Clang Build Analyzer

Clang C/C++ build analysis tool when using Clang 9+ -ftime-trace. The -ftime-trace compiler flag (see blog post or Clang 9 release notes) can be useful to figure out what takes time during compilation of one source file. This tool helps to aggregate time trace reports from multiple compilations, and output "what took the most time" summary:

Which files are slowest to parse? i.e. spend time in compiler lexer/parser front-end
Which C++ templates took the most time to instantiate?
Which files are slowest to generate code for? i.e. spend time in compiler backend doing codegen and optimizations
Which functions are slowest to generate code for?
Which header files are included the most in the whole build, how much time is spent parsing them, and what are the include chains of them?

Usage

Start the build capture: ClangBuildAnalyzer --start <artifacts_folder>
This will write current timestamp in a ClangBuildAnalyzerSession.txt file under the given artifacts_folder. The artifacts folder is where the compiled object files (and time trace report files) are expected to be produced by your build.
Do your build. Does not matter how; an IDE build, a makefile, a shell script, whatever. As long as it invokes Clang and passes -ftime-trace flag to the compiler (Clang 9.0 or later is required for this).
Stop the build capture: ClangBuildAnalyzer --stop <artifacts_folder> <capture_file>
This will load all Clang time trace compatible *.json files under the given artifacts_folder that were modified after --start step was done (Clang -ftime-trace produces one JSON file next to each object file), process them and store data file into a binary capture_file.
Run the build analysis: ClangBuildAnalyzer --analyze <capture_file>
This will read the capture_file produced by --stop step, calculate the slowest things and print them. If a ClangBuildAnalyzer.ini file exists in the current folder, it will be read to control how many of various things to print.

Aternatively, instead of doing --start and --stop steps, you can do ClangBuildAnalyzer --all <artifacts_folder> <capture_file> after your build; that will include all the compatible *.json files for analysis, no matter when they were produced.

Analysis Output

The analysis output will look something like this:

Analyzing build trace from 'artifacts/FullCapture.bin'...
**** Time summary:
Compilation (1761 times):
  Parsing (frontend):         5167.4 s
  Codegen & opts (backend):   7576.5 s

**** Files that took longest to parse (compiler frontend):
 19524 ms: artifacts/Modules_TLS_0.o
 18046 ms: artifacts/Editor_Src_4.o
 17026 ms: artifacts/Modules_Audio_Public_1.o
 16581 ms: artifacts/Runtime_Camera_4.o
 
**** Files that took longest to codegen (compiler backend):
145761 ms: artifacts/Modules_TLS_0.o
123048 ms: artifacts/Runtime_Core_Containers_1.o
 56975 ms: artifacts/Runtime_Testing_3.o
 52031 ms: artifacts/Tools_ShaderCompiler_1.o

**** Templates that took longest to instantiate:
 19006 ms: std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::... (2665 times, avg 7 ms)
 12821 ms: std::__1::map<core::basic_string<char, core::StringStorageDefault<ch... (250 times, avg 51 ms)
  9142 ms: std::__1::map<core::basic_string<char, core::StringStorageDefault<ch... (432 times, avg 21 ms)
  8515 ms: std::__1::map<int, std::__1::pair<List<ListNode<Behaviour> > *, List... (392 times, avg 21 ms) 

**** Functions that took longest to compile:
  8710 ms: yyparse(glslang::TParseContext*) (External/ShaderCompilers/glslang/glslang/MachineIndependent/glslang_tab.cpp)
  4580 ms: LZ4HC_compress_generic_dictCtx (External/Compression/lz4/lz4hc_quarantined.c)
  4011 ms: sqlite3VdbeExec (External/sqlite/sqlite3.c)
  2737 ms: ProgressiveRuntimeManager::Update() (artifacts/Editor_Src_GI_Progressive_0.cpp)

*** Expensive headers:
136567 ms: /BuildEnvironment/MacOSX10.14.sdk/System/Library/Frameworks/Foundation.framework/Headers/Foundation.h (included 92 times, avg 1484 ms), included via:
  CocoaObjectImages.o AppKit.h  (2033 ms)
  OSXNativeWebViewWindowHelper.o OSXNativeWebViewWindowHelper.h AppKit.h  (2007 ms)
  RenderSurfaceMetal.o RenderSurfaceMetal.h MetalSupport.h Metal.h MTLTypes.h  (2003 ms)
  OSXWebViewWindowPrivate.o AppKit.h  (1959 ms)
  ...

112344 ms: Runtime/BaseClasses/BaseObject.h (included 729 times, avg 154 ms), included via:
  PairTests.cpp TestFixtures.h  (337 ms)
  Stacktrace.cpp MonoManager.h GameManager.h EditorExtension.h  (312 ms)
  PlayerPrefs.o PlayerSettings.h GameManager.h EditorExtension.h  (301 ms)
  Animation.cpp MaterialDescription.h  (299 ms)
  ...

103856 ms: Runtime/Threads/ReadWriteLock.h (included 478 times, avg 217 ms), included via:
  DownloadHandlerAssetBundle.cpp AssetBundleManager.h  (486 ms)
  LocalizationDatabase.cpp LocalizationDatabase.h LocalizationAsset.h StringTable.h  (439 ms)
  Runtime_BaseClasses_1.o MonoUtility.h ScriptingProfiler.h  (418 ms)
  ...

Granularity and amount of most expensive things (files, functions, templates, includes) that are reported can be controlled by having an ClangBuildAnalyzer.ini file in the working directory. Take a look at ClangBuildAnalyzer.ini for an example.

Building it

Windows: Visual Studio 2019 solution at projects/vs2019/ClangBuildAnalyzer.sln.
Mac: Xcode 10.x project at projects/xcode/ClangBuildAnalyzer.xcodeproj.
Linux: Makefile for gcc (tested with 7.4), build with make -f projects/make/Makefile.
You can also use provided CMakeLists.txt, if you want to build using CMake.

Limitations

Does not capture anything related to linking or LTO right now.
May or might no scale to huge builds (I haven't tried on something ginormous like a Chrome build). However I have tried it on Unity editor build and it was not terrible.

License

License for the Clang Build Analyzer itself is Unlicense, i.e. public domain. However, the source code includes several external library source files (all under src/external), each with their own license: