, Rhs);\n} DcExtra::JsonObjectStringToUStruct() body is trivia as it delegates most of the work to DcDeserializer: // DataConfigExtra/Private/DataConfig/Extra/Types/DcJsonConverter.cpp\nbool JsonObjectReaderToUStruct(FDcReader* Reader, FDcPropertyDatum Datum)\n{ FDcResult Ret = [&]() -> FDcResult { using namespace JsonConverterDetails; LazyInitializeDeserializer(); FDcPropertyWriter Writer(Datum); FDcDeserializeContext Ctx; Ctx.Reader = Reader; Ctx.Writer = &Writer; Ctx.Deserializer = &Deserializer.GetValue(); DC_TRY(Ctx.Prepare()); DC_TRY(Deserializer->Deserialize(Ctx)); return DcOk(); }(); if (!Ret.Ok()) { DcEnv().FlushDiags(); return false; } else { return true; }\n} The serializing function DcExtra::UStructToJsonObjectString() needs some customization as default DcJsonWriter and DcSerializer handlers behaves a bit different against stock FDcJsonConverter: It serialize field names as camelCase. It uses platform dependent line endings, that is \\r\\n on Windows. It have subtle new line breaking rules on nested array and object, and on spacing around : token. The good news is that one can customize these behaviors with DataConfig to match it: // DataConfigExtra/Public/DataConfig/Extra/Types/DcJsonConverter.h\ntemplate<typename InStructType>\nstatic bool UStructToJsonObjectString(const InStructType& InStruct, FString& OutJsonString)\n{ static FDcJsonWriter::ConfigType _JSON_CONVERTER_CONFIG = [] { FDcJsonWriter::ConfigType Config = FDcJsonWriter::DefaultConfig; Config.IndentLiteral = TEXT(\"\\t\"); Config.LineEndLiteral = LINE_TERMINATOR; Config.LeftSpacingLiteral = TEXT(\"\"); Config.bNestedArrayStartsOnNewLine = false; Config.bNestedObjectStartsOnNewLine = true; return Config; }(); FDcJsonWriter Writer(_JSON_CONVERTER_CONFIG); ...\n} // DataConfigExtra/Private/DataConfig/Extra/Types/DcJsonConverter.cpp\nstatic FDcResult HandlerStructRootSerializeCamelCase(FDcSerializeContext& Ctx)\n{ ... else if (CurPeek == EDcDataEntry::Name) { FName Value; DC_TRY(Ctx.Reader->ReadName(&Value)); DC_TRY(Ctx.Writer->WriteString(FJsonObjectConverter::StandardizeCase(Value.ToString()))); }\n} We aim to support flexible serialization and formatting behaviors without modifying DataConfigCore code:","breadcrumbs":"Extra » JsonConverter » JsonConverter in DataConfig","id":"66","title":"JsonConverter in DataConfig"},"67":{"body":"This is an intermediate example that takes advantage of the flexibility provided by the property system. FDcAnyStruct is a struct that stores a heap allocated USTRUCT of any type while maintaining value semantic on itself. If you're familiar with the concept of variant type, just think of it as a variant type that supports all USTRUCT: DcAnyStruct.h DcAnyStruct.cpp // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeAnyStruct.cpp\n// instantiate from heap allocated structs\nFDcAnyStruct Any1 = new FDcExtraTestSimpleStruct1();\nAny1.GetChecked<FDcExtraTestSimpleStruct1>()->NameField = TEXT(\"Foo\"); // supports moving\nFDcAnyStruct Any2 = MoveTemp(Any1);\ncheck(!Any1.IsValid());\ncheck(Any2.GetChecked<FDcExtraTestSimpleStruct1>()->NameField == TEXT(\"Foo\"));\nAny2.Reset(); // supports shared referencing\nAny2 = new FDcExtraTestSimpleStruct2();\nAny2.GetChecked<FDcExtraTestSimpleStruct2>()->StrField = TEXT(\"Bar\"); Any1 = Any2; check(Any1.DataPtr == Any2.DataPtr);\ncheck(Any1.StructClass == Any2.StructClass); We then implemented conversion logic between FDcAnyStruct and JSON: DcSerDeAnyStruct.h DcSerDeAnyStruct.cpp // DataConfigExtra/Public/DataConfig/Extra/SerDe/DcSerDeAnyStruct.h\nUSTRUCT()\nstruct FDcExtraTestWithAnyStruct1\n{ GENERATED_BODY() UPROPERTY() FDcAnyStruct AnyStructField1; UPROPERTY() FDcAnyStruct AnyStructField2; UPROPERTY() FDcAnyStruct AnyStructField3;\n}; // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeAnyStruct.cpp\nFString Str = TEXT(R\"( { \"AnyStructField1\" : { \"$type\" : \"DcExtraTestSimpleStruct1\", \"NameField\" : \"Foo\" }, \"AnyStructField2\" : { \"$type\" : \"DcExtraTestStructWithColor1\", \"ColorField1\" : \"#0000FFFF\", \"ColorField2\" : \"#FF0000FF\" }, \"AnyStructField3\" : null }\n)\"); Note how the custom FColor <-> \"#RRGGBBAA\" conversion recursively works within FDcAnyStruct. This should be a good starting point for you to implement your own nested variant types and containers. For more details refer to the implementation of HandlerDcAnyStruct[Serialize/Deserialize].","breadcrumbs":"Extra » AnyStruct » AnyStruct","id":"67","title":"AnyStruct"},"68":{"body":"In AnyStruct we implemented FDcAnyStruct that can store arbitrary heap allocated USTRUCT. A shortcoming of this approach is that it introduces overhead of heap allocated memory, which also have worse cache locality comparing to stack allocated structs. In this example we implemented a series of structs FDcInlineStruct64/FDcInlineStruct128/FDcInlineStruct256/FDcInlineStruct512 which stores a USTRUCT inline. Think it as a small buffer optimized version of FDcAnyStruct. These can also be used as a cheap alternative to UCLASS based polymorphism. DcInlineStruct.h DcInlineStruct.cpp // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeInlineStruct.cpp\n// stack allocated usage\nFDcInlineStruct64 Inline1;\nInline1.Emplace<FColor>(255, 0, 0, 255);\nUTEST_TRUE(\"Inline Struct\", *Inline1.GetChecked<FColor>() == FColor::Red); // support copy FDcInlineStruct64 Inline2 = Inline1;\nUTEST_TRUE(\"Inline Struct\", *Inline2.GetChecked<FColor>() == FColor::Red); Serialization handlers for inline structs are similar to any struct ones: DcSerDeInlineStruct.h DcSerDeInlineStruct.cpp // DataConfigExtra/Public/DataConfig/Extra/SerDe/DcSerDeInlineStruct.h\nUSTRUCT()\nstruct FDcExtraTestWithInlineStruct1\n{ GENERATED_BODY() UPROPERTY() FDcInlineStruct64 InlineField1; UPROPERTY() FDcInlineStruct64 InlineField2;;\n}; // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeInlineStruct.cpp\nFString Str = TEXT(R\"( { \"InlineField1\" : { \"$type\" : \"DcExtraTestSimpleStruct1\", \"NameField\" : \"Foo\" }, \"InlineField2\" : { \"$type\" : \"DcExtraTestStructWithColor1\", \"ColorField1\" : \"#0000FFFF\", \"ColorField2\" : \"#FF0000FF\" } }\n)\"); Note that one limitation with inline structs the USTRUCT get put in must have smaller size than the inline struct storage. Deserialize handlers would check for these cases: LogDataConfigCore: Display: # DataConfig Error: Inline struct too big: BufSize '56', Struct 'DcExtraTestStruct128' Size '128'\nLogDataConfigCore: Display: - [WideCharDcJsonReader] --> <in-memory>5:38 3 | { 4 | \"InlineField1\" : { 5 | \"$type\" : \"DcExtraTestStruct128\", | ^ 6 | \"NameField\" : \"Foo\" 7 | },\nLogDataConfigCore: Display: - [DcPropertyWriter] Writing property: (FDcExtraTestWithInlineStruct1)$root.(FDcInlineStruct64)InlineField1\nLogDataConfigCore: Display: - [DcSerializer]","breadcrumbs":"Extra » InlineStruct » Inline Struct","id":"68","title":"Inline Struct"},"69":{"body":"DataConfig can also be used to author one-off utility. In this example we implemented DcExtra::DeserializeStructRenaming() that copies data between structural identical data structures, while renaming field names by a user function. DcDeserializeRenameStructFieldNames.h DcDeserializeRenameStructFieldNames.cpp // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcDeserializeRenameStructFieldNames.cpp\n// struct equivelent to this:\nFString Str = TEXT(R\"( { \"FromName1\" : \"Foo\", \"FromStructSet1\" : [ { \"FromStr1\" : \"One\", \"FromInt1\" : 1, }, { \"FromStr1\" : \"Two\", \"FromInt1\" : 2, } ] }\n)\"); // ... deserialize with a functor renaming `FromXXX` to `ToXXX`:\nUTEST_OK(\"...\", DcExtra::DeserializeStructRenaming( FromDatum, ToDatum, FDcExtraRenamer::CreateLambda([](const FName& FromName){ FString FromStr = FromName.ToString(); if (FromStr.StartsWith(TEXT(\"From\"))) return FName(TEXT(\"To\") + FromStr.Mid(4)); else return FromName;\n}))); // ... results into a struct equivelent to this: FString Str = TEXT(R\"( { \"ToName1\" : \"Foo\", \"ToStructSet1\" : [ { \"ToStr1\" : \"One\", \"ToInt1\" : 1, }, { \"ToStr1\" : \"Two\", \"ToInt1\" : 2, } ] }\n)\"); This takes advantage of the DcPropertyPipeHandlers that simply do verbatim data piping. The gist is that you should consider DataConfig an option when working with batch data processing within Unreal Engine. We are trying to provide tools to support these use cases.","breadcrumbs":"Extra » Field Renamer » Field Renamer","id":"69","title":"Field Renamer"},"7":{"body":"At the moment it supports these the engine versions below: UE 5.1 UE 5.0 UE 4.27 UE 4.26 UE 4.25","breadcrumbs":"Integration » Integration","id":"7","title":"Integration"},"70":{"body":"This example demonstrates that FReader/FWriter can be used standalone, without FDcSerializer/FDcDeserializer. UE built-in module PropertyPath allow accessing nested object properties by a path like Foo.Bar.Baz: DcPropertyPathAccess.h DcPropertyPathAccess.cpp // DataConfigExtra/Private/DataConfig/Extra/Types/DcPropertyPathAccess.cpp\nFString Str;\nUTEST_TRUE(\"...\", PropertyPathHelpers::GetPropertyValue(Outer, TEXT(\"StructRoot.Middle.InnerMost.StrField\"), Str));\nUTEST_TRUE(\"...\", Str == TEXT(\"Foo\")); UTEST_TRUE(\"...\", PropertyPathHelpers::SetPropertyValue(Outer, TEXT(\"StructRoot.Middle.InnerMost.StrField\"), FString(TEXT(\"Bar\"))));\nUTEST_TRUE(\"...\", Outer->StructRoot.Middle.InnerMost.StrField == TEXT(\"Bar\")); We implemented a pair of methods DcExtra::GetDatumPropertyByPath/SetDatumPropertyByPath with FDcPropertyReader: // DataConfigExtra/Private/DataConfig/Extra/Types/DcPropertyPathAccess.cpp\nUTEST_TRUE(\"...\", CheckStrPtr(GetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Middle.InnerMost.StrField\"), TEXT(\"Foo\")));\nUTEST_TRUE(\"...\", CheckStrPtr(GetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Arr.0.StrField\"), TEXT(\"Bar0\")));\nUTEST_TRUE(\"...\", CheckStrPtr(GetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Arr.1.StrField\"), TEXT(\"Bar1\")));\nUTEST_TRUE(\"...\", CheckStrPtr(GetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.NameMap.FooKey.StrField\"), TEXT(\"FooValue\"))); UTEST_TRUE(\"...\", SetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Middle.InnerMost.StrField\", TEXT(\"AltFoo\")));\nUTEST_TRUE(\"...\", SetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Arr.0.StrField\", TEXT(\"AltBar0\")));\nUTEST_TRUE(\"...\", SetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Arr.1.StrField\", TEXT(\"AltBar1\")));\nUTEST_TRUE(\"...\", SetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.NameMap.FooKey.StrField\", TEXT(\"AltFooValue\"))); Comparing to PropertyPathHelpers these new ones support Array and Map, and support USTRUCT roots. We're missing some features like expanding weak/lazy object references but it should be easy to implement. Remember that we have bundled JSON/MsgPack reader/writers that can also be used standalone.","breadcrumbs":"Extra » Property Path » Access property by path","id":"70","title":"Access property by path"},"71":{"body":"Unreal Engine bundles SQLite3 in SQLiteCore plugin and bundled with minimal C++ abstractions. In this example we implemented LoadStructArrayFromSQLite to load a SQLite query into a TArray of structs: DcSqlite.h DcSqlite.cpp // DataConfigExtra/Public/DataConfig/Extra/Misc/DcSqlite.h\ntemplate<typename TStruct>\nFDcResult LoadStructArrayFromSQLite(FSQLiteDatabase* Db, const TCHAR* Query, TArray<TStruct>& Arr)\n// ... With this method we can easily turn SQLite query results into structs that's easy to manipulate with: // DataConfig/Source/DataConfigExtra/Private/DataConfig/Extra/Misc/DcSqlite.cpp\n/// data fixture\nFString Statement = TEXT(\"CREATE TABLE users (id INTEGER NOT NULL,name TEXT, title TEXT)\");\nbSuccess &= TestDb.Execute(*Statement);\nStatement = TEXT(\"INSERT INTO users (id, name, title) VALUES (1, 'John', 'Manager')\");\nbSuccess &= TestDb.Execute(*Statement);\nStatement = TEXT(\"INSERT INTO users (id, name, title) VALUES (2, 'Mark', 'Engineer')\");\nbSuccess &= TestDb.Execute(*Statement);\nStatement = TEXT(\"INSERT INTO users (id, name, title) VALUES (3, 'Bob', 'Engineer')\");\nbSuccess &= TestDb.Execute(*Statement);\nStatement = TEXT(\"INSERT INTO users (id, name, title) VALUES (4, 'Mike', 'QA')\"); // execute query and deserialize\nTArray<FDcExtraTestUser> Arr;\nUTEST_OK(\"Extra Sqlite\", DcExtra::LoadStructArrayFromSQLite( &TestDb, TEXT(\"SELECT * FROM users WHERE title == 'Engineer' ORDER BY id\"), Arr )); // equivalent fixture\nFString Fixture = TEXT(R\"( [ { \"Id\" : 2, \"Name\" : \"Mark\", \"Title\" : \"Engineer\" }, { \"Id\" : 3, \"Name\" : \"Bob\", \"Title\" : \"Engineer\" } ]\n)\"); For this to work we'll need to implement FSqliteReader which implements FDcReader API so it can be consumed by deserializer. The cool thing is that FSqliteReader works very well with SQLite's step API and can wrap SQLite error reporting into diagnostics that DataConfig can report.","breadcrumbs":"Extra » SQLite » Deserialize From SQLite Query","id":"71","title":"Deserialize From SQLite Query"},"72":{"body":"Unreal Engine Modules is how the engine handles its C++ code physical design. You'll need to be pretty familiar with the system to scale up your C++ project. We split extra samples in two modules. The first is DataConfigExtra which does not depend on Engine/UnrealEd module. It can be built along program target. DataConfigExtra is basically a set of C++ source files bundled and there's no special setup for it. The key setup is to set ModuleRules.bRequiresImplementModule to be false: DataConfigExtra.Build.cs // DataConfigExtra/DataConfigExtra.Build.cs\npublic class DataConfigExtra : ModuleRules\n{ public DataConfigExtra(ReadOnlyTargetRules Target) : base(Target) { bRequiresImplementModule = false; Type = ModuleType.CPlusPlus; PCHUsage = PCHUsageMode.UseExplicitOrSharedPCHs; PublicDependencyModuleNames.AddRange( new string[] { \"DataConfigCore\", \"Core\", \"CoreUObject\", // ... }); }\n} The other module is DcEditorExtraModule, a more conventional editor only module. It's also the recommended setup for integrating DataConfig as an editor only dependency into your project. We also put samples that depends on Engine and other gameplay system in here. Most of integration code is in IModuleInterface::StartUpModule/ShutdownModule(). DcEditorExtraModule.cpp // DataConfigEditorExtra/Private/DcEditorExtraModule.cpp\nvoid FDcEditorExtraModule::StartupModule()\n{ // ... DcRegisterDiagnosticGroup(&DcDExtra::Details); DcRegisterDiagnosticGroup(&DcDEditorExtra::Details); DcStartUp(EDcInitializeAction::Minimal); DcEnv().DiagConsumer = MakeShareable(new FDcMessageLogDiagnosticConsumer()); // ...\n} void FDcEditorExtraModule::ShutdownModule()\n{ DcShutDown(); // ...\n} Here's a checklist for integration: Register additional diagnostics early. Call DcStartUp()/DcShutDonw() pair. Register custom diagnostic consumer. FDcMessageLogDiagnosticConsumer is an example of redirecting diagnostics to the UE Message Log window with its own category.","breadcrumbs":"Extra » Module Setup » Extra Module Setups","id":"72","title":"Extra Module Setups"},"73":{"body":"In this example we added a Dump Asset To Log menu entry. After enabling it you can see it on the context menu on all asset types: DataConfigEditorExtra-DumpAssetToLog On clicking it would use the pretty print writer to dump the asset into Output Log: DataConfigEditorExtra-DumpOutputLog This is implemented as an editor menu extender: DcEditorDumpAssetToLog.cpp // DataConfigExtra/Private/DataConfig/EditorExtra/Editor/DcEditorDumpAssetToLog.cpp\nTSharedRef<FExtender> DumpAssetToLogExtender(const TArray<FAssetData>& SelectedAssets)\n{ // ... Extender->AddMenuExtension(\"GetAssetActions\", EExtensionHook::After, TSharedPtr<FUICommandList>(), FMenuExtensionDelegate::CreateLambda([Asset](FMenuBuilder& MenuBuilder) { MenuBuilder.AddMenuEntry( // ... FUIAction( FExecuteAction::CreateLambda([Asset]{ if (UBlueprint* Blueprint = Cast<UBlueprint>(Asset.GetAsset())) { // dump BP class generated class CDO as it makes more sense DcAutomationUtils::DumpToLog(FDcPropertyDatum(Blueprint->GeneratedClass->ClassDefaultObject)); } else { DcAutomationUtils::DumpToLog(FDcPropertyDatum(Asset.GetAsset())); } }), FCanExecuteAction() ) ); })); } // ... When asset is a Blueprint we dump its CDO instead as it makes more sense.","breadcrumbs":"Extra » Dump Asset To Log » Dump Asset To Log","id":"73","title":"Dump Asset To Log"},"74":{"body":"The Property System is so powerful that you can create new Blueprint Class/Struct, which is equivalent to C++ UCLASS/USTRUCT to some extents. In this example we'll show how to handle these in DataConfig. The whole blueprint stuff depends on Engine module. This is also why we put related code into DataConfigEditorExtra module.","breadcrumbs":"Extra » Blueprint » Blueprint Serialization/Deserialization","id":"74","title":"Blueprint Serialization/Deserialization"},"75":{"body":"Blueprint class are stored within UBlueprint typed assets. Note that we automatically unwrap the container in handlers. DcSerDeBlueprint.h DcSerDeBlueprint.cpp //DataConfigEditorExtra/Public/DataConfig/EditorExtra/SerDe/DcSerDeBlueprint.h\nUSTRUCT()\nstruct DATACONFIGEDITOREXTRA_API FDcEditorExtraTestStructWithBPClass\n{ GENERATED_BODY() UPROPERTY() TSubclassOf<UDcTestBPClassBase> ClassField1; UPROPERTY() TSubclassOf<UDcTestBPClassBase> ClassField2; UPROPERTY() TSubclassOf<UDcTestBPClassBase> ClassField3;\n}; USTRUCT()\nstruct DATACONFIGEDITOREXTRA_API FDcEditorExtraTestStructWithBPInstance\n{ GENERATED_BODY() UPROPERTY() UDcTestBPClassBase* InstanceField1; UPROPERTY() UDcTestBPClassBase* InstanceField2; UPROPERTY() UDcTestBPClassBase* InstanceField3;\n}; //DataConfigEditorExtra/Private/DataConfig/EditorExtra/SerDe/DcSerDeBlueprint.cpp\nFString Str = TEXT(R\"( { \"ClassField1\" : null, \"ClassField2\" : \"DcTestNativeDerived1\", \"ClassField3\" : \"/DataConfig/DcFixture/DcTestBlueprintClassBeta\" }\n)\"); FString Str = TEXT(R\"( { \"InstanceField1\" : null, \"InstanceField2\" : \"/DataConfig/DcFixture/DcTestBlueprintInstanceAlpha\", \"InstanceField3\" : \"/DataConfig/DcFixture/DcTestBlueprintInstanceBeta\" }\n)\");","breadcrumbs":"Extra » Blueprint » Blueprint Class and Object references","id":"75","title":"Blueprint Class and Object references"},"76":{"body":"In this example we roundtrip a Blueprint class instance from JSON: Blueprint Class //DataConfigEditorExtra/Private/DataConfig/EditorExtra/SerDe/DcSerDeBlueprint.cpp\nFString Str = TEXT(R\"( { \"StrField\" : \"Foo\", \"BPEnumField\" : \"Baz\", \"IntField\" : 345 }\n)\"); You can also reference on how to handle Blueprint enum in this example. It need some special care to convert between int value and the descriptive text set within the editor.","breadcrumbs":"Extra » Blueprint » Blueprint Class Instance","id":"76","title":"Blueprint Class Instance"},"77":{"body":"Finally we're combined FColor, FDcAnyStruct and Blueprint struct into one single example: DataConfigEditorExtra-BlueprintStruct //DataConfigEditorExtra/Private/DataConfig/EditorExtra/SerDe/DcSerDeBlueprint.cpp\nFString Str = TEXT(R\"( { \"AnyStructField1\" : { \"$type\" : \"/DataConfig/DcFixture/DcTestBlueprintStructWithColor\", \"NameField\" : \"Foo\", \"StrField\" : \"Bar\", \"IntField\" : 123, \"ColorField\" : \"#FF0000FF\" } }\n)\"); Under the hood Blueprint struct mangles its field names. The struct above dumps to something like this: -----------------------------------------\n# Datum: 'UserDefinedStruct', 'DcTestBlueprintStructWithColor'\n<StructRoot> 'DcTestBlueprintStructWithColor'\n|---<Name> 'NameField_5_97BFF114405C1934C2F33E8668BF1652'\n|---<Name> 'Foo'\n|---<Name> 'StrField_9_FAA71EFE4896F4E6B1478B9C13B2CE52'\n|---<String> 'Bar'\n|---<Name> 'IntField_11_3BC7CB0F42439CE2196F7AA82A1AC374'\n|---<Int32> '123'\n|---<Name> 'ColorField_14_F676BCF245B2977B678B65A8216E94EB'\n|---<StructRoot> 'Color'\n| |---<Name> 'B'\n| |---<UInt8> '0'\n| |---<Name> 'G'\n| |---<UInt8> '0'\n| |---<Name> 'R'\n| |---<UInt8> '255'\n| |---<Name> 'A'\n| |---<UInt8> '255'\n|---<StructEnd> 'Color'\n<StructEnd> 'DcTestBlueprintStructWithColor'\n----------------------------------------- The good news is that DataConfig already got this covered.","breadcrumbs":"Extra » Blueprint » Blueprint Struct Instance","id":"77","title":"Blueprint Struct Instance"},"78":{"body":"GameplayTags is a built-in runtime module that implements hierarchical tags. In this example we have roundtrip handlers for FGameplayTag and FGameplayTagContainer. DcSerDeGameplayTags.h DcSerDeGameplayTags.cpp // DataConfigEditorExtra/Public/DataConfig/EditorExtra/SerDe/DcSerDeGameplayTags.h\nUSTRUCT()\nstruct FDcEditorExtraTestStructWithGameplayTag1\n{ GENERATED_BODY() UPROPERTY() FGameplayTag TagField1; UPROPERTY() FGameplayTag TagField2;\n}; // DataConfigEditorExtra/Private/DataConfig/EditorExtra/SerDe/DcSerDeGameplayTags.cpp\nFString Str = TEXT(R\"( { \"TagField1\" : null, \"TagField2\" : \"DataConfig.Foo.Bar\" }\n)\"); FGameplayTagContainer converts to a list of strings: // DataConfigEditorExtra/Public/DataConfig/EditorExtra/Deserialize/DcDeserializeGameplayTags.h\nUSTRUCT()\nstruct FDcEditorExtraTestStructWithGameplayTag2\n{ GENERATED_BODY() UPROPERTY() FGameplayTagContainer TagContainerField1; UPROPERTY() FGameplayTagContainer TagContainerField2;\n}; // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Deserialize/DcDeserializeGameplayTags.cpp\nFString Str = TEXT(R\"( { \"TagContainerField1\" : [], \"TagContainerField2\" : [ \"DataConfig.Foo.Bar\", \"DataConfig.Foo.Bar.Baz\", \"DataConfig.Tar.Taz\", ] }\n)\"); Note that gameplay tag parsing has error reporting built-in. In this case we can pipe it into our diagnostic: // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Deserialize/DcDeserializeGameplayTags.cpp\nstatic FDcResult _StringToGameplayTag(FDcDeserializeContext& Ctx, const FString& Str, FGameplayTag* OutTagPtr)\n{ FString FixedString; FText Err; if (!FGameplayTag::IsValidGameplayTagString(Str, &Err, &FixedString)) { return DC_FAIL(DcDEditorExtra, InvalidGameplayTagStringFixErr) << Str << FixedString << Err; } //...\n} In case of a invalid tag it would report the reason and fixed string: # DataConfig Error: Invalid Gameplay Tag String, Actual: 'DataConfig.Invalid.Tag.', Fixed: 'DataConfig.Invalid.Tag', Error: 'Tag ends with .'\n- [JsonReader] --> <in-memory>5:4 3 | { 4 | \"TagField1\" : null, 5 | \"TagField2\" : \"DataConfig.Invalid.Tag.\" | ^^^^^^^^^^^^^^^^^^^^^^^^^ 6 | } 7 | - [PropertyWriter] Writing property: (FDcEditorExtraTestStructWithGameplayTag1)$root.(FGameplayTag)TagField2 [C:\\DevUE\\UnrealEngine\\Engine\\Source\\Developer\\MessageLog\\Private\\Model\\MessageLogListingModel.cpp(73)]","breadcrumbs":"Extra » Gameplay Tag » Gameplay Tag Serialization/Deserialization","id":"78","title":"Gameplay Tag Serialization/Deserialization"},"79":{"body":"We'll conclude with a concrete user story: populating GameplayAbility and GameplayEffect blueprint from JSON file. DcDeserializeGameplayAbility.h DcDeserializeGameplayAbility.cpp Gameplay Ability System is a built-in plugin for building data driven abilities. Users are expected to derived and modify GameplayAbility and GameplayEffect blueprint for custom logic. Given a JSON like this: // DataConfig/Tests/Fixture_AbilityAlpha.json\n{ /// Tags \"AbilityTags\" : [ \"DataConfig.Foo.Bar\", \"DataConfig.Foo.Bar.Baz\", ], \"CancelAbilitiesWithTag\" : [ \"DataConfig.Foo.Bar.Baz\", \"DataConfig.Tar.Taz\", ], /// Costs \"CostGameplayEffectClass\" : \"/DataConfig/DcFixture/DcTestGameplayEffectAlpha\", /// Advanced \"ReplicationPolicy\" : \"ReplicateYes\", \"InstancingPolicy\" : \"NonInstanced\",\n} Right click on a GameplayAbility blueprint asset and select Load From JSON， then select this file and confirm. It would correctly populate the fields with the values in JSON, as seen in the pic below: DataConfigEditorExtra-LoadJsonIntoAbility Most of the logic is in DataConfig/EditorExtra/Deserialize/DcDeserializeGameplayAbility.cpp: The context menu is added from GameplayAbilityEffectExtender. There's another handy item named Dump To Log which dumps any blueprint CDO into the log. DataConfig deserializer is setup in LazyInitializeDeserializer(). We added custom logic for deserializing FGameplayAttribute from a string like DcTestAttributeSet.Mana. We also reused many methods from previous examples to support FGameplayTag deserialization and Blueprint class look up by path.","breadcrumbs":"Extra » Gameplay Ability » Deserialize Gameplay Abilities","id":"79","title":"Deserialize Gameplay Abilities"},"8":{"body":"The easiest way to try out DataConfig is to add it as a plugin into your C++ project. In this section we'll walk through the steps of integrating DataConfig plugin into a empty UE C++ Project.","breadcrumbs":"Integration » Integrate DataConfig Plugin","id":"8","title":"Integrate DataConfig Plugin"},"80":{"body":"This example only works with UE5.0+ Starting with UE 5.0 there's a new plugin StructUtils featuring a struct type called FInstancedStruct . It's shares the same idea to previous AnyStruct example, while it has proper asset serialization logic and editor support. Given a struct hierarchy like this: // DataConfigExtra/Public/DataConfig/Extra/Types/DcExtraTestFixtures.h\nUSTRUCT(BlueprintType)\nstruct FDcStructShapeBase\n{ GENERATED_BODY() UPROPERTY(EditAnywhere) FName ShapeName;\n}; USTRUCT(BlueprintType)\nstruct FDcStructShapeRectangle : public FDcStructShapeBase\n{ GENERATED_BODY() UPROPERTY(EditAnywhere) float Height; UPROPERTY(EditAnywhere) float Width;\n}; USTRUCT(BlueprintType)\nstruct FDcStructShapeCircle : public FDcStructShapeBase\n{ GENERATED_BODY() UPROPERTY(EditAnywhere) float Radius;\n}; You can use FInstancedStruct specified with a BaseStruct meta to reference to a polymorphism instance: // DataConfigEditorExtra5/Public/DataConfig/EditorExtra/SerDe/DcSerDeInstancedStruct.h\nUPROPERTY(EditAnywhere, meta = (BaseStruct = \"/Script/DataConfigExtra.DcStructShapeBase\"))\nFInstancedStruct InstancedStruct1; UPROPERTY(EditAnywhere, meta = (BaseStruct = \"DcStructShapeBase\"))\nFInstancedStruct InstancedStruct2; The best part is that the editor is also working as intended: DataConfigEditorExtra-InstancedStructEditor Prior to this you'll need to setup Sub Objects for similar behavior, which costs unnecessary overhead. FInstancedStruct can also be serialized to and from JSON with DataConfig: DcSerDeInstancedStruct.h DcSerDeInstancedStruct.cpp // DataConfigExtra5/Public/DataConfig/EditorExtra/SerDe/DcSerDeInstancedStruct.h\nUSTRUCT()\nstruct FDcEditorExtra5InstancedStruct1\n{ GENERATED_BODY() UPROPERTY() FInstancedStruct InstancedStruct1; UPROPERTY() FInstancedStruct InstancedStruct2; UPROPERTY() FInstancedStruct InstancedStruct3;\n}; // DataConfigExtra5/Private/DataConfig/EditorExtra/SerDe/DcSerDeInstancedStruct.cpp\nFString Str = TEXT(R\"( { \"InstancedStruct1\" : { \"$type\" : \"DcExtraTestSimpleStruct1\", \"NameField\" : \"Foo\" }, \"InstancedStruct2\" : { \"$type\" : \"DcExtraTestStructWithColor1\", \"ColorField1\" : \"#0000FFFF\", \"ColorField2\" : \"#FF0000FF\" }, \"InstancedStruct3\" : null }\n)\"); Note how the custom FColor <-> \"#RRGGBBAA\" conversion recursively works within FInstancedStruct.","breadcrumbs":"Extra » InstancedStruct » InstancedStruct","id":"80","title":"InstancedStruct"},"81":{"body":"This section contains documentation for advanced topics.","breadcrumbs":"Advanced » Advanced","id":"81","title":"Advanced"},"82":{"body":"We've integrated two benchmarks fixtures from JSON for modern C++ project. In the benchmark we deserialize JSON into C++ structs, then serialize them back to JSON. Then we convert JSON to MsgPack and do identical process. canada.json corpus.ndjson See here for instructions to build and run the benchmark. Here're the results: DcBenchmarkFixture1.cpp On a Intel(R) Core(TM) i7-7700K CPU @ 4.20GHz: Corpus Json Deserialize: [Shipping] Bandwidth: 77.816(MB/s), Mean: 70.891(ms), Median:70.662(ms), Deviation:0.861\nCorpus Json Serialize: [Shipping] Bandwidth: 97.532(MB/s), Mean: 56.560(ms), Median:55.786(ms), Deviation:1.930\nCorpus MsgPack Deserialize: [Shipping] Bandwidth: 89.347(MB/s), Mean: 58.498(ms), Median:58.339(ms), Deviation:0.573\nCorpus MsgPack Serialize: [Shipping] Bandwidth: 79.530(MB/s), Mean: 65.719(ms), Median:65.457(ms), Deviation:0.867 Canada Json Deserialize: [Shipping] Bandwidth: 59.257(MB/s), Mean: 36.228(ms), Median:36.029(ms), Deviation:0.490\nCanada Json Serialize: [Shipping] Bandwidth: 47.083(MB/s), Mean: 45.596(ms), Median:44.961(ms), Deviation:1.563\nCanada MsgPack Serialize: [Shipping] Bandwidth: 101.112(MB/s), Mean: 5.778(ms), Median:5.764(ms), Deviation:0.060\nCanada MsgPack Deserialize: [Shipping] Bandwidth: 89.467(MB/s), Mean: 6.530(ms), Median:6.513(ms), Deviation:0.094 On a AMD Ryzen 9 5950X 16-Core Processor 3.40 GHz: Corpus Json Deserialize: [Shipping] Bandwidth: 98.890(MB/s), Mean: 55.784(ms), Median:55.486(ms), Deviation:0.856\nCorpus Json Serialize: [Shipping] Bandwidth: 107.389(MB/s), Mean: 51.369(ms), Median:51.046(ms), Deviation:1.531\nCorpus MsgPack Deserialize: [Shipping] Bandwidth: 112.146(MB/s), Mean: 46.606(ms), Median:46.521(ms), Deviation:0.213\nCorpus MsgPack Serialize: [Shipping] Bandwidth: 98.295(MB/s), Mean: 53.173(ms), Median:52.951(ms), Deviation:1.065 Canada Json Deserialize: [Shipping] Bandwidth: 72.858(MB/s), Mean: 29.465(ms), Median:29.238(ms), Deviation:0.802\nCanada Json Serialize: [Shipping] Bandwidth: 57.586(MB/s), Mean: 37.279(ms), Median:37.363(ms), Deviation:0.640\nCanada MsgPack Serialize: [Shipping] Bandwidth: 126.463(MB/s), Mean: 4.620(ms), Median:4.548(ms), Deviation:0.233\nCanada MsgPack Deserialize: [Shipping] Bandwidth: 103.348(MB/s), Mean: 5.653(ms), Median:5.649(ms), Deviation:0.020 Some insights on the results: Benchmark in Shipping build configuration, otherwise it doesn't make much sense. Recall that runtime performance isn't our top priority . We opted for a classic inheritance based API for FDcReader/FDcWriter which means that each read/write step result in a virtual dispatch. This by design would result in mediocre performance metrics. The bandwidth should be in the range of 10~100(MB/s) on common PC setup, no matter how simple the format is. MsgPack and JSON has similar bandwidth numbers in the benchmark. However MsgPack has far more tight layout when dealing with numeric data. Note in the Canada fixture MsgPack only takes around 10ms, as this fixture is mostly float number coordinates.","breadcrumbs":"Advanced » Benchmark » Benchmark","id":"82","title":"Benchmark"},"83":{"body":"There're some recurring patterns when writing handlers in DataConfig.","breadcrumbs":"Advanced » Writing Handlers » Tips for writing handlers","id":"83","title":"Tips for writing handlers"},"84":{"body":"When deserializing a container like USTRUCT root or TArray you'll need to recursively deserialize children properties. This is wrapped in a single function call: // DataConfigCore/Private/DataConfig/Deserialize/Handlers/Json/DcJsonStructDeserializers.cpp\nDC_TRY(DcDeserializeUtils::RecursiveDeserialize(Ctx)); Internally it would push writer's next property into FDcDeserializeContext::Properties to satisfiy the invariant that FDcDeserializeContext::TopProperty() always points to the current writing property. It would also clear up the top property on return. Another example is how we pipe deserialize a TMap<>. When at key and value position we simply call this method 2 times: // DataConfigCore/Private/DataConfig/Deserialize/Handlers/Property/DcPropertyPipeDeserializers.cpp\nDC_TRY(Ctx.Reader->ReadMapRoot());\nDC_TRY(Ctx.Writer->WriteMapRoot()); EDcDataEntry CurPeek;\nwhile (true)\n{ DC_TRY(Ctx.Reader->PeekRead(&CurPeek)); if (CurPeek == EDcDataEntry::MapEnd) break; DC_TRY(DcDeserializeUtils::RecursiveDeserialize(Ctx)); DC_TRY(DcDeserializeUtils::RecursiveDeserialize(Ctx));\n} DC_TRY(Ctx.Reader->ReadMapEnd());\nDC_TRY(Ctx.Writer->WriteMapEnd());","breadcrumbs":"Advanced » Writing Handlers » Recursive Deserialize","id":"84","title":"Recursive Deserialize"},"85":{"body":"Sometimes deserialization will create new UObject along the way. In this case you'll need to fill in FDcDeserializeContext::Objects so the top one is used for NewObject() calls. For transient objecst you can use GetTransientPackage(): // DataConfigTests/Private/DcTestDeserialize.cpp\nCtx.Objects.Push(GetTransientPackage());","breadcrumbs":"Advanced » Writing Handlers » Provide TopObject()","id":"85","title":"Provide TopObject()"},"86":{"body":"Sometimes you want to peek the content of the next entry. For example in DcExtra::HandlerBPDcAnyStructDeserialize() we're dealing with a JSON like this: // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Deserialize/DcDeserializeBPClass.cpp\n{ \"AnyStructField1\" : { \"$type\" : \"/DataConfig/DcFixture/DcTestBlueprintStructWithColor\", \"NameField\" : \"Foo\", //... }\n} We want to consume the $type key and its value, and then delegate the logic back to the deserializer. The solution here is first to consume the pair. Then we put back a { then replace the reader: // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Deserialize/DcDeserializeBPClass.cpp\nFDcPutbackReader PutbackReader(Ctx.Reader);\nPutbackReader.Putback(EDcDataEntry::MapRoot);\nTDcStoreThenReset<FDcReader*> RestoreReader(Ctx.Reader, &PutbackReader); FDcScopedProperty ScopedValueProperty(Ctx);\nDC_TRY(ScopedValueProperty.PushProperty());\nDC_TRY(Ctx.Deserializer->Deserialize(Ctx)); Beware that Putback only support a limited subset of data types.","breadcrumbs":"Advanced » Writing Handlers » Peek By Value","id":"86","title":"Peek By Value"},"87":{"body":"Readers implements FDcReader::Coercion() which can be used to query if the next value can be coerced into other types. Here's an example of reading a JSON number as string: // DataConfigTests/Private/DcTestBlurb2.cpp\nFDcJsonReader Reader(TEXT(R\"( 1.234567\n)\")); // check coercion\n// note this is a query and doesn't affect reading at all\nbool bCanCoerceToStr;\nDC_TRY(Reader.Coercion(EDcDataEntry::String, &bCanCoerceToStr));\ncheck(bCanCoerceToStr); // read number token as stjring\n// note here we skipped parsing the number to float\nFString NumStr;\nDC_TRY(Reader.ReadString(&NumStr)); check(NumStr == TEXT(\"1.234567\"));\nreturn DcOk(); What's cool here is that FDcJsonReader does parsing at the ReadFloat() callsite. So when doing coercion above it actually skipped string to float parsing. Here's a table of all existing coercion rules: Reader From Type To Type FDcPropertyReader Array Blob StructRoot Blob FDcJsonReader Double String Double Int8/Int16/Int32/Int64UInt8/Uint16/UInt32/Uint64Float String Name/Text FDcMsgPackReader String Name/Text Some caveats regarding coercion: When reading from JSON/MsgPack string can be read as Name/Text for convenient. When reading from Property, Array/Struct can be read as a FDcBlobViewData which directly points to the memory span.","breadcrumbs":"Advanced » Writing Handlers » Coercion","id":"87","title":"Coercion"},"88":{"body":"Sometimes you just want to deserialize something into an TArray/TMap/TSet. Then you'll realize that you don't have something corresponding to StaticClass()/StaticStruct() as root to pass to DataConfig. // DataConfigTests/Private/DcTestBlurb2.cpp\nFString Fixture = TEXT(\"[1,2,3,4,5]\");\nTArray<int> Arr; Turns out you can create adhoc FProperty without USTRUCT/UCLASS parents and use them just fine. In DataConfig we've provided DcPropertyUtils::FDcPropertyBuilder to ease this use case. DcPropertyUtils.h // DataConfigTests/Private/DcTestBlurb2.cpp\n// create int array property\nusing namespace DcPropertyUtils;\nauto ArrProp = FDcPropertyBuilder::Array( FDcPropertyBuilder::Int() ).LinkOnScope(); FDcJsonReader Reader{Fixture};\nDC_TRY(DcAutomationUtils::DeserializeFrom(&Reader, FDcPropertyDatum(ArrProp.Get(), &Arr))); // validate results\ncheck(Arr.Num() == 5);\ncheck(Arr[4] == 5); Note that FDcPropertyBuilder would create a heap allocated FProperty and LinkOnScope() returns a TUniquePtr. You might want to cache the properties if used repeatedly.","breadcrumbs":"Advanced » Non Class/Struct Root » Non Class/Struct Root","id":"88","title":"Non Class/Struct Root"},"89":{"body":"Some DataConfig behaviors take advantage of property metadata , notable the default DcSkip metadata to let DataConfig ignore a property: // DataConfigTests/Private/DcTestProperty3.h\nUPROPERTY(meta = (DcSkip)) int SkipField1; However the metadata would be stripped in packaged builds, meanwhile the FProperty::GetMetaData/HasMetaData() methods would be gone. The state is roughly like this: In packaged builds there's no metadata C++ methods nor any data. Program targets can choose whether to keep metadata methods by setting bBuildWithEditorOnlyData in Target.cs. This toggles macro WITH_EDITORONLY_DATA. However the actual metadata would not be auto loaded. In editor metadata works as intended. In release 1.4.1 we fixed compilation on !WITH_EDITORONLY_DATA. This would allow you to include DataConfigCore as a runtime module and ship it with your project. This is an intended and supported use case. However some builtin DataConfig features are affected in builds with no metadata. All builtin metas (DcSkip/DcMsgPackBlob) are ignored. Bitflag enums (UENUM(meta = (Bitflags))) are ignored. All enums are now treated as scalar. The good news is that DataConfig allows you to workaround this by writing custom serialization handlers . For example for bitflag enums: Name your bitflag enums with a prefix like EFlagBar and check for it in predicates. Collect a list of bitflag enum names and test for it in predicates. On serializing PeekRead for next data entry. If it's a ArrayRoot then treat it as a bitflag enum.","breadcrumbs":"Advanced » No MetaData » No MetaData","id":"89","title":"No MetaData"},"9":{"body":"DataConfig now uses separated uplugin files for UE4 and UE5 so that we can try out new features in UE5 without dropping support for UE4. We bundled scripts to generate clean plugins for UE4 and UE5. You can also find these on DataConfig releases page. git clone https://github.com/slowburn-dev/DataConfig\n# requires python 3.6+\npython ./DataConfig/Misc/Scripts/make_dataconfig_ue4.py\npython ./DataConfig/Misc/Scripts/make_dataconfig_ue5.py","breadcrumbs":"Integration » Generate DataConfig Plugin for UE4/UE5","id":"9","title":"Generate DataConfig Plugin for UE4/UE5"},"90":{"body":"One thing we find that's really important when maintaining DataConfig across multiple UE versions, is that proper automation is a must. On this page we document how to run the bundled automation tests. Note that all instructions shown here are using Windows with a Cmd shell. You'll need to adapt to your system setup.","breadcrumbs":"Advanced » Automation » Automation","id":"90","title":"Automation"},"91":{"body":"We provide a standalone, command target that runs tests on core, non editor DataConfig features. This requires a source build to work , that means downloaded dists from Epic Launcher can not build this target. Get a copy of Unreal Engine source code. Also checkout DataConfig supported UE versions . Run ./GenerateProjectFiles.bat under Unreal Engine root. Note that you don't need to build the editor. This step would build UnrealBuildTool which is enough for the headless target to work. Get a copy of DataConfig repository . At the folder where DataConfig.uplugin and DataConfig4.uplugin resides: # UE5\n<PathToUE5SourceBuild>/Engine/Binaries/DotNET/UnrealBuildTool/UnrealBuildTool.exe -project=\"%CD%/DataConfig.uplugin\" DataConfigHeadless Win64 Debug # UE4\n<PathToUE4SourceBuild>/Engine/Binaries/DotNET/UnrealBuildTool.exe -project=\"%CD%/DataConfig4.uplugin\" DataConfigHeadless Win64 Debug Note how UE4/5 uses DataConfig4.uplugin/DataConfig.uplugin respectively. Run the headless target binary: %CD%/Binaries/Win64/DataConfigHeadless-Win64-Debug.exe A success run looks like this: LogDataConfigCore: Display: UE Version: 5.1.0, DataConfigCore Version: 1.4.0, 10400\nLogDataConfigCore: Display: Filters: DataConfig.\n- OK | DataConfig.Core.Property.StackScalarRoots\n- OK | DataConfig.Extra.SerDe.Base64\n.......\n- OK | DataConfig.Extra.InlineStructUsage\n- OK | DataConfig.Core.Property.Primitive1\nRun: 122, Success: 122, Fail: 0","breadcrumbs":"Advanced » Automation » DataConfigHeadless","id":"91","title":"DataConfigHeadless"},"92":{"body":"DataConfigHeadless accepts command line arguments as filters. The benchmarks runs slower are skipped by default. You can build and run the benchmarks with the commands below: # remember to build in Shipping\n<PathToUE5SourceBuild>/Engine/Binaries/DotNET/UnrealBuildTool/UnrealBuildTool.exe -project=\"%CD%/DataConfig.uplugin\" DataConfigHeadless Win64 Shipping\n%CD%/Binaries/Win64/DataConfigHeadless-Win64-Shipping.exe DataConfigBenchmark","breadcrumbs":"Advanced » Automation » Running the benchmarks","id":"92","title":"Running the benchmarks"},"93":{"body":"UE officially support cross compiling for linux and distribute toolchains on its website. Here we demonstrate how to build the headless target for Linux and run it under WSL2. Setup WSL2 following this guide . You should get the latest LTS Ubuntu. Run wsl lsb_release -ir to validate it's working. > wsl lsb_release -ir\nDistributor ID: Ubuntu\nRelease: 22.04 Install UE cross compile toolchain. Grab the installer and install on your machine. Cross-compile toolchain for UE4 Cross-compile toolchain for UE5 Note that each UE version matches a different toolchain. You can download and install multiple toolchains and select which to use at build time through environment variable. Build the headless target for Linux. # UE5.1\nset LINUX_MULTIARCH_ROOT=<PathToToolchains>/v20_clang-13.0.1-centos7\n<PathToUE5SourceBuild>/Engine/Binaries/DotNET/UnrealBuildTool/UnrealBuildTool.exe -project=\"%CD%/DataConfig.uplugin\" DataConfigHeadless Linux Debug # UE4\nset LINUX_MULTIARCH_ROOT=<PathToToolchains>/v19_clang-11.0.1-centos7\n<PathToUE4SourceBuild>/Engine/Binaries/DotNET/UnrealBuildTool.exe -project=\"%CD%/DataConfig4.uplugin\" DataConfigHeadless Linux Debug Run the headless target through WSL. wsl ./Binaries/Linux/DataConfigHeadless-Linux-Debug A success run looks like this: Using Mimalloc.\nLogInit: Build: ++UE5+Release-5.1-CL-0\nLogInit: Engine Version: 5.1.0-0+++UE5+Release-5.1\nLogInit: Compatible Engine Version: 5.1.0-0+++UE5+Release-5.1\nLogInit: OS: Ubuntu 22.04.1 LTS (5.10.102.1-microsoft-standard-WSL2)\n.......\nLogDataConfigCore: Display: UE Version: 5.1.0, DataConfigCore Version: 1.4.0, 10400\nLogDataConfigCore: Display: Filters: DataConfig.\n- OK | DataConfig.Core.MsgPack.TestSuite\n- OK | DataConfig.Core.Property.Blob2\n.......\n- OK | DataConfig.Core.Serialize.ObjectRef\n- OK | DataConfig.Core.MsgPack.Extension\nRun: 122, Success: 122, Fail: 0\nLogCore: Engine exit requested (reason: DataConfigHeadless Main Exit)\nLogExit: Preparing to exit.\nLogExit: Object subsystem successfully closed.\nLogExit: Exiting.","breadcrumbs":"Advanced » Automation » Build and run Linux target with WSL2","id":"93","title":"Build and run Linux target with WSL2"},"94":{"body":"DataConfigHeadless is a Program target that does not depend on Engine and UnrealEd module. It get faster compile and iteration time, but losing functionality to touch any gameplay and editor code. With the editor target we have a DcCoreTestsCommandlet that can be run through the commandline editor target. On top of that this works with pre-built editor downloaded from Epic Launcher. Integrate DataConfig plugin into your project. You can also find a clean project bundled at Misc/Project . Build the editor target. You can do it in Visual Studio or with commands below: # UE5\n# build\n<PathToUE5>/Engine/Binaries/DotNET/UnrealBuildTool/UnrealBuildTool.exe DcProjectEditor Win64 Development %CD%/DcProject5.uproject -NoHotReload -NoEngineChanges\n# run commandlet\n<PathToUE5>/Engine/Binaries/Win64/UnrealEditor-Cmd.exe %CD%/DcProject5.uproject DataConfigEditorExtra.DcCoreTestsCommandlet # UE4\n# build\n<PathToUE4>/Engine/Binaries/DotNET/UnrealBuildTool.exe DcProjectEditor Win64 Development %CD%/DcProject4.uproject -NoHotReload -NoEngineChanges\n# run commandlet\n<PathToUE4>/Engine/Binaries/Win64/UE4Editor-Cmd.exe %CD%/DcProject4.uproject DataConfigEditorExtra.DcCoreTestsCommandlet A success run looks like this: [2022.10.25-14.33.52:893][ 0]LogTextureFormatETC2: Display: ETC2 Texture loading DLL: TextureConverter.dll [2022.10.25-14.33.52:903][ 0]LogTargetPlatformManager: Display: Loaded TargetPlatform 'Android' [2022.10.25-14.33.52:903][ 0]LogTargetPlatformManager: Display: Loaded TargetPlatform 'Android_ASTC' [2022.10.25-14.33.52:903][ 0]LogTargetPlatformManager: Display: Loaded TargetPlatform 'Android_DXT' ....... [2022.10.25-14.39.30:999][ 0]LogDataConfigCore: Display: Filters: DataConfig. - OK | DataConfig.Core.RoundTrip.MsgPack_Persistent_StringSoftLazy - OK | DataConfig.EditorExtra.GameplayEffect ....... - OK | DataConfig.Core.Property.PropertyBuilder3 - OK | DataConfig.EditorExtra.BPObjectInstance Run: 129, Success: 129, Fail: 0","breadcrumbs":"Advanced » Automation » DcCoreTestsCommandlet","id":"94","title":"DcCoreTestsCommandlet"},"95":{"body":"Lastly you can run and debug automation tests from the editor . It's the most conventional way to run automation and is well supported in DataConfig. Integration-DataConfigAutomations","breadcrumbs":"Advanced » Automation » Running automation in the editor","id":"95","title":"Running automation in the editor"},"96":{"body":"DataConfig is committed to support multiple UE versions with no deprecations and warnings. On this page we'll document important upgrade and migration info.","breadcrumbs":"Advanced » UE Upgrades » Unreal Engine Upgrades","id":"96","title":"Unreal Engine Upgrades"},"97":{"body":"TIsSame is deprecated over std::is_same. In Build.cs bEnforceIWYU is changed to enum IWYUSupport.","breadcrumbs":"Advanced » UE Upgrades » UE5.2","id":"97","title":"UE5.2"},"98":{"body":"UE5.1 deprecates ANY_PACKAGE in favor of a new method FindFirstObject. In DataConfig we provided DcSerdeUtils::FindFirstObject which calls FindObject(ANY_PACKAGE) pre 5.1 and calls FindFirstObject() for 5.1 and onwards.","breadcrumbs":"Advanced » UE Upgrades » UE5.1","id":"98","title":"UE5.1"},"99":{"body":"New TObjectPtr to replace raw UObject pointers. Turns out this is mostly handled within the engine and is transparent to DataConfig. New property types FObjectPtrProperty and FClassPtrProperty are added. They're handled the same as FObjectProperty and FClassProperty respectively. FVector now is 3 doubles, and Real data type in Blueprint now is also double. This is also mostly transparent to DataConfig. FScriptArrayHelperAccess size changes with a added uint32 ElementAlignment. TStringBuilderWithBuffer API changes. At call sites we now do Sb << TCHAR('\\n') instead of Sb.Append(TCHAR('\\n')) .","breadcrumbs":"Advanced » UE Upgrades » 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framework for Unreal Engine that just works! DataConfig is a serialization framework built on top of Unreal Engine's Property System. It aims to be friendly and robust while offering good performance. Notably features: Out of the box JSON/MsgPack read write. Full support for UPROPERTY()/UCLASS()/USTRUCT()/UENUM(). Pull/Push style API for verbatim data access and lossless type information. Designed as a collection of tools that can be easily extended to support other formats.","breadcrumbs":"Intro » DataConfig Book","id":"0","title":"DataConfig Book"},"1":{"body":"Get the code on github . See Examples for code examples. See Integration for quick integration guide. See Design for more context about the project. See Extra for more advanced usages. See Changes for versioning history. There's also DataConfig JSON Asset on UE Marketplace. It's a premium plugin for importing JSON to UE data assets.","breadcrumbs":"Intro » Getting Started","id":"1","title":"Getting Started"},"10":{"body":"Get a copy of DataConfig repository . Then copy ./DataConfig (where DataConfig.uplugin is located) into your project's Plugins directory. Delete DataConfig4.uplugin. Delete DataConfig/Source/DataConfigHeadless folder. This step is crucial or you your project won't build .","breadcrumbs":"Integration » Manual Steps for UE5","id":"10","title":"Manual Steps for UE5"},"100":{"body":"The oldest version DataConfig supports is UE 4.25, in which it introduces a major refactor that changes UProperty to FProperty. We intended to support UE4 in the foreseeable future, especially when we now have separated uplugin for UE4 and UE5.","breadcrumbs":"Advanced » UE Upgrades » UE4","id":"100","title":"UE4"},"101":{"body":"All notable changes to this project will be documented in this file.","breadcrumbs":"Changes » Changes","id":"101","title":"Changes"},"102":{"body":"Fix compilation on !WITH_EDITORONLY_DATA. See No MetaData . Initial UE 5.2 support.","breadcrumbs":"Changes » 1.4.1 - 2023-2-15","id":"102","title":"1.4.1 - 2023-2-15"},"103":{"body":"Checkout blog post \"DataConfig 1.4 Released with UE 5.1 Support\" . NEW Support for UE 5.1. See UE version upgrade . NEW Extra samples and docs. Advanced - Automation Extra - InstancedStruct Configuring with FPropertyConfig Writing Handlers - Coercion CHANGE Use separated uplugin for UE4 and UE5. See Integration FIX Core changes and fixes: Fail when FPropertyWriter::WriteObjectReference() takes nullptr. See test: DataConfig.Core.Property.DiagNullObject Additional check for class mismatch for default object deserialize handlers. See test: DataConfig.Core.Deserialize.DiagObjectClassMismatch","breadcrumbs":"Changes » 1.4.0 - 2022-11-17","id":"103","title":"1.4.0 - 2022-11-17"},"104":{"body":"Checkout blog post \"DataConfig Core and JSON Asset 1.3 Release\" . CHANGE Property reader/writer improvement and fixes Allow reading Array/Set/Map and native array like int arr[5] as root. See: Non Class/Struct Root Expand property with ArrayDim > 1 as array. See: Property Performance improvement by caching FScript/Array/SetHelper NEW Extra samples: Dump Asset To Log Deserialize From SQLite Query Inline Struct FIX Core changes and fixes: Fix stale enum property fields serialization crash. Fix TSet/TMap serialization crashes. Fix soft object/class reference serialize to nil when it's not loaded. Fix pipe property class/object handlers. Fix TObjectPtr<> serialialzation and deserialization. Fix PeekReadDataPtr on class property. Removed FScopedStackedReader/FScopedStackedWriter usage. Fix HeuristicVerifyPointer diagnostic. Fix DC_TRY shadowing variable Ret. JSON now support non string keyed TMap<> as [{ \"$key\": <foo>, \"$value\": <bar> }]. See: JSON - Map Fix DcPropertyUtils::DcIsSubObjectProperty() Now it only checks for CPF_InstancedReference. Update screenshots to UE5. Note that DataConfig still supports from 4.25 and onwards . Update Property docs.","breadcrumbs":"Changes » 1.3.0 - 2022-6-20","id":"104","title":"1.3.0 - 2022-6-20"},"105":{"body":"Support for UE 5.0.0 Add DebugGetRealPropertyValue for double BP fields.","breadcrumbs":"Changes » 1.2.2 - 2022-4-5","id":"105","title":"1.2.2 - 2022-4-5"},"106":{"body":"Support for UE5 Preview 1 . FIX Compile fixes for examples on UE 4.25. FIX UE 4.25/4.26 editor extra BP serde automation test fixes. FIX FDcAnsiJsonWriter writes non ascii char to ? when string contains escaping characters. FDcJsonWriter was unaffected. This only happens to the ansi char writer and only when input has escapes like \\t.","breadcrumbs":"Changes » 1.2.1 - 2022-2-23","id":"106","title":"1.2.1 - 2022-2-23"},"107":{"body":"Checkout blog post \"Introducing DataConfig 1.2\" . NEW Serializer. Previously we only have deserializers. Serializer API mirrors deserializers. Builtin serialization and deserialization handlers are all roundtrip-able. DcDiagnosticDeserialize -> DcDiagnosticSerDe for sharing diagnostics. DcDeserializeUtils -> DcSerDeUtils for sharing code. NEW MsgPack reader and writer. Full spec implemented, minus the \"Timestamp extension type\". Integrate and passes kawanet/msgpack-test-suite . NEW JSON writer. With WIDECHAR/ANSICHAR specialization as JSON Reader. Accept config to output pretty or condensed output. NEW Builtin metas. DcSkip - skip marked fields DcMsgPackBlob - marked TArray<>/Struct would be read as blob by MsgPack SerDe CHANGE Core type changes. FDcReader/FDcWriter changes. FDcStruct/ClassStat renamed to FDcStruct/ClassAccess. ReadStruct/ClassRoot() renamed to ReadStruct/ClassRootAccess. AddReadStruct/ClassRoot() that takes no argument for common use cases. FDcReader::Coercion() now returns a FDcResult [Read/Write]Soft[Object/Class]Reference takes FSoftObjectPtr. RTTI with GetId() and CastById() FDcSerializer/FDcDeserializer changes. DcDiagnosticDeserialize -> DcDiagnosticSerDe for sharing diagnostics. DcDeserializeUtils -> DcSerDeUtils for sharing code. Add handlers to read/write Soft/Lazy references as is, without loading the object. Implicit call Properties.Push() before context Prepare(). Removed FDcScopedProperty in favor of DcDeserializeUtils::RecursiveDeserialize() it's more concise. FDcPropertyReader/FDcPropertyWriter changes. When reading class object keys any one with $ will be ignored. previously only allow $type, $path. note that struct by default don't check for these. It's trivia to add the logic if you want to. Add FDcPropertyReader::PeekReadDataPtr matches with PeekProperty FDcJsonReader changes. Remove object key length limit, which was 2048 and it's incorrect. Though FName is capped at 1024, which is a Unreal Engine limit. Fix ReadName() which previously would fail. Fix quoted string parsing/escaping in ParseQuotedString Add EDcDataEntry::Extension. Add FDcPropertyDatum template constructor to directly construct one from a FSturct*. FPrettyPrintWriter now print blobs with hash, previously it's pointer value. DcAutomationUtils::SerializeIntoJson/DeserializeIntoJson -> SerializeInto/DeserializeFrom as we're supporting other formats. Add HeuristicVerifyPointer to check common magic invalid pointers. Misc fixes and QOL improvements. Fixed linux build. Now the headless program target cross compiles and runs under wsl. Serializer/Deserializer now also report diagnostics. Better Json reader diagnostic formatting. Now it clamps long lines properly. Add DataConfigEditorExtra.DcCoreTestsCommandlet as tests runner. Add performance benchmark. Restructured DataConfig book for topics on serializer and MsgPack.","breadcrumbs":"Changes » 1.2.0 - 2022-1-26","id":"107","title":"1.2.0 - 2022-1-26"},"108":{"body":"Support for UE 4.27. Support for UE 5.","breadcrumbs":"Changes » 1.1.1 - 2021-10-6","id":"108","title":"1.1.1 - 2021-10-6"},"109":{"body":"Integrate nst/JSONTestSuite . Now DcJSONParser pass most of them. Skipped tests are also documented. FDcAnsiJsonReader now detect and convert non ASCII UTF8 characters. Previously these characters are dropped. Headless test runner pass along parameters to tests, for example DataConfigHeadless-Win64-Debug.exe Parsing -- n_array_just_minus","breadcrumbs":"Changes » 1.1.0 - 2021-4-24","id":"109","title":"1.1.0 - 2021-4-24"},"11":{"body":"Get a copy of the repository . Then copy ./DataConfig (where DataConfig.uplugin is located) into your project's Plugins directory. Delete DataConfig.uplugin, then rename DataConfig4.uplugin to DataConfig.uplugin. Delete DataConfig/Source/DataConfigHeadless folder. This step is crucial or you your project won't build . Additionally delete UE5 specific modules. DataConfig/Source/DataConfigEditorExtra5","breadcrumbs":"Integration » Manual Steps for UE4","id":"11","title":"Manual Steps for UE4"},"110":{"body":"DataConfig is released under MIT License . MIT License Copyright (c) 2021-2023 Chen Tao Permission is hereby granted, free of charge, to any person obtaining a copy\nof this software and associated documentation files (the \"Software\"), to deal\nin the Software without restriction, including without limitation the rights\nto use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Software, and to permit persons to whom the Software is\nfurnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all\ncopies or substantial portions of the Software. THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\nIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\nFITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\nAUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\nLIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\nOUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\nSOFTWARE.","breadcrumbs":"License » License","id":"110","title":"License"},"111":{"body":"If you find DataConfig useful in your project, consider credit us in your project with the full license above or the shorter snippets below. DataConfig <https//slowburn.dev/dataconfig>\nMIT License, Copyright (c) 2021-2023 Chen Tao There's also DataConfig JSON Asset on UE Marketplace. It's a premium plugin for importing JSON to UE data assets. You can reach us by email to hislowburn@gmail.com or on twitter @slowburndev . We'll setup a section showcasing projects using DataConfig in the future.","breadcrumbs":"License » Attribution","id":"111","title":"Attribution"},"12":{"body":"Follow these steps to ensure DataConfig is properly integrated into your project. Restart your project. There should be a prompt to compile plugin sources. Confirm and wait until your project launches. Then open Settings -> Plugins you should see Data Config listed under Project Editor category. Integration-DataConfigPlugin The plugin comes with a set of tests. Open menu Window -> Developer Tools -> Session Frontend. Find and run the DataConfig tests and it should all pass. Integration-DataConfigAutomations","breadcrumbs":"Integration » Validate integration","id":"12","title":"Validate integration"},"13":{"body":"DataConfig is packed into a plugin to bundle automation tests with a few assets. You're encouraged to integrate only the DataConfigCore module. It contains all core features with minimal dependencies. Most projects should has a editor module already setup. In this section we'll go through the steps of integrating DataConfigCore and build it with the project's FooProjectEditor module. Get a copy of this repository. Then copy DataConfig/Source/DataConfigCore into your project's Source directory. Edit FooProjectEditor.Build.cs add add DataConfigCore as an extra module: using UnrealBuildTool; public class FooProjectEditor : ModuleRules\n{ public FooProjectEditor(ReadOnlyTargetRules Target) : base(Target) { PublicDependencyModuleNames.AddRange(new string[] { //... \"DataConfigCore\",\t// <- add this }); }\n} DataConfig needs to be explicitly initialized before use. Find FooProjectEditor module's start up and shut down methods and setup DataConfig accordingly. #include \"DataConfig/DcEnv.h\"\n#include \"DataConfig/Automation/DcAutomationUtils.h\" void FFooProjectEditorModule::StartupModule()\n{ // ... DcStartUp(EDcInitializeAction::SetAsConsole); // dump a FVector to try it out FVector Vec(1.0f, 2.0f, 3.0f); FDcPropertyDatum VecDatum(TBaseStructure<FVector>::Get(), &Vec); DcAutomationUtils::DumpToLog(VecDatum);\n} void FFooProjectEditorModule::ShutdownModule()\n{ // ... DcShutDown();\n} Rebuild the project and restart the editor. Open Output Log and you should be able to find the dump results (to filter use Categories -> None ). Integration-DataConfigCoreOutput You can refer to Module Setup for more detailed integration instructions.","breadcrumbs":"Integration » Integrate DataConfigCore Module","id":"13","title":"Integrate DataConfigCore Module"},"14":{"body":"This page documents the overall design, goals and reasoning around DataConfig.","breadcrumbs":"Design » Design","id":"14","title":"Design"},"15":{"body":"At the time we started this project we were looking for a JSON parser that: Supports a relaxed JSON spec, i.e. comment and trailing comma. Supports custom deserialization logic, i.e. deserializes FColor from #RRGGBBAA. Supports UE instanced sub objects and polymorphism. Ultimately we implemented all these in DataConfig. We also tried not to limit this to be a JSON parser but to provide a set of tools for reading-from and writing-to the property system. If you are an Unreal Engine C++ developers that: Looking for alternative JSON reader/writer. Looking for MsgPack serializer. Looking for a textual configuration format. Thinking of implementing custom textual/binary format. Write code that deals with FProperty on a daily bases. You should try DataConfig and it's highly likely DataConfig will fit into your solution.","breadcrumbs":"Design » Rationale","id":"15","title":"Rationale"},"16":{"body":"Deliver as a quality C++ source library. DataConfig should ship with no UI nor tooling code. Users are expected to integrate only DataConfigCore as a source module. We intentionally limit the scope of DataConfig to a \"C++ Library\". Our users should be proficient UE C++ programmers. DataConfig should ship with good testing and documentation coverage. DataConfig follows idiomatic UE C++ conventions and has no external dependencies. DataConfigCore depends only on Core and CoreUObject and can be used in standalone Program targets. DataConfig API are UObject free and stack friendly. Built-in features serve as examples and sensible defaults. Users are expected to write on their own Reader/Writer/Handlers. Runtime performance is not our top priority. We expect users to use DataConfig in an offline, editor only scenario. In this use case we favor some other aspects over runtime performance: Idiomatic. We follow Unreal Engine C++ coding conventions and keep core dependency to only Core and CoreUObject. Friendly. When processing invalid data and invalid API usage DataConfig should not crash. It should fail explicitly with detailed context and diagnostics. Small code size / fast compile time. DataConfig tries not to expose template API. TDcJsonReader is explicit instantiated with its definition in private files. Light memory footprint. Our JSON parser does stream parsing and would not construct the loaded JSON document in memory at all. Works with whatever property system supports. The idea is that DataConfig supports everything that can be tagged with UCLASS/USTRUCT/UPROPERTY/UENUM macros, which covers the full data model of the property system. Fields such as weak object reference and delegates doesn't make much sense to be serialized into textual format. However it turns out supporting the full data model makes it suitable to some other tasks like debug dump and in-memory data wrangling. This also means that DataConfig focuses only on reading from and writing into C++ data structures. For example we do not have a DOM or object like API for JSON at all. The only use case DataConfig supports is to deserialize from JSON into native C++ objects.","breadcrumbs":"Design » Manifesto","id":"16","title":"Manifesto"},"17":{"body":"References serde.rs on API and the SerDe acronym. References FullSerializer and OdinSerializer on API. JSON parser/writer implementation and test cases references JSON for Modern C++ and RapidJson . Integrated nst/JSONTestSuite . Integrated kawanet/msgpack-test-suite .","breadcrumbs":"Design » Acknowledgement","id":"17","title":"Acknowledgement"},"18":{"body":"This section contains doc for programming DataConfig APIs.","breadcrumbs":"Programming » Programming Guides","id":"18","title":"Programming Guides"},"19":{"body":"Conceptually the DataConfig data model is defined by 3 C++ types: EDcDataEntry - enum covers every possible data type. FDcReader - methods to read from the data model. FDcWriter - methods to write into the data model. And that's it. The obvious missing thing is a DOM like object that you can random access and serialize into - we choose to not implement that and it's crucial to understand this to get to know how DataConfig works.","breadcrumbs":"Programming » Data Model » DataConfig Data Model","id":"19","title":"DataConfig Data Model"},"2":{"body":"DataConfig is released under free and permissive MIT license. We'd really appreciate to credit us if you find it useful. See License for details.","breadcrumbs":"Intro » License","id":"2","title":"License"},"20":{"body":"The enum covers all possible types: // DataConfigCore/Public/DataConfig/DcTypes.h\nUENUM()\nenum class EDcDataEntry : uint16\n{ Nil, Bool, Name, String, Text, Enum, Float, Double, Int8, Int16, Int32, Int64, UInt8, UInt16, UInt32, UInt64, //\tStruct StructRoot, StructEnd, //\tClass ClassRoot, ClassEnd, //\tMap MapRoot, MapEnd, //\tArray ArrayRoot, ArrayEnd, //\tSet, SetRoot, SetEnd, //\tReference ObjectReference, ClassReference, WeakObjectReference, LazyObjectReference, SoftObjectReference, SoftClassReference, InterfaceReference, //\tDelegates Delegate, MulticastInlineDelegate, MulticastSparseDelegate, //\tField FieldPath, //\tExtra Blob, //\tExtension Extension, //\tEnd Ended,\n}; Most enumerators directly maps to a FProperty type: EDcDataEntry::Bool - FBoolProperty EDcDataEntry::Name - FNameProperty EDcDataEntry::String - FStrProperty EDcDataEntry::ArrayRoot/ArrayEnd- FArrayProperty It should've covered all possible FProperty types. There're some additions that has no direct FProperty mapping: EDcDataEntry::Nil - It's maps null in JSON, and it's also used to explicitly represent null object reference. EDcDataEntry::Ended - It's a phony type that is returned when there's no more data or reader/writer is in a invalid state. EDcDataEntry::Blob - It's an extension to allow direct memory read/write from given fields. EDcDataEntry::Extension - It's an extension that allows additional data formats. MsgPack reader/writer uses this to support its extension data types.","breadcrumbs":"Programming » Data Model » EDcDataEntry","id":"20","title":"EDcDataEntry"},"21":{"body":"FDcReader is the one and only way to read from DataConfig data model. For every enumerator in EDcDataEntry there's a member method on FDcReader to from it. Here we set up a simple struct trying out the reader methods: // DataConfigTests/Private/DcTestBlurb.h\nUSTRUCT()\nstruct FDcTestExampleSimple\n{ GENERATED_BODY() UPROPERTY() FString StrField; UPROPERTY() int IntField;\n}; // DataConfigTests/Private/DcTestBlurb.cpp\nFDcTestExampleSimple SimpleStruct;\nSimpleStruct.StrField = TEXT(\"Foo Str\");\nSimpleStruct.IntField = 253; Since we know exactly how the FDcTestExampleSimple looks like we can manually arrange the read calls: // DataConfigTests/Private/DcTestBlurb.cpp\nFDcPropertyReader Reader{FDcPropertyDatum(&SimpleStruct)}; DC_TRY(Reader.ReadStructRoot(&Struct)); // `FDcTestExampleSimple` Struct Root DC_TRY(Reader.ReadName(&FieldName)); // 'StrField' as FName DC_TRY(Reader.ReadString(&StrValue)); // \"Foo STr\" DC_TRY(Reader.ReadName(&FieldName)); // 'IntField' as FName DC_TRY(Reader.ReadInt32(&IntValue)); // 253 DC_TRY(Reader.ReadStructEnd(&Struct)); // `FDcTestExampleSimple` Struct Root In the example above FDcReader behave like a iterator as each ReadXXX() call emits value and move the internal cursor into the next slot. In case we're reading a unknown structure, we can use FReader::PeekRead() to peek what's coming next.","breadcrumbs":"Programming » Data Model » FDcReader","id":"21","title":"FDcReader"},"22":{"body":"FDcWriter is the counter part of writing into the data config model. To write into the example instance above: DC_TRY(Writer.WriteStructRoot(FDcStructStat{})); // `FDcTestExampleSimple` Struct Root DC_TRY(Writer.WriteName(TEXT(\"StrField\"))); // 'StrField' as FName DC_TRY(Writer.WriteString(TEXT(\"Alt Str\"))); // \"Foo STr\" DC_TRY(Writer.WriteName(TEXT(\"IntField\"))); // 'IntField' as FName DC_TRY(Writer.WriteInt32(233)); // 233 DC_TRY(Writer.WriteStructEnd(FDcStructStat{})); // `FDcTestExampleSimple` Struct Root There's also FDcWriter::PeekRead() to query whether it's possible to write given data type.","breadcrumbs":"Programming » Data Model » FDcWriter","id":"22","title":"FDcWriter"},"23":{"body":"DataConfig provide FDcReader and FDcWriter to access the property system. It can be considered as a friendly alternative to the property system API. This is also how we support JSON and MsgPack in an uniform API.","breadcrumbs":"Programming » Data Model » Sum Up","id":"23","title":"Sum Up"},"24":{"body":"Proper error handling is crucial to implement robust serialization as it needs to deal with unknown user input. DataConfig also provide diagnostic to help users quickly pin down common errors such as typos or missing colons in JSON. Here's an example: # DataConfig Error: Enum name not found in enum type: EDcTestExampleEnum, Actual: 'Far'\n- [JsonReader] --> <in-memory>4:25 2 | { 3 | \"StrField\" : \"Lorem ipsum dolor sit amet\", 4 | \"EnumField\" : \"Far\", | ^ 5 | \"Colors\" : [ 6 | \"#FF0000FF\", \"#00FF00FF\", \"#0000FFFF\"\n- [PropertyWriter] Writing property: (FDcTestExampleStruct)$root.(EEDcTestExampleEnum)EnumField Internally DataConfig applies a consistent error handling strategy across all API. User code is expected to follow along.","breadcrumbs":"Programming » Error Handling » Error Handling","id":"24","title":"Error Handling"},"25":{"body":"The gist is that if a method can fail, it should return a FDcResult . It's a simple struct: // DataConfigCore/Public/DataConfig/DcTypes.h\nstruct DATACONFIGCORE_API DC_NODISCARD FDcResult\n{ enum class EStatus : uint8 { Ok, Error }; EStatus Status; FORCEINLINE bool Ok() const { return Status == EStatus::Ok; }\n}; // See FDcReader's methods as example\n// DataConfigCore/Public/DataConfig/Reader/DcReader.h\nstruct DATACONFIGCORE_API FDcReader\n{ //... virtual FDcResult ReadBool(bool* OutPtr); virtual FDcResult ReadName(FName* OutPtr); virtual FDcResult ReadString(FString* OutPtr); virtual FDcResult ReadText(FText* OutPtr); virtual FDcResult ReadEnum(FDcEnumData* OutPtr); //...\n}; Then use DC_TRY to call these kinds of functions. The macro itself does early return when result is not Ok: // DataConfigCore/Public/DataConfig/DcTypes.h\n#define DC_TRY(expr) \\ do { \\ ::FDcResult Ret = (expr); \\ if (!Ret.Ok()) { \\ return Ret; \\ } \\ } while (0) // Example of calling methods returning `FDcResult`\n// DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcDeserializeColor.cpp\ntemplate<>\nFDcResult TemplatedWriteColorDispatch<EDcColorDeserializeMethod::WriterAPI>(const FColor& Color, FDcDeserializeContext& Ctx)\n{ DC_TRY(Ctx.Writer->WriteStructRoot(FDcStructStat{ TEXT(\"Color\"), FDcStructStat::WriteCheckName })); DC_TRY(Ctx.Writer->WriteName(TEXT(\"B\"))); DC_TRY(Ctx.Writer->WriteUInt8(Color.B)); DC_TRY(Ctx.Writer->WriteName(TEXT(\"G\"))); DC_TRY(Ctx.Writer->WriteUInt8(Color.G)); DC_TRY(Ctx.Writer->WriteName(TEXT(\"R\"))); DC_TRY(Ctx.Writer->WriteUInt8(Color.R)); DC_TRY(Ctx.Writer->WriteName(TEXT(\"A\"))); DC_TRY(Ctx.Writer->WriteUInt8(Color.A)); DC_TRY(Ctx.Writer->WriteStructEnd(FDcStructStat{ TEXT(\"Color\"), FDcStructStat::WriteCheckName })); return DcOk();\n} This pattern is similar to Outcome and std::expected except we give up using the return value. Return values should be passed through reference or pointers in function arguments.","breadcrumbs":"Programming » Error Handling » Returning FDcResult","id":"25","title":"Returning FDcResult"},"26":{"body":"When implementing a method that returns FDcResult you have 2 options: Return DcOk() on succeed. Return DC_FAIL(<Catetory>, <ErrId>) on error. Examples: // DataConfigTests/Private/DcTestBlurb.cpp\nFDcResult Succeed() { // succeed return DcOk();\n} FDcResult Fail() { // fail ! return DC_FAIL(DcDCommon, Unexpected1) << \"My Custom Message\";\n} In the examples above DcDCommon and Unexpected1 are called error category and error id respectively. DcDCommon is a built-in error category: // DataConfigCore/Public/DataConfig/Diagnostic/DcDiagnosticCommon.h\nnamespace DcDCommon\n{\nstatic const uint16 Category = 0x1; enum Type : uint16\n{ //... Unexpected1,\n}; } // namespace DcDCommon // DataConfigCore/Private/DataConfig/Diagnostic/DcDiagnosticCommon.cpp\nnamespace DcDCommon\n{\nstatic FDcDiagnosticDetail _CommonDetails[] = { // ... { Unexpected1, TEXT(\"Unexpected: '{0}'\") },\n}; Note that we can pipe argument into the diagnostic. The diagnostic reported by invoking Fail() would be like: * # DataConfig Error: Unexpected: 'My Custom Message'","breadcrumbs":"Programming » Error Handling » Diagnostics","id":"26","title":"Diagnostics"},"27":{"body":"DataConfig uses FDcResult, DC_TRY, DC_FAIL for error handling. It's lightweight and relatively easy to grasp. There's still some limitations though: FDcResult occupied the return position making passing value to parent a bit cumbersome. For now we always stop as the first error. There's no plan to support error recovery. Some closing notes: Reported diagnostics get queued. You'll need to call FDcEnv::FlushDiags() to flush them to consumers. See DcDiagnosticExtra.h/cpp for how to register user category. See DcEditorExtraModule.cpp - FDcMessageLogDiagnosticConsumer for custom diagnostic handler and formatting.","breadcrumbs":"Programming » Error Handling » Conclusion","id":"27","title":"Conclusion"},"28":{"body":"DataConfig put most global state into a stack of FDcEnv: // DataConfigCore/Public/DataConfig/DcEnv.h\nstruct DATACONFIGCORE_API FDcEnv\n{ TArray<FDcDiagnostic> Diagnostics; TSharedPtr<IDcDiagnosticConsumer> DiagConsumer; TArray<FDcReader*> ReaderStack; TArray<FDcWriter*> WriterStack; bool bExpectFail = false; // mute debug break FDcDiagnostic& Diag(FDcErrorCode InErr); void FlushDiags(); FORCEINLINE FDcDiagnostic& GetLastDiag() { checkf(Diagnostics.Num(), TEXT(\"<empty diagnostics>\")); return Diagnostics.Last(); } ~FDcEnv();\n}; DataConfig needs explicit initializatioon before use. This is done through manually DcStartUp(). There's also a paired DcShutdown() that should be called when DataConfig isn't used anymore. Here's an example: // DataConfigEditorExtra/Private/DcEditorExtraModule.cpp\nvoid FDcEditorExtraModule::StartupModule()\n{ UE_LOG(LogDataConfigCore, Log, TEXT(\"DcEditorExtraModule module starting up\")); DcRegisterDiagnosticGroup(&DcDExtra::Details); DcRegisterDiagnosticGroup(&DcDEditorExtra::Details); DcStartUp(EDcInitializeAction::Minimal); //...\n} void FDcEditorExtraModule::ShutdownModule()\n{ DcShutDown(); //...\n} The active FDcEnv is accessed by calling global function DcEnv(). Inside the Env: Diagnostics: all diagnostics are flushed into env. DiagConsumer: diagnostic handler, format and print diagnostic to log or MessageLog or even on screen. ReaderStack/WriterStack: used to pass along reader/writer down the callstack. See FScopedStackedReader uses for example. ... and everything else. You can use DcPushEnv() to create new env then destroy it calling DcPopEnv(). At this moment it's mostly used to handle reentrant during serialization. See FDcScopedEnv uses for examples.","breadcrumbs":"Programming » Env » Env","id":"28","title":"Env"},"29":{"body":"FDcReader/FDcWriter defines the set of API for accessing DataConfig data model. Here's a check list for implementing a reader/writer: Implement GetID()/ClassID() for RTTI. Implement PeekRead()/PeekWriter() and selected set of ReadXXX()/WriteXXX(). Implement FormatDiagnostic() for error reporting. You should look at builtin implementation for references. Here's some general rules and caveats: PeekRead()/PeekWrite() should act like it's side-effect free. This means that it's OK to call PeekRead()/PeekWrite() multiple times. In comparison access methods like ReadBool()/WriteBool() consume the data and alternate internal state. Note that under the hood it might do anything. Both returns FDcResult so the peek can fail. The reason behind this is that calling PeekRead()/PeekWrite() is totally optional. In FDcJsonReader::PeekRead() we do parsing and cache the parsed result to follow this convention. CastByID() does not respect inheritance hierarchy. We have this very minimal RTTI implemetantion that only allow casting to the exact type. Implement a subset of the data model. The API is designed in a way that it covers the whole Property System. It's also a super set that can express common formats like JSON/MsgPack. For example JSON don't have struct, class or set. It's actually the job of Serializer/Deserializer to convert between these subsets to the property system.","breadcrumbs":"Programming » Reader Writer » Reader/Writer","id":"29","title":"Reader/Writer"},"3":{"body":"Here're some short and quick examples showcasing DataConfig API usage and features. All code shown here can be found in the repo .","breadcrumbs":"Examples » Examples","id":"3","title":"Examples"},"30":{"body":"We have 3 major pairs of reader/writers: FDcPropertyReader/FDcPropertyWriter - Accesing Unreal Engin property system. FDcJsonReader/FDcJsonWriter - JSON support. FDcMsgPackReader/FDcMsgPackWriter - MsgPack support. These are all talked about in details in the formats section . We'll go through other builtin Reader/Writers below.","breadcrumbs":"Programming » Reader Writer » Builtin Reader/Writer","id":"30","title":"Builtin Reader/Writer"},"31":{"body":"FDcPipeVisitor takes a FDcReader and a FDcWriter then start peek-read-write loop until it peeks EDcDataEntry::Ended from reader or an error happens Then there's FDcPrettyPrintWriter that dumps everything that got write to it as string. Combining these two we get a way to dump arbitrary FDcReader into a string!. This is how built-in debug dump features are implemented: // DataConfigCore/Private/DataConfig/Automation/DcAutomationUtils.cpp\nvoid DumpToOutputDevice(...)\n{ //... FDcPropertyReader PropReader(Datum); FDcPrettyPrintWriter PrettyWriter(Output); FDcPipeVisitor PrettyPrintVisit(&PropReader, &PrettyWriter); if (!PrettyPrintVisit.PipeVisit().Ok()) ScopedEnv.Get().FlushDiags(); //...\n} FDcPipeVisitor is a handy utility that we use it extensively through the code base for various cases. Try FDcPipeVisitor when you got a reader/writer pair. There's also FNoopWriter takes every write and do nothing with it.","breadcrumbs":"Programming » Reader Writer » FDcPipeVisitor and FDcPrettyPrintWriter","id":"31","title":"FDcPipeVisitor and FDcPrettyPrintWriter"},"32":{"body":"Reader/Writers can also be composited and nested: FDcWeakCompositeWriter is a writer that multiplex into a list of writers. You can combine an arbitrary writer with a FPrettyPrintWriter then get a tracing writer. FDcPutbackReader/FPutbackWriter: Reader/writers don't support lookahead. It can only peek next item's type but not value. This class is used to support limited lookahead by putting back read value. We'll see it being used in implementing custom deserializer handlers.","breadcrumbs":"Programming » Reader Writer » Composition","id":"32","title":"Composition"},"33":{"body":"Implement new FDcReader/FDcWriter when you want to support a new file format. You can also write utility reader/writer that composite existing ones.","breadcrumbs":"Programming » Reader Writer » Conclusion","id":"33","title":"Conclusion"},"34":{"body":"Serializer/Deserializer are built on top of the data model to convert between external format and Unreal Engine property system.","breadcrumbs":"Programming » Serializer Deserializer » Serializer/Deserializer","id":"34","title":"Serializer/Deserializer"},"35":{"body":"A company class to the deserializer is FDcDeserializeContext: // DataConfigCore/Public/DataConfig/Deserialize/DcDeserializeTypes.h\nstruct DATACONFIGCORE_API FDcDeserializeContext\n{ //... FDcDeserializer* Deserializer; FDcReader* Reader; FDcPropertyWriter* Writer; //...\n}; Note how it takes an FDcReader and a FPropertyWriter - we're deserializing arbitrary format into the property system. The mirrored version for serializer is FDcSerializeContext. // DataConfigCore/Public/DataConfig/Serialize/DcSerializeTypes.h\nstruct DATACONFIGCORE_API FDcSerializeContext\n{ //... FDcSerializer* Serializer = nullptr; FDcPropertyReader* Reader = nullptr; FDcWriter* Writer = nullptr; //...\n}; Note how it takes an FDcWriter and a FDcPropertyReader - we're serializing data from the property system to arbitrary format. Since serializer and deserializer have extremely similar APIs, we're showing examples using deserializer below from here.","breadcrumbs":"Programming » Serializer Deserializer » Context","id":"35","title":"Context"},"36":{"body":"Say that we're deserializing a JSON object into a USTRUCT instance. The FDcJsonReader implements ReadMapRoot()/ReadMapEnd() but doesn't have ReadStructRoot()/ReadStructEnd(). To make the conversion we basically want to map ReadMap() and calls into WriteStruct() calls. This is where handlers come into play: // DataConfigCore/Public/DataConfig/SerDe/DcDeserializeCommon.inl\nFDcResult DcHandlerDeserializeMapToStruct(FDcDeserializeContext& Ctx)\n{ FDcStructAccess Access; DC_TRY(Ctx.Reader->ReadMapRoot()); DC_TRY(Ctx.Writer->WriteStructRootAccess(Access)); EDcDataEntry CurPeek; while (true) { DC_TRY(Ctx.Reader->PeekRead(&CurPeek)); if (CurPeek == EDcDataEntry::MapEnd) break; FName FieldName; DC_TRY(Ctx.Reader->ReadName(&FieldName)); DC_TRY(Ctx.Writer->WriteName(FieldName)); DC_TRY(DcDeserializeUtils::RecursiveDeserialize(Ctx)); } DC_TRY(Ctx.Reader->ReadMapEnd()); DC_TRY(Ctx.Writer->WriteStructEnd()); return DcOk();\n} // DataConfigCore/Private/DataConfig/Deserialize/Handlers/Json/DcJsonCommonDeserializers.cpp\nFDcResult HandlerStructRootDeserialize(FDcDeserializeContext& Ctx)\n{ return DcHandlerDeserializeMapToStruct(Ctx);\n} Note that Ctx.Reader is a FDcReader that can be any derived class, while Ctx.Writer is always a FDcPropertyWriter. Deserialize handlers have an uniform signature: using FDcDeserializeDelegateSignature = FDcResult(*)(FDcDeserializeContext& Ctx);","breadcrumbs":"Programming » Serializer Deserializer » Handlers","id":"36","title":"Handlers"},"37":{"body":"Note how deserialize handler above doesn't specify when it should be invoked. These info are described in FDcDeserializer: // DataConfigCore/Public/DataConfig/Deserialize/DcDeserializer.h\nstruct DATACONFIGCORE_API FDcDeserializer : public FNoncopyable\n{ //... FDcResult Deserialize(FDcDeserializeContext& Ctx); void AddDirectHandler(FFieldClass* PropertyClass, FDcDeserializeDelegate&& Delegate); void AddDirectHandler(UClass* PropertyClass, FDcDeserializeDelegate&& Delegate); void AddPredicatedHandler(FDcDeserializePredicate&& Predicate, FDcDeserializeDelegate&& Delegate); //...\n}; Comparing to FDcDeserializeContext, which describes data needed for a single run, FDcDeserializer contains info on what handlers to execute. Deserializer can also be reused across multiple runs. We use \"direct handlers\" to cover common cases: // DataConfigCore/Private/DataConfig/Deserialize/DcDeserializerSetup.cpp\nDeserializer.AddDirectHandler(FArrayProperty::StaticClass(), FDcDeserializeDelegate::CreateStatic(HandlerArrayDeserialize));\nDeserializer.AddDirectHandler(FSetProperty::StaticClass(), FDcDeserializeDelegate::CreateStatic(HandlerSetDeserialize));\nDeserializer.AddDirectHandler(FMapProperty::StaticClass(), FDcDeserializeDelegate::CreateStatic(HandlerMapDeserialize)); These basically says that \"when running into array, set, map properties, use these provided handlers\". Then we have \"predicated handler\" that get tested very early. This is how we allow custom conversion logic setup for very specific class: // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcSerDeColor.cpp\nEDcDeserializePredicateResult PredicateIsColorStruct(FDcDeserializeContext& Ctx)\n{ UScriptStruct* Struct = DcPropertyUtils::TryGetStructClass(Ctx.TopProperty()); return Struct && Struct == TBaseStructure<FColor>::Get() ? EDcDeserializePredicateResult::Process : EDcDeserializePredicateResult::Pass;\n} // ...\nCtx.Deserializer->AddPredicatedHandler( FDcDeserializePredicate::CreateStatic(PredicateIsColorStruct), FDcDeserializeDelegate::CreateStatic(HandlerColorDeserialize)\n); By convention the current deserializing property can be retrieved with Ctx.TopProperty(). Here we simply test if it's a UScriptStruct that's equal to FColor::StaticClass(). If that's the case execute the provided handler.","breadcrumbs":"Programming » Serializer Deserializer » Deserializer Setup","id":"37","title":"Deserializer Setup"},"38":{"body":"Serializer/Deserializer are built on top of Reader/Writer, to convert between Unreal Engine property system and external data formats. FDcSerializeContext/FDcDeserializeContext contains data. FDcSerializer/FDcDeserializer contains setup. Implement FDcDeserializeDelegate/FDcSerializeDelegate and FDcDeserializePredicate/FDcSerializePredicate pair for custom conversion logic.","breadcrumbs":"Programming » Serializer Deserializer » Sum Up","id":"38","title":"Sum Up"},"39":{"body":"This section contains documentation for supported formats.","breadcrumbs":"Formats » Formats","id":"39","title":"Formats"},"4":{"body":"DcTestBlurb.cpp Given the structFDcTestExampleStruct: // DataConfigTests/Private/DcTestBlurb.h\nUENUM()\nenum class EDcTestExampleEnum\n{ Foo, Bar, Baz\n}; USTRUCT()\nstruct FDcTestExampleStruct\n{ GENERATED_BODY() UPROPERTY() FString StrField; UPROPERTY() EDcTestExampleEnum EnumField; UPROPERTY() TArray<FColor> Colors;\n}; We can deserialize an instance from JSON with the snippet below: // DataConfigTests/Private/DcTestBlurb.cpp\nFString Str = TEXT(R\"( { \"StrField\" : \"Lorem ipsum dolor sit amet\", \"EnumField\" : \"Bar\", \"Colors\" : [ \"#FF0000FF\", \"#00FF00FF\", \"#0000FFFF\" ] }\n)\"); FDcTestExampleStruct Dest; // create and setup a deserializer\nFDcDeserializer Deserializer;\nDcSetupJsonDeserializeHandlers(Deserializer);\nDeserializer.AddPredicatedHandler( FDcDeserializePredicate::CreateStatic(DcExtra::PredicateIsColorStruct), FDcDeserializeDelegate::CreateStatic(DcExtra::HandlerColorDeserialize)\n); // prepare context for this run\nFDcPropertyDatum Datum(&Dest);\nFDcJsonReader Reader(Str);\nFDcPropertyWriter Writer(Datum); FDcDeserializeContext Ctx;\nCtx.Reader = &Reader;\nCtx.Writer = &Writer;\nCtx.Deserializer = &Deserializer;\nDC_TRY(Ctx.Prepare()); // kick off deserialization\nDC_TRY(Deserializer.Deserialize(Ctx)); // validate results\ncheck(Dest.StrField == TEXT(\"Lorem ipsum dolor sit amet\"));\ncheck(Dest.EnumField == EDcTestExampleEnum::Bar);\ncheck(Dest.Colors[0] == FColor::Red);\ncheck(Dest.Colors[1] == FColor::Green);\ncheck(Dest.Colors[2] == FColor::Blue); Note that EDcTestExampleEnum is deserialized by its name and FColor is deserialized from a html color string like #RRGGBBAA. Say if we accidentally mistyped the EnumField value: { \"StrField\" : \"Lorem ipsum dolor sit amet\", \"EnumField\" : \"Far\",\n} It would fail gracefully with diagnostics: # DataConfig Error: Enum name not found in enum type: EDcTestExampleEnum, Actual: 'Far'\n- [JsonReader] --> <in-memory>4:25 2 | { 3 | \"StrField\" : \"Lorem ipsum dolor sit amet\", 4 | \"EnumField\" : \"Far\", | ^ 5 | \"Colors\" : [ 6 | \"#FF0000FF\", \"#00FF00FF\", \"#0000FFFF\"\n- [PropertyWriter] Writing property: (FDcTestExampleStruct)$root.(EEDcTestExampleEnum)EnumField As bonus we serialize the struct into MsgPack: FDcSerializer Serializer;\nDcSetupMsgPackSerializeHandlers(Serializer); FDcPropertyDatum Datum(&Dest);\nFDcPropertyReader Reader(Datum);\nFDcMsgPackWriter Writer; // prepare serialize context\nFDcSerializeContext Ctx;\nCtx.Reader = &Reader;\nCtx.Writer = &Writer;\nCtx.Serializer = &Serializer;\nDC_TRY(Ctx.Prepare()); // kick off serialization\nDC_TRY(Serializer.Serialize(Ctx)); auto& Buffer = Writer.GetMainBuffer();\n// starts withMsgPack FIXMAP(3) header\ncheck(Buffer[0] == 0x83);","breadcrumbs":"Examples » JSON Deserialization","id":"4","title":"JSON Deserialization"},"40":{"body":"JSON is likely the most popular data interchange format. Unreal Engine already supports it with JsonUtilities and some related modules. We provide an alternative implementation along with DataConfig.","breadcrumbs":"Formats » JSON » JSON","id":"40","title":"JSON"},"41":{"body":"FDcJsonReader is the DataConfig JSON reader: // DataConfigTests/Private/DcTestBlurb.cpp\nFString Str = TEXT(R\"( { \"Str\": \"Fooo\", \"Number\": 1.875, \"Bool\": true } )\"); FDcJsonReader Reader(Str); // calling read methods\nFString KeyStr;\nFString GotStr;\ndouble GotNumber;\nbool GotBool; DC_TRY(Reader.ReadMapRoot()); DC_TRY(Reader.ReadString(&KeyStr)); DC_TRY(Reader.ReadString(&GotStr)); DC_TRY(Reader.ReadString(&KeyStr)); DC_TRY(Reader.ReadDouble(&GotNumber)); DC_TRY(Reader.ReadString(&KeyStr)); DC_TRY(Reader.ReadBool(&GotBool)); DC_TRY(Reader.ReadMapEnd()); // validate results\ncheck(GotStr == TEXT(\"Fooo\"));\ncheck(GotNumber == 1.875);\ncheck(GotBool == true); In the example above we deserialized a JSON object from string. The first and last calls are ReadMapRoot and ReadMapEnd, which are also used to read Unreal's TMap properties. The difference is that UE's TMap is strictly typed while JSON object values can have arbitrary type. This means that if you use FDcPipeVisitor to pipe a FDcJsonReader into a FDcPropertyWriter it won't work. Remember that DataConfig data model is designed to support conversion between subsets within the data model. As long as you can use FDcReader/FDcWriter API to describe the format you want to serialize you're good to go. Mapping and conversion between these different shapes of reader/writers are handled by deserializers . Some additional caveats: Similar to stock TJsonReader, we provide TDcJsonReader with 2 specializations: Usually you just use FDcJsonReader that reads from FString, TCHAR*. Under the hood there're FDcAnsiJsonReader that reads ANSICHAR string and FDcWideJsonReader that reads WIDECHAR string. We support a relaxed superset of JSON: Allow C Style comments, i.e /* block */ and // line . Allow trailing comma, i.e [1,2,3,], . Allow non object root. You can put a list as the root, or even string, numbers. Number parsing are delegated to Unreal's built-ins to reduce dependencies. We might change this in the future. Parse numbers: TCString::Atof/Strtoi/Strtoi64","breadcrumbs":"Formats » JSON » JSON Reader","id":"41","title":"JSON Reader"},"42":{"body":"FDcJsonWriter is the DataConfig JSON writer: // DataConfigTests/Private/DcTestBlurb.cpp\nFDcJsonWriter Writer; DC_TRY(Writer.WriteMapRoot()); DC_TRY(Writer.WriteString(TEXT(\"Str\"))); DC_TRY(Writer.WriteString(TEXT(\"Fooo\"))); DC_TRY(Writer.WriteString(TEXT(\"Number\"))); DC_TRY(Writer.WriteFloat(1.875f)); DC_TRY(Writer.WriteString(TEXT(\"Bool\"))); DC_TRY(Writer.WriteBool(true)); DC_TRY(Writer.WriteMapEnd());\nWriter.Sb.Append(TCHAR('\\n')); FString Str = TEXT(R\"( { \"Str\" : \"Fooo\", \"Number\" : 1.875, \"Bool\" : true }\n)\"); // validate results\ncheck(DcReindentStringLiteral(Str) == Writer.Sb.ToString());\nreturn DcOk(); Similar to stock TJsonWriter, we provide TDcJsonWriter with 2 specializations: Usually you just use FDcJsonWriter that writes FString, TCHAR*. Under the hood there're FDcAnsiJsonWriter that writes ANSICHAR string and FDcWideJsonWriter that writes WIDECHAR string. It takes a Config object that specify formatting settings like indentation size and new lines. FDcPrettyJsonWriter is a type alias that formats indented JSON. FDcCondensedJsonWriter is a type alias that format single line, condensed output. FDcJsonWriter owns the output string buffer, in FDcJsonWriter::Sb. By writing to a single writer and appending a new line after each serialization, we can output NDJSON . Our JSON reader is also flexible enough to directly load NDJSON. See corpus benchmark .","breadcrumbs":"Formats » JSON » JSON Writer","id":"42","title":"JSON Writer"},"43":{"body":"DataConfig bundles a set of JSON serialize and deserialize handlers, which are all roundtrip-able: // DataConfigTests/Private/DcTestBlurb.cpp\n#include \"DataConfig/Deserialize/DcDeserializerSetup.h\" // ...\n// create and setup a deserializer\nFDcDeserializer Deserializer;\nDcSetupJsonDeserializeHandlers(Deserializer); // create and setup a serializer\nFDcSerializer Serializer;\nDcSetupJsonSerializeHandlers(Serializer);","breadcrumbs":"Formats » JSON » JSON Serialize/Deserialize","id":"43","title":"JSON Serialize/Deserialize"},"44":{"body":"JSON types get mapped into DataConfig data model in a very unsurprising way. JSON Type DcDataEntry Boolean Bool Null Nil String String, Name, Text, Enum Number (All numerics) Array Array, Set Object Class, Struct, Map Here's an example: // DataConfigTests/Private/DcTestDeserialize.cpp\nFString Str = TEXT(R\"( { \"BoolField\" : true, \"NameField\" : \"AName\", \"StringField\" : \"AStr\", \"TextField\" : \"AText\", \"EnumField\" : \"Tard\", \"FloatField\" : 17.5, \"DoubleField\" : 19.375, \"Int8Field\" : -43, \"Int16Field\" : -2243, \"Int32Field\" : -23415, \"Int64Field\" : -1524523, \"UInt8Field\" : 213, \"UInt16Field\" : 2243, \"UInt32Field\" : 23415, \"UInt64Field\" : 1524523, }\n)\"); // deserialized equivelent FDcTestStruct1 Expect;\nExpect.BoolField = true;\nExpect.NameField = TEXT(\"AName\");\nExpect.StringField = TEXT(\"AStr\");\nExpect.TextField = FText::FromString(TEXT(\"AText\"));\nExpect.EnumField = EDcTestEnum1::Tard; Expect.FloatField = 17.5f;\nExpect.DoubleField = 19.375; Expect.Int8Field = -43;\nExpect.Int16Field = -2243;\nExpect.Int32Field = -23415;\nExpect.Int64Field = -1524523; Expect.UInt8Field = 213;\nExpect.UInt16Field = 2243,\nExpect.UInt32Field = 23415;\nExpect.UInt64Field = 1524523;","breadcrumbs":"Formats » JSON » Schema","id":"44","title":"Schema"},"45":{"body":"JSON only allow string as object/mapping keys, while in UE TMap<> can use any type. When doing serialization TMap<FString/FName/FText,(TValue)> types would be directly converted to a JSON object: // DataConfigTests/Public/DcTestDeserialize.h\nUSTRUCT()\nstruct FDcTestStruct3\n{ // ... UPROPERTY() TMap<FString, FString> StringMap;\n}; // DataConfigTests/Public/DcTestDeserialize.cpp\n{ // ... \"StringMap\" : { \"One\": \"1\", \"Two\": \"2\", \"Three\": \"3\", },\n} For other key types it would be serialized as an array of objects: // DataConfigTests/Public/DcTestSerDe.h\nUSTRUCT()\nstruct FDcTestStructMaps\n{ // ... UPROPERTY() TMap<FColor, FString> ColorKeyMap; UPROPERTY() TMap<EDcTestEnumFlag, FString> EnumFlagsMap;\n}; // DataConfigTests/Public/DcTestDeserialize.cpp\n{ \"ColorKeyMap\" : { \"#FF0000FF\" : \"Red\", \"#00FF00FF\" : \"Green\", \"#0000FFFF\" : \"Blue\" }, \"EnumFlagsMap\" : [ { \"$key\" : [], \"$value\" : \"None\" }, { \"$key\" : [ \"One\", \"Three\" ], \"$value\" : \"One | Three\" }, { \"$key\" : [ \"Five\" ], \"$value\" : \"Five\" } ]\n}","breadcrumbs":"Formats » JSON » Map","id":"45","title":"Map"},"46":{"body":"UENUM that get marked with Bitflags meta are deserialized from a list of strings: // DataConfigTests/Public/DcTestDeserialize.h\nUENUM(meta = (Bitflags))\nenum class EDcTestEnumFlag :uint32\n{ None = 0, One = (1 << 0), Two = (1 << 1), //...\n};\nENUM_CLASS_FLAGS(EDcTestEnumFlag); // DataConfigTests/Private/DcTestDeserialize.cpp\nFString Str = TEXT(R\"( { \"EnumFlagField1\" : [], \"EnumFlagField2\" : [\"One\", \"Three\", \"Five\"], }\n)\"); // deserialized equivelent\nFDcTestStructEnumFlag1 Expect;\nExpect.EnumFlagField1 = EDcTestEnumFlag::None;\nExpect.EnumFlagField2 = EDcTestEnumFlag::One | EDcTestEnumFlag::Three | EDcTestEnumFlag::Five;","breadcrumbs":"Formats » JSON » Enum Flags","id":"46","title":"Enum Flags"},"47":{"body":"By default we treat UOBJECT marked with DefaultToInstanced, EditInlineNew and UPROPERTY marked with Instanced as sub object. In this case we'll actually instantiate new object during deserialization, using Ctx.TopObject() as parent: // DataConfigTests/Public/DcTestProperty.h\nUCLASS(BlueprintType, EditInlineNew, DefaultToInstanced)\nclass UDcBaseShape : public UObject\n{ //... UPROPERTY() FName ShapeName;\n}; UCLASS()\nclass UDcShapeBox : public UDcBaseShape\n{ //... UPROPERTY() float Height; UPROPERTY() float Width;\n}; UCLASS()\nclass UDcShapeSquare : public UDcBaseShape\n{ //... UPROPERTY() float Radius;\n}; // DataConfigTests/Public/DcTestDeserialize.h\nUSTRUCT()\nstruct FDcTestStructShapeContainer1\n{ GENERATED_BODY() UPROPERTY() UDcBaseShape* ShapeField1; UPROPERTY() UDcBaseShape* ShapeField2; UPROPERTY() UDcBaseShape* ShapeField3;\n}USTRUCT()\nstruct FDcEditorExtraTestObjectRefs1\n{ GENERATED_BODY() UPROPERTY() UObject* ObjField1; UPROPERTY() UObject* ObjField2; UPROPERTY() UObject* ObjField3; UPROPERTY() UObject* ObjField4;\n}; // DataConfigTests/Private/DcTestDeserialize.cpp\nFString Str = TEXT(R\"( { \"ShapeField1\" : { \"$type\" : \"DcShapeBox\", \"ShapeName\" : \"Box1\", \"Height\" : 17.5, \"Width\" : 1.9375 }, \"ShapeField2\" : { \"$type\" : \"DcShapeSquare\", \"ShapeName\" : \"Square1\", \"Radius\" : 1.75, }, \"ShapeField3\" : null }\n)\"); // deserialized equivelent\nUDcShapeBox* Shape1 = NewObject<UDcShapeBox>();\nShape1->ShapeName = TEXT(\"Box1\");\nShape1->Height = 17.5;\nShape1->Width = 1.9375;\nExpect.ShapeField1 = Shape1; UDcShapeSquare* Shape2 = NewObject<UDcShapeSquare>();\nShape2->ShapeName = TEXT(\"Square1\");\nShape2->Radius = 1.75;\nExpect.ShapeField2 = Shape2; Expect.ShapeField3 = nullptr; Note that criteria for sub object selection can be easily overridden with a new deserialize predicate or alternative FDcPropertyConfig when constructing the reader. Also see AnyStruct , InlineStruct and InstancedStruct for lighter weight alternatives.","breadcrumbs":"Formats » JSON » Sub Objects","id":"47","title":"Sub Objects"},"48":{"body":"We support multiple ways of referencing a UObject in memory or serialized on disk: // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Tests/DcTestDeserializeEditor.h\nUSTRUCT()\nstruct FDcEditorExtraTestObjectRefs1\n{ GENERATED_BODY() UPROPERTY() UObject* ObjField1; UPROPERTY() UObject* ObjField2; UPROPERTY() UObject* ObjField3; UPROPERTY() UObject* ObjField4;\n}; // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Tests/DcTestDeserializeEditor.cpp\nFString Str = TEXT(R\"( { \"ObjField1\" : \"DcEditorExtraNativeDataAsset'/DataConfig/DcFixture/DcTestNativeDataAssetAlpha.DcTestNativeDataAssetAlpha'\", \"ObjField2\" : \"/DataConfig/DcFixture/DcTestNativeDataAssetAlpha\", \"ObjField3\" : { \"$type\" : \"DcEditorExtraNativeDataAsset\", \"$path\" : \"/DataConfig/DcFixture/DcTestNativeDataAssetAlpha\" }, \"ObjField4\" : null, }\n)\"); // deserialized equivelent\nUDcEditorExtraNativeDataAsset* DataAsset = Cast<UDcEditorExtraNativeDataAsset>(StaticLoadObject( UDcEditorExtraNativeDataAsset::StaticClass(), nullptr, TEXT(\"/DataConfig/DcFixture/DcTestNativeDataAssetAlpha\"), nullptr\n)); Expect.ObjField1 = DataAsset;\nExpect.ObjField2 = DataAsset;\nExpect.ObjField3 = DataAsset;\nExpect.ObjField4 = nullptr; In the example above, ObjField1 uses the reference string that can be retrieved in editor context menu: Deserialize-CopyReference For ObjField2/ObjField3 relative path to the uasset is used, but without file name suffix. We also support class reference fields of TSubclassOf<>s: // DataConfigTests/Private/DcTestDeserialize.h\nUSTRUCT()\nstruct FDcTestStructSubClass1\n{ GENERATED_BODY() UPROPERTY() TSubclassOf<UStruct> StructSubClassField1; UPROPERTY() TSubclassOf<UStruct> StructSubClassField2; UPROPERTY() TSubclassOf<UStruct> StructSubClassField3;\n}; // DataConfigTests/Private/DcTestDeserialize.cpp\nFString Str = TEXT(R\"( { \"StructSubClassField1\" : null, \"StructSubClassField2\" : \"ScriptStruct\", \"StructSubClassField3\" : \"DynamicClass\", }\n)\"); // deserialized equivelent\nFDcTestStructSubClass1 Expect;\nExpect.StructSubClassField1 = nullptr;\nExpect.StructSubClassField2 = UScriptStruct::StaticClass();\nExpect.StructSubClassField3 = UDynamicClass::StaticClass(); Note that these do not support Blueprint classes. The direct reason is that Blueprint depends on Engine module and we'd like not to take dependency on in DataConfigCore. We do have an example that supports Blueprint classes, see DataConfigEditorExtra - DcDeserializeBPClass.h/cpp","breadcrumbs":"Formats » JSON » Object and Class Reference","id":"48","title":"Object and Class Reference"},"49":{"body":"DcSetupJsonSerializeHandlers()/DcSetupJsonDeserializeHandlers() accepts an enum to setup alternative handlers. For now StringSoftLazy branch would setup special FSoftObjectProperty/FLazyObjectProperty handlers that directly serialize these into string. Comparing to this the default setup would always resolve the indirect reference into memory, which maybe isn't always desirable. // DataConfigTests/Private/DcTestBlurb.cpp\nFDcTestStructRefs1 Source{};\nUObject* TestsObject = StaticFindObject(UObject::StaticClass(), nullptr, TEXT(\"/Script/DataConfigTests\")); Source.SoftField1 = TestsObject;\nSource.LazyField1 = TestsObject; FDcJsonWriter Writer;\nDC_TRY(DcAutomationUtils::SerializeInto(&Writer, FDcPropertyDatum(&Source),\n[](FDcSerializeContext& Ctx) { DcSetupJsonSerializeHandlers(*Ctx.Serializer, EDcJsonSerializeType::StringSoftLazy);\n}, DcAutomationUtils::EDefaultSetupType::SetupNothing)); // serialized result\n{ // ... \"SoftField1\" : \"/Script/DataConfigTests\", \"SoftField2\" : \"\", \"LazyField1\" : \"C851179E-45A51045-0006AE91-F9B16EC0\", \"LazyField2\" : \"00000000-00000000-00000000-00000000\"\n}","breadcrumbs":"Formats » JSON » Soft Lazy as String","id":"49","title":"Soft Lazy as String"},"5":{"body":"DataConfig support custom serialization and deserialization logic by implementing FDcSerializeDelegate/FDcDeserializeDelegate. In this example, we'd like to convert FColor into #RRGGBBAA and vice versa: DcSerdeColor.h DcSerdeColor.cpp // DataConfigExtra/Public/DataConfig/Extra/Deserialize/DcSerDeColor.h\nUSTRUCT()\nstruct FDcExtraTestStructWithColor1\n{ GENERATED_BODY() UPROPERTY() FColor ColorField1; UPROPERTY() FColor ColorField2;\n}; // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcSerDeColor.cpp\nFString Str = TEXT(R\"( { \"ColorField1\" : \"#0000FFFF\", \"ColorField2\" : \"#FF0000FF\", }\n)\"); First you'll need to implement a FDcDeserializePredicate delegate to pick out FColor properties: // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\nEDcDeserializePredicateResult PredicateIsColorStruct(FDcDeserializeContext& Ctx)\n{ return DcDeserializeUtils::PredicateIsUStruct<FColor>(Ctx);\n} Then we'll need to implement a FDcDeserializeDelegate to deserialize a FColor. Here we'll do it by writing through R/G/B/A fields by name with the FDcWriter API. // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcSerDeColor.cpp\nFDcResult HandlerColorDeserialize(FDcDeserializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Writer->WriteDataEntry(FStructProperty::StaticClass(), Datum)); FString ColorStr; DC_TRY(Ctx.Reader->ReadString(&ColorStr)); FColor Color = FColor::FromHex(ColorStr); FColor* ColorPtr = (FColor*)Datum.DataPtr; *ColorPtr = Color; return DcOk();\n} Note how we retrieve the hex string, then parse it with FColor::FromHex. Upon deserializing we'll need to register these pair of delegates to the FDcDeserializer. // DataConfigTests/Private/DcTestBlurb.cpp\nFDcDeserializer Deserializer;\nDcSetupJsonDeserializeHandlers(Deserializer);\nDeserializer.AddPredicatedHandler( FDcDeserializePredicate::CreateStatic(DcExtra::PredicateIsColorStruct), FDcDeserializeDelegate::CreateStatic(DcExtra::HandlerColorDeserialize)\n); And then it's done! It would work recursively on FColor everywhere, like in UCLASS/USTRUCT members, in TArray/TSet and in TMap as key or values. Note that DataConfig completely separate serialization and deserialization logic. To serialize FColor into #RRGGBBAA string one needs to implement a similar set of methods.","breadcrumbs":"Examples » Custom » Custom Serialization And Deserialization","id":"5","title":"Custom Serialization And Deserialization"},"50":{"body":"Here're some closing notes: For meta fields like $type it must be the first member, meaning object fields are order dependent. This means that the JSON we're supporting is a super set of standard JSON spec (again). Bundled serializers and deserializers are designed to be roundtrip-able. For example in test DataConfig.Core.RoundTrip.JsonRoundtrip1_Default: Serialize UDcTestRoundtrip1 instance Source into JSON. Then deserialize JSON above into instance Dest. Deep-compare Source and Dest. If they're equal them we say it's a roundtrip. Note that we carefully picked float and doubles in the test case, as it's tricky to support floating point roundtrip. We might consider supporting this with alternative float parse and format routines. There're many data types that can not be deserialized from JSON, for example Delegate/WeakObjectReference. Remember that you always have the option to override or selectively enable handlers to support additional properties that make sense in your context. See DcSetupJsonDeserializeHandlers() body on how handlers are registered. You can skip this method and select the ones you want and provide additional handlers. The JSON handlers are designed to NOT read anything during the deserialization. This is crucial since USTRUCT can contain uninitialized fields. For example: // DataConfigTests/Private/DcTestBlurb.cpp\nFString Str = TEXT(R\"( { // pass } )\");\nFDcJsonReader Reader(Str); FDcTestExampleSimple Dest;\nFDcPropertyDatum DestDatum(&Dest); DC_TRY(DcAutomationUtils::DeserializeJsonInto(&Reader, DestDatum)); check(Dest.StrField.IsEmpty());\n// but Dest.IntField contains uninitialized value\nDcAutomationUtils::DumpToLog(DestDatum); // dump results\n<StructRoot> 'DcTestExampleSimple'\n|---<Name> 'StrField'\n|---<String> ''\n|---<Name> 'IntField'\n|---<Int32> '1689777552' // <- arbitrary value\n<StructEnd> 'DcTestExampleSimple' This would cause trouble when you try read a pointer field during deserialization. Remember that primitive fields might be uninitialized during deserialization when implementing your own handlers. One interesting trait of the pull/push styled API is that FDcJsonReader does not preemptively parse number into double and convert it to int/float later on. When reading a number token it would do the number parsing at call site. If ReadIntX() is called then the number is parsed as integer. If ReadFloat()/ReadDouble() is called the token will be parsed as floating point.","breadcrumbs":"Formats » JSON » Caveats","id":"50","title":"Caveats"},"51":{"body":"MsgPack is an popular binary serialization format. It can be considered as a binary superset of JSON. Unreal Engine already supports Cbor module which is a format which is very similar to MsgPack. We choose to implement MsgPack as we're more familiar with it and also providing an alternative.","breadcrumbs":"Formats » MsgPack » MsgPack","id":"51","title":"MsgPack"},"52":{"body":"For the most part MsgPack reader/writer works just like their JSON counterpart . There're just a few additional data types that belongs to this:","breadcrumbs":"Formats » MsgPack » MsgPack Reader/Writer","id":"52","title":"MsgPack Reader/Writer"},"53":{"body":"MsgPack directly supports bin format family which directly maps to EDcDataEntry::Blob: // DataConfigTests/Private/DcTestBlurb.cpp\nDC_TRY(Writer.WriteBlob({Bytes, 0}));\nTArray<uint8> Arr = {1,2,3,4,5}; FDcMsgPackWriter Writer;\nDC_TRY(Writer.WriteBlob(FDcBlobViewData::From(Arr)));\nauto& Buf = Writer.GetMainBuffer(); FDcMsgPackReader Reader(FDcBlobViewData::From(Buf));\nFDcBlobViewData Blob;\nDC_TRY(Reader.ReadBlob(&Blob)); check(Blob.Num == 5);\ncheck(FPlatformMemory::Memcmp(Arr.GetData(), Blob.DataPtr, Blob.Num) == 0);","breadcrumbs":"Formats » MsgPack » Binary","id":"53","title":"Binary"},"54":{"body":"MsgPack also supports ext format family which is basically fixed size binary data with a header: // DataConfigTests/Private/DcTestBlurb.cpp\nFDcMsgPackWriter Writer;\nDC_TRY(Writer.WriteFixExt2(1, {2, 3}));\nauto& Buf = Writer.GetMainBuffer(); FDcMsgPackReader Reader(FDcBlobViewData::From(Buf));\nuint8 Type;\nFDcBytes2 Bytes;\nDC_TRY(Reader.ReadFixExt2(&Type, &Bytes)); check(Type == 1);\ncheck(Bytes.Data[0] == 2);\ncheck(Bytes.Data[1] == 3);","breadcrumbs":"Formats » MsgPack » Extension","id":"54","title":"Extension"},"55":{"body":"MsgPack handlers also support multiple setup types: // DataConfigCore/Public/DataConfig/Serialize/DcSerializerSetup.h\nenum class EDcMsgPackSerializeType\n{ Default, StringSoftLazy, // Serialize Soft/Lazy references as string InMemory, // Serialize pointer/enum/FName etc as underlying integer values\n};","breadcrumbs":"Formats » MsgPack » MsgPack Serialize/Deserialize","id":"55","title":"MsgPack Serialize/Deserialize"},"56":{"body":"The Default and StringSoftLazy options would setup a set of handlers that behaves like their JSON counterparts. We have a \"Property -> Json -> MsgPack -> Json -> Property\" roundtrip test setup in DataConfig.Core.RoundTrip.Property_Json_MsgPack_Json_Property test.","breadcrumbs":"Formats » MsgPack » Persistent handlers","id":"56","title":"Persistent handlers"},"57":{"body":"This is a special set of handlers that only makes sense for binary formats. For example pointers are serialized as memory addresses. EDcDataEntry Serialized Name [uint32, uint32, int32] Text [void*, void*, uint32] ObjectReference, ClassReference void* SoftObjectReference, SoftClassReference FString or void* WeakObjectReference [int32, int32] LazyObjectReference <uuid as FIXEXT16> InterfaceReference [void*, void*] Delegate [int32, int32, (FName)[uint32, uint32, int32]] MulticastInlineDelegate, MulticastSparseDelegate [(list of <Delegate>)] FieldPath void* Enum uint64 With these handlers all data types can be serialized. Note that serializing stuff as memory address isn't always what you want. These are provided as soft of a reference on how to access various data.","breadcrumbs":"Formats » MsgPack » In Memory handlers","id":"57","title":"In Memory handlers"},"58":{"body":"The property system is at the heart of DataConfig: serializer read from property system, while deserializer writes into it. This is directly reflected in the types: // DataConfigCore/Public/DataConfig/Serialize/DcSerializeTypes.h\nstruct DATACONFIGCORE_API FDcSerializeContext\n{ // ... FDcPropertyReader* Reader = nullptr; FDcWriter* Writer = nullptr;\n}; // DataConfigCore/Public/DataConfig/Deserialize/DcDeserializeTypes.h\nstruct DATACONFIGCORE_API FDcDeserializeContext\n{ FDcReader* Reader = nullptr; FDcPropertyWriter* Writer = nullptr;\n};","breadcrumbs":"Formats » Property » Property","id":"58","title":"Property"},"59":{"body":"DcPropertyDatum.h DcPropertyReader.h DcPropertyWriter.h Property reader/writer are usually constructed from a FDcPropertyDatum, which is a \"fat pointer\" that represents an entry in the property system. // DataConfigCore/Public/DataConfig/Property/DcPropertyDatum.h\nstruct DATACONFIGCORE_API FDcPropertyDatum\n{ FFieldVariant Property; void* DataPtr; //...\n} Recall that DataConfig data model expands to a set of Read/Write calls. In the example below we setup a FDcPropertyReader with a simple struct and dump it out: // DataConfigTests/Private/DcTestBlurb2.h\nUSTRUCT()\nstruct FDcTestExample2\n{ GENERATED_BODY() UPROPERTY() FString StrField; UPROPERTY() FString StrArrField[3]; UPROPERTY() UDcBaseShape* InlineField; UPROPERTY() UDcTestClass1* RefField; // ...\n}; // DataConfigTests/Private/DcTestBlurb2.cpp\nFDcTestExample2 Value;\nValue.MakeFixture(); FDcPropertyDatum Datum(&Value);\nFDcPropertyReader Reader(Datum);\nDcAutomationUtils::DumpToLog(&Reader); The results are like this: <StructRoot> 'DcTestExample2'\n|---<Name> 'StrField'\n|---<String> 'Foo'\n|---<Name> 'StrArrField'\n|---<ArrayRoot>\n| |---<String> 'One'\n| |---<String> 'Two'\n| |---<String> 'Three'\n|---<ArrayEnd>\n|---<Name> 'InlineField'\n|---<ClassRoot> 'DcShapeSquare'\n| |---<Name> 'Radius'\n| |---<Float> '2.000000'\n| |---<Name> 'ShapeName'\n| |---<Name> 'MyBox'\n|---<ClassEnd> 'DcBaseShape'\n|---<Name> 'RefField'\n|---<ClassRoot> 'DcTestClass1'\n| |---<ObjectReference> '337' 'DcTestClass1_0'\n|---<ClassEnd> 'DcTestClass1'\n<StructEnd> 'DcTestExample2' Some caveats: Note that DcTestExample2::StrArrField is dumped into a array. Note that DataConfig can't distinguish between Foo and Foo[1] that's a 1 element array. It would be read as a normal field. Note that DcTestExample2::InlineField is expanded and DcTestExample2::RefField is read as an reference. This is determined by FDcPropertyConfig::ExpandObjectPredicate, which by default expands: Field marked with UPROPERTY(Instanced) Class marked with UCLASS(DefaultToInstanced, EditInlineNew)","breadcrumbs":"Formats » Property » Property Datum and Reader/Writer","id":"59","title":"Property Datum and Reader/Writer"},"6":{"body":"DcAutomationUtils::DumpToLog() can dump a FDcPropertyDatum to a string representation, in which FDcPropertyDatum is simply a (FProperty, void*) fat pointer tuple that can represent anything in the property system: DcTestBlurb.cpp // DataConfigTests/Private/DcTestBlurb.cpp\nFVector Vec(1.0f, 2.0f, 3.0f);\nFDcPropertyDatum VecDatum(TBaseStructure<FVector>::Get(), &Vec); DcAutomationUtils::DumpToLog(VecDatum); Output would be: -----------------------------------------\n# Datum: 'ScriptStruct', 'Vector'\n<StructRoot> 'Vector'\n|---<Name> 'X'\n|---<Float> '1.000000'\n|---<Name> 'Y'\n|---<Float> '2.000000'\n|---<Name> 'Z'\n|---<Float> '3.000000'\n<StructEnd> 'Vector'\n----------------------------------------- Additionally we wrapped this into gDcDebug that can be invoked in MSVC immediate window. Calling it during debug would dump into MSVC Output window: // DataConfigCore/Public/DataConfig/Automation/DcAutomationUtils.h\nstruct DATACONFIGCORE_API FDcDebug\n{ FORCENOINLINE void DumpStruct(char* StructNameChars, void* Ptr); FORCENOINLINE void DumpObject(UObject* Obj); FORCENOINLINE void DumpDatum(void* DatumPtr);\n}; /// Access `gDcDebugg` in MSVC immediate window:\n///\n/// - in monolith builds:\n/// gDcDebug.DumpObject(Obj)\n///\n/// - in DLL builds prefix with dll name:\n/// ({,,UE4Editor-DataConfigCore}gDcDebug).DumpObject(ObjPtr) extern FDcDebug gDcDebug; Here's an animated demo showing dumping the vector above during debug break in MSVC: Examples-DebugDumpVecDatum The full expression to evaluate is: ({,,UE4Editor-DataConfigCore}gDcDebug).DumpDatum(&VecDatum) We need DLL name to locate gDcDebug in a non monolith build.","breadcrumbs":"Examples » Debug Dump » Debug Dump","id":"6","title":"Debug Dump"},"60":{"body":"DcPropertyTypes.h Property reader/writer accepts FDcPropertyConfig class for customizing behaviors. By default we've implemented DcSkip metadata that you can mark on given reader/writer.URPOPERTY() and the field would be skipped by given reader/writer: // DataConfigTests/Private/DcTestProperty3.h\nUSTRUCT()\nstruct FDcTestMeta1\n{ GENERATED_BODY() UPROPERTY(meta = (DcSkip)) int SkipField1;\n}; Though that DcSkip behavior is enabled by default, you can override this with a custom FPropertyConfig instance. Here's an example of processing only fields with DcTestSerialize meta: // DataConfigTests/Private/DcTestProperty4.h\nUSTRUCT()\nstruct FDcTestSerializeMeta1\n{ GENERATED_BODY() UPROPERTY(meta = (DcTestSerialize)) int SerializedField; UPROPERTY() int IgnoredField;\n}; // DataConfigTests/Private/DcTestProperty4.cpp\nFDcPropertyConfig Config;\n// only process fields that has `DcTestSerialize` meta\nConfig.ProcessPropertyPredicate = FDcProcessPropertyPredicateDelegate::CreateLambda([](FProperty* Property)\n{ const static FName TestSerializeMeta = FName(TEXT(\"DcTestSerialize\")); return DcPropertyUtils::IsEffectiveProperty(Property) && Property->HasMetaData(TestSerializeMeta);\n});\nConfig.ExpandObjectPredicate = FDcExpandObjectPredicateDelegate::CreateStatic(DcPropertyUtils::IsSubObjectProperty);\nCtx.Reader->SetConfig(Config);","breadcrumbs":"Formats » Property » Configuring with FDcPropertyConfig","id":"60","title":"Configuring with FDcPropertyConfig"},"61":{"body":"DcPropertyPipeSerializers.h DcPropertyPipeSerializers.cpp DcPropertyPipeDeserializers.h DcPropertyPipeDeserializers.cpp There's a set of deserialize handlers in DcPropertyPipeHandlers namespace. It's used to roundtripping property system objects. Simply speaking it's equivalent to doing a FDcPipeVisitor pipe visit. // DataConfigTests/Private/DcTestBlurb.cpp\n// these two blocks are equivalent\n{ FDcPropertyReader Reader(FromDatum); FDcPropertyWriter Writer(ToDatum); FDcPipeVisitor RoundtripVisit(&Reader, &Writer); DC_TRY(RoundtripVisit.PipeVisit());\n} { FDcDeserializer Deserializer; DcSetupPropertyPipeDeserializeHandlers(Deserializer); FDcPropertyReader Reader(FromDatum); FDcPropertyWriter Writer(ToDatum); FDcDeserializeContext Ctx; Ctx.Reader = &Reader; Ctx.Writer = &Writer; Ctx.Deserializer = &Deserializer; DC_TRY(Ctx.Prepare()); DC_TRY(Deserializer.Deserialize(Ctx));\n} These are provided as a set of basis to for building custom property wrangling utils. See Field Renamer for example.","breadcrumbs":"Formats » Property » Pipe Property Handlers","id":"61","title":"Pipe Property Handlers"},"62":{"body":"Alongside DataConfigCore we have two other modules DataConfigExtra and DataConfigEditorExtra. It have self contained samples built on top of DataConfig framework. Note that these are not intended to be integrated directly. You can take these as references when implementing custom features.","breadcrumbs":"Extra » Extra","id":"62","title":"Extra"},"63":{"body":"This example has been shown in previous chapter . It's also a benchmark use case for our custom deserialization logic: DcSerDeColor.h DcSerDeColor.cpp // DataConfigExtra/Public/DataConfig/Extra/SerDe/DcSerDeColor.h\nUSTRUCT()\nstruct FDcExtraTestStructWithColor1\n{ GENERATED_BODY() UPROPERTY() FColor ColorField1; UPROPERTY() FColor ColorField2;\n}; // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\nFString Str = TEXT(R\"( { \"ColorField1\" : \"#0000FFFF\", \"ColorField2\" : \"#FF0000FF\", }\n)\"); FColor is converted into a #RRGGBBAA hex string. The corresponding handlers looks pretty mirrored. // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\nFDcResult HandlerColorDeserialize(FDcDeserializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Writer->WriteDataEntry(FStructProperty::StaticClass(), Datum)); FString ColorStr; DC_TRY(Ctx.Reader->ReadString(&ColorStr)); FColor Color = FColor::FromHex(ColorStr); FColor* ColorPtr = (FColor*)Datum.DataPtr; *ColorPtr = Color; return DcOk();\n} FDcResult HandlerColorSerialize(FDcSerializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Reader->ReadDataEntry(FStructProperty::StaticClass(), Datum)); FColor* ColorPtr = (FColor*)Datum.DataPtr; DC_TRY(Ctx.Writer->WriteString(TEXT(\"#\") + ColorPtr->ToHex())); return DcOk();\n} Note how FDcPropertyReader::ReadDataEntry and FDcPropertyWriter::WriteDataEntry retrieves the next property as a FDcPropertyDatum, which allows us to directly manipulate a FColor pointer.","breadcrumbs":"Extra » FColor » FColor Serialization/Deserialization","id":"63","title":"FColor Serialization/Deserialization"},"64":{"body":"This demonstrates conversion betweenTArray<uint8> and Base64 encoded strings in JSON: DcSerDeBase64.h DcSerDeBase64.cpp // DataConfigExtra/Public/DataConfig/Extra/Deserialize/DcSerDeBase64.h\nUSTRUCT()\nstruct FDcExtraTestStructWithBase64\n{ GENERATED_BODY() UPROPERTY(meta = (DcExtraBase64)) TArray<uint8> BlobField1; UPROPERTY(meta = (DcExtraBase64)) TArray<uint8> BlobField2;\n}; // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcSerDeBase64.cpp\nFString Str = TEXT(R\"( { \"BlobField1\" : \"dGhlc2UgYXJlIG15IHR3aXN0ZWQgd29yZHM=\", \"BlobField2\" : \"\", }\n)\"); Note that we're tagging the BlobField with (meta = (DcExtraBase64)) to explicitly show that we' want this member to be converted into Base64. UE support arbitrary meta data in the meta = () segment . But beware that the meta data is only available when WITH_EDITORDATA flag is defined. In predicate we check for this DcExtraBase64 like this: // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcSerDeBase64.cpp\nEDcDeserializePredicateResult PredicateIsBase64Blob(FDcDeserializeContext& Ctx)\n{ FArrayProperty* ArrayProperty = DcPropertyUtils::CastFieldVariant<FArrayProperty>(Ctx.TopProperty()); //\tcheck for only TArray<uint8> if (ArrayProperty == nullptr) return EDcDeserializePredicateResult::Pass; if (!ArrayProperty->Inner->IsA<FByteProperty>()) return EDcDeserializePredicateResult::Pass; return ArrayProperty->HasMetaData(TEXT(\"DcExtraBase64\")) ? EDcDeserializePredicateResult::Process : EDcDeserializePredicateResult::Pass;\n}","breadcrumbs":"Extra » Base64 Blob » Base64 Blob Serialization/Deserialization","id":"64","title":"Base64 Blob Serialization/Deserialization"},"65":{"body":"Previously we're deserializing FColor by writing into its member fields separately, which is a bit cumbersome. In this case DataConfig do support better alternatives. Since we know that FColor is POD type we can construct one by filling in correct bit pattern. In this case FDcPropertyWriter allow struct property to be coerced from a blob: DcSerDeColor.h DcSerDeColor.cpp // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\ntemplate<>\nFDcResult TemplatedWriteColorDispatch<EDcColorDeserializeMethod::WriteBlob>(const FColor& Color, FDcDeserializeContext& Ctx)\n{ return Ctx.Writer->WriteBlob({ (uint8*)&Color, // treat `Color` as opaque blob data sizeof(FColor) });\n} Alternatively we can get FProperty and data pointer in place and setting the value through Unreal's FProperty API: // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\ntemplate<>\nFDcResult TemplatedWriteColorDispatch<EDcColorDeserializeMethod::WriteDataEntry>(const FColor& Color, FDcDeserializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Writer->WriteDataEntry(FStructProperty::StaticClass(), Datum)); Datum.CastFieldChecked<FStructProperty>()->CopySingleValue(Datum.DataPtr, &Color); return DcOk();\n} Note that we already know that Datum.DataPtr points to a allocated FColor instance. Thus we can simply cast it into a FColor* and directly manipulate the pointer. // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\ntemplate<>\nFDcResult TemplatedWriteColorDispatch<EDcColorDeserializeMethod::WritePointer>(const FColor& Color, FDcDeserializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Writer->WriteDataEntry(FStructProperty::StaticClass(), Datum)); FColor* ColorPtr = (FColor*)Datum.DataPtr; *ColorPtr = Color; // deserialize by assignment return DcOk();\n} Note that these techniques also applies on serialization: // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeColor.cpp\nFDcResult HandlerColorSerialize(FDcSerializeContext& Ctx)\n{ FDcPropertyDatum Datum; DC_TRY(Ctx.Reader->ReadDataEntry(FStructProperty::StaticClass(), Datum)); FColor* ColorPtr = (FColor*)Datum.DataPtr; DC_TRY(Ctx.Writer->WriteString(TEXT(\"#\") + ColorPtr->ToHex())); return DcOk();\n}","breadcrumbs":"Extra » WriterAPI » Writer API Alternatives","id":"65","title":"Writer API Alternatives"},"66":{"body":"UE comes with a handy module JsonUtilities that handles conversion between USTRUCTs and JSON. In this example we've implemented similar functionalities that behaves almost identical to stock FJsonConverter. DcJsonConverter.h DcJsonConverter.cpp // DataConfigExtra/Private/DataConfig/Extra/Types/DcJsonConverter.cpp\nFString Str = TEXT(R\"( { \"strField\" : \"Foo\", \"nestField\" : { \"strArrayField\" : [ \"One\", \"Two\", \"Three\" ], \"strIntMapField\" : { \"One\": 1, \"Two\": 2, \"Three\": 3 } }, \"intField\" : 253, \"boolField\" : true }\n)\"); { FDcTestJsonConverter1 Lhs; bool LhsOk = DcExtra::JsonObjectStringToUStruct(Str, &Lhs); FDcTestJsonConverter1 Rhs; bool RhsOk = FJsonObjectConverter::JsonObjectStringToUStruct(Str, &Rhs);\n} { FString Lhs; bool LhsOk = DcExtra::UStructToJsonObjectString(Data, Lhs); FString Rhs; bool RhsOk = FJsonObjectConverter::UStructToJsonObjectString(Data, Rhs);\n} DcExtra::JsonObjectStringToUStruct() body is trivia as it delegates most of the work to DcDeserializer: // DataConfigExtra/Private/DataConfig/Extra/Types/DcJsonConverter.cpp\nbool JsonObjectReaderToUStruct(FDcReader* Reader, FDcPropertyDatum Datum)\n{ FDcResult Ret = [&]() -> FDcResult { using namespace JsonConverterDetails; LazyInitializeDeserializer(); FDcPropertyWriter Writer(Datum); FDcDeserializeContext Ctx; Ctx.Reader = Reader; Ctx.Writer = &Writer; Ctx.Deserializer = &Deserializer.GetValue(); DC_TRY(Ctx.Prepare()); DC_TRY(Deserializer->Deserialize(Ctx)); return DcOk(); }(); if (!Ret.Ok()) { DcEnv().FlushDiags(); return false; } else { return true; }\n} The serializing function DcExtra::UStructToJsonObjectString() needs some customization as default DcJsonWriter and DcSerializer handlers behaves a bit different against stock FDcJsonConverter: It serialize field names as camelCase. It uses platform dependent line endings, that is \\r\\n on Windows. It have subtle new line breaking rules on nested array and object, and on spacing around : token. The good news is that one can customize these behaviors with DataConfig to match it: // DataConfigExtra/Public/DataConfig/Extra/Types/DcJsonConverter.h\ntemplate<typename InStructType>\nstatic bool UStructToJsonObjectString(const InStructType& InStruct, FString& OutJsonString)\n{ static FDcJsonWriter::ConfigType _JSON_CONVERTER_CONFIG = [] { FDcJsonWriter::ConfigType Config = FDcJsonWriter::DefaultConfig; Config.IndentLiteral = TEXT(\"\\t\"); Config.LineEndLiteral = LINE_TERMINATOR; Config.LeftSpacingLiteral = TEXT(\"\"); Config.bNestedArrayStartsOnNewLine = false; Config.bNestedObjectStartsOnNewLine = true; return Config; }(); FDcJsonWriter Writer(_JSON_CONVERTER_CONFIG); ...\n} // DataConfigExtra/Private/DataConfig/Extra/Types/DcJsonConverter.cpp\nstatic FDcResult HandlerStructRootSerializeCamelCase(FDcSerializeContext& Ctx)\n{ ... else if (CurPeek == EDcDataEntry::Name) { FName Value; DC_TRY(Ctx.Reader->ReadName(&Value)); DC_TRY(Ctx.Writer->WriteString(FJsonObjectConverter::StandardizeCase(Value.ToString()))); }\n} We aim to support flexible serialization and formatting behaviors without modifying DataConfigCore code:","breadcrumbs":"Extra » JsonConverter » JsonConverter in DataConfig","id":"66","title":"JsonConverter in DataConfig"},"67":{"body":"This is an intermediate example that takes advantage of the flexibility provided by the property system. FDcAnyStruct is a struct that stores a heap allocated USTRUCT of any type while maintaining value semantic on itself. If you're familiar with the concept of variant type, just think of it as a variant type that supports all USTRUCT: DcAnyStruct.h DcAnyStruct.cpp // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeAnyStruct.cpp\n// instantiate from heap allocated structs\nFDcAnyStruct Any1 = new FDcExtraTestSimpleStruct1();\nAny1.GetChecked<FDcExtraTestSimpleStruct1>()->NameField = TEXT(\"Foo\"); // supports moving\nFDcAnyStruct Any2 = MoveTemp(Any1);\ncheck(!Any1.IsValid());\ncheck(Any2.GetChecked<FDcExtraTestSimpleStruct1>()->NameField == TEXT(\"Foo\"));\nAny2.Reset(); // supports shared referencing\nAny2 = new FDcExtraTestSimpleStruct2();\nAny2.GetChecked<FDcExtraTestSimpleStruct2>()->StrField = TEXT(\"Bar\"); Any1 = Any2; check(Any1.DataPtr == Any2.DataPtr);\ncheck(Any1.StructClass == Any2.StructClass); We then implemented conversion logic between FDcAnyStruct and JSON: DcSerDeAnyStruct.h DcSerDeAnyStruct.cpp // DataConfigExtra/Public/DataConfig/Extra/SerDe/DcSerDeAnyStruct.h\nUSTRUCT()\nstruct FDcExtraTestWithAnyStruct1\n{ GENERATED_BODY() UPROPERTY() FDcAnyStruct AnyStructField1; UPROPERTY() FDcAnyStruct AnyStructField2; UPROPERTY() FDcAnyStruct AnyStructField3;\n}; // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeAnyStruct.cpp\nFString Str = TEXT(R\"( { \"AnyStructField1\" : { \"$type\" : \"DcExtraTestSimpleStruct1\", \"NameField\" : \"Foo\" }, \"AnyStructField2\" : { \"$type\" : \"DcExtraTestStructWithColor1\", \"ColorField1\" : \"#0000FFFF\", \"ColorField2\" : \"#FF0000FF\" }, \"AnyStructField3\" : null }\n)\"); Note how the custom FColor <-> \"#RRGGBBAA\" conversion recursively works within FDcAnyStruct. This should be a good starting point for you to implement your own nested variant types and containers. For more details refer to the implementation of HandlerDcAnyStruct[Serialize/Deserialize].","breadcrumbs":"Extra » AnyStruct » AnyStruct","id":"67","title":"AnyStruct"},"68":{"body":"In AnyStruct we implemented FDcAnyStruct that can store arbitrary heap allocated USTRUCT. A shortcoming of this approach is that it introduces overhead of heap allocated memory, which also have worse cache locality comparing to stack allocated structs. In this example we implemented a series of structs FDcInlineStruct64/FDcInlineStruct128/FDcInlineStruct256/FDcInlineStruct512 which stores a USTRUCT inline. Think it as a small buffer optimized version of FDcAnyStruct. These can also be used as a cheap alternative to UCLASS based polymorphism. DcInlineStruct.h DcInlineStruct.cpp // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeInlineStruct.cpp\n// stack allocated usage\nFDcInlineStruct64 Inline1;\nInline1.Emplace<FColor>(255, 0, 0, 255);\nUTEST_TRUE(\"Inline Struct\", *Inline1.GetChecked<FColor>() == FColor::Red); // support copy FDcInlineStruct64 Inline2 = Inline1;\nUTEST_TRUE(\"Inline Struct\", *Inline2.GetChecked<FColor>() == FColor::Red); Serialization handlers for inline structs are similar to any struct ones: DcSerDeInlineStruct.h DcSerDeInlineStruct.cpp // DataConfigExtra/Public/DataConfig/Extra/SerDe/DcSerDeInlineStruct.h\nUSTRUCT()\nstruct FDcExtraTestWithInlineStruct1\n{ GENERATED_BODY() UPROPERTY() FDcInlineStruct64 InlineField1; UPROPERTY() FDcInlineStruct64 InlineField2;;\n}; // DataConfigExtra/Private/DataConfig/Extra/SerDe/DcSerDeInlineStruct.cpp\nFString Str = TEXT(R\"( { \"InlineField1\" : { \"$type\" : \"DcExtraTestSimpleStruct1\", \"NameField\" : \"Foo\" }, \"InlineField2\" : { \"$type\" : \"DcExtraTestStructWithColor1\", \"ColorField1\" : \"#0000FFFF\", \"ColorField2\" : \"#FF0000FF\" } }\n)\"); Note that one limitation with inline structs the USTRUCT get put in must have smaller size than the inline struct storage. Deserialize handlers would check for these cases: LogDataConfigCore: Display: # DataConfig Error: Inline struct too big: BufSize '56', Struct 'DcExtraTestStruct128' Size '128'\nLogDataConfigCore: Display: - [WideCharDcJsonReader] --> <in-memory>5:38 3 | { 4 | \"InlineField1\" : { 5 | \"$type\" : \"DcExtraTestStruct128\", | ^ 6 | \"NameField\" : \"Foo\" 7 | },\nLogDataConfigCore: Display: - [DcPropertyWriter] Writing property: (FDcExtraTestWithInlineStruct1)$root.(FDcInlineStruct64)InlineField1\nLogDataConfigCore: Display: - [DcSerializer]","breadcrumbs":"Extra » InlineStruct » Inline Struct","id":"68","title":"Inline Struct"},"69":{"body":"DataConfig can also be used to author one-off utility. In this example we implemented DcExtra::DeserializeStructRenaming() that copies data between structural identical data structures, while renaming field names by a user function. DcDeserializeRenameStructFieldNames.h DcDeserializeRenameStructFieldNames.cpp // DataConfigExtra/Private/DataConfig/Extra/Deserialize/DcDeserializeRenameStructFieldNames.cpp\n// struct equivelent to this:\nFString Str = TEXT(R\"( { \"FromName1\" : \"Foo\", \"FromStructSet1\" : [ { \"FromStr1\" : \"One\", \"FromInt1\" : 1, }, { \"FromStr1\" : \"Two\", \"FromInt1\" : 2, } ] }\n)\"); // ... deserialize with a functor renaming `FromXXX` to `ToXXX`:\nUTEST_OK(\"...\", DcExtra::DeserializeStructRenaming( FromDatum, ToDatum, FDcExtraRenamer::CreateLambda([](const FName& FromName){ FString FromStr = FromName.ToString(); if (FromStr.StartsWith(TEXT(\"From\"))) return FName(TEXT(\"To\") + FromStr.Mid(4)); else return FromName;\n}))); // ... results into a struct equivelent to this: FString Str = TEXT(R\"( { \"ToName1\" : \"Foo\", \"ToStructSet1\" : [ { \"ToStr1\" : \"One\", \"ToInt1\" : 1, }, { \"ToStr1\" : \"Two\", \"ToInt1\" : 2, } ] }\n)\"); This takes advantage of the DcPropertyPipeHandlers that simply do verbatim data piping. The gist is that you should consider DataConfig an option when working with batch data processing within Unreal Engine. We are trying to provide tools to support these use cases.","breadcrumbs":"Extra » Field Renamer » Field Renamer","id":"69","title":"Field Renamer"},"7":{"body":"At the moment it supports these the engine versions below: UE 5.1 UE 5.0 UE 4.27 UE 4.26 UE 4.25","breadcrumbs":"Integration » Integration","id":"7","title":"Integration"},"70":{"body":"This example demonstrates that FReader/FWriter can be used standalone, without FDcSerializer/FDcDeserializer. UE built-in module PropertyPath allow accessing nested object properties by a path like Foo.Bar.Baz: DcPropertyPathAccess.h DcPropertyPathAccess.cpp // DataConfigExtra/Private/DataConfig/Extra/Types/DcPropertyPathAccess.cpp\nFString Str;\nUTEST_TRUE(\"...\", PropertyPathHelpers::GetPropertyValue(Outer, TEXT(\"StructRoot.Middle.InnerMost.StrField\"), Str));\nUTEST_TRUE(\"...\", Str == TEXT(\"Foo\")); UTEST_TRUE(\"...\", PropertyPathHelpers::SetPropertyValue(Outer, TEXT(\"StructRoot.Middle.InnerMost.StrField\"), FString(TEXT(\"Bar\"))));\nUTEST_TRUE(\"...\", Outer->StructRoot.Middle.InnerMost.StrField == TEXT(\"Bar\")); We implemented a pair of methods DcExtra::GetDatumPropertyByPath/SetDatumPropertyByPath with FDcPropertyReader: // DataConfigExtra/Private/DataConfig/Extra/Types/DcPropertyPathAccess.cpp\nUTEST_TRUE(\"...\", CheckStrPtr(GetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Middle.InnerMost.StrField\"), TEXT(\"Foo\")));\nUTEST_TRUE(\"...\", CheckStrPtr(GetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Arr.0.StrField\"), TEXT(\"Bar0\")));\nUTEST_TRUE(\"...\", CheckStrPtr(GetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Arr.1.StrField\"), TEXT(\"Bar1\")));\nUTEST_TRUE(\"...\", CheckStrPtr(GetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.NameMap.FooKey.StrField\"), TEXT(\"FooValue\"))); UTEST_TRUE(\"...\", SetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Middle.InnerMost.StrField\", TEXT(\"AltFoo\")));\nUTEST_TRUE(\"...\", SetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Arr.0.StrField\", TEXT(\"AltBar0\")));\nUTEST_TRUE(\"...\", SetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.Arr.1.StrField\", TEXT(\"AltBar1\")));\nUTEST_TRUE(\"...\", SetDatumPropertyByPath<FString>(FDcPropertyDatum(Outer), \"StructRoot.NameMap.FooKey.StrField\", TEXT(\"AltFooValue\"))); Comparing to PropertyPathHelpers these new ones support Array and Map, and support USTRUCT roots. We're missing some features like expanding weak/lazy object references but it should be easy to implement. Remember that we have bundled JSON/MsgPack reader/writers that can also be used standalone.","breadcrumbs":"Extra » Property Path » Access property by path","id":"70","title":"Access property by path"},"71":{"body":"Unreal Engine bundles SQLite3 in SQLiteCore plugin and bundled with minimal C++ abstractions. In this example we implemented LoadStructArrayFromSQLite to load a SQLite query into a TArray of structs: DcSqlite.h DcSqlite.cpp // DataConfigExtra/Public/DataConfig/Extra/Misc/DcSqlite.h\ntemplate<typename TStruct>\nFDcResult LoadStructArrayFromSQLite(FSQLiteDatabase* Db, const TCHAR* Query, TArray<TStruct>& Arr)\n// ... With this method we can easily turn SQLite query results into structs that's easy to manipulate with: // DataConfig/Source/DataConfigExtra/Private/DataConfig/Extra/Misc/DcSqlite.cpp\n/// data fixture\nFString Statement = TEXT(\"CREATE TABLE users (id INTEGER NOT NULL,name TEXT, title TEXT)\");\nbSuccess &= TestDb.Execute(*Statement);\nStatement = TEXT(\"INSERT INTO users (id, name, title) VALUES (1, 'John', 'Manager')\");\nbSuccess &= TestDb.Execute(*Statement);\nStatement = TEXT(\"INSERT INTO users (id, name, title) VALUES (2, 'Mark', 'Engineer')\");\nbSuccess &= TestDb.Execute(*Statement);\nStatement = TEXT(\"INSERT INTO users (id, name, title) VALUES (3, 'Bob', 'Engineer')\");\nbSuccess &= TestDb.Execute(*Statement);\nStatement = TEXT(\"INSERT INTO users (id, name, title) VALUES (4, 'Mike', 'QA')\"); // execute query and deserialize\nTArray<FDcExtraTestUser> Arr;\nUTEST_OK(\"Extra Sqlite\", DcExtra::LoadStructArrayFromSQLite( &TestDb, TEXT(\"SELECT * FROM users WHERE title == 'Engineer' ORDER BY id\"), Arr )); // equivalent fixture\nFString Fixture = TEXT(R\"( [ { \"Id\" : 2, \"Name\" : \"Mark\", \"Title\" : \"Engineer\" }, { \"Id\" : 3, \"Name\" : \"Bob\", \"Title\" : \"Engineer\" } ]\n)\"); For this to work we'll need to implement FSqliteReader which implements FDcReader API so it can be consumed by deserializer. The cool thing is that FSqliteReader works very well with SQLite's step API and can wrap SQLite error reporting into diagnostics that DataConfig can report.","breadcrumbs":"Extra » SQLite » Deserialize From SQLite Query","id":"71","title":"Deserialize From SQLite Query"},"72":{"body":"Unreal Engine Modules is how the engine handles its C++ code physical design. You'll need to be pretty familiar with the system to scale up your C++ project. We split extra samples in two modules. The first is DataConfigExtra which does not depend on Engine/UnrealEd module. It can be built along program target. DataConfigExtra is basically a set of C++ source files bundled and there's no special setup for it. The key setup is to set ModuleRules.bRequiresImplementModule to be false: DataConfigExtra.Build.cs // DataConfigExtra/DataConfigExtra.Build.cs\npublic class DataConfigExtra : ModuleRules\n{ public DataConfigExtra(ReadOnlyTargetRules Target) : base(Target) { bRequiresImplementModule = false; Type = ModuleType.CPlusPlus; PCHUsage = PCHUsageMode.UseExplicitOrSharedPCHs; PublicDependencyModuleNames.AddRange( new string[] { \"DataConfigCore\", \"Core\", \"CoreUObject\", // ... }); }\n} The other module is DcEditorExtraModule, a more conventional editor only module. It's also the recommended setup for integrating DataConfig as an editor only dependency into your project. We also put samples that depends on Engine and other gameplay system in here. Most of integration code is in IModuleInterface::StartUpModule/ShutdownModule(). DcEditorExtraModule.cpp // DataConfigEditorExtra/Private/DcEditorExtraModule.cpp\nvoid FDcEditorExtraModule::StartupModule()\n{ // ... DcRegisterDiagnosticGroup(&DcDExtra::Details); DcRegisterDiagnosticGroup(&DcDEditorExtra::Details); DcStartUp(EDcInitializeAction::Minimal); DcEnv().DiagConsumer = MakeShareable(new FDcMessageLogDiagnosticConsumer()); // ...\n} void FDcEditorExtraModule::ShutdownModule()\n{ DcShutDown(); // ...\n} Here's a checklist for integration: Register additional diagnostics early. Call DcStartUp()/DcShutDonw() pair. Register custom diagnostic consumer. FDcMessageLogDiagnosticConsumer is an example of redirecting diagnostics to the UE Message Log window with its own category.","breadcrumbs":"Extra » Module Setup » Extra Module Setups","id":"72","title":"Extra Module Setups"},"73":{"body":"In this example we added a Dump Asset To Log menu entry. After enabling it you can see it on the context menu on all asset types: DataConfigEditorExtra-DumpAssetToLog On clicking it would use the pretty print writer to dump the asset into Output Log: DataConfigEditorExtra-DumpOutputLog This is implemented as an editor menu extender: DcEditorDumpAssetToLog.cpp // DataConfigExtra/Private/DataConfig/EditorExtra/Editor/DcEditorDumpAssetToLog.cpp\nTSharedRef<FExtender> DumpAssetToLogExtender(const TArray<FAssetData>& SelectedAssets)\n{ // ... Extender->AddMenuExtension(\"GetAssetActions\", EExtensionHook::After, TSharedPtr<FUICommandList>(), FMenuExtensionDelegate::CreateLambda([Asset](FMenuBuilder& MenuBuilder) { MenuBuilder.AddMenuEntry( // ... FUIAction( FExecuteAction::CreateLambda([Asset]{ if (UBlueprint* Blueprint = Cast<UBlueprint>(Asset.GetAsset())) { // dump BP class generated class CDO as it makes more sense DcAutomationUtils::DumpToLog(FDcPropertyDatum(Blueprint->GeneratedClass->ClassDefaultObject)); } else { DcAutomationUtils::DumpToLog(FDcPropertyDatum(Asset.GetAsset())); } }), FCanExecuteAction() ) ); })); } // ... When asset is a Blueprint we dump its CDO instead as it makes more sense.","breadcrumbs":"Extra » Dump Asset To Log » Dump Asset To Log","id":"73","title":"Dump Asset To Log"},"74":{"body":"The Property System is so powerful that you can create new Blueprint Class/Struct, which is equivalent to C++ UCLASS/USTRUCT to some extents. In this example we'll show how to handle these in DataConfig. The whole blueprint stuff depends on Engine module. This is also why we put related code into DataConfigEditorExtra module.","breadcrumbs":"Extra » Blueprint » Blueprint Serialization/Deserialization","id":"74","title":"Blueprint Serialization/Deserialization"},"75":{"body":"Blueprint class are stored within UBlueprint typed assets. Note that we automatically unwrap the container in handlers. DcSerDeBlueprint.h DcSerDeBlueprint.cpp //DataConfigEditorExtra/Public/DataConfig/EditorExtra/SerDe/DcSerDeBlueprint.h\nUSTRUCT()\nstruct DATACONFIGEDITOREXTRA_API FDcEditorExtraTestStructWithBPClass\n{ GENERATED_BODY() UPROPERTY() TSubclassOf<UDcTestBPClassBase> ClassField1; UPROPERTY() TSubclassOf<UDcTestBPClassBase> ClassField2; UPROPERTY() TSubclassOf<UDcTestBPClassBase> ClassField3;\n}; USTRUCT()\nstruct DATACONFIGEDITOREXTRA_API FDcEditorExtraTestStructWithBPInstance\n{ GENERATED_BODY() UPROPERTY() UDcTestBPClassBase* InstanceField1; UPROPERTY() UDcTestBPClassBase* InstanceField2; UPROPERTY() UDcTestBPClassBase* InstanceField3;\n}; //DataConfigEditorExtra/Private/DataConfig/EditorExtra/SerDe/DcSerDeBlueprint.cpp\nFString Str = TEXT(R\"( { \"ClassField1\" : null, \"ClassField2\" : \"DcTestNativeDerived1\", \"ClassField3\" : \"/DataConfig/DcFixture/DcTestBlueprintClassBeta\" }\n)\"); FString Str = TEXT(R\"( { \"InstanceField1\" : null, \"InstanceField2\" : \"/DataConfig/DcFixture/DcTestBlueprintInstanceAlpha\", \"InstanceField3\" : \"/DataConfig/DcFixture/DcTestBlueprintInstanceBeta\" }\n)\");","breadcrumbs":"Extra » Blueprint » Blueprint Class and Object references","id":"75","title":"Blueprint Class and Object references"},"76":{"body":"In this example we roundtrip a Blueprint class instance from JSON: Blueprint Class //DataConfigEditorExtra/Private/DataConfig/EditorExtra/SerDe/DcSerDeBlueprint.cpp\nFString Str = TEXT(R\"( { \"StrField\" : \"Foo\", \"BPEnumField\" : \"Baz\", \"IntField\" : 345 }\n)\"); You can also reference on how to handle Blueprint enum in this example. It need some special care to convert between int value and the descriptive text set within the editor.","breadcrumbs":"Extra » Blueprint » Blueprint Class Instance","id":"76","title":"Blueprint Class Instance"},"77":{"body":"Finally we're combined FColor, FDcAnyStruct and Blueprint struct into one single example: DataConfigEditorExtra-BlueprintStruct //DataConfigEditorExtra/Private/DataConfig/EditorExtra/SerDe/DcSerDeBlueprint.cpp\nFString Str = TEXT(R\"( { \"AnyStructField1\" : { \"$type\" : \"/DataConfig/DcFixture/DcTestBlueprintStructWithColor\", \"NameField\" : \"Foo\", \"StrField\" : \"Bar\", \"IntField\" : 123, \"ColorField\" : \"#FF0000FF\" } }\n)\"); Under the hood Blueprint struct mangles its field names. The struct above dumps to something like this: -----------------------------------------\n# Datum: 'UserDefinedStruct', 'DcTestBlueprintStructWithColor'\n<StructRoot> 'DcTestBlueprintStructWithColor'\n|---<Name> 'NameField_5_97BFF114405C1934C2F33E8668BF1652'\n|---<Name> 'Foo'\n|---<Name> 'StrField_9_FAA71EFE4896F4E6B1478B9C13B2CE52'\n|---<String> 'Bar'\n|---<Name> 'IntField_11_3BC7CB0F42439CE2196F7AA82A1AC374'\n|---<Int32> '123'\n|---<Name> 'ColorField_14_F676BCF245B2977B678B65A8216E94EB'\n|---<StructRoot> 'Color'\n| |---<Name> 'B'\n| |---<UInt8> '0'\n| |---<Name> 'G'\n| |---<UInt8> '0'\n| |---<Name> 'R'\n| |---<UInt8> '255'\n| |---<Name> 'A'\n| |---<UInt8> '255'\n|---<StructEnd> 'Color'\n<StructEnd> 'DcTestBlueprintStructWithColor'\n----------------------------------------- The good news is that DataConfig already got this covered.","breadcrumbs":"Extra » Blueprint » Blueprint Struct Instance","id":"77","title":"Blueprint Struct Instance"},"78":{"body":"GameplayTags is a built-in runtime module that implements hierarchical tags. In this example we have roundtrip handlers for FGameplayTag and FGameplayTagContainer. DcSerDeGameplayTags.h DcSerDeGameplayTags.cpp // DataConfigEditorExtra/Public/DataConfig/EditorExtra/SerDe/DcSerDeGameplayTags.h\nUSTRUCT()\nstruct FDcEditorExtraTestStructWithGameplayTag1\n{ GENERATED_BODY() UPROPERTY() FGameplayTag TagField1; UPROPERTY() FGameplayTag TagField2;\n}; // DataConfigEditorExtra/Private/DataConfig/EditorExtra/SerDe/DcSerDeGameplayTags.cpp\nFString Str = TEXT(R\"( { \"TagField1\" : null, \"TagField2\" : \"DataConfig.Foo.Bar\" }\n)\"); FGameplayTagContainer converts to a list of strings: // DataConfigEditorExtra/Public/DataConfig/EditorExtra/Deserialize/DcDeserializeGameplayTags.h\nUSTRUCT()\nstruct FDcEditorExtraTestStructWithGameplayTag2\n{ GENERATED_BODY() UPROPERTY() FGameplayTagContainer TagContainerField1; UPROPERTY() FGameplayTagContainer TagContainerField2;\n}; // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Deserialize/DcDeserializeGameplayTags.cpp\nFString Str = TEXT(R\"( { \"TagContainerField1\" : [], \"TagContainerField2\" : [ \"DataConfig.Foo.Bar\", \"DataConfig.Foo.Bar.Baz\", \"DataConfig.Tar.Taz\", ] }\n)\"); Note that gameplay tag parsing has error reporting built-in. In this case we can pipe it into our diagnostic: // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Deserialize/DcDeserializeGameplayTags.cpp\nstatic FDcResult _StringToGameplayTag(FDcDeserializeContext& Ctx, const FString& Str, FGameplayTag* OutTagPtr)\n{ FString FixedString; FText Err; if (!FGameplayTag::IsValidGameplayTagString(Str, &Err, &FixedString)) { return DC_FAIL(DcDEditorExtra, InvalidGameplayTagStringFixErr) << Str << FixedString << Err; } //...\n} In case of a invalid tag it would report the reason and fixed string: # DataConfig Error: Invalid Gameplay Tag String, Actual: 'DataConfig.Invalid.Tag.', Fixed: 'DataConfig.Invalid.Tag', Error: 'Tag ends with .'\n- [JsonReader] --> <in-memory>5:4 3 | { 4 | \"TagField1\" : null, 5 | \"TagField2\" : \"DataConfig.Invalid.Tag.\" | ^^^^^^^^^^^^^^^^^^^^^^^^^ 6 | } 7 | - [PropertyWriter] Writing property: (FDcEditorExtraTestStructWithGameplayTag1)$root.(FGameplayTag)TagField2 [C:\\DevUE\\UnrealEngine\\Engine\\Source\\Developer\\MessageLog\\Private\\Model\\MessageLogListingModel.cpp(73)]","breadcrumbs":"Extra » Gameplay Tag » Gameplay Tag Serialization/Deserialization","id":"78","title":"Gameplay Tag Serialization/Deserialization"},"79":{"body":"We'll conclude with a concrete user story: populating GameplayAbility and GameplayEffect blueprint from JSON file. DcDeserializeGameplayAbility.h DcDeserializeGameplayAbility.cpp Gameplay Ability System is a built-in plugin for building data driven abilities. Users are expected to derived and modify GameplayAbility and GameplayEffect blueprint for custom logic. Given a JSON like this: // DataConfig/Tests/Fixture_AbilityAlpha.json\n{ /// Tags \"AbilityTags\" : [ \"DataConfig.Foo.Bar\", \"DataConfig.Foo.Bar.Baz\", ], \"CancelAbilitiesWithTag\" : [ \"DataConfig.Foo.Bar.Baz\", \"DataConfig.Tar.Taz\", ], /// Costs \"CostGameplayEffectClass\" : \"/DataConfig/DcFixture/DcTestGameplayEffectAlpha\", /// Advanced \"ReplicationPolicy\" : \"ReplicateYes\", \"InstancingPolicy\" : \"NonInstanced\",\n} Right click on a GameplayAbility blueprint asset and select Load From JSON， then select this file and confirm. It would correctly populate the fields with the values in JSON, as seen in the pic below: DataConfigEditorExtra-LoadJsonIntoAbility Most of the logic is in DataConfig/EditorExtra/Deserialize/DcDeserializeGameplayAbility.cpp: The context menu is added from GameplayAbilityEffectExtender. There's another handy item named Dump To Log which dumps any blueprint CDO into the log. DataConfig deserializer is setup in LazyInitializeDeserializer(). We added custom logic for deserializing FGameplayAttribute from a string like DcTestAttributeSet.Mana. We also reused many methods from previous examples to support FGameplayTag deserialization and Blueprint class look up by path.","breadcrumbs":"Extra » Gameplay Ability » Deserialize Gameplay Abilities","id":"79","title":"Deserialize Gameplay Abilities"},"8":{"body":"The easiest way to try out DataConfig is to add it as a plugin into your C++ project. In this section we'll walk through the steps of integrating DataConfig plugin into a empty UE C++ Project.","breadcrumbs":"Integration » Integrate DataConfig Plugin","id":"8","title":"Integrate DataConfig Plugin"},"80":{"body":"This example only works with UE5.0+ Starting with UE 5.0 there's a new plugin StructUtils featuring a struct type called FInstancedStruct . It's shares the same idea to previous AnyStruct example, while it has proper asset serialization logic and editor support. Given a struct hierarchy like this: // DataConfigExtra/Public/DataConfig/Extra/Types/DcExtraTestFixtures.h\nUSTRUCT(BlueprintType)\nstruct FDcStructShapeBase\n{ GENERATED_BODY() UPROPERTY(EditAnywhere) FName ShapeName;\n}; USTRUCT(BlueprintType)\nstruct FDcStructShapeRectangle : public FDcStructShapeBase\n{ GENERATED_BODY() UPROPERTY(EditAnywhere) float Height; UPROPERTY(EditAnywhere) float Width;\n}; USTRUCT(BlueprintType)\nstruct FDcStructShapeCircle : public FDcStructShapeBase\n{ GENERATED_BODY() UPROPERTY(EditAnywhere) float Radius;\n}; You can use FInstancedStruct specified with a BaseStruct meta to reference to a polymorphism instance: // DataConfigEditorExtra5/Public/DataConfig/EditorExtra/SerDe/DcSerDeInstancedStruct.h\nUPROPERTY(EditAnywhere, meta = (BaseStruct = \"/Script/DataConfigExtra.DcStructShapeBase\"))\nFInstancedStruct InstancedStruct1; UPROPERTY(EditAnywhere, meta = (BaseStruct = \"DcStructShapeBase\"))\nFInstancedStruct InstancedStruct2; The best part is that the editor is also working as intended: DataConfigEditorExtra-InstancedStructEditor Prior to this you'll need to setup Sub Objects for similar behavior, which costs unnecessary overhead. FInstancedStruct can also be serialized to and from JSON with DataConfig: DcSerDeInstancedStruct.h DcSerDeInstancedStruct.cpp // DataConfigExtra5/Public/DataConfig/EditorExtra/SerDe/DcSerDeInstancedStruct.h\nUSTRUCT()\nstruct FDcEditorExtra5InstancedStruct1\n{ GENERATED_BODY() UPROPERTY() FInstancedStruct InstancedStruct1; UPROPERTY() FInstancedStruct InstancedStruct2; UPROPERTY() FInstancedStruct InstancedStruct3;\n}; // DataConfigExtra5/Private/DataConfig/EditorExtra/SerDe/DcSerDeInstancedStruct.cpp\nFString Str = TEXT(R\"( { \"InstancedStruct1\" : { \"$type\" : \"DcExtraTestSimpleStruct1\", \"NameField\" : \"Foo\" }, \"InstancedStruct2\" : { \"$type\" : \"DcExtraTestStructWithColor1\", \"ColorField1\" : \"#0000FFFF\", \"ColorField2\" : \"#FF0000FF\" }, \"InstancedStruct3\" : null }\n)\"); Note how the custom FColor <-> \"#RRGGBBAA\" conversion recursively works within FInstancedStruct.","breadcrumbs":"Extra » InstancedStruct » InstancedStruct","id":"80","title":"InstancedStruct"},"81":{"body":"This section contains documentation for advanced topics.","breadcrumbs":"Advanced » Advanced","id":"81","title":"Advanced"},"82":{"body":"We've integrated two benchmarks fixtures from JSON for modern C++ project. In the benchmark we deserialize JSON into C++ structs, then serialize them back to JSON. Then we convert JSON to MsgPack and do identical process. canada.json corpus.ndjson See here for instructions to build and run the benchmark. Here're the results: DcBenchmarkFixture1.cpp On a Intel(R) Core(TM) i7-7700K CPU @ 4.20GHz: Corpus Json Deserialize: [Shipping] Bandwidth: 77.816(MB/s), Mean: 70.891(ms), Median:70.662(ms), Deviation:0.861\nCorpus Json Serialize: [Shipping] Bandwidth: 97.532(MB/s), Mean: 56.560(ms), Median:55.786(ms), Deviation:1.930\nCorpus MsgPack Deserialize: [Shipping] Bandwidth: 89.347(MB/s), Mean: 58.498(ms), Median:58.339(ms), Deviation:0.573\nCorpus MsgPack Serialize: [Shipping] Bandwidth: 79.530(MB/s), Mean: 65.719(ms), Median:65.457(ms), Deviation:0.867 Canada Json Deserialize: [Shipping] Bandwidth: 59.257(MB/s), Mean: 36.228(ms), Median:36.029(ms), Deviation:0.490\nCanada Json Serialize: [Shipping] Bandwidth: 47.083(MB/s), Mean: 45.596(ms), Median:44.961(ms), Deviation:1.563\nCanada MsgPack Serialize: [Shipping] Bandwidth: 101.112(MB/s), Mean: 5.778(ms), Median:5.764(ms), Deviation:0.060\nCanada MsgPack Deserialize: [Shipping] Bandwidth: 89.467(MB/s), Mean: 6.530(ms), Median:6.513(ms), Deviation:0.094 On a AMD Ryzen 9 5950X 16-Core Processor 3.40 GHz: Corpus Json Deserialize: [Shipping] Bandwidth: 98.890(MB/s), Mean: 55.784(ms), Median:55.486(ms), Deviation:0.856\nCorpus Json Serialize: [Shipping] Bandwidth: 107.389(MB/s), Mean: 51.369(ms), Median:51.046(ms), Deviation:1.531\nCorpus MsgPack Deserialize: [Shipping] Bandwidth: 112.146(MB/s), Mean: 46.606(ms), Median:46.521(ms), Deviation:0.213\nCorpus MsgPack Serialize: [Shipping] Bandwidth: 98.295(MB/s), Mean: 53.173(ms), Median:52.951(ms), Deviation:1.065 Canada Json Deserialize: [Shipping] Bandwidth: 72.858(MB/s), Mean: 29.465(ms), Median:29.238(ms), Deviation:0.802\nCanada Json Serialize: [Shipping] Bandwidth: 57.586(MB/s), Mean: 37.279(ms), Median:37.363(ms), Deviation:0.640\nCanada MsgPack Serialize: [Shipping] Bandwidth: 126.463(MB/s), Mean: 4.620(ms), Median:4.548(ms), Deviation:0.233\nCanada MsgPack Deserialize: [Shipping] Bandwidth: 103.348(MB/s), Mean: 5.653(ms), Median:5.649(ms), Deviation:0.020 Some insights on the results: Benchmark in Shipping build configuration, otherwise it doesn't make much sense. Recall that runtime performance isn't our top priority . We opted for a classic inheritance based API for FDcReader/FDcWriter which means that each read/write step result in a virtual dispatch. This by design would result in mediocre performance metrics. The bandwidth should be in the range of 10~100(MB/s) on common PC setup, no matter how simple the format is. MsgPack and JSON has similar bandwidth numbers in the benchmark. However MsgPack has far more tight layout when dealing with numeric data. Note in the Canada fixture MsgPack only takes around 10ms, as this fixture is mostly float number coordinates.","breadcrumbs":"Advanced » Benchmark » Benchmark","id":"82","title":"Benchmark"},"83":{"body":"There're some recurring patterns when writing handlers in DataConfig.","breadcrumbs":"Advanced » Writing Handlers » Tips for writing handlers","id":"83","title":"Tips for writing handlers"},"84":{"body":"When deserializing a container like USTRUCT root or TArray you'll need to recursively deserialize children properties. This is wrapped in a single function call: // DataConfigCore/Private/DataConfig/Deserialize/Handlers/Json/DcJsonStructDeserializers.cpp\nDC_TRY(DcDeserializeUtils::RecursiveDeserialize(Ctx)); Internally it would push writer's next property into FDcDeserializeContext::Properties to satisfiy the invariant that FDcDeserializeContext::TopProperty() always points to the current writing property. It would also clear up the top property on return. Another example is how we pipe deserialize a TMap<>. When at key and value position we simply call this method 2 times: // DataConfigCore/Private/DataConfig/Deserialize/Handlers/Property/DcPropertyPipeDeserializers.cpp\nDC_TRY(Ctx.Reader->ReadMapRoot());\nDC_TRY(Ctx.Writer->WriteMapRoot()); EDcDataEntry CurPeek;\nwhile (true)\n{ DC_TRY(Ctx.Reader->PeekRead(&CurPeek)); if (CurPeek == EDcDataEntry::MapEnd) break; DC_TRY(DcDeserializeUtils::RecursiveDeserialize(Ctx)); DC_TRY(DcDeserializeUtils::RecursiveDeserialize(Ctx));\n} DC_TRY(Ctx.Reader->ReadMapEnd());\nDC_TRY(Ctx.Writer->WriteMapEnd());","breadcrumbs":"Advanced » Writing Handlers » Recursive Deserialize","id":"84","title":"Recursive Deserialize"},"85":{"body":"Sometimes deserialization will create new UObject along the way. In this case you'll need to fill in FDcDeserializeContext::Objects so the top one is used for NewObject() calls. For transient objecst you can use GetTransientPackage(): // DataConfigTests/Private/DcTestDeserialize.cpp\nCtx.Objects.Push(GetTransientPackage());","breadcrumbs":"Advanced » Writing Handlers » Provide TopObject()","id":"85","title":"Provide TopObject()"},"86":{"body":"Sometimes you want to peek the content of the next entry. For example in DcExtra::HandlerBPDcAnyStructDeserialize() we're dealing with a JSON like this: // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Deserialize/DcDeserializeBPClass.cpp\n{ \"AnyStructField1\" : { \"$type\" : \"/DataConfig/DcFixture/DcTestBlueprintStructWithColor\", \"NameField\" : \"Foo\", //... }\n} We want to consume the $type key and its value, and then delegate the logic back to the deserializer. The solution here is first to consume the pair. Then we put back a { then replace the reader: // DataConfigEditorExtra/Private/DataConfig/EditorExtra/Deserialize/DcDeserializeBPClass.cpp\nFDcPutbackReader PutbackReader(Ctx.Reader);\nPutbackReader.Putback(EDcDataEntry::MapRoot);\nTDcStoreThenReset<FDcReader*> RestoreReader(Ctx.Reader, &PutbackReader); FDcScopedProperty ScopedValueProperty(Ctx);\nDC_TRY(ScopedValueProperty.PushProperty());\nDC_TRY(Ctx.Deserializer->Deserialize(Ctx)); Beware that Putback only support a limited subset of data types.","breadcrumbs":"Advanced » Writing Handlers » Peek By Value","id":"86","title":"Peek By Value"},"87":{"body":"Readers implements FDcReader::Coercion() which can be used to query if the next value can be coerced into other types. Here's an example of reading a JSON number as string: // DataConfigTests/Private/DcTestBlurb2.cpp\nFDcJsonReader Reader(TEXT(R\"( 1.234567\n)\")); // check coercion\n// note this is a query and doesn't affect reading at all\nbool bCanCoerceToStr;\nDC_TRY(Reader.Coercion(EDcDataEntry::String, &bCanCoerceToStr));\ncheck(bCanCoerceToStr); // read number token as stjring\n// note here we skipped parsing the number to float\nFString NumStr;\nDC_TRY(Reader.ReadString(&NumStr)); check(NumStr == TEXT(\"1.234567\"));\nreturn DcOk(); What's cool here is that FDcJsonReader does parsing at the ReadFloat() callsite. So when doing coercion above it actually skipped string to float parsing. Here's a table of all existing coercion rules: Reader From Type To Type FDcPropertyReader Array Blob StructRoot Blob FDcJsonReader Double String Double Int8/Int16/Int32/Int64UInt8/Uint16/UInt32/Uint64Float String Name/Text FDcMsgPackReader String Name/Text Some caveats regarding coercion: When reading from JSON/MsgPack string can be read as Name/Text for convenient. When reading from Property, Array/Struct can be read as a FDcBlobViewData which directly points to the memory span.","breadcrumbs":"Advanced » Writing Handlers » Coercion","id":"87","title":"Coercion"},"88":{"body":"Sometimes you just want to deserialize something into an TArray/TMap/TSet. Then you'll realize that you don't have something corresponding to StaticClass()/StaticStruct() as root to pass to DataConfig. // DataConfigTests/Private/DcTestBlurb2.cpp\nFString Fixture = TEXT(\"[1,2,3,4,5]\");\nTArray<int> Arr; Turns out you can create adhoc FProperty without USTRUCT/UCLASS parents and use them just fine. In DataConfig we've provided DcPropertyUtils::FDcPropertyBuilder to ease this use case. DcPropertyUtils.h // DataConfigTests/Private/DcTestBlurb2.cpp\n// create int array property\nusing namespace DcPropertyUtils;\nauto ArrProp = FDcPropertyBuilder::Array( FDcPropertyBuilder::Int() ).LinkOnScope(); FDcJsonReader Reader{Fixture};\nDC_TRY(DcAutomationUtils::DeserializeFrom(&Reader, FDcPropertyDatum(ArrProp.Get(), &Arr))); // validate results\ncheck(Arr.Num() == 5);\ncheck(Arr[4] == 5); Note that FDcPropertyBuilder would create a heap allocated FProperty and LinkOnScope() returns a TUniquePtr. You might want to cache the properties if used repeatedly.","breadcrumbs":"Advanced » Non Class/Struct Root » Non Class/Struct Root","id":"88","title":"Non Class/Struct Root"},"89":{"body":"Some DataConfig behaviors take advantage of property metadata . For example the default DcSkip metadata let DataConfig ignore marked property: // DataConfigTests/Private/DcTestProperty3.h\nUPROPERTY(meta = (DcSkip)) int SkipField1; However the metadata would be stripped in packaged builds and FProperty::GetMetaData/HasMetaData() set of methods would be gone. The state is roughly like this: In packaged builds there's no metadata C++ methods nor any data. Program targets can choose whether to keep metadata methods by setting bBuildWithEditorOnlyData in Target.cs. This toggles macro WITH_EDITORONLY_DATA. However the actual metadata would not be auto loaded. In editor metadata works as intended. In release 1.4.1 we fixed compilation on !WITH_EDITORONLY_DATA. This would allow you to include DataConfigCore as a runtime module and ship it with your project. This is an intended and supported use case. However with no metadata some default DataConfig behaviors would be different: All builtin metas (DcSkip/DcMsgPackBlob) are ignored. Bitflag enums (UENUM(meta = (Bitflags))) are ignored. All enums are now treated as scalar. The good news is that you can workaround this by writing custom serialization handlers . For example for bitflag enums: Name your bitflag enums with a prefix like EFlagBar and check for it in predicates. Collect a list of bitflag enum names and test for it in predicates. On serializing PeekRead for next data entry. If it's a ArrayRoot then treat it as a bitflag enum. Note that you should be able to implement these without modifying DataConfigCore code.","breadcrumbs":"Advanced » No MetaData » No MetaData","id":"89","title":"No MetaData"},"9":{"body":"DataConfig now uses separated uplugin files for UE4 and UE5 so that we can try out new features in UE5 without dropping support for UE4. We bundled scripts to generate clean plugins for UE4 and UE5. You can also find these on DataConfig releases page. git clone https://github.com/slowburn-dev/DataConfig\n# requires python 3.6+\npython ./DataConfig/Misc/Scripts/make_dataconfig_ue4.py\npython ./DataConfig/Misc/Scripts/make_dataconfig_ue5.py","breadcrumbs":"Integration » Generate DataConfig Plugin for UE4/UE5","id":"9","title":"Generate DataConfig Plugin for UE4/UE5"},"90":{"body":"One thing we find that's really important when maintaining DataConfig across multiple UE versions, is that proper automation is a must. On this page we document how to run the bundled automation tests. Note that all instructions shown here are using Windows with a Cmd shell. You'll need to adapt to your system setup.","breadcrumbs":"Advanced » Automation » Automation","id":"90","title":"Automation"},"91":{"body":"We provide a standalone, command target that runs tests on core, non editor DataConfig features. This requires a source build to work , that means downloaded dists from Epic Launcher can not build this target. Get a copy of Unreal Engine source code. Also checkout DataConfig supported UE versions . Run ./GenerateProjectFiles.bat under Unreal Engine root. Note that you don't need to build the editor. This step would build UnrealBuildTool which is enough for the headless target to work. Get a copy of DataConfig repository . At the folder where DataConfig.uplugin and DataConfig4.uplugin resides: # UE5\n<PathToUE5SourceBuild>/Engine/Binaries/DotNET/UnrealBuildTool/UnrealBuildTool.exe -project=\"%CD%/DataConfig.uplugin\" DataConfigHeadless Win64 Debug # UE4\n<PathToUE4SourceBuild>/Engine/Binaries/DotNET/UnrealBuildTool.exe -project=\"%CD%/DataConfig4.uplugin\" DataConfigHeadless Win64 Debug Note how UE4/5 uses DataConfig4.uplugin/DataConfig.uplugin respectively. Run the headless target binary: %CD%/Binaries/Win64/DataConfigHeadless-Win64-Debug.exe A success run looks like this: LogDataConfigCore: Display: UE Version: 5.1.0, DataConfigCore Version: 1.4.0, 10400\nLogDataConfigCore: Display: Filters: DataConfig.\n- OK | DataConfig.Core.Property.StackScalarRoots\n- OK | DataConfig.Extra.SerDe.Base64\n.......\n- OK | DataConfig.Extra.InlineStructUsage\n- OK | DataConfig.Core.Property.Primitive1\nRun: 122, Success: 122, Fail: 0","breadcrumbs":"Advanced » Automation » DataConfigHeadless","id":"91","title":"DataConfigHeadless"},"92":{"body":"DataConfigHeadless accepts command line arguments as filters. The benchmarks runs slower are skipped by default. You can build and run the benchmarks with the commands below: # remember to build in Shipping\n<PathToUE5SourceBuild>/Engine/Binaries/DotNET/UnrealBuildTool/UnrealBuildTool.exe -project=\"%CD%/DataConfig.uplugin\" DataConfigHeadless Win64 Shipping\n%CD%/Binaries/Win64/DataConfigHeadless-Win64-Shipping.exe DataConfigBenchmark","breadcrumbs":"Advanced » Automation » Running the benchmarks","id":"92","title":"Running the benchmarks"},"93":{"body":"UE officially support cross compiling for linux and distribute toolchains on its website. Here we demonstrate how to build the headless target for Linux and run it under WSL2. Setup WSL2 following this guide . You should get the latest LTS Ubuntu. Run wsl lsb_release -ir to validate it's working. > wsl lsb_release -ir\nDistributor ID: Ubuntu\nRelease: 22.04 Install UE cross compile toolchain. Grab the installer and install on your machine. Cross-compile toolchain for UE4 Cross-compile toolchain for UE5 Note that each UE version matches a different toolchain. You can download and install multiple toolchains and select which to use at build time through environment variable. Build the headless target for Linux. # UE5.1\nset LINUX_MULTIARCH_ROOT=<PathToToolchains>/v20_clang-13.0.1-centos7\n<PathToUE5SourceBuild>/Engine/Binaries/DotNET/UnrealBuildTool/UnrealBuildTool.exe -project=\"%CD%/DataConfig.uplugin\" DataConfigHeadless Linux Debug # UE4\nset LINUX_MULTIARCH_ROOT=<PathToToolchains>/v19_clang-11.0.1-centos7\n<PathToUE4SourceBuild>/Engine/Binaries/DotNET/UnrealBuildTool.exe -project=\"%CD%/DataConfig4.uplugin\" DataConfigHeadless Linux Debug Run the headless target through WSL. wsl ./Binaries/Linux/DataConfigHeadless-Linux-Debug A success run looks like this: Using Mimalloc.\nLogInit: Build: ++UE5+Release-5.1-CL-0\nLogInit: Engine Version: 5.1.0-0+++UE5+Release-5.1\nLogInit: Compatible Engine Version: 5.1.0-0+++UE5+Release-5.1\nLogInit: OS: Ubuntu 22.04.1 LTS (5.10.102.1-microsoft-standard-WSL2)\n.......\nLogDataConfigCore: Display: UE Version: 5.1.0, DataConfigCore Version: 1.4.0, 10400\nLogDataConfigCore: Display: Filters: DataConfig.\n- OK | DataConfig.Core.MsgPack.TestSuite\n- OK | DataConfig.Core.Property.Blob2\n.......\n- OK | DataConfig.Core.Serialize.ObjectRef\n- OK | DataConfig.Core.MsgPack.Extension\nRun: 122, Success: 122, Fail: 0\nLogCore: Engine exit requested (reason: DataConfigHeadless Main Exit)\nLogExit: Preparing to exit.\nLogExit: Object subsystem successfully closed.\nLogExit: Exiting.","breadcrumbs":"Advanced » Automation » Build and run Linux target with WSL2","id":"93","title":"Build and run Linux target with WSL2"},"94":{"body":"DataConfigHeadless is a Program target that does not depend on Engine and UnrealEd module. It get faster compile and iteration time, but losing functionality to touch any gameplay and editor code. With the editor target we have a DcCoreTestsCommandlet that can be run through the commandline editor target. On top of that this works with pre-built editor downloaded from Epic Launcher. Integrate DataConfig plugin into your project. You can also find a clean project bundled at Misc/Project . Build the editor target. You can do it in Visual Studio or with commands below: # UE5\n# build\n<PathToUE5>/Engine/Binaries/DotNET/UnrealBuildTool/UnrealBuildTool.exe DcProjectEditor Win64 Development %CD%/DcProject5.uproject -NoHotReload -NoEngineChanges\n# run commandlet\n<PathToUE5>/Engine/Binaries/Win64/UnrealEditor-Cmd.exe %CD%/DcProject5.uproject DataConfigEditorExtra.DcCoreTestsCommandlet # UE4\n# build\n<PathToUE4>/Engine/Binaries/DotNET/UnrealBuildTool.exe DcProjectEditor Win64 Development %CD%/DcProject4.uproject -NoHotReload -NoEngineChanges\n# run commandlet\n<PathToUE4>/Engine/Binaries/Win64/UE4Editor-Cmd.exe %CD%/DcProject4.uproject DataConfigEditorExtra.DcCoreTestsCommandlet A success run looks like this: [2022.10.25-14.33.52:893][ 0]LogTextureFormatETC2: Display: ETC2 Texture loading DLL: TextureConverter.dll [2022.10.25-14.33.52:903][ 0]LogTargetPlatformManager: Display: Loaded TargetPlatform 'Android' [2022.10.25-14.33.52:903][ 0]LogTargetPlatformManager: Display: Loaded TargetPlatform 'Android_ASTC' [2022.10.25-14.33.52:903][ 0]LogTargetPlatformManager: Display: Loaded TargetPlatform 'Android_DXT' ....... [2022.10.25-14.39.30:999][ 0]LogDataConfigCore: Display: Filters: DataConfig. - OK | DataConfig.Core.RoundTrip.MsgPack_Persistent_StringSoftLazy - OK | DataConfig.EditorExtra.GameplayEffect ....... - OK | DataConfig.Core.Property.PropertyBuilder3 - OK | DataConfig.EditorExtra.BPObjectInstance Run: 129, Success: 129, Fail: 0","breadcrumbs":"Advanced » Automation » DcCoreTestsCommandlet","id":"94","title":"DcCoreTestsCommandlet"},"95":{"body":"Lastly you can run and debug automation tests from the editor . It's the most conventional way to run automation and is well supported in DataConfig. Integration-DataConfigAutomations","breadcrumbs":"Advanced » Automation » Running automation in the editor","id":"95","title":"Running automation in the editor"},"96":{"body":"DataConfig is committed to support multiple UE versions with no deprecations and warnings. On this page we'll document important upgrade and migration info.","breadcrumbs":"Advanced » UE Upgrades » Unreal Engine Upgrades","id":"96","title":"Unreal Engine Upgrades"},"97":{"body":"TIsSame is deprecated over std::is_same. In Build.cs bEnforceIWYU is changed to enum IWYUSupport.","breadcrumbs":"Advanced » UE Upgrades » UE5.2","id":"97","title":"UE5.2"},"98":{"body":"UE5.1 deprecates ANY_PACKAGE in favor of a new method FindFirstObject. In DataConfig we provided DcSerdeUtils::FindFirstObject which calls FindObject(ANY_PACKAGE) pre 5.1 and calls FindFirstObject() for 5.1 and onwards.","breadcrumbs":"Advanced » UE Upgrades » UE5.1","id":"98","title":"UE5.1"},"99":{"body":"New TObjectPtr to replace raw UObject pointers. Turns out this is mostly handled within the engine and is transparent to DataConfig. New property types FObjectPtrProperty and FClassPtrProperty are added. They're handled the same as FObjectProperty and FClassProperty respectively. FVector now is 3 doubles, and Real data type in Blueprint now is also double. This is also mostly transparent to DataConfig. FScriptArrayHelperAccess size changes with a added uint32 ElementAlignment. TStringBuilderWithBuffer API changes. At call sites we now do Sb << TCHAR('\\n') instead of Sb.Append(TCHAR('\\n')) .","breadcrumbs":"Advanced » UE Upgrades » 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