deserialize: single-pass dispatch for structs with optional fields

The reflection deserializer used `obj[key].get(out.member)` per struct
field, which delegates to find_field_unordered. For *absent* optional
fields this scans the entire JSON object before returning NO_SUCH_FIELD
— O(K) per absent optional, where K is the JSON object's field count.
A struct with N optionals where most are absent pays O(N*K) per record.

CITM hits this hard: CITMEvent has 7 optional fields; most events leave
several of them null/missing, so we re-scan each event many times.

Switch to single-pass dispatch when the struct has any std::optional
member: walk the JSON object exactly once, dispatch each visited key
to the matching struct member via a compile-time-generated key
comparison (with length pre-filter), let object_iterator::operator++
auto-skip values for unknown keys.

For structs with all-required fields (Twitter Status, User), keep the
existing per-field obj[key] path. It's O(1) per field on in-order JSON
and faster than the unrolled compare chain for dense, in-order objects.

Measured (TRUE A/B, 7 alternating rounds, single docker invocation):
  CITM    static_reflection: 2084 -> 2387 MB/s   +14.5%
  CITM    from:              2053 -> 2358 MB/s   +14.9%
  Twitter static_reflection: 3416 -> 3419 MB/s   break-even
  Twitter from:              3416 -> 3417 MB/s   break-even

All static_reflection_comprehensive_tests pass.

.github/ISSUE_TEMPLATE/bug_report.md

@@ -29,6 +29,9 @@ We accept the identification of an issue by a sanitizer or some checker tool (e.
 
 We recommend that you run your tests using different optimization levels. In particular, we recommend your run tests with the simdjson library and you code compiled in debug mode. The simdjson then sets the SIMDJSON_DEVELOPMENT_CHECKS macro to 1, and this triggers additional checks on your code and on the internals of the library. If possible, we recommend that you run tests with sanitizers (e.g., see [No more leaks with sanitize flags in gcc and clang](https://lemire.me/blog/2016/04/20/no-more-leaks-with-sanitize-flags-in-gcc-and-clang/)).  You can compile the library with sanitizers for debugging purposes (e.g., set SIMDJSON_SANITIZE to ON using CMake), but you should also turn on sanitizers on your own code. You may also use tools like valgrind or the commercial equivalent.
 
+Mixing debug and release simdjson code is unsafe: you either build all your code using simdjson in
+release mode or all of it in debug mode.
+
 Before reporting a bug, please ensure that you have read our documentation.
 
 **To Reproduce**
@@ -55,6 +58,7 @@ We support up-to-date 64-bit ARM and x64 FreeBSD, macOS, Windows and Linux syste
 * We do not support unreleased or experimental compilers. If you encounter an issue with a
 pre-release version of a compiler, do not report it as a bug to simdjson. However, we always
 invite contributions either in the form an analysis or of a code contribution.
+* Vendors (e.g., Apple and Microsoft) stop supporting old systems. Once a compiler system is no longer supported by its vendor, we no longer support it. We will gladly accept code contributions, but we do not consider it a *bug* if you have issues with an obsolete compiler systems. This policy extends to obsolete standard libraries, linkers and other build tools. Please do not report it as an issue. If you cannot resolve the issue yourself, we encourage you to reach out to the vendor for legacy support.
 
 Under Windows, we support Visual Studio (both with LLVM and without). We do not support MinGW and other alternate compiler systems. Windows users should be aware that there [is a long-running bug with GCC under Windows](https://gcc.gnu.org/bugzilla/show_bug.cgi?id=54412).
 

.github/pull_request_template.md

@@ -20,7 +20,7 @@ How to verify / test
 Please read before contributing:
 - CONTRIBUTING: https://github.com/simdjson/simdjson/blob/master/CONTRIBUTING.md
 - HACKING: https://github.com/simdjson/simdjson/blob/master/HACKING.md
-
+- AI Usage Policy: https://github.com/simdjson/simdjson/blob/master/AI_USAGE_POLICY.md
 
 
 If you can, we recommend running our tests with the sanitizers turned on.

.github/workflows/gcc16.yml

@@ -0,0 +1,26 @@
+name: gcc 16
+
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+    branches:
+      - master
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    container:
+      image: 'gcc:16'
+    steps:
+      - uses: actions/checkout@v6
+      - name: Install dependencies
+        run: |
+          apt -y update
+          apt -y --no-install-recommends install cmake ninja-build
+      - name: Build and test
+        run: |
+          cmake -B build -D SIMDJSON_STATIC_REFLECTION=ON -DSIMDJSON_DEVELOPER_MODE=ON -GNinja
+          cmake --build build
+          ctest --test-dir build --parallel $(nproc)

.github/workflows/macos.yml

@@ -42,3 +42,14 @@ jobs:
           echo -e '#include <simdjson.h>\nint main(int argc,char**argv) {simdjson::dom::parser parser;simdjson::dom::element tweets = parser.load(argv[1]); }' > tmp.cpp && c++ -Idestination/include -Ldestination/lib -std=c++17 -Wl,-rpath,destination/lib -o linkandrun tmp.cpp -lsimdjson && ./linkandrun jsonexamples/twitter.json &&
           cd ../tests/installation_tests/find &&
           mkdir buildshared && cd buildshared && cmake -DCMAKE_INSTALL_PREFIX:PATH=../../../buildshared/destination .. &&  cmake --build .
+      - name: Use cmake (parsing for NaN/Infinity enabled)
+        run: |
+          mkdir build_nan_inf &&
+          cd build_nan_inf &&
+          cmake  -DSIMDJSON_ENABLE_NAN_INF=ON -DSIMDJSON_GOOGLE_BENCHMARKS=ON -DSIMDJSON_DEVELOPER_MODE=ON -DBUILD_SHARED_LIBS=ON -DCMAKE_INSTALL_PREFIX:PATH=destination ..  &&
+          cmake --build .   &&
+          ctest --output-on-failure -LE explicitonly -j   &&
+          cmake --install . &&
+          echo -e '#include <simdjson.h>\nint main(int argc,char**argv) {simdjson::dom::parser parser;simdjson::dom::element tweets = parser.load(argv[1]); }' > tmp.cpp && c++ -Idestination/include -Ldestination/lib -std=c++17 -Wl,-rpath,destination/lib -o linkandrun tmp.cpp -lsimdjson && ./linkandrun jsonexamples/twitter.json &&
+          cd ../tests/installation_tests/find &&
+          mkdir build_nan_inf && cd build_nan_inf && cmake -DCMAKE_INSTALL_PREFIX:PATH=../../../build_nan_inf/destination .. &&  cmake --build .

.github/workflows/ubuntu24-checkperf.yml

@@ -1,4 +1,4 @@
-name: Performance check on Ubuntu 20.04 CI (GCC 9)
+name: Performance check on Ubuntu 24.04 CI (GCC 13)
 
 on:
   push:

.github/workflows/ubuntu24-noexcept.yml

@@ -1,4 +1,4 @@
-name: Ubuntu 20.04 CI (GCC 9) without exceptions
+name: Ubuntu 24.04 CI (GCC 13) without exceptions
 
 on: [push, pull_request]
 
@@ -24,7 +24,7 @@ jobs:
           cd .. &&
           mkdir build &&
           cd build &&
-          cmake  -DSIMDJSON_DEVELOPER_MODE=ON -DSIMDJSON_GOOGLE_BENCHMARKS=ON -DSIMDJSON_GOOGLE_BENCHMARKS=ON -DSIMDJSON_EXCEPTIONS=OFF -DBUILD_SHARED_LIBS=OFF -DCMAKE_INSTALL_PREFIX:PATH=destination ..  &&
+          cmake  -DSIMDJSON_DEVELOPER_MODE=ON -DSIMDJSON_GOOGLE_BENCHMARKS=ON -DSIMDJSON_EXCEPTIONS=OFF -DBUILD_SHARED_LIBS=OFF -DCMAKE_INSTALL_PREFIX:PATH=destination ..  &&
           cmake --build .   &&
           ctest --output-on-failure -LE explicitonly -j   &&
           make install  &&

.github/workflows/ubuntu24-nothread.yml

@@ -1,4 +1,4 @@
-name: Ubuntu 20.04 CI (GCC 9) Without Threads
+name: Ubuntu 24.04 CI (GCC 13) Without Threads
 
 on: [push, pull_request]
 

.github/workflows/ubuntu24-sani.yml

@@ -1,9 +1,9 @@
-name: Ubuntu 20.04 CI (GCC 9) With Memory Sanitizer
+name: Ubuntu 24.04 CI (GCC 13) With Memory Sanitizer
 
 on: [push, pull_request]
 
 jobs:
-  ubuntu-build-address-sanitizier:
+  ubuntu-build-address-sanitizer:
     if: >-
       ! contains(toJSON(github.event.commits.*.message), '[skip ci]') &&
       ! contains(toJSON(github.event.commits.*.message), '[skip github]')
@@ -21,6 +21,13 @@ jobs:
           cmake -DSIMDJSON_SANITIZE=ON -DCMAKE_BUILD_TYPE=Debug -DSIMDJSON_GOOGLE_BENCHMARKS=OFF -DSIMDJSON_DEVELOPER_MODE=ON -DBUILD_SHARED_LIBS=OFF ..  &&
           cmake --build .   &&
           ctest --output-on-failure -LE explicitonly -j
+      - name: Use cmake with address sanitizer (Parsing of NaN/Infinity enabled)
+        run: |
+          mkdir builddebug_nan_inf &&
+          cd builddebug_nan_inf &&
+          cmake -DSIMDJSON_SANITIZE=ON -DCMAKE_BUILD_TYPE=Debug -DSIMDJSON_GOOGLE_BENCHMARKS=OFF -DSIMDJSON_DEVELOPER_MODE=ON -DBUILD_SHARED_LIBS=OFF -DSIMDJSON_ENABLE_NAN_INF=ON ..  &&
+          cmake --build .   &&
+          ctest --output-on-failure -LE explicitonly -j
   ubuntu-build-undefined-sanitizer:
     if: >-
       ! contains(toJSON(github.event.commits.*.message), '[skip ci]') &&
@@ -39,3 +46,10 @@ jobs:
           cmake -DSIMDJSON_SANITIZE_UNDEFINED=ON -DCMAKE_BUILD_TYPE=Debug -DSIMDJSON_GOOGLE_BENCHMARKS=OFF -DSIMDJSON_DEVELOPER_MODE=ON -DBUILD_SHARED_LIBS=OFF ..  &&
           cmake --build .   &&
           ctest --output-on-failure -LE explicitonly -j
+      - name: Use cmake with undefined sanitizer (Parsing of NaN/Infinity enabled)
+        run: |
+          mkdir builddebugundefsani_nan_inf &&
+          cd builddebugundefsani_nan_inf &&
+          cmake -DSIMDJSON_SANITIZE_UNDEFINED=ON -DCMAKE_BUILD_TYPE=Debug -DSIMDJSON_GOOGLE_BENCHMARKS=OFF -DSIMDJSON_DEVELOPER_MODE=ON -DBUILD_SHARED_LIBS=OFF -DSIMDJSON_ENABLE_NAN_INF=ON ..  &&
+          cmake --build .   &&
+          ctest --output-on-failure -LE explicitonly -j

.github/workflows/ubuntu24.yml

@@ -12,11 +12,12 @@ jobs:
         shared: [ON, OFF]
         cxx: [g++-13, clang++-16]
         sanitizer: [ON, OFF]
+        nan_inf: [ON, OFF]
         build_type: [RelWithDebInfo, Debug, Release]
     steps:
       - uses: actions/checkout@a5ac7e51b41094c92402da3b24376905380afc29 # v4.1.6
       - name: Prepare
-        run: cmake -DCMAKE_BUILD_TYPE=${{matrix.build_type}} -DSIMDJSON_DEVELOPER_MODE=ON -DSIMDJSON_SANITIZE=${{matrix.sanitizer}} -DBUILD_SHARED_LIBS=${{matrix.shared}}  -B build
+        run: cmake -DCMAKE_BUILD_TYPE=${{matrix.build_type}} -DSIMDJSON_DEVELOPER_MODE=ON -DSIMDJSON_SANITIZE=${{matrix.sanitizer}} -DBUILD_SHARED_LIBS=${{matrix.shared}} -DSIMDJSON_ENABLE_NAN_INF=${{matrix.nan_inf}} -B build
         env:
           CXX: ${{matrix.cxx}}
       - name: Build

.github/workflows/vs17-ci.yml

@@ -13,18 +13,22 @@ jobs:
       fail-fast: false
       matrix:
         include:
-          - {gen: Visual Studio 17 2022, arch: Win32, shared: ON, build_type: Release}
+          - {gen: Visual Studio 17 2022, arch: Win32, shared: ON, build_type: Release, memory_map: OFF, nan_inf: OFF}
-          - {gen: Visual Studio 17 2022, arch: Win32, shared: OFF, build_type: Release}
+          - {gen: Visual Studio 17 2022, arch: Win32, shared: OFF, build_type: Release, memory_map: OFF, nan_inf: OFF}
-          - {gen: Visual Studio 17 2022, arch: x64, shared: ON, build_type: Release}
+          - {gen: Visual Studio 17 2022, arch: x64, shared: ON, build_type: Release, memory_map: OFF, nan_inf: OFF}
-          - {gen: Visual Studio 17 2022, arch: x64, shared: OFF, build_type: Debug}
+          - {gen: Visual Studio 17 2022, arch: x64, shared: OFF, build_type: Debug, memory_map: OFF, nan_inf: OFF}
-          - {gen: Visual Studio 17 2022, arch: x64, shared: OFF, build_type: Release}
+          - {gen: Visual Studio 17 2022, arch: x64, shared: OFF, build_type: Release, memory_map: OFF, nan_inf: OFF}
-          - {gen: Visual Studio 17 2022, arch: x64, shared: OFF, build_type: RelWithDebInfo}
+          - {gen: Visual Studio 17 2022, arch: x64, shared: OFF, build_type: RelWithDebInfo, memory_map: OFF, nan_inf: OFF}
+          - {gen: Visual Studio 17 2022, arch: x64, shared: OFF, build_type: Debug, memory_map: OFF, nan_inf: ON}
+          - {gen: Visual Studio 17 2022, arch: x64, shared: OFF, build_type: Release, memory_map: OFF, nan_inf: ON}
+          # Exercise the opt-in Windows memory-file mapping path at least once in CI.
+          - {gen: Visual Studio 17 2022, arch: x64, shared: OFF, build_type: Release, memory_map: ON, nan_inf: OFF}
     steps:
     - name: checkout
       uses: actions/checkout@v4
     - name: Configure
       run: |
-        cmake -G "${{matrix.gen}}" -A ${{matrix.arch}} -DSIMDJSON_DEVELOPER_MODE=ON -DSIMDJSON_COMPETITION=OFF -DBUILD_SHARED_LIBS=${{matrix.shared}} -B build
+        cmake -G "${{matrix.gen}}" -A ${{matrix.arch}} -DSIMDJSON_DEVELOPER_MODE=ON -DSIMDJSON_COMPETITION=OFF -DBUILD_SHARED_LIBS=${{matrix.shared}} -DSIMDJSON_ENABLE_MEMORY_FILE_MAPPING_ON_WINDOWS=${{matrix.memory_map}} -DSIMDJSON_ENABLE_NAN_INF=${{matrix.nan_inf}} -B build
     - name: Build Debug
       run: cmake --build build --config ${{matrix.build_type}} --verbose
     - name: Run tests

AI_USAGE_POLICY.md

@@ -0,0 +1,56 @@
+# AI Usage Policy
+
+Contributors can use whatever tools they would like to
+craft their contributions, but there must be a **human in the loop**.
+**Contributors must read and review all LLM-generated code or text before they
+ask other project members to review it.** The contributor is always the author
+and is fully accountable for their contributions. Contributors should be
+sufficiently confident that the contribution is high enough quality that asking
+for a review is a good use of scarce maintainer time, and they should be **able
+to answer questions about their work** during review.
+
+We expect that new contributors will be less confident in their contributions,
+and our guidance to them is to **start with small contributions** that they can
+fully understand to build confidence. We aspire to be a welcoming community
+that helps new contributors grow their expertise, but learning involves taking
+small steps, getting feedback, and iterating. Passing maintainer feedback to an
+LLM doesn't help anyone grow, and does not sustain our community.
+
+This policy includes, but is not limited to, the following kinds of
+contributions:
+
+- Code, usually in the form of a pull request
+- Issues or security vulnerabilities
+- Comments and feedback on pull requests
+
+## Extractive Contributions
+
+The reason for our "human-in-the-loop" contribution policy is that processing
+patches, PRs, RFCs, and comments is not free -- it takes a lot of
+maintainer time and energy to review those contributions! Sending the
+unreviewed output of an LLM to open source project maintainers *extracts* work
+from them in the form of design and code review, so we call this kind of
+contribution an "extractive contribution".
+
+## Transparency
+
+For contributions involving significant AI assistance, we encourage you to disclose
+its use and explain your process. If a submission appears to rely heavily on AI
+without disclosure, we may doubt that the **human-in-the-loop** requirement has
+been met. Please show awareness of your use of AI.
+
+## Copyright
+
+Artificial intelligence systems raise many questions around copyright that have
+yet to be answered. Our policy on AI tools is similar to our copyright policy:
+Contributors are responsible for ensuring that they have the right to
+contribute code under the terms of our license, typically meaning that either
+they, their employer, or their collaborators hold the copyright. Using AI tools
+to regenerate copyrighted material does not remove the copyright, and
+contributors are responsible for ensuring that such material does not appear in
+their contributions. Contributions found to violate this policy will be removed
+just like any other offending contribution.
+
+## Reference
+
+- [LLVM AI Tool Use Policy](https://discourse.llvm.org/t/rfc-llvm-ai-tool-policy-human-in-the-loop/89159)

CMakeLists.txt

@@ -12,7 +12,7 @@ endif()
 project(
     simdjson
     # The version number is modified by tools/release.py
-    VERSION 4.2.4
+    VERSION 4.6.1
     DESCRIPTION "Parsing gigabytes of JSON per second"
     HOMEPAGE_URL "https://simdjson.org/"
     LANGUAGES CXX C
@@ -29,8 +29,8 @@ string(
 # ---- Options, variables ----
 
 # These version numbers are modified by tools/release.py
-set(SIMDJSON_LIB_VERSION "29.0.0" CACHE STRING "simdjson library version")
+set(SIMDJSON_LIB_VERSION "33.0.0" CACHE STRING "simdjson library version")
-set(SIMDJSON_LIB_SOVERSION "29" CACHE STRING "simdjson library soversion")
+set(SIMDJSON_LIB_SOVERSION "33" CACHE STRING "simdjson library soversion")
 
 option(SIMDJSON_BUILD_STATIC_LIB "Build simdjson_static library along with simdjson (only makes sense if BUILD_SHARED_LIBS=ON)" OFF)
 if(SIMDJSON_BUILD_STATIC_LIB AND NOT BUILD_SHARED_LIBS)
@@ -75,10 +75,48 @@ if(SIMDJSON_DEVELOPMENT_CHECKS)
   )
 endif()
 
+# padded_memory_map is always available on POSIX. On Windows it is disabled
+# by default because it depends on the `CreateFileMapping2` / `MapViewOfFile3`
+# APIs, which require Windows 10 version 1803 or later and are exported via
+# onecore.lib rather than the default kernel32.lib. Turn this option ON to
+# opt into the feature on Windows; simdjson will then set the appropriate
+# Windows version macros and link onecore, so everything that links
+# simdjson picks up both the compile-time declarations and the import
+# library automatically. The option is a no-op on POSIX (where the feature
+# is unconditionally enabled).
+option(SIMDJSON_ENABLE_MEMORY_FILE_MAPPING_ON_WINDOWS
+  "Enable simdjson::padded_memory_map on Windows (requires Windows 10 \
+version 1803 or later). Always enabled on POSIX." OFF)
+if(SIMDJSON_ENABLE_MEMORY_FILE_MAPPING_ON_WINDOWS)
+  simdjson_add_props(
+      target_compile_definitions PUBLIC
+      SIMDJSON_ENABLE_MEMORY_FILE_MAPPING_ON_WINDOWS=1
+  )
+  if(WIN32)
+    # Raise the Windows version floor so that <windows.h> declares the
+    # modern memory-mapping APIs, and link the import library that
+    # actually exports them. _WIN32_WINNT / WINVER / NTDDI_VERSION together
+    # tell <sdkddkver.h> which APIs to light up.
+    simdjson_add_props(
+        target_compile_definitions PUBLIC
+        _WIN32_WINNT=0x0A00
+        WINVER=0x0A00
+        NTDDI_VERSION=0x0A000006 # NTDDI_WIN10_RS5, Windows 10 version 1809
+    )
+    simdjson_add_props(
+        target_link_libraries PUBLIC
+        onecore
+    )
+  endif()
+endif()
+
 if(is_top_project)
+  option(SIMDJSON_INSTALL "Enable target install" ON)
   option(SIMDJSON_DEVELOPER_MODE "Enable targets for developing simdjson" OFF)
   option(BUILD_SHARED_LIBS "Build simdjson as a shared library" OFF)
   option(SIMDJSON_SINGLEHEADER "Disable singleheader generation" ON)
+else()
+  option(SIMDJSON_INSTALL "Enable target install" ${BUILD_SHARED_LIBS})
 endif()
 
 include(cmake/handle-deprecations.cmake)
@@ -92,13 +130,16 @@ add_library(simdjson ${SIMDJSON_SOURCES})
 add_library(simdjson::simdjson ALIAS simdjson)
 set(SIMDJSON_LIBRARIES simdjson)
 
+# Check for <bit> header compatibility
+include(CheckIncludeFileCXX)
+check_include_file_cxx(bit SIMDJSON_HAS_BIT_HEADER)
+
 # Enable precompiled headers for faster builds
 if(CMAKE_VERSION VERSION_GREATER_EQUAL "3.16")
-  target_precompile_headers(simdjson PRIVATE
+  set(SIMDJSON_PRECOMPILE_HEADERS
     <algorithm>
     <array>
     <atomic>
-    <bit>
     <cassert>
     <cctype>
     <cerrno>
@@ -111,6 +152,12 @@ if(CMAKE_VERSION VERSION_GREATER_EQUAL "3.16")
     <utility>
     <vector>
   )
+
+  if(SIMDJSON_HAS_BIT_HEADER)
+    list(APPEND SIMDJSON_PRECOMPILE_HEADERS <bit>)
+  endif()
+
+  target_precompile_headers(simdjson PRIVATE ${SIMDJSON_PRECOMPILE_HEADERS})
 endif()
 
 if(SIMDJSON_BUILD_STATIC_LIB)
@@ -155,13 +202,37 @@ if(MSVC)
   endif()
 endif()
 
+
+
 if(SIMDJSON_STATIC_REFLECTION)
+
+
+  if(CMAKE_CXX_COMPILER_ID STREQUAL "Clang" AND CMAKE_CXX_COMPILER_VERSION MATCHES "^21")
+    execute_process(
+        COMMAND ${CMAKE_CXX_COMPILER} --version
+        OUTPUT_VARIABLE CLANG_VERSION_OUTPUT
+        ERROR_VARIABLE CLANG_VERSION_ERROR
+        RESULT_VARIABLE CLANG_VERSION_RESULT
+    )
+    if(CLANG_VERSION_RESULT EQUAL 0 AND CLANG_VERSION_OUTPUT MATCHES "https://github.com/bloomberg/clang-p2996.git")
+        set(IS_BLOOMBERG_P2996_CLANG ON)
+        message(STATUS "Using Bloomberg P2996 Clang fork")
+    endif()
+  endif()
+
   # We would like to require C++26, but no compiler supports that!
   # This is a hack:
+  if(IS_BLOOMBERG_P2996_CLANG)
   simdjson_add_props(
       target_compile_options PUBLIC
       -freflection -fexpansion-statements -stdlib=libc++ -std=c++26
   )
+  else()
+  simdjson_add_props(
+      target_compile_options PUBLIC
+      -freflection -std=c++26
+  )
+  endif()
 else()
   simdjson_add_props(target_compile_features PUBLIC cxx_std_11)
 endif()
@@ -183,6 +254,12 @@ if(SIMDJSON_MINUS_ZERO_AS_FLOAT)
   simdjson_add_props(target_compile_definitions PRIVATE SIMDJSON_MINUS_ZERO_AS_FLOAT=1)
 endif(SIMDJSON_MINUS_ZERO_AS_FLOAT)
 
+option(SIMDJSON_ENABLE_NAN_INF "Allow parsing of NaN and Infinity JSON values" OFF)
+if(SIMDJSON_ENABLE_NAN_INF)
+  message(STATUS "simdjson NaN and Infinity parsing is enabled.")
+  simdjson_add_props(target_compile_definitions PUBLIC SIMDJSON_ENABLE_NAN_INF=1)
+endif()
+
 # GCC and Clang have horrendous Debug builds when using SIMD.
 # A common fix is to use '-Og' instead.
 # bug https://gcc.gnu.org/bugzilla/show_bug.cgi?id=54412
@@ -216,6 +293,7 @@ endif()
 
 # ---- Install rules ----
 
+if(SIMDJSON_INSTALL)
     include(CMakePackageConfigHelpers)
     include(GNUInstallDirs)
 
@@ -296,6 +374,7 @@ install(
         FILES "${CMAKE_CURRENT_BINARY_DIR}/simdjson.pc"
         DESTINATION "${CMAKE_INSTALL_LIBDIR}/pkgconfig"
     )
+endif()
 
 #
 # CPack
@@ -373,18 +452,25 @@ add_subdirectory(fuzz)
 #
 # Source files should be just ASCII
 #
-find_program(FIND find)
+find_program(FIND_CMD find)
-find_program(FILE file)
+find_program(FILE_CMD file)
-find_program(GREP grep)
+find_program(GREP_CMD grep)
-if(FIND AND FILE AND GREP)
+if(FIND_CMD AND FILE_CMD AND GREP_CMD)
   add_test(
       NAME just_ascii
       COMMAND sh -c "\
-${FIND} include src windows tools singleheader tests examples benchmark \
+non_ascii=$(${FIND_CMD} include src windows tools singleheader tests examples benchmark \
   -path benchmark/checkperf-reference -prune -name '*.h' -o -name '*.cpp' \
--type f -exec ${FILE} '{}' \; | ${GREP} -qv ASCII || exit 0  && exit 1"
+  -type f -exec ${FILE_CMD} '{}' \; | ${GREP_CMD} -v ASCII); \
+if [ -n \"$non_ascii\" ]; then \
+  echo 'The following files contain non-ASCII characters:'; \
+  echo \"$non_ascii\"; \
+  exit 1; \
+fi"
       WORKING_DIRECTORY "${PROJECT_SOURCE_DIR}"
   )
+else()
+  message(WARNING "just_ascii test disabled because required tools were not found: find='${FIND_CMD}', file='${FILE_CMD}', grep='${GREP_CMD}'")
 endif()
 
 ##

CONTRIBUTING.md

@@ -101,3 +101,10 @@ Getting Started Hacking
 
 An overview of simdjson's directory structure, with pointers to architecture and design
 considerations and other helpful notes, can be found at [HACKING.md](HACKING.md).
+
+
+
+AI Usage Policy
+---------------
+
+Please also review our [AI Usage Policy](AI_USAGE_POLICY.md).

Doxyfile

@@ -38,7 +38,7 @@ PROJECT_NAME           = simdjson
 # could be handy for archiving the generated documentation or if some version
 # control system is used.
 
-PROJECT_NUMBER         = "4.2.4"
+PROJECT_NUMBER         = "4.6.1"
 
 # Using the PROJECT_BRIEF tag one can provide an optional one line description
 # for a project that appears at the top of each page and should give viewer a

README.md

@@ -64,6 +64,8 @@ Real-world usage
 - [RonDB](https://github.com/logicalclocks/rondb)
 - [GreptimeDB](https://github.com/GreptimeTeam/greptimedb)
 - [mamba](https://github.com/mamba-org/mamba)
+- [Ladybird Browser](https://ladybird.org)
+- [SereneDB](https://github.com/serenedb/serenedb)
 
 
 If you are planning to use simdjson in a product, please work from one of our releases.
@@ -187,6 +189,7 @@ We distinguish between "bindings" (which just wrap the C++ code) and a port to a
 - [JSON::SIMD](https://metacpan.org/pod/JSON::SIMD): Perl bindings; fully-featured JSON module that uses simdjson for decoding.
 - [gemmaJSON](https://github.com/sainttttt/gemmaJSON): Nim JSON parser based on simdjson bindings.
 - [simdjson-java](https://github.com/simdjson/simdjson-java): Java port.
+- [mruby-fast-json](https://github.com/Asmod4n/mruby-fast-json): mruby binding with high API coverage.
 
 About simdjson
 --------------
@@ -209,10 +212,16 @@ We have an in-depth paper focused on the UTF-8 validation:
 
 We also have an informal [blog post providing some background and context](https://branchfree.org/2019/02/25/paper-parsing-gigabytes-of-json-per-second/).
 
-For the video inclined, <br />
+For the video inclined, we had a talk at QCon San Francisco 2019<br />
 [![simdjson at QCon San Francisco 2019](http://img.youtube.com/vi/wlvKAT7SZIQ/0.jpg)](http://www.youtube.com/watch?v=wlvKAT7SZIQ)<br />
 (It was the best voted talk, we're kinda proud of it.)
 
+We also had a CppCon 2025 talk. We show how C++26 reflection allows for one-line serialization (to_json(player)) or deserialization—without invasive macros or manual mapping—using nothing but the C++ standard library. Whether you’re a performance junkie or simply interested in the roadmap for the next decade of C++ development, watch our full talk!
+
+[![simdjson at CppCon 2025](http://img.youtube.com/vi/Mcgk3CxHYMs/0.jpg)](http://www.youtube.com/watch?v=Mcgk3CxHYMs)<br />
+
+
+
 Citing this work
 -----------------
 

benchmark/CMakeLists.txt

@@ -1,9 +1,10 @@
 add_subdirectory(dom)
 
 
-include_directories( . linux )
+include_directories( . )
 link_libraries(simdjson-windows-headers test-data)
 link_libraries(simdjson)
+link_libraries(counters)
 if(SIMDJSON_STATIC_REFLECTION)
   add_compile_definitions(SIMDJSON_STATIC_REFLECTION=1)
 endif(SIMDJSON_STATIC_REFLECTION)
@@ -15,6 +16,7 @@ if (TARGET benchmark::benchmark)
   link_libraries(benchmark::benchmark)
   add_executable(bench_parse_call bench_parse_call.cpp)
   add_executable(bench_dom_api bench_dom_api.cpp)
+  add_executable(bench_stream_formats bench_stream_formats.cpp)
   if(SIMDJSON_EXCEPTIONS)
     add_executable(bench_ondemand bench_ondemand.cpp)
     if(TARGET yyjson)

benchmark/bench_ondemand.cpp

@@ -124,6 +124,7 @@ SIMDJSON_POP_DISABLE_WARNINGS
 #include "kostya/boostjson.h"
 
 #include "large_random/simdjson_ondemand.h"
+#include "large_random/simdjson_ondemand_ranges.h"
 #if SIMDJSON_COMPETITION_ONDEMAND_UNORDERED
 #include "large_random/simdjson_ondemand_unordered.h"
 #endif // SIMDJSON_COMPETITION_ONDEMAND_UNORDERED

benchmark/bench_stream_formats.cpp

@@ -0,0 +1,216 @@
+#include <benchmark/benchmark.h>
+#include <string>
+#include "simdjson.h"
+
+using namespace simdjson;
+
+namespace {
+
+enum class stream_case {
+  ndjson_small,
+  ndjson_large,
+  rfc7464_small,
+  rfc7464_large,
+  comma_delimited_small,
+  comma_delimited_large
+};
+
+constexpr size_t TARGET_BYTES = 128 * 1000 * 1000;
+constexpr size_t SMALL_PAYLOAD = 16;
+constexpr size_t LARGE_PAYLOAD = 4096;
+constexpr size_t BATCH_SIZE = 1 << 20;
+
+struct stream_dataset {
+  padded_string json;
+  size_t count{};
+};
+
+std::string make_document(size_t id, size_t payload_size) {
+  return std::string{"{\"id\":"} + std::to_string(id) +
+    ",\"name\":\"aaaaaaaa\",\"payload\":\"" +
+    std::string(payload_size, 'x') + "\",\"flag\":true}";
+}
+
+stream_dataset build_dataset(stream_case which) {
+  const bool small = which == stream_case::ndjson_small ||
+                     which == stream_case::rfc7464_small ||
+                     which == stream_case::comma_delimited_small;
+  const bool rfc = which == stream_case::rfc7464_small ||
+                   which == stream_case::rfc7464_large;
+  const bool comma = which == stream_case::comma_delimited_small ||
+                     which == stream_case::comma_delimited_large;
+  const size_t payload_size = small ? SMALL_PAYLOAD : LARGE_PAYLOAD;
+  const size_t count = TARGET_BYTES / (payload_size + 48);
+  std::string out;
+  out.reserve(count * (payload_size + 64));
+  for (size_t i = 0; i < count; i++) {
+    if (rfc) {
+      out += char(0x1E);
+    }
+    if (comma && i > 0) {
+      out += ',';
+    }
+    out += make_document(i, payload_size);
+    if (!comma) {
+      out += '\n';
+    }
+  }
+  return {padded_string(out), count};
+}
+
+const stream_dataset &get_dataset(stream_case which) {
+  static const stream_dataset ndjson_small =
+    build_dataset(stream_case::ndjson_small);
+  static const stream_dataset ndjson_large =
+    build_dataset(stream_case::ndjson_large);
+  static const stream_dataset rfc_small =
+    build_dataset(stream_case::rfc7464_small);
+  static const stream_dataset rfc_large =
+    build_dataset(stream_case::rfc7464_large);
+  static const stream_dataset comma_small =
+    build_dataset(stream_case::comma_delimited_small);
+  static const stream_dataset comma_large =
+    build_dataset(stream_case::comma_delimited_large);
+  switch (which) {
+    case stream_case::ndjson_small:
+      return ndjson_small;
+    case stream_case::ndjson_large:
+      return ndjson_large;
+    case stream_case::rfc7464_small:
+      return rfc_small;
+    case stream_case::rfc7464_large:
+      return rfc_large;
+    case stream_case::comma_delimited_small:
+      return comma_small;
+    case stream_case::comma_delimited_large:
+      return comma_large;
+  }
+  return ndjson_small;
+}
+
+void set_counters(benchmark::State &state, const stream_dataset &dataset) {
+  state.SetBytesProcessed(int64_t(state.iterations()) * int64_t(dataset.json.size()));
+  state.SetItemsProcessed(int64_t(state.iterations()) * int64_t(dataset.count));
+}
+
+template <stream_case which, bool threaded = true>
+static void bench_ondemand(benchmark::State &state) {
+  const auto &dataset = get_dataset(which);
+  ondemand::parser parser;
+  parser.threaded = threaded;
+  stream_format format = stream_format::whitespace_delimited;
+  if constexpr (which == stream_case::rfc7464_small ||
+                which == stream_case::rfc7464_large) {
+    format = stream_format::json_sequence;
+  } else if constexpr (which == stream_case::comma_delimited_small ||
+                       which == stream_case::comma_delimited_large) {
+    format = stream_format::comma_delimited;
+  }
+  for (const auto _ : state) {
+    ondemand::document_stream docs;
+    auto error = parser.iterate_many(dataset.json, BATCH_SIZE, format).get(docs);
+    if (error) {
+      state.SkipWithError(error_message(error));
+      return;
+    }
+    uint64_t sum = 0;
+    for (auto doc : docs) {
+      ondemand::object obj;
+      if ((error = doc.get_object().get(obj))) {
+        state.SkipWithError(error_message(error));
+        return;
+      }
+      uint64_t id;
+      if ((error = obj["id"].get_uint64().get(id))) {
+        state.SkipWithError(error_message(error));
+        return;
+      }
+      sum += id;
+    }
+    benchmark::DoNotOptimize(sum);
+  }
+  set_counters(state, dataset);
+}
+
+template <stream_case which>
+static void bench_dom(benchmark::State &state) {
+  const auto &dataset = get_dataset(which);
+  dom::parser parser;
+  parser.threaded = true;
+  stream_format format = stream_format::whitespace_delimited;
+  if constexpr (which == stream_case::rfc7464_small ||
+                which == stream_case::rfc7464_large) {
+    format = stream_format::json_sequence;
+  } else if constexpr (which == stream_case::comma_delimited_small ||
+                       which == stream_case::comma_delimited_large) {
+    format = stream_format::comma_delimited;
+  }
+  for (const auto _ : state) {
+    dom::document_stream docs;
+    auto error = parser.parse_many(dataset.json, BATCH_SIZE, format).get(docs);
+    if (error) {
+      state.SkipWithError(error_message(error));
+      return;
+    }
+    uint64_t sum = 0;
+    for (auto doc : docs) {
+      uint64_t id;
+      if ((error = doc["id"].get(id))) {
+        state.SkipWithError(error_message(error));
+        return;
+      }
+      sum += id;
+    }
+    benchmark::DoNotOptimize(sum);
+  }
+  set_counters(state, dataset);
+}
+
+} // namespace
+
+BENCHMARK(bench_ondemand<stream_case::ndjson_small>)
+    ->UseRealTime()
+    ->DisplayAggregatesOnly(true);
+BENCHMARK(bench_ondemand<stream_case::ndjson_large>)
+    ->UseRealTime()
+    ->DisplayAggregatesOnly(true);
+BENCHMARK(bench_ondemand<stream_case::rfc7464_small>)
+    ->UseRealTime()
+    ->DisplayAggregatesOnly(true);
+BENCHMARK(bench_ondemand<stream_case::rfc7464_large>)
+    ->UseRealTime()
+    ->DisplayAggregatesOnly(true);
+BENCHMARK(bench_ondemand<stream_case::comma_delimited_small>)
+    ->UseRealTime()
+    ->DisplayAggregatesOnly(true);
+BENCHMARK(bench_ondemand<stream_case::comma_delimited_large>)
+    ->UseRealTime()
+    ->DisplayAggregatesOnly(true);
+// Non-threaded comma_delimited for comparison
+BENCHMARK(bench_ondemand<stream_case::comma_delimited_small, false>)
+    ->UseRealTime()
+    ->DisplayAggregatesOnly(true);
+BENCHMARK(bench_ondemand<stream_case::comma_delimited_large, false>)
+    ->UseRealTime()
+    ->DisplayAggregatesOnly(true);
+
+BENCHMARK(bench_dom<stream_case::ndjson_small>)
+    ->UseRealTime()
+    ->DisplayAggregatesOnly(true);
+BENCHMARK(bench_dom<stream_case::ndjson_large>)
+    ->UseRealTime()
+    ->DisplayAggregatesOnly(true);
+BENCHMARK(bench_dom<stream_case::rfc7464_small>)
+    ->UseRealTime()
+    ->DisplayAggregatesOnly(true);
+BENCHMARK(bench_dom<stream_case::rfc7464_large>)
+    ->UseRealTime()
+    ->DisplayAggregatesOnly(true);
+BENCHMARK(bench_dom<stream_case::comma_delimited_small>)
+    ->UseRealTime()
+    ->DisplayAggregatesOnly(true);
+BENCHMARK(bench_dom<stream_case::comma_delimited_large>)
+    ->UseRealTime()
+    ->DisplayAggregatesOnly(true);
+
+BENCHMARK_MAIN();

benchmark/benchfeatures.cpp

@@ -1,4 +1,5 @@
-#include "event_counter.h"
+#include <counters/event_counter.h>
+using namespace counters;
 
 #include <cassert>
 #include <cctype>
@@ -25,7 +26,6 @@
 #include <string>
 #include <vector>
 
-#include "linux-perf-events.h"
 #ifdef __linux__
 #include <libgen.h>
 #endif
@@ -204,12 +204,8 @@ struct feature_benchmarker {
   }
   // Rate of 1-7-structural misses per 8-structural flip
   double struct1_7_miss_rate(BenchmarkStage stage) const {
-#if SIMDJSON_SIMPLE_PERFORMANCE_COUNTERS
-    return 1;
-#else
     if (!has_events()) { return 1; }
     return struct7_miss[stage].best.branch_misses() - struct7[stage].best.branch_misses() / double(struct7_miss.stats->blocks_with_1_structural_flipped);
-#endif
   }
   // Extra cost of an 8-15 structural block over a 1-7 structural block
   double struct8_15_cost(BenchmarkStage stage) const {
@@ -221,12 +217,8 @@ struct feature_benchmarker {
   }
   // Rate of 8-15-structural misses per 8-structural flip
   double struct8_15_miss_rate(BenchmarkStage stage) const {
-#if SIMDJSON_SIMPLE_PERFORMANCE_COUNTERS
-    return 1;
-#else
     if (!has_events()) { return 1; }
     return double(struct15_miss[stage].best.branch_misses() - struct15[stage].best.branch_misses()) / double(struct15_miss.stats->blocks_with_8_structurals_flipped);
-#endif
   }
 
   // Extra cost of a 16+-structural block over an 8-15 structural block (actual varies based on # of structurals!)
@@ -239,12 +231,8 @@ struct feature_benchmarker {
   }
   // Rate of 16-structural misses per 16-structural flip
   double struct16_miss_rate(BenchmarkStage stage) const {
-#if SIMDJSON_SIMPLE_PERFORMANCE_COUNTERS
-    return 1;
-#else
     if (!has_events()) { return 1; }
     return double(struct23_miss[stage].best.branch_misses() - struct23[stage].best.branch_misses()) / double(struct23_miss.stats->blocks_with_16_structurals_flipped);
-#endif
   }
 
 
@@ -258,12 +246,8 @@ struct feature_benchmarker {
   }
   // Rate of UTF-8 misses per UTF-8 flip
   double utf8_miss_rate(BenchmarkStage stage) const {
-#if SIMDJSON_SIMPLE_PERFORMANCE_COUNTERS
-    return 1;
-#else
     if (!has_events()) { return 1; }
     return double(utf8_miss[stage].best.branch_misses() - utf8[stage].best.branch_misses()) / double(utf8_miss.stats->blocks_with_utf8_flipped);
-#endif
   }
   // Extra cost of having escapes in a block
   double escape_cost(BenchmarkStage stage) const {
@@ -275,12 +259,8 @@ struct feature_benchmarker {
   }
   // Rate of escape misses per escape flip
   double escape_miss_rate(BenchmarkStage stage) const {
-#if SIMDJSON_SIMPLE_PERFORMANCE_COUNTERS
-    return 1;
-#else
     if (!has_events()) { return 1; }
     return double(escape_miss[stage].best.branch_misses() - escape[stage].best.branch_misses()) / double(escape_miss.stats->blocks_with_escapes_flipped);
-#endif
   }
 
 
@@ -378,22 +358,6 @@ struct feature_benchmarker {
   }
 };
 
-#if SIMDJSON_SIMPLE_PERFORMANCE_COUNTERS
-void print_file_effectiveness(BenchmarkStage stage, const char* filename, const benchmarker& results, const feature_benchmarker& features) {
-  double actual = results[stage].best.elapsed_ns() / double(results.stats->blocks);
-  double calc = features.calc_expected(stage, results);
-  double calc_misses = features.calc_expected_misses(stage, results);
-  double calc_miss_cost = features.calc_expected_miss_cost(stage, results);
-  printf("        | %-8s ", benchmark_stage_name(stage));
-  printf("| %-15s ",   filename);
-  printf("|    %8.3g ", features.calc_expected_feature_cost(stage, results));
-  printf("|    %8.3g ", calc_miss_cost);
-  printf("| %8.3g ",  calc);
-  printf("| %8.3g ",  actual);
-  printf("| %+8.3g ", actual - calc);
-  printf("| %13llu ", (long long unsigned)(calc_misses));
-}
-#else
 void print_file_effectiveness(BenchmarkStage stage, const char* filename, const benchmarker& results, const feature_benchmarker& features) {
   double actual = results[stage].best.elapsed_ns() / double(results.stats->blocks);
   double calc = features.calc_expected(stage, results);
@@ -417,7 +381,6 @@ void print_file_effectiveness(BenchmarkStage stage, const char* filename, const
   }
   printf("|\n");
 }
-#endif
 
 int main(int argc, char *argv[]) {
   // Read options

benchmark/benchmark.h

@@ -1,7 +1,8 @@
 #ifndef _BENCHMARK_H_
 #define _BENCHMARK_H_
 
-#include "event_counter.h"
+#include <counters/event_counter.h>
+using namespace counters;
 
 /*
  * Prints the best number of operations per cycle where

benchmark/benchmarker.h

@@ -1,7 +1,8 @@
 #ifndef __BENCHMARKER_H
 #define __BENCHMARKER_H
 
-#include "event_counter.h"
+#include <counters/event_counter.h>
+using namespace counters;
 #include "simdjson.h"
 
 #include <cassert>
@@ -28,11 +29,9 @@
 #include <string>
 #include <vector>
 
-#include "linux-perf-events.h"
 #ifdef __linux__
 #include <libgen.h>
 #endif
-#include "simdjson.h"
 
 #include <functional>
 
@@ -423,18 +422,12 @@ struct benchmarker {
         stage.instructions() / static_cast<double>(stats->structurals),
         stage.instructions() / static_cast<double>(stage.cycles())
       );
-#if !SIMDJSON_SIMPLE_PERFORMANCE_COUNTERS
+      printf("%s%-13s: %7.0f branch misses (%6.2f%%)\n",
-      // NOTE: removed cycles/miss because it is a somewhat misleading stat
-      printf("%s%-13s: %7.0f branch misses (%6.2f%%) - %.0f cache misses (%6.2f%%) - %.2f cache references\n",
         prefix,
         "Misses",
         stage.branch_misses(),
-        percent(stage.branch_misses(), all_stages_without_allocation.branch_misses()),
+        percent(stage.branch_misses(), all_stages_without_allocation.branch_misses())
-        stage.cache_misses(),
-        percent(stage.cache_misses(), all_stages_without_allocation.cache_misses()),
-        stage.cache_references()
       );
-#endif
     }
   }
 

benchmark/car_builder/benchmark_car_builder.cpp

@@ -1,4 +1,5 @@
-#include "event_counter.h"
+#include <counters/event_counter.h>
+using namespace counters;
 #include <random>
 #include <vector>
 

benchmark/dom/CMakeLists.txt

@@ -1,11 +1,12 @@
-include_directories( .. ../linux )
+include_directories( .. )
 link_libraries(simdjson-windows-headers test-data)
 link_libraries(simdjson)
+link_libraries(counters)
 
 add_executable(perfdiff perfdiff.cpp)
 add_executable(parse parse.cpp)
 add_executable(parse_stream parse_stream.cpp)
-add_executable(statisticalmodel statisticalmodel.cpp)
+
 
 add_executable(parse_noutf8validation parse.cpp)
 target_compile_definitions(parse_noutf8validation PRIVATE SIMDJSON_SKIPUTF8VALIDATION)

benchmark/dom/parse.cpp

@@ -1,4 +1,5 @@
-#include "event_counter.h"
+#include <counters/event_counter.h>
+using namespace counters;
 
 #include <cassert>
 #include <cctype>
@@ -24,7 +25,6 @@
 #include <string>
 #include <vector>
 
-#include "linux-perf-events.h"
 #ifdef __linux__
 #include <libgen.h>
 #endif

benchmark/dom/statisticalmodel.cpp

@@ -1,207 +0,0 @@
-#include <iostream>
-#include <unistd.h>
-#include "simdjson.h"
-#ifdef __linux__
-#include "linux-perf-events.h"
-#endif
-
-size_t count_nonasciibytes(const uint8_t *input, size_t length) {
-  size_t count = 0;
-  for (size_t i = 0; i < length; i++) {
-    count += input[i] >> 7;
-  }
-  return count;
-}
-
-size_t count_backslash(const uint8_t *input, size_t length) {
-  size_t count = 0;
-  for (size_t i = 0; i < length; i++) {
-    count += (input[i] == '\\') ? 1 : 0;
-  }
-  return count;
-}
-
-struct stat_s {
-  size_t integer_count;
-  size_t float_count;
-  size_t string_count;
-  size_t backslash_count;
-  size_t non_ascii_byte_count;
-  size_t object_count;
-  size_t array_count;
-  size_t null_count;
-  size_t true_count;
-  size_t false_count;
-  size_t byte_count;
-  size_t structural_indexes_count;
-  bool valid;
-};
-
-using stat_t = struct stat_s;
-
-
-
-simdjson_inline void simdjson_process_atom(stat_t &s,
-                                         simdjson::dom::element element) {
-  if (element.is<int64_t>()) {
-    s.integer_count++;
-  } else if(element.is<std::string_view>()) {
-    s.string_count++;
-  } else if(element.is<double>()) {
-    s.float_count++;
-  } else if (element.is<bool>()) {
-    bool v;
-    simdjson::error_code error;
-    if ((error = element.get(v))) { std::cerr << error << std::endl; abort(); }
-    if (v) {
-      s.true_count++;
-    } else {
-      s.false_count++;
-    }
-  } else if (element.is_null()) {
-    s.null_count++;
-  }
-}
-
-void simdjson_recurse(stat_t &s, simdjson::dom::element element) {
-  simdjson::error_code error;
-  if (element.is<simdjson::dom::array>()) {
-    s.array_count++;
-    simdjson::dom::array array;
-    if ((error = element.get(array))) { std::cerr << error << std::endl; abort(); }
-    for (auto child : array) {
-      if (child.is<simdjson::dom::array>() || child.is<simdjson::dom::object>()) {
-        simdjson_recurse(s, child);
-      } else {
-        simdjson_process_atom(s, child);
-      }
-    }
-  } else if (element.is<simdjson::dom::object>()) {
-    s.object_count++;
-    simdjson::dom::object object;
-    if ((error = element.get(object))) { std::cerr << error << std::endl; abort(); }
-    for (auto field : object) {
-      s.string_count++; // for key
-      if (field.value.is<simdjson::dom::array>() || field.value.is<simdjson::dom::object>()) {
-        simdjson_recurse(s, field.value);
-      } else {
-        simdjson_process_atom(s, field.value);
-      }
-    }
-  } else {
-    simdjson_process_atom(s, element);
-  }
-}
-
-stat_t simdjson_compute_stats(const simdjson::padded_string &p) {
-  stat_t answer{};
-  simdjson::dom::parser parser;
-  simdjson::dom::element doc;
-  auto error = parser.parse(p).get(doc);
-  if (error) {
-    answer.valid = false;
-    return answer;
-  }
-  answer.valid = true;
-  answer.backslash_count =
-      count_backslash(reinterpret_cast<const uint8_t *>(p.data()), p.size());
-  answer.non_ascii_byte_count = count_nonasciibytes(
-      reinterpret_cast<const uint8_t *>(p.data()), p.size());
-  answer.byte_count = p.size();
-  answer.structural_indexes_count = parser.implementation->n_structural_indexes;
-  simdjson_recurse(answer, doc);
-  return answer;
-}
-
-int main(int argc, char *argv[]) {
-#ifndef _MSC_VER
-  int c;
-  while ((c = getopt(argc, argv, "")) != -1) {
-    switch (c) {
-
-    default:
-      abort();
-    }
-  }
-#else
-  int optind = 1;
-#endif
-  if (optind >= argc) {
-    std::cerr << "Reads json, prints stats. " << std::endl;
-    std::cerr << "Usage: " << argv[0] << " <jsonfile>" << std::endl;
-
-    exit(1);
-  }
-  const char *filename = argv[optind];
-  if (optind + 1 < argc) {
-    std::cerr << "warning: ignoring everything after " << argv[optind + 1]
-              << std::endl;
-  }
-  simdjson::padded_string p;
-  auto error = simdjson::padded_string::load(filename).get(p);
-  if (error) {
-    std::cerr << "Could not load the file " << filename << std::endl;
-    return EXIT_FAILURE;
-  }
-  stat_t s = simdjson_compute_stats(p);
-  if (!s.valid) {
-    std::cerr << "not a valid JSON" << std::endl;
-    return EXIT_FAILURE;
-  }
-
-  printf("# integer_count float_count string_count backslash_count "
-         "non_ascii_byte_count object_count array_count null_count true_count "
-         "false_count byte_count structural_indexes_count ");
-#ifdef __linux__
-  printf("  stage1_cycle_count stage1_instruction_count  stage2_cycle_count "
-         " stage2_instruction_count  stage3_cycle_count "
-         "stage3_instruction_count  ");
-#else
-  printf("(you are not under linux, so perf counters are disaabled)");
-#endif
-  printf("\n");
-  printf("%zu %zu %zu %zu %zu %zu %zu %zu %zu %zu %zu %zu ", s.integer_count,
-         s.float_count, s.string_count, s.backslash_count,
-         s.non_ascii_byte_count, s.object_count, s.array_count, s.null_count,
-         s.true_count, s.false_count, s.byte_count, s.structural_indexes_count);
-#ifdef __linux__
-  simdjson::dom::parser parser;
-  simdjson::error_code alloc_error = parser.allocate(p.size());
-  if (alloc_error) {
-    std::cerr << alloc_error << std::endl;
-    return EXIT_FAILURE;
-  }
-  const uint32_t iterations = p.size() < 1 * 1000 * 1000 ? 1000 : 50;
-  std::vector<int> evts;
-  evts.push_back(PERF_COUNT_HW_CPU_CYCLES);
-  evts.push_back(PERF_COUNT_HW_INSTRUCTIONS);
-  LinuxEvents<PERF_TYPE_HARDWARE> unified(evts);
-  unsigned long cy1 = 0, cy2 = 0;
-  unsigned long cl1 = 0, cl2 = 0;
-  std::vector<unsigned long long> results;
-  results.resize(evts.size());
-  for (uint32_t i = 0; i < iterations; i++) {
-    unified.start();
-    // The default template is simdjson::architecture::NATIVE.
-    bool isok = (parser.implementation->stage1((const uint8_t *)p.data(), p.size(), simdjson::stage1_mode::regular) == simdjson::SUCCESS);
-    unified.end(results);
-
-    cy1 += results[0];
-    cl1 += results[1];
-
-    unified.start();
-    isok = isok && (parser.implementation->stage2(parser.doc) == simdjson::SUCCESS);
-    unified.end(results);
-
-    cy2 += results[0];
-    cl2 += results[1];
-    if (!isok) {
-      std::cerr << "failure?" << std::endl;
-    }
-  }
-  printf("%f %f %f %f ", static_cast<double>(cy1) / static_cast<double>(iterations), static_cast<double>(cl1) / static_cast<double>(iterations),
-         static_cast<double>(cy2) / static_cast<double>(iterations), static_cast<double>(cl2) / static_cast<double>(iterations));
-#endif // __linux__
-  printf("\n");
-  return EXIT_SUCCESS;
-}

benchmark/event_counter.h

@@ -1,201 +0,0 @@
-#ifndef __EVENT_COUNTER_H
-#define __EVENT_COUNTER_H
-
-#ifndef SIMDJSON_SIMPLE_PERFORMANCE_COUNTERS
-#ifdef __aarch64__
-// on ARM, we use just cycles and instructions
-#define SIMDJSON_SIMPLE_PERFORMANCE_COUNTERS 1
-#else
-// elsewhere, we try to use four counters.
-#define SIMDJSON_SIMPLE_PERFORMANCE_COUNTERS 0
-#endif
-#endif
-#include <cassert>
-#include <cctype>
-#ifndef _MSC_VER
-#include <dirent.h>
-#endif
-#include <unistd.h>
-#include <cinttypes>
-
-#include <cstdio>
-#include <cstdlib>
-#include <cstring>
-
-#include <algorithm>
-#include <chrono>
-#include <cstring>
-#include <fstream>
-#include <iomanip>
-#include <iostream>
-#include <map>
-#include <set>
-#include <sstream>
-#include <string>
-#include <vector>
-
-#ifdef __linux__
-#include "linux-perf-events.h"
-#include <libgen.h>
-#endif
-
-#if __APPLE__ &&  __aarch64__
-#include "apple/apple_arm_events.h"
-#endif
-
-#include "simdjson.h"
-
-using std::string;
-using std::vector;
-using std::chrono::steady_clock;
-using std::chrono::time_point;
-using std::chrono::duration;
-
-struct event_count {
-  duration<double> elapsed;
-  vector<unsigned long long> event_counts;
-  event_count() : elapsed(0), event_counts{0,0,0,0,0} {}
-  event_count(const duration<double> _elapsed, const vector<unsigned long long> _event_counts) : elapsed(_elapsed), event_counts(_event_counts) {}
-  event_count(const event_count& other): elapsed(other.elapsed), event_counts(other.event_counts) { }
-
-  // The types of counters (so we can read the getter more easily)
-  #if SIMDJSON_SIMPLE_PERFORMANCE_COUNTERS
-  enum event_counter_types {
-    CPU_CYCLES,
-    INSTRUCTIONS
-  };
-  #else
-  enum event_counter_types {
-    CPU_CYCLES,
-    INSTRUCTIONS,
-    BRANCH_MISSES,
-    CACHE_REFERENCES,
-    CACHE_MISSES
-  };
-  #endif
-  double elapsed_sec() const { return duration<double>(elapsed).count(); }
-  double elapsed_ns() const { return duration<double, std::nano>(elapsed).count(); }
-  double cycles() const { return static_cast<double>(event_counts[CPU_CYCLES]); }
-  double instructions() const { return static_cast<double>(event_counts[INSTRUCTIONS]); }
-#if !SIMDJSON_SIMPLE_PERFORMANCE_COUNTERS
-  double branch_misses() const { return static_cast<double>(event_counts[BRANCH_MISSES]); }
-  double cache_references() const { return static_cast<double>(event_counts[CACHE_REFERENCES]); }
-  double cache_misses() const { return static_cast<double>(event_counts[CACHE_MISSES]); }
-#endif
-  event_count& operator=(const event_count& other) {
-    this->elapsed = other.elapsed;
-    this->event_counts = other.event_counts;
-    return *this;
-  }
-  event_count operator+(const event_count& other) const {
-    return event_count(elapsed+other.elapsed, {
-      event_counts[0]+other.event_counts[0],
-      event_counts[1]+other.event_counts[1],
-      event_counts[2]+other.event_counts[2],
-      event_counts[3]+other.event_counts[3],
-      event_counts[4]+other.event_counts[4],
-    });
-  }
-
-  void operator+=(const event_count& other) {
-    *this = *this + other;
-  }
-};
-
-struct event_aggregate {
-  int iterations = 0;
-  event_count total{};
-  event_count best{};
-  event_count worst{};
-
-  event_aggregate() {}
-
-  void operator<<(const event_count& other) {
-    if (iterations == 0 || other.elapsed < best.elapsed) {
-      best = other;
-    }
-    if (iterations == 0 || other.elapsed > worst.elapsed) {
-      worst = other;
-    }
-    iterations++;
-    total += other;
-  }
-
-  double elapsed_sec() const { return total.elapsed_sec() / iterations; }
-  double total_elapsed_ns() const { return total.elapsed_ns(); }
-  double elapsed_ns() const { return total.elapsed_ns() / iterations; }
-  double cycles() const { return total.cycles() / iterations; }
-  double instructions() const { return total.instructions() / iterations; }
-#if !SIMDJSON_SIMPLE_PERFORMANCE_COUNTERS
-  double branch_misses() const { return total.branch_misses() / iterations; }
-  double cache_references() const { return total.cache_references() / iterations; }
-  double cache_misses() const { return total.cache_misses() / iterations; }
-#endif
-};
-
-struct event_collector {
-  event_count count{};
-  time_point<steady_clock> start_clock{};
-
-#if defined(__linux__)
-  LinuxEvents<PERF_TYPE_HARDWARE> linux_events;
-  event_collector() : linux_events(vector<int>{
-  #if SIMDJSON_SIMPLE_PERFORMANCE_COUNTERS
-    PERF_COUNT_HW_CPU_CYCLES,
-    PERF_COUNT_HW_INSTRUCTIONS,
-  #else
-    PERF_COUNT_HW_CPU_CYCLES,
-    PERF_COUNT_HW_INSTRUCTIONS,
-    PERF_COUNT_HW_BRANCH_MISSES,
-    PERF_COUNT_HW_CACHE_REFERENCES,
-    PERF_COUNT_HW_CACHE_MISSES
-  #endif
-  }) {}
-  bool has_events() {
-    return linux_events.is_working();
-  }
-#elif __APPLE__ &&  __aarch64__
-  AppleEvents apple_events;
-  performance_counters diff;
-  event_collector() : diff(0) {
-    apple_events.setup_performance_counters();
-  }
-  bool has_events() {
-    return apple_events.setup_performance_counters();
-  }
-#else
-  event_collector() {}
-  bool has_events() {
-    return false;
-  }
-#endif
-
-  simdjson_inline void start() {
-#if defined(__linux)
-    linux_events.start();
-#elif __APPLE__ &&  __aarch64__
-    if(has_events()) { diff = apple_events.get_counters(); }
-#endif
-    start_clock = steady_clock::now();
-  }
-  simdjson_inline event_count& end() {
-    time_point<steady_clock> end_clock = steady_clock::now();
-#if defined(__linux)
-    linux_events.end(count.event_counts);
-#elif __APPLE__ &&  __aarch64__
-    if(has_events()) {
-      performance_counters end = apple_events.get_counters();
-      diff = end - diff;
-    }
-    count.event_counts[0] = diff.cycles;
-    count.event_counts[1] = diff.instructions;
-    count.event_counts[2] = diff.missed_branches;
-    count.event_counts[3] = 0;
-    count.event_counts[4] = 0;
-#endif
-    count.elapsed = end_clock - start_clock;
-    return count;
-  }
-};
-
-#endif

benchmark/from/benchmark_helpers.h

@@ -1,7 +1,8 @@
 #ifndef BENCHMARK_HELPERS_H
 #define BENCHMARK_HELPERS_H
 
-#include "event_counter.h"
+#include <counters/event_counter.h>
+using namespace counters;
 #include <atomic>
 
 event_collector collector;

benchmark/json_benchmark/run_json_benchmark.h

@@ -1,7 +1,8 @@
 #pragma once
 
 #include "simdjson.h"
-#include "event_counter.h"
+#include <counters/event_counter.h>
+using namespace counters;
 #include <iostream>
 
 namespace json_benchmark {
@@ -58,11 +59,7 @@ template<typename B, typename R> static void run_json_benchmark(benchmark::State
   if (collector.has_events()) {
     state.counters["instructions"] = events.instructions();
     state.counters["cycles"]       = events.cycles();
-#if !SIMDJSON_SIMPLE_PERFORMANCE_COUNTERS
     state.counters["branch_miss"]  = events.branch_misses();
-    state.counters["cache_miss"]   = events.cache_misses();
-    state.counters["cache_ref"]    = events.cache_references();
-#endif
     state.counters["instructions_per_byte"]  = events.instructions() / double(bench.bytes_per_iteration());
     state.counters["instructions_per_cycle"] = events.instructions() / events.cycles();
     state.counters["cycles_per_byte"]        = events.cycles()       / double(bench.bytes_per_iteration());
@@ -70,11 +67,7 @@ template<typename B, typename R> static void run_json_benchmark(benchmark::State
 
     state.counters["best_instructions"] = events.best.instructions();
     state.counters["best_cycles"]       = events.best.cycles();
-#if !SIMDJSON_SIMPLE_PERFORMANCE_COUNTERS
     state.counters["best_branch_miss"]  = events.best.branch_misses();
-    state.counters["best_cache_miss"]   = events.best.cache_misses();
-    state.counters["best_cache_ref"]    = events.best.cache_references();
-#endif
 
     state.counters["best_instructions_per_byte"]  = events.best.instructions() / double(bench.bytes_per_iteration());
     state.counters["best_instructions_per_cycle"] = events.best.instructions() / events.best.cycles();
@@ -95,11 +88,7 @@ template<typename B, typename R> static void run_json_benchmark(benchmark::State
   if (collector.has_events()) {
     label << " instructions=" << setw(12) << uint64_t(events.best.instructions())     << setw(0);
     label << " cycles="       << setw(12) << uint64_t(events.best.cycles())           << setw(0);
-#if !SIMDJSON_SIMPLE_PERFORMANCE_COUNTERS
     label << " branch_miss="  << setw(8)  << uint64_t(events.best.branch_misses())    << setw(0);
-    label << " cache_miss="   << setw(8)  << uint64_t(events.best.cache_misses())     << setw(0);
-    label << " cache_ref="    << setw(10) << uint64_t(events.best.cache_references()) << setw(0);
-#endif
   }
 
   label << " items=" << setw(10) << bench.items_per_iteration() << setw(0);

benchmark/large_amazon_cellphones/large_amazon_cellphones.h

@@ -1,6 +1,7 @@
 #pragma once
 
 #include "json_benchmark/string_runner.h"
+#include <fstream>
 #include <map>
 #include <string>
 

benchmark/large_random/simdjson_ondemand_ranges.h

@@ -0,0 +1,32 @@
+#pragma once
+
+#if SIMDJSON_EXCEPTIONS && SIMDJSON_SUPPORTS_RANGES
+
+#include "large_random.h"
+
+namespace large_random {
+
+using namespace simdjson;
+
+// Identical to simdjson_ondemand but uses get_range() for iteration.
+// Demonstrates that the ranges wrapper has zero per-element overhead.
+struct simdjson_ondemand_ranges {
+  static constexpr diff_flags DiffFlags = diff_flags::NONE;
+
+  ondemand::parser parser{};
+
+  bool run(simdjson::padded_string &json, std::vector<point> &result) {
+    auto doc = parser.iterate(json);
+    for (auto coord_result : ondemand::get_range(doc.get_array())) {
+      ondemand::object coord = coord_result;
+      result.emplace_back(json_benchmark::point{coord.find_field("x"), coord.find_field("y"), coord.find_field("z")});
+    }
+    return true;
+  }
+};
+
+BENCHMARK_TEMPLATE(large_random, simdjson_ondemand_ranges)->UseManualTime();
+
+} // namespace large_random
+
+#endif // SIMDJSON_EXCEPTIONS && SIMDJSON_SUPPORTS_RANGES

benchmark/largerandom/sax.h

@@ -103,7 +103,12 @@ error_code Sax::RunNoExcept(const padded_string &json) noexcept {
 
 error_code Sax::Allocate(size_t new_capacity) {
   // string_capacity copied from document::allocate
-  size_t string_capacity = SIMDJSON_ROUNDUP_N(5 * new_capacity / 3 + SIMDJSON_PADDING, 64);
+  // a document with only zero-length strings... could have capacity/3 string
+  // and we would need capacity/3 * 5 bytes on the string buffer
+  if(5 * (new_capacity / 3) + SIMDJSON_PADDING < SIMDJSON_PADDING) {
+    return CAPACITY; // overflow, only happen on legacy 32-bit systems with very large capacity
+  }
+  size_t string_capacity = SIMDJSON_ROUNDUP_N(5 * (new_capacity / 3) + SIMDJSON_PADDING, 64);
   string_buf.reset(new (std::nothrow) uint8_t[string_capacity]);
   if (auto error = dom_parser.set_capacity(new_capacity)) { return error; }
   if (capacity == 0) { // set max depth the first time only

benchmark/linux/linux-perf-events.h

@@ -1,105 +0,0 @@
-#pragma once
-#ifdef __linux__
-
-#include <asm/unistd.h>       // for __NR_perf_event_open
-#include <linux/perf_event.h> // for perf event constants
-#include <sys/ioctl.h>        // for ioctl
-#include <unistd.h>           // for syscall
-
-#include <cerrno>  // for errno
-#include <cstring> // for memset
-#include <stdexcept>
-
-#include <iostream>
-#include <vector>
-
-template <int TYPE = PERF_TYPE_HARDWARE> class LinuxEvents {
-  int fd;
-  bool working;
-  perf_event_attr attribs{};
-  size_t num_events{};
-  std::vector<uint64_t> temp_result_vec{};
-  std::vector<uint64_t> ids{};
-
-public:
-  explicit LinuxEvents(std::vector<int> config_vec) : fd(0), working(true) {
-    memset(&attribs, 0, sizeof(attribs));
-    attribs.type = TYPE;
-    attribs.size = sizeof(attribs);
-    attribs.disabled = 1;
-    attribs.exclude_kernel = 1;
-    attribs.exclude_hv = 1;
-
-    attribs.sample_period = 0;
-    attribs.read_format = PERF_FORMAT_GROUP | PERF_FORMAT_ID;
-    const int pid = 0;  // the current process
-    const int cpu = -1; // all CPUs
-    const unsigned long flags = 0;
-
-    int group = -1; // no group
-    num_events = config_vec.size();
-    ids.resize(config_vec.size());
-    uint32_t i = 0;
-    for (auto config : config_vec) {
-      attribs.config = config;
-      int _fd = static_cast<int>(syscall(__NR_perf_event_open, &attribs, pid, cpu, group, flags));
-      if (_fd == -1) {
-        report_error("perf_event_open");
-      }
-      ioctl(_fd, PERF_EVENT_IOC_ID, &ids[i++]);
-      if (group == -1) {
-        group = _fd;
-        fd = _fd;
-      }
-    }
-
-    temp_result_vec.resize(num_events * 2 + 1);
-  }
-
-  ~LinuxEvents() { if (fd != -1) { close(fd); } }
-
-  inline void start() {
-    if (fd != -1) {
-      if (ioctl(fd, PERF_EVENT_IOC_RESET, PERF_IOC_FLAG_GROUP) == -1) {
-        report_error("ioctl(PERF_EVENT_IOC_RESET)");
-      }
-
-      if (ioctl(fd, PERF_EVENT_IOC_ENABLE, PERF_IOC_FLAG_GROUP) == -1) {
-        report_error("ioctl(PERF_EVENT_IOC_ENABLE)");
-      }
-    }
-  }
-
-  inline void end(std::vector<unsigned long long> &results) {
-    if (fd != -1) {
-      if (ioctl(fd, PERF_EVENT_IOC_DISABLE, PERF_IOC_FLAG_GROUP) == -1) {
-        report_error("ioctl(PERF_EVENT_IOC_DISABLE)");
-      }
-
-      if (read(fd, temp_result_vec.data(), temp_result_vec.size() * 8) == -1) {
-        report_error("read");
-      }
-    }
-    // our actual results are in slots 1,3,5, ... of this structure
-    for (uint32_t i = 1; i < temp_result_vec.size(); i += 2) {
-      results[i / 2] = temp_result_vec[i];
-    }
-    for (uint32_t i = 2; i < temp_result_vec.size(); i += 2) {
-      if(ids[i/2-1] != temp_result_vec[i]) {
-        report_error("event mismatch");
-      }
-    }
-
-
-  }
-
-  bool is_working() {
-    return working;
-  }
-
-private:
-  void report_error(const std::string &) {
-    working = false;
-  }
-};
-#endif

benchmark/partial_tweets/tweet.h

@@ -10,7 +10,7 @@ namespace partial_tweets {
 //     {
 //       "created_at": "Sun Aug 31 00:29:15 +0000 2014",
 //       "id": 505874924095815700,
-//       "text": "@aym0566x \n\n名前:前田あゆみ\n第一印象:なんか怖っ！\n今の印象:とりあえずキモい。噛み合わない\n好きなところ:ぶすでキモいとこ😋✨✨\n思い出:んーーー、ありすぎ😊❤️\nLINE交換できる？:あぁ……ごめん✋\nトプ画をみて:照れますがな😘✨\n一言:お前は一生もんのダチ💖",
+//       "text": "@aym0566x ...",
 //       "in_reply_to_status_id": null,
 //       "user": {
 //         "id": 1186275104,

benchmark/static_reflect/CMakeLists.txt

@@ -8,7 +8,7 @@ CPMAddPackage(
 
 option(SIMDJSON_USE_RUST "Build the static_reflect benchmark" OFF)
 
-if(SIMDJSON_USER_RUST)
+if(SIMDJSON_USE_RUST)
   if(NOT WIN32)
   # We want the check whether Rust is available before trying to build a crate.
   CPMAddPackage(
@@ -39,9 +39,9 @@ if(SIMDJSON_USER_RUST)
       message(STATUS "curl https://sh.rustup.rs -sSf | sh")
     endif()
   endif()
-else(SIMDJSON_USER_RUST)
+else(SIMDJSON_USE_RUST)
   message(STATUS "We will not benchmark serde-benchmark." )
-endif(SIMDJSON_USER_RUST)
+endif(SIMDJSON_USE_RUST)
 
 # Add the benchmark executable targets
 add_subdirectory(twitter_benchmark)

benchmark/static_reflect/benchmark_utils/benchmark_helper.h

@@ -1,6 +1,7 @@
 #ifndef BENCHMARK_HELPER_HPP
 #define BENCHMARK_HELPER_HPP
-#include "event_counter.h"
+#include <counters/event_counter.h>
+using namespace counters;
 #include <atomic>
 
 inline event_collector &get_collector() {

benchmark/static_reflect/citm_catalog_benchmark/CMakeLists.txt

@@ -1,4 +1,5 @@
 add_executable(benchmark_serialization_citm_catalog benchmark_serialization_citm_catalog.cpp)
+add_executable(benchmark_parsing_citm benchmark_parsing_citm.cpp)
 
 # Link with Rust benchmarking code if available
 if(TARGET serde-benchmark)
@@ -11,4 +12,29 @@ target_link_libraries(benchmark_serialization_citm_catalog PRIVATE simdjson::sim
 target_link_libraries(benchmark_serialization_citm_catalog PRIVATE reflectcpp)
 target_compile_definitions(benchmark_serialization_citm_catalog PRIVATE SIMDJSON_BENCH_CPP_REFLECT=1)
 
+if(TARGET yyjson)
+    target_link_libraries(benchmark_serialization_citm_catalog PRIVATE yyjson)
+    target_compile_definitions(benchmark_serialization_citm_catalog PRIVATE SIMDJSON_COMPETITION_YYJSON)
+endif()
+
 target_compile_definitions(benchmark_serialization_citm_catalog PRIVATE JSON_FILE="${BENCH_CITM_JSON}")
+
+# Configuration for parsing benchmark
+if(TARGET serde-benchmark)
+    target_link_libraries(benchmark_parsing_citm PRIVATE serde-benchmark)
+    target_compile_definitions(benchmark_parsing_citm PRIVATE SIMDJSON_RUST_VERSION="${Rust_VERSION}")
+endif()
+
+target_link_libraries(benchmark_parsing_citm PRIVATE simdjson::simdjson nlohmann_json)
+
+if(TARGET rapidjson)
+    target_link_libraries(benchmark_parsing_citm PRIVATE rapidjson)
+    target_compile_definitions(benchmark_parsing_citm PRIVATE SIMDJSON_COMPETITION_RAPIDJSON)
+endif()
+
+if(TARGET yyjson)
+    target_link_libraries(benchmark_parsing_citm PRIVATE yyjson)
+    target_compile_definitions(benchmark_parsing_citm PRIVATE SIMDJSON_COMPETITION_YYJSON)
+endif()
+
+target_compile_definitions(benchmark_parsing_citm PRIVATE JSON_FILE="${BENCH_CITM_JSON}")

benchmark/static_reflect/citm_catalog_benchmark/benchmark_parsing_citm.cpp

@@ -0,0 +1,563 @@
+#include <cassert>
+#include <cstdlib>
+#include <ctime>
+#include <format>
+#include <fstream>
+#include <iostream>
+#include <nlohmann/json.hpp>
+#include <simdjson.h>
+#include <string>
+#include "citm_catalog_data.h"
+#include "nlohmann_citm_catalog_data.h"
+#include "../benchmark_utils/benchmark_helper.h"
+
+#ifdef SIMDJSON_COMPETITION_RAPIDJSON
+#include "rapidjson_citm_catalog_data.h"
+#endif
+
+#ifdef SIMDJSON_COMPETITION_YYJSON
+#include "yyjson_citm_catalog_data.h"
+#endif
+
+#ifdef SIMDJSON_RUST_VERSION
+#include "../serde-benchmark/serde_benchmark.h"
+
+void bench_rust_parsing(const std::string &json_str) {
+  size_t input_volume = json_str.size();
+  printf("# input volume: %zu bytes\n", input_volume);
+
+  volatile bool result = true;
+  pretty_print(1, input_volume, "bench_rust_parsing",
+               bench([&json_str, &result]() {
+                 serde_benchmark::CitmCatalog *catalog = serde_benchmark::citm_from_str(json_str.c_str(), json_str.size());
+                 result = (catalog != nullptr);
+                 if (catalog) {
+                   serde_benchmark::free_citm(catalog);
+                 }
+                 if (!result) {
+                   printf("parse error\n");
+                 }
+               }));
+}
+#endif
+
+template <class T> void bench_simdjson_static_reflection_parsing(const std::string &json_str) {
+  size_t input_volume = json_str.size();
+  printf("# input volume: %zu bytes\n", input_volume);
+
+  // Pre-allocate padded buffer outside the benchmark loop
+  std::string mutable_json = json_str;
+  simdjson::pad(mutable_json);
+
+  volatile bool result = true;
+  pretty_print(1, input_volume, "bench_simdjson_static_reflection_parsing",
+               bench([&mutable_json, &result]() {
+                 simdjson::ondemand::parser parser;
+                 simdjson::ondemand::document doc;
+                 if(parser.iterate(mutable_json).get(doc)) {
+                   result = false;
+                   return;
+                 }
+                 T my_struct;
+                 if(doc.get<T>().get(my_struct)) {
+                   result = false;
+                 }
+                 if (!result) {
+                   printf("parse error\n");
+                 }
+               }));
+}
+
+#if SIMDJSON_STATIC_REFLECTION
+template <class T> void bench_simdjson_from_parsing(const std::string &json_str) {
+  size_t input_volume = json_str.size();
+  printf("# input volume: %zu bytes\n", input_volume);
+
+  // Pre-allocate padded buffer outside the benchmark loop
+  simdjson::padded_string padded = simdjson::padded_string(json_str);
+
+  volatile bool result = true;
+  pretty_print(1, input_volume, "bench_simdjson_from_parsing",
+               bench([&padded, &result]() {
+                 T my_struct;
+                 auto err = simdjson::from(padded).get(my_struct);
+                  if (err) {
+                    result = false;
+                    printf("parse error: %s\n", simdjson::error_message(err));
+                    return;
+                  }
+               }));
+}
+#endif
+
+// nlohmann::json deserialization functions
+void from_json(const nlohmann::json &j, CITMPrice &p) {
+    j.at("amount").get_to(p.amount);
+    j.at("audienceSubCategoryId").get_to(p.audienceSubCategoryId);
+    j.at("seatCategoryId").get_to(p.seatCategoryId);
+}
+
+void from_json(const nlohmann::json &j, CITMArea &a) {
+    j.at("areaId").get_to(a.areaId);
+    j.at("blockIds").get_to(a.blockIds);
+}
+
+void from_json(const nlohmann::json &j, CITMSeatCategory &s) {
+    j.at("areas").get_to(s.areas);
+    j.at("seatCategoryId").get_to(s.seatCategoryId);
+}
+
+void from_json(const nlohmann::json &j, CITMPerformance &p) {
+    j.at("id").get_to(p.id);
+    j.at("eventId").get_to(p.eventId);
+    if (j.contains("logo") && !j["logo"].is_null()) {
+        p.logo = j["logo"].get<std::string>();
+    }
+    if (j.contains("name") && !j["name"].is_null()) {
+        p.name = j["name"].get<std::string>();
+    }
+    j.at("prices").get_to(p.prices);
+    j.at("seatCategories").get_to(p.seatCategories);
+    if (j.contains("seatMapImage") && !j["seatMapImage"].is_null()) {
+        p.seatMapImage = j["seatMapImage"].get<std::string>();
+    }
+    j.at("start").get_to(p.start);
+    j.at("venueCode").get_to(p.venueCode);
+}
+
+void from_json(const nlohmann::json &j, CITMEvent &e) {
+    j.at("id").get_to(e.id);
+    j.at("name").get_to(e.name);
+    if (j.contains("description") && !j["description"].is_null()) {
+        e.description = j["description"].get<std::string>();
+    }
+    if (j.contains("logo") && !j["logo"].is_null()) {
+        e.logo = j["logo"].get<std::string>();
+    }
+    j.at("subTopicIds").get_to(e.subTopicIds);
+    if (j.contains("subjectCode") && !j["subjectCode"].is_null()) {
+        e.subjectCode = j["subjectCode"].get<std::string>();
+    }
+    if (j.contains("subtitle") && !j["subtitle"].is_null()) {
+        e.subtitle = j["subtitle"].get<std::string>();
+    }
+    j.at("topicIds").get_to(e.topicIds);
+}
+
+void from_json(const nlohmann::json &j, CitmCatalog &c) {
+    j.at("events").get_to(c.events);
+    j.at("performances").get_to(c.performances);
+}
+
+CitmCatalog nlohmann_deserialize(const std::string &json_str) {
+    nlohmann::json j = nlohmann::json::parse(json_str);
+    return j.get<CitmCatalog>();
+}
+
+void bench_nlohmann_parsing(const std::string &json_str) {
+  size_t input_volume = json_str.size();
+  printf("# input volume: %zu bytes\n", input_volume);
+
+  volatile bool result = true;
+  pretty_print(1, input_volume, "bench_nlohmann_parsing",
+               bench([&json_str, &result]() {
+                 try {
+                   CitmCatalog data = nlohmann_deserialize(json_str);
+                   result = true;
+                 } catch (...) {
+                   result = false;
+                   printf("parse error\n");
+                 }
+               }));
+}
+
+#ifdef SIMDJSON_COMPETITION_RAPIDJSON
+CitmCatalog rapidjson_deserialize(const std::string &json_str) {
+    rapidjson::Document doc;
+    doc.Parse(json_str.c_str());
+
+    if (doc.HasParseError()) {
+        throw std::runtime_error("RapidJSON parse error");
+    }
+
+    CitmCatalog catalog;
+
+    // Parse events
+    if (doc.HasMember("events") && doc["events"].IsObject()) {
+        for (auto& m : doc["events"].GetObject()) {
+            CITMEvent event;
+            const auto& e = m.value;
+
+            event.id = e["id"].GetUint64();
+            event.name = e["name"].GetString();
+            if (e.HasMember("description") && !e["description"].IsNull()) {
+                event.description = e["description"].GetString();
+            }
+            if (e.HasMember("logo") && !e["logo"].IsNull()) {
+                event.logo = e["logo"].GetString();
+            }
+
+            event.subTopicIds.clear();
+            for (auto& id : e["subTopicIds"].GetArray()) {
+                event.subTopicIds.push_back(id.GetUint64());
+            }
+
+            if (e.HasMember("subjectCode") && !e["subjectCode"].IsNull()) {
+                event.subjectCode = e["subjectCode"].GetString();
+            }
+            if (e.HasMember("subtitle") && !e["subtitle"].IsNull()) {
+                event.subtitle = e["subtitle"].GetString();
+            }
+
+            event.topicIds.clear();
+            for (auto& id : e["topicIds"].GetArray()) {
+                event.topicIds.push_back(id.GetUint64());
+            }
+
+            catalog.events[m.name.GetString()] = event;
+        }
+    }
+
+    // Parse performances
+    if (doc.HasMember("performances") && doc["performances"].IsArray()) {
+        for (auto& p : doc["performances"].GetArray()) {
+            CITMPerformance perf;
+
+            perf.id = p["id"].GetUint64();
+            perf.eventId = p["eventId"].GetUint64();
+            if (p.HasMember("logo") && !p["logo"].IsNull()) {
+                perf.logo = p["logo"].GetString();
+            }
+            if (p.HasMember("name") && !p["name"].IsNull()) {
+                perf.name = p["name"].GetString();
+            }
+
+            // Parse prices
+            for (auto& price : p["prices"].GetArray()) {
+                CITMPrice pr;
+                pr.amount = price["amount"].GetUint64();
+                pr.audienceSubCategoryId = price["audienceSubCategoryId"].GetUint64();
+                pr.seatCategoryId = price["seatCategoryId"].GetUint64();
+                perf.prices.push_back(pr);
+            }
+
+            // Parse seat categories
+            for (auto& sc : p["seatCategories"].GetArray()) {
+                CITMSeatCategory seatCat;
+                seatCat.seatCategoryId = sc["seatCategoryId"].GetUint64();
+
+                for (auto& area : sc["areas"].GetArray()) {
+                    CITMArea ar;
+                    ar.areaId = area["areaId"].GetUint64();
+                    for (auto& block : area["blockIds"].GetArray()) {
+                        ar.blockIds.push_back(block.GetUint64());
+                    }
+                    seatCat.areas.push_back(ar);
+                }
+                perf.seatCategories.push_back(seatCat);
+            }
+
+            if (p.HasMember("seatMapImage") && !p["seatMapImage"].IsNull()) {
+                perf.seatMapImage = p["seatMapImage"].GetString();
+            }
+            perf.start = p["start"].GetUint64();
+            perf.venueCode = p["venueCode"].GetString();
+
+            catalog.performances.push_back(perf);
+        }
+    }
+
+    return catalog;
+}
+
+void bench_rapidjson_parsing(const std::string &json_str) {
+  size_t input_volume = json_str.size();
+  printf("# input volume: %zu bytes\n", input_volume);
+
+  volatile bool result = true;
+  pretty_print(1, input_volume, "bench_rapidjson_parsing",
+               bench([&json_str, &result]() {
+                 try {
+                   CitmCatalog data = rapidjson_deserialize(json_str);
+                   result = true;
+                 } catch (...) {
+                   result = false;
+                   printf("parse error\n");
+                 }
+               }));
+}
+#endif
+
+#ifdef SIMDJSON_COMPETITION_YYJSON
+CitmCatalog yyjson_deserialize(const std::string &json_str) {
+    yyjson_doc *doc = yyjson_read(json_str.c_str(), json_str.size(), 0);
+    if (!doc) {
+        throw std::runtime_error("YYJson parse error");
+    }
+
+    yyjson_val *root = yyjson_doc_get_root(doc);
+    CitmCatalog catalog;
+
+    // Parse events
+    yyjson_val *events = yyjson_obj_get(root, "events");
+    if (events) {
+        size_t idx, max;
+        yyjson_val *key, *val;
+        yyjson_obj_foreach(events, idx, max, key, val) {
+            CITMEvent event;
+
+            event.id = yyjson_get_uint(yyjson_obj_get(val, "id"));
+            const char* name = yyjson_get_str(yyjson_obj_get(val, "name"));
+            if (name) event.name = name;
+
+            yyjson_val *desc = yyjson_obj_get(val, "description");
+            if (desc && !yyjson_is_null(desc)) {
+                const char* str = yyjson_get_str(desc);
+                if (str) event.description = str;
+            }
+
+            yyjson_val *logo = yyjson_obj_get(val, "logo");
+            if (logo && !yyjson_is_null(logo)) {
+                const char* str = yyjson_get_str(logo);
+                if (str) event.logo = str;
+            }
+
+            yyjson_val *subTopics = yyjson_obj_get(val, "subTopicIds");
+            if (subTopics) {
+                size_t sidx, smax;
+                yyjson_val *sval;
+                yyjson_arr_foreach(subTopics, sidx, smax, sval) {
+                    event.subTopicIds.push_back(yyjson_get_uint(sval));
+                }
+            }
+
+            yyjson_val *subjectCode = yyjson_obj_get(val, "subjectCode");
+            if (subjectCode && !yyjson_is_null(subjectCode)) {
+                const char* str = yyjson_get_str(subjectCode);
+                if (str) event.subjectCode = str;
+            }
+
+            yyjson_val *subtitle = yyjson_obj_get(val, "subtitle");
+            if (subtitle && !yyjson_is_null(subtitle)) {
+                const char* str = yyjson_get_str(subtitle);
+                if (str) event.subtitle = str;
+            }
+
+            yyjson_val *topics = yyjson_obj_get(val, "topicIds");
+            if (topics) {
+                size_t tidx, tmax;
+                yyjson_val *tval;
+                yyjson_arr_foreach(topics, tidx, tmax, tval) {
+                    event.topicIds.push_back(yyjson_get_uint(tval));
+                }
+            }
+
+            const char* keyStr = yyjson_get_str(key);
+            if (keyStr) {
+                catalog.events[keyStr] = event;
+            }
+        }
+    }
+
+    // Parse performances
+    yyjson_val *performances = yyjson_obj_get(root, "performances");
+    if (performances) {
+        size_t idx, max;
+        yyjson_val *val;
+        yyjson_arr_foreach(performances, idx, max, val) {
+            CITMPerformance perf;
+
+            perf.id = yyjson_get_uint(yyjson_obj_get(val, "id"));
+            perf.eventId = yyjson_get_uint(yyjson_obj_get(val, "eventId"));
+
+            yyjson_val *logo = yyjson_obj_get(val, "logo");
+            if (logo && !yyjson_is_null(logo)) {
+                const char* str = yyjson_get_str(logo);
+                if (str) perf.logo = str;
+            }
+
+            yyjson_val *name = yyjson_obj_get(val, "name");
+            if (name && !yyjson_is_null(name)) {
+                const char* str = yyjson_get_str(name);
+                if (str) perf.name = str;
+            }
+
+            // Parse prices
+            yyjson_val *prices = yyjson_obj_get(val, "prices");
+            if (prices) {
+                size_t pidx, pmax;
+                yyjson_val *pval;
+                yyjson_arr_foreach(prices, pidx, pmax, pval) {
+                    CITMPrice price;
+                    price.amount = yyjson_get_uint(yyjson_obj_get(pval, "amount"));
+                    price.audienceSubCategoryId = yyjson_get_uint(yyjson_obj_get(pval, "audienceSubCategoryId"));
+                    price.seatCategoryId = yyjson_get_uint(yyjson_obj_get(pval, "seatCategoryId"));
+                    perf.prices.push_back(price);
+                }
+            }
+
+            // Parse seat categories
+            yyjson_val *seatCats = yyjson_obj_get(val, "seatCategories");
+            if (seatCats) {
+                size_t scidx, scmax;
+                yyjson_val *scval;
+                yyjson_arr_foreach(seatCats, scidx, scmax, scval) {
+                    CITMSeatCategory seatCat;
+                    seatCat.seatCategoryId = yyjson_get_uint(yyjson_obj_get(scval, "seatCategoryId"));
+
+                    yyjson_val *areas = yyjson_obj_get(scval, "areas");
+                    if (areas) {
+                        size_t aidx, amax;
+                        yyjson_val *aval;
+                        yyjson_arr_foreach(areas, aidx, amax, aval) {
+                            CITMArea area;
+                            area.areaId = yyjson_get_uint(yyjson_obj_get(aval, "areaId"));
+
+                            yyjson_val *blocks = yyjson_obj_get(aval, "blockIds");
+                            if (blocks) {
+                                size_t bidx, bmax;
+                                yyjson_val *bval;
+                                yyjson_arr_foreach(blocks, bidx, bmax, bval) {
+                                    area.blockIds.push_back(yyjson_get_uint(bval));
+                                }
+                            }
+                            seatCat.areas.push_back(area);
+                        }
+                    }
+                    perf.seatCategories.push_back(seatCat);
+                }
+            }
+
+            yyjson_val *seatMapImage = yyjson_obj_get(val, "seatMapImage");
+            if (seatMapImage && !yyjson_is_null(seatMapImage)) {
+                const char* str = yyjson_get_str(seatMapImage);
+                if (str) perf.seatMapImage = str;
+            }
+
+            perf.start = yyjson_get_uint(yyjson_obj_get(val, "start"));
+            const char* venueCode = yyjson_get_str(yyjson_obj_get(val, "venueCode"));
+            if (venueCode) perf.venueCode = venueCode;
+
+            catalog.performances.push_back(perf);
+        }
+    }
+
+    yyjson_doc_free(doc);
+    return catalog;
+}
+
+void bench_yyjson_parsing(const std::string &json_str) {
+  size_t input_volume = json_str.size();
+  printf("# input volume: %zu bytes\n", input_volume);
+
+  volatile bool result = true;
+  pretty_print(1, input_volume, "bench_yyjson_parsing",
+               bench([&json_str, &result]() {
+                 try {
+                   CitmCatalog data = yyjson_deserialize(json_str);
+                   result = true;
+                 } catch (...) {
+                   result = false;
+                   printf("parse error\n");
+                 }
+               }));
+}
+#endif
+
+std::string read_file(std::string filename) {
+  printf("# Reading file %s\n", filename.c_str());
+  constexpr size_t read_size = 4096;
+  auto stream = std::ifstream(filename);
+  stream.exceptions(std::ios_base::badbit);
+
+  if (!stream) {
+    std::cerr << "Error: Failed to open file " << filename << std::endl;
+    exit(EXIT_FAILURE);
+  }
+
+  std::string out;
+  auto buf = std::string(read_size, '\0');
+  while (stream.read(&buf[0], read_size)) {
+    out.append(buf, 0, size_t(stream.gcount()));
+  }
+  out.append(buf, 0, size_t(stream.gcount()));
+  return out;
+}
+
+// Function to check if benchmark name matches any of the comma-separated filters
+bool matches_filter(const std::string& benchmark_name, const std::string& filter) {
+  if (filter.empty()) return true;
+
+  // Split filter by comma
+  size_t start = 0;
+  size_t end = filter.find(',');
+  while (end != std::string::npos) {
+    std::string token = filter.substr(start, end - start);
+    if (benchmark_name.find(token) != std::string::npos) {
+      return true;
+    }
+    start = end + 1;
+    end = filter.find(',', start);
+  }
+  // Check last token
+  std::string token = filter.substr(start);
+  return benchmark_name.find(token) != std::string::npos;
+}
+
+int main(int argc, char *argv[]) {
+  // Get the JSON file path from preprocessor or use default
+  std::string filename;
+#ifdef JSON_FILE
+  filename = JSON_FILE;
+#else
+  filename = "jsonexamples/citm_catalog.json";
+#endif
+
+  std::string json_str = read_file(filename);
+
+  // Parse command-line arguments for filter
+  std::string filter;
+  for (int i = 1; i < argc; i++) {
+    std::string arg = argv[i];
+    if (arg == "-f" && i + 1 < argc) {
+      filter = argv[i + 1];
+      printf("# Filter: %s\n", filter.c_str());
+      i++;
+    }
+  }
+
+  // If no filter provided, run all benchmarks
+  if (filter.empty()) {
+    printf("# Running all benchmarks (use -f <filter> to run specific ones)\n");
+  }
+
+  // Benchmarking the parsing
+  if (matches_filter("nlohmann", filter)) {
+    bench_nlohmann_parsing(json_str);
+  }
+#ifdef SIMDJSON_COMPETITION_RAPIDJSON
+  if (matches_filter("rapidjson", filter)) {
+    bench_rapidjson_parsing(json_str);
+  }
+#endif
+#ifdef SIMDJSON_COMPETITION_YYJSON
+  if (matches_filter("yyjson", filter)) {
+    bench_yyjson_parsing(json_str);
+  }
+#endif
+  if (matches_filter("simdjson_static_reflection", filter)) {
+    bench_simdjson_static_reflection_parsing<CitmCatalog>(json_str);
+  }
+#if SIMDJSON_STATIC_REFLECTION
+  if (matches_filter("simdjson_from", filter)) {
+    bench_simdjson_from_parsing<CitmCatalog>(json_str);
+  }
+#endif
+#ifdef SIMDJSON_RUST_VERSION
+  if (matches_filter("rust", filter)) {
+    printf("# Note: Rust/Serde parsing test\n");
+    bench_rust_parsing(json_str);
+  }
+#endif
+  return EXIT_SUCCESS;
+}

benchmark/static_reflect/citm_catalog_benchmark/benchmark_serialization_citm_catalog.cpp

@@ -11,6 +11,10 @@
 #include "nlohmann_citm_catalog_data.h"
 #include "../benchmark_utils/benchmark_helper.h"
 
+#ifdef SIMDJSON_COMPETITION_YYJSON
+#include "yyjson_citm_catalog_data.h"
+#endif
+
 #if SIMDJSON_BENCH_CPP_REFLECT
 #include <rfl.hpp>
 #include <rfl/json.hpp>
@@ -35,20 +39,15 @@ void bench_reflect_cpp(CitmCatalog &data) {
 #include "../serde-benchmark/serde_benchmark.h"
 
 void bench_rust(serde_benchmark::CitmCatalog *data) {
-  const char * output = serde_benchmark::str_from_citm(data);
+  serde_benchmark::set_citm_data(data);
-  size_t output_volume = strlen(output);
+  size_t output_volume = serde_benchmark::serialize_citm_to_string();
   printf("# output volume: %zu bytes\n", output_volume);
+
   volatile size_t measured_volume = 0;
   pretty_print(1, output_volume, "bench_rust",
-               bench([&data, &measured_volume, &output_volume]() {
+               bench([&measured_volume, &output_volume]() {
-                 const char * output = serde_benchmark::str_from_citm(data);
+                 measured_volume = serde_benchmark::serialize_citm_to_string();
-                 measured_volume = strlen(output);
-                 if (measured_volume != output_volume) {
-                   printf("mismatch\n");
-                 }
-                 serde_benchmark::free_str(const_cast<char*>(output));
                }));
-  serde_benchmark::free_str(const_cast<char*>(output));
 }
 #endif // SIMDJSON_RUST_VERSION
 
@@ -68,7 +67,55 @@ void bench_nlohmann(CitmCatalog &data) {
                }));
 }
 
+#ifdef SIMDJSON_COMPETITION_YYJSON
+void bench_yyjson(CitmCatalog &data) {
+  std::string output = yyjson_serialize_citm(data);
+  size_t output_volume = output.size();
+  printf("# output volume: %zu bytes\n", output_volume);
+
+  volatile size_t measured_volume = 0;
+  pretty_print(1, output_volume, "bench_yyjson",
+               bench([&data, &measured_volume, &output_volume]() {
+                 std::string output = yyjson_serialize_citm(data);
+                 measured_volume = output.size();
+                 if (measured_volume != output_volume) {
+                   printf("mismatch\n");
+                 }
+               }));
+}
+#endif
+
+// Fair allocation variant: allocates fresh buffer each iteration (matches other libraries)
 void bench_simdjson_static_reflection(CitmCatalog &data) {
+  // First run to determine expected size
+  simdjson::builder::string_builder sb_init;
+  simdjson::builder::append(sb_init, data);
+  std::string_view p_init;
+  if(sb_init.view().get(p_init)) {
+    std::cerr << "Error!" << std::endl;
+  }
+  size_t output_volume = p_init.size();
+  printf("# output volume: %zu bytes\n", output_volume);
+
+  volatile size_t measured_volume = 0;
+  pretty_print(sizeof(data), output_volume, "bench_simdjson_static_reflection",
+               bench([&data, &measured_volume, &output_volume]() {
+                 // Fresh allocation each iteration - fair comparison
+                 simdjson::builder::string_builder sb;
+                 simdjson::builder::append(sb, data);
+                 std::string_view p;
+                 if(sb.view().get(p)) {
+                   std::cerr << "Error!" << std::endl;
+                 }
+                 measured_volume = sb.size();
+                 if (measured_volume != output_volume) {
+                   printf("mismatch\n");
+                 }
+               }));
+}
+
+// Optimized variant: reuses buffer across iterations (shows API potential)
+void bench_simdjson_static_reflection_reuse(CitmCatalog &data) {
   simdjson::builder::string_builder sb;
   simdjson::builder::append(sb, data);
   std::string_view p;
@@ -80,7 +127,7 @@ void bench_simdjson_static_reflection(CitmCatalog &data) {
   printf("# output volume: %zu bytes\n", output_volume);
 
   volatile size_t measured_volume = 0;
-  pretty_print(sizeof(data), output_volume, "bench_simdjson_static_reflection",
+  pretty_print(sizeof(data), output_volume, "bench_simdjson_reuse_buffer",
                bench([&data, &measured_volume, &output_volume, &sb]() {
                  sb.clear();
                  simdjson::builder::append(sb, data);
@@ -95,25 +142,97 @@ void bench_simdjson_static_reflection(CitmCatalog &data) {
                }));
 }
 
-std::string read_file(const std::string &file_path, size_t read_size = 65536) {
+#if SIMDJSON_STATIC_REFLECTION
+// Fair allocation variant: allocates fresh string each iteration
+void bench_simdjson_to(CitmCatalog &data) {
+  // First run to determine size
+  std::string output_init;
+  if (simdjson::error_code err = simdjson::builder::to_json(data, output_init); err) {
+    std::cerr << "Error in to_json initialization!" << simdjson::error_message(err) << std::endl;
+    return;
+  }
+  size_t output_volume = output_init.size();
+  printf("# output volume: %zu bytes\n", output_volume);
+
+  volatile size_t measured_volume = 0;
+  pretty_print(sizeof(data), output_volume, "bench_simdjson_to",
+               bench([&data, &measured_volume, &output_volume]() {
+                 // Fresh allocation each iteration - fair comparison
+                 std::string output;
+                 if (simdjson::error_code err = simdjson::builder::to_json(data, output); err) {
+                   std::cerr << "Error in to_json!" << simdjson::error_message(err) << std::endl;
+                   return;
+                 }
+                 measured_volume = output.size();
+                 if (measured_volume != output_volume) {
+                   printf("mismatch\n");
+                 }
+               }));
+}
+
+// Optimized variant: reuses pre-allocated string
+void bench_simdjson_to_reuse(CitmCatalog &data) {
+  std::string output;
+  if (simdjson::error_code err = simdjson::builder::to_json(data, output); err) {
+    std::cerr << "Error in to_json initialization!" << simdjson::error_message(err) << std::endl;
+    return;
+  }
+  size_t output_volume = output.size();
+  printf("# output volume: %zu bytes\n", output_volume);
+
+  // Pre-allocate string with sufficient capacity to avoid reallocation
+  output.reserve(output_volume * 2);
+
+  volatile size_t measured_volume = 0;
+  pretty_print(sizeof(data), output_volume, "bench_simdjson_to_reuse",
+               bench([&data, &measured_volume, &output_volume, &output]() {
+                 // Reuse the pre-allocated string - avoids allocation
+                 if (simdjson::error_code err = simdjson::builder::to_json(data, output); err) {
+                   std::cerr << "Error in to_json!" << simdjson::error_message(err) << std::endl;
+                   return;
+                 }
+                 measured_volume = output.size();
+                 if (measured_volume != output_volume) {
+                   printf("mismatch\n");
+                 }
+               }));
+}
+#endif
+
+simdjson::padded_string read_file(const std::string &file_path, size_t read_size = 65536) {
   std::ifstream stream(file_path, std::ios::binary);
   if(!stream) {
     std::cerr << "Could not open file '" << file_path << "'" << std::endl;
     exit(EXIT_FAILURE);
   }
   stream.exceptions(std::ios_base::badbit);
-  std::string out;
+  simdjson::padded_string_builder builder;
   std::string buf(read_size, '\0');
   while (stream.read(&buf[0], read_size)) {
-    out.append(buf, 0, size_t(stream.gcount()));
+    builder.append(buf.data(), size_t(stream.gcount()));
   }
-  out.append(buf, 0, size_t(stream.gcount()));
+  builder.append(buf.data(), size_t(stream.gcount()));
-  return out;
+  return builder.convert();
 }
 
-// Function to check if benchmark name contains filter substring
+// Function to check if benchmark name matches any of the comma-separated filters
 bool matches_filter(const std::string& benchmark_name, const std::string& filter) {
-  return filter.empty() || benchmark_name.find(filter) != std::string::npos;
+  if (filter.empty()) return true;
+
+  // Split filter by comma
+  size_t start = 0;
+  size_t end = filter.find(',');
+  while (end != std::string::npos) {
+    std::string token = filter.substr(start, end - start);
+    if (benchmark_name.find(token) != std::string::npos) {
+      return true;
+    }
+    start = end + 1;
+    end = filter.find(',', start);
+  }
+  // Check last token
+  std::string token = filter.substr(start);
+  return benchmark_name.find(token) != std::string::npos;
 }
 
 int main(int argc, char* argv[]) {
@@ -131,12 +250,12 @@ int main(int argc, char* argv[]) {
       }
   }
   // Testing correctness of round-trip (serialization + deserialization)
-  std::string json_str = read_file(JSON_FILE);
+  simdjson::padded_string json_str = read_file(JSON_FILE);
 
   // Loading up the data into a structure.
   simdjson::ondemand::parser parser;
   simdjson::ondemand::document doc;
-  if(parser.iterate(simdjson::pad(json_str)).get(doc)) {
+  if(parser.iterate(json_str).get(doc)) {
     std::cerr << "Error loading the document!" << std::endl;
     return EXIT_FAILURE;
   }
@@ -147,18 +266,37 @@ int main(int argc, char* argv[]) {
   }
 
   // Benchmarking the serialization
+  // Note: simdjson benchmarks include both "fair" (fresh allocation) and "reuse" (buffer reuse) variants
+  // The "fair" variants allocate fresh memory each iteration, matching other libraries' behavior
+  // The "reuse" variants demonstrate the API's potential when buffer reuse is possible
+
   if (matches_filter("nlohmann", filter)) {
     bench_nlohmann(my_struct);
   }
+#ifdef SIMDJSON_COMPETITION_YYJSON
+  if (matches_filter("yyjson", filter)) {
+    bench_yyjson(my_struct);
+  }
+#endif
   if (matches_filter("simdjson_static_reflection", filter)) {
     bench_simdjson_static_reflection(my_struct);
   }
+  if (matches_filter("simdjson_reuse", filter)) {
+    bench_simdjson_static_reflection_reuse(my_struct);
+  }
+#if SIMDJSON_STATIC_REFLECTION
+  if (matches_filter("simdjson_to", filter)) {
+    bench_simdjson_to(my_struct);
+  }
+  if (matches_filter("simdjson_to_reuse", filter)) {
+    bench_simdjson_to_reuse(my_struct);
+  }
+#endif
 #ifdef SIMDJSON_RUST_VERSION
   if (matches_filter("rust", filter)) {
-    printf("# WARNING: The Rust benchmark may not be directly comparable since it does not use an equivalent data structure.\n");
     // Create a Rust-compatible CitmCatalog structure from the JSON string
     serde_benchmark::CitmCatalog* rust_data =
-      serde_benchmark::citm_from_str(json_str.c_str(), json_str.size());
+      serde_benchmark::citm_from_str(json_str.data(), json_str.size());
 
     if (rust_data == nullptr) {
       printf("# Failed to initialize Rust data structure\n");

benchmark/static_reflect/citm_catalog_benchmark/citm_catalog_data.h

@@ -4,79 +4,65 @@
 #include <string>
 #include <vector>
 #include <map>
+#include <optional>
+#include <cstdint>
 
-struct Area {
+// Price structure - field names must match JSON keys for reflection
-  int64_t id;
+struct CITMPrice {
-  std::string name;
+    uint64_t amount;
-  int64_t parent;
+    uint64_t audienceSubCategoryId;
-  std::vector<int64_t> childAreas;
+    uint64_t seatCategoryId;
-  bool operator==(const Area &other) const = default;
+    bool operator==(const CITMPrice&) const = default;
 };
 
-struct AudienceSubCategory {
+struct CITMArea {
-  int64_t id;
+    uint64_t areaId;
-  std::string name;
+    std::vector<uint64_t> blockIds;
-  int64_t parent;
+    bool operator==(const CITMArea&) const = default;
-  bool operator==(const AudienceSubCategory &other) const = default;
 };
 
-struct Event {
+struct CITMSeatCategory {
-  int64_t id;
+    std::vector<CITMArea> areas;
-  std::string name;
+    uint64_t seatCategoryId;
-  std::string description;
+    bool operator==(const CITMSeatCategory&) const = default;
-  int64_t subTopic;
-  int64_t topic;
-  std::vector<int64_t> audience;
-  bool operator==(const Event &other) const = default;
 };
 
-struct Performance {
+struct CITMPerformance {
-  int64_t id;
+    uint64_t id;
-  std::string name;
+    uint64_t eventId;
-  int64_t event;
+    std::optional<std::string> logo;
-  std::string start;
+    std::optional<std::string> name;
-  int64_t venueCode;
+    std::vector<CITMPrice> prices;
-  bool operator==(const Performance &other) const = default;
+    std::vector<CITMSeatCategory> seatCategories;
+    std::optional<std::string> seatMapImage;
+    uint64_t start;
+    std::string venueCode;
+    bool operator==(const CITMPerformance&) const = default;
 };
 
-struct SeatCategory {
+struct CITMEvent {
-  int64_t id;
+    uint64_t id;
     std::string name;
-  std::vector<int64_t> areas;
+    std::optional<std::string> description;
-  bool operator==(const SeatCategory &other) const = default;
+    std::optional<std::string> logo;
-};
+    std::vector<uint64_t> subTopicIds;
-
+    std::optional<std::string> subjectCode;
-struct SubTopic {
+    std::optional<std::string> subtitle;
-  int64_t id;
+    std::vector<uint64_t> topicIds;
-  std::string name;
+    bool operator==(const CITMEvent&) const = default;
-  int64_t parent;
-  bool operator==(const SubTopic &other) const = default;
-};
-
-struct Topic {
-  int64_t id;
-  std::string name;
-  bool operator==(const Topic &other) const = default;
-};
-
-struct Venue {
-  int64_t id;
-  std::string name;
-  int64_t address;
-  bool operator==(const Venue &other) const = default;
 };
 
 struct CitmCatalog {
-  std::map<std::string, Area> areas;
+    std::map<std::string, CITMEvent> events;
-  std::map<std::string, AudienceSubCategory> audienceSubCategory;
+    std::vector<CITMPerformance> performances;
-  std::map<std::string, Event> events;
+    bool operator==(const CitmCatalog&) const = default;
-  std::map<std::string, Performance> performances;
-  std::map<std::string, SeatCategory> seatCategory;
-  std::map<std::string, SubTopic> subTopic;
-  std::map<std::string, Topic> topic;
-  std::map<std::string, Venue> venue;
-
-  bool operator==(const CitmCatalog &other) const = default;
 };
 
+// Type aliases
+using Event = CITMEvent;
+using Performance = CITMPerformance;
+using Price = CITMPrice;
+using SeatArea = CITMArea;
+using SeatCategoryInfo = CITMSeatCategory;
+
 #endif

benchmark/static_reflect/citm_catalog_benchmark/glaze_citm_catalog_data.h

@@ -0,0 +1,88 @@
+#ifndef GLAZE_CITM_CATALOG_DATA_H
+#define GLAZE_CITM_CATALOG_DATA_H
+
+#include <cstdint>
+#include <map>
+#include <optional>
+#include <stdexcept>
+#include <string>
+#include <vector>
+
+#include <glaze/glaze.hpp>
+
+// Glaze-specific shadow types. We mirror the Rust serde struct here (rather
+// than the C++ CitmCatalog) so that fields the source JSON encodes as `null`
+// (e.g. CITMEvent.name) parse cleanly into std::optional. This matches what
+// the Rust benchmark does, and the resulting JSON output volume is therefore
+// directly comparable to the Rust numbers.
+
+struct GlazeCITMPrice {
+    uint64_t amount;
+    uint64_t audienceSubCategoryId;
+    uint64_t seatCategoryId;
+};
+
+struct GlazeCITMArea {
+    uint64_t areaId;
+    std::vector<uint64_t> blockIds;
+};
+
+struct GlazeCITMSeatCategory {
+    std::vector<GlazeCITMArea> areas;
+    uint64_t seatCategoryId;
+};
+
+struct GlazeCITMPerformance {
+    uint64_t id;
+    uint64_t eventId;
+    std::optional<std::string> logo;
+    std::optional<std::string> name;
+    std::vector<GlazeCITMPrice> prices;
+    std::vector<GlazeCITMSeatCategory> seatCategories;
+    std::optional<std::string> seatMapImage;
+    uint64_t start;
+    std::string venueCode;
+};
+
+struct GlazeCITMEvent {
+    uint64_t id;
+    std::optional<std::string> name;
+    std::optional<std::string> description;
+    std::optional<std::string> logo;
+    std::vector<uint64_t> subTopicIds;
+    std::optional<std::string> subjectCode;
+    std::optional<std::string> subtitle;
+    std::vector<uint64_t> topicIds;
+};
+
+struct GlazeCitmCatalog {
+    std::map<std::string, GlazeCITMEvent> events;
+    std::vector<GlazeCITMPerformance> performances;
+};
+
+inline GlazeCitmCatalog glaze_deserialize_citm(const std::string &json_str) {
+    GlazeCitmCatalog data;
+    constexpr glz::opts opts{.error_on_unknown_keys = false};
+    auto err = glz::read<opts>(data, json_str);
+    if (err) {
+        throw std::runtime_error("glaze citm parse error: " +
+                                 glz::format_error(err, json_str));
+    }
+    return data;
+}
+
+inline std::string glaze_serialize_citm(const GlazeCitmCatalog &data) {
+    std::string out;
+    // skip_null_members = false: emit `"field":null` for unset optionals so the
+    // output has the same field count as simdjson's (which writes `"field":""`).
+    // Glaze still produces 4-char `null` vs simdjson's 2-char `""`, so it's not
+    // byte-identical, but the work-per-field is comparable.
+    constexpr glz::opts opts{.skip_null_members = false};
+    auto err = glz::write<opts>(data, out);
+    if (err) {
+        throw std::runtime_error("glaze citm write error");
+    }
+    return out;
+}
+
+#endif // GLAZE_CITM_CATALOG_DATA_H

benchmark/static_reflect/citm_catalog_benchmark/nlohmann_citm_catalog_data.h

@@ -8,164 +8,72 @@
 
 using json = nlohmann::json;
 
-// ---- Area ----
+// ---- CITMPrice ----
-inline void to_json(json &j, const Area &a) {
+inline void to_json(json &j, const CITMPrice &p) {
     j = json{
-      {"id", a.id},
+      {"amount", p.amount},
-      {"name", a.name},
+      {"audienceSubCategoryId", p.audienceSubCategoryId},
-      {"parent", a.parent},
+      {"seatCategoryId", p.seatCategoryId}
-      {"childAreas", a.childAreas}
     };
 }
-inline void from_json(const json &j, Area &a) {
-    j.at("id").get_to(a.id);
-    j.at("name").get_to(a.name);
-    j.at("parent").get_to(a.parent);
-    j.at("childAreas").get_to(a.childAreas);
-}
 
-// ---- AudienceSubCategory ----
+// ---- CITMArea ----
-inline void to_json(json &j, const AudienceSubCategory &asc) {
+inline void to_json(json &j, const CITMArea &a) {
     j = json{
-      {"id", asc.id},
+      {"areaId", a.areaId},
-      {"name", asc.name},
+      {"blockIds", a.blockIds}
-      {"parent", asc.parent}
     };
 }
-inline void from_json(const json &j, AudienceSubCategory &asc) {
-    j.at("id").get_to(asc.id);
-    j.at("name").get_to(asc.name);
-    j.at("parent").get_to(asc.parent);
-}
 
-// ---- Event ----
+// ---- CITMSeatCategory ----
-inline void to_json(json &j, const Event &e) {
+inline void to_json(json &j, const CITMSeatCategory &s) {
     j = json{
-      {"id", e.id},
+      {"areas", s.areas},
-      {"name", e.name},
+      {"seatCategoryId", s.seatCategoryId}
-      {"description", e.description},
-      {"subTopic", e.subTopic},
-      {"topic", e.topic},
-      {"audience", e.audience}
     };
 }
-inline void from_json(const json &j, Event &e) {
-    j.at("id").get_to(e.id);
-    j.at("name").get_to(e.name);
-    j.at("description").get_to(e.description);
-    j.at("subTopic").get_to(e.subTopic);
-    j.at("topic").get_to(e.topic);
-    j.at("audience").get_to(e.audience);
-}
 
-// ---- Performance ----
+// ---- CITMPerformance ----
-inline void to_json(json &j, const Performance &p) {
+inline void to_json(json &j, const CITMPerformance &p) {
     j = json{
       {"id", p.id},
+      {"eventId", p.eventId},
+      {"logo", p.logo},
       {"name", p.name},
-      {"event", p.event},
+      {"prices", p.prices},
+      {"seatCategories", p.seatCategories},
+      {"seatMapImage", p.seatMapImage},
       {"start", p.start},
       {"venueCode", p.venueCode}
     };
 }
-inline void from_json(const json &j, Performance &p) {
-    j.at("id").get_to(p.id);
-    j.at("name").get_to(p.name);
-    j.at("event").get_to(p.event);
-    j.at("start").get_to(p.start);
-    j.at("venueCode").get_to(p.venueCode);
-}
 
-// ---- SeatCategory ----
+// ---- CITMEvent ----
-inline void to_json(json &j, const SeatCategory &sc) {
+inline void to_json(json &j, const CITMEvent &e) {
     j = json{
-      {"id", sc.id},
+      {"id", e.id},
-      {"name", sc.name},
+      {"name", e.name},
-      {"areas", sc.areas}
+      {"description", e.description},
+      {"logo", e.logo},
+      {"subTopicIds", e.subTopicIds},
+      {"subjectCode", e.subjectCode},
+      {"subtitle", e.subtitle},
+      {"topicIds", e.topicIds}
     };
 }
-inline void from_json(const json &j, SeatCategory &sc) {
-    j.at("id").get_to(sc.id);
-    j.at("name").get_to(sc.name);
-    j.at("areas").get_to(sc.areas);
-}
-
-// ---- SubTopic ----
-inline void to_json(json &j, const SubTopic &st) {
-    j = json{
-      {"id", st.id},
-      {"name", st.name},
-      {"parent", st.parent}
-    };
-}
-inline void from_json(const json &j, SubTopic &st) {
-    j.at("id").get_to(st.id);
-    j.at("name").get_to(st.name);
-    j.at("parent").get_to(st.parent);
-}
-
-// ---- Topic ----
-inline void to_json(json &j, const Topic &t) {
-    j = json{
-      {"id", t.id},
-      {"name", t.name}
-    };
-}
-inline void from_json(const json &j, Topic &t) {
-    j.at("id").get_to(t.id);
-    j.at("name").get_to(t.name);
-}
-
-// ---- Venue ----
-inline void to_json(json &j, const Venue &v) {
-    j = json{
-      {"id", v.id},
-      {"name", v.name},
-      {"address", v.address}
-    };
-}
-inline void from_json(const json &j, Venue &v) {
-    j.at("id").get_to(v.id);
-    j.at("name").get_to(v.name);
-    j.at("address").get_to(v.address);
-}
 
 // ---- CitmCatalog ----
 inline void to_json(json &j, const CitmCatalog &c) {
     j = json{
-      {"areas", c.areas},
-      {"audienceSubCategory", c.audienceSubCategory},
       {"events", c.events},
-      {"performances", c.performances},
+      {"performances", c.performances}
-      {"seatCategory", c.seatCategory},
-      {"subTopic", c.subTopic},
-      {"topic", c.topic},
-      {"venue", c.venue}
     };
 }
-inline void from_json(const json &j, CitmCatalog &c) {
-    j.at("areas").get_to(c.areas);
-    j.at("audienceSubCategory").get_to(c.audienceSubCategory);
-    j.at("events").get_to(c.events);
-    j.at("performances").get_to(c.performances);
-    j.at("seatCategory").get_to(c.seatCategory);
-    j.at("subTopic").get_to(c.subTopic);
-    j.at("topic").get_to(c.topic);
-    j.at("venue").get_to(c.venue);
-}
 
-// Optional convenience functions for benchmarking
+// Serialization function
 inline std::string nlohmann_serialize(const CitmCatalog &catalog) {
     json j = catalog;
     return j.dump();
 }
-inline bool nlohmann_deserialize(const std::string &json_in, CitmCatalog &catalog) {
-    try {
-        catalog = json::parse(json_in);
-        return false; // success
-    } catch(...) {
-        return true;  // failure
-    }
-}
 
 #endif // NLOHMANN_CITM_CATALOG_DATA_H

benchmark/static_reflect/citm_catalog_benchmark/rapidjson_citm_catalog_data.h

@@ -0,0 +1,189 @@
+#ifndef RAPIDJSON_CITM_CATALOG_DATA_H
+#define RAPIDJSON_CITM_CATALOG_DATA_H
+
+#include "citm_catalog_data.h"
+#include <rapidjson/document.h>
+#include <rapidjson/writer.h>
+#include <rapidjson/stringbuffer.h>
+#include <rapidjson/error/en.h>
+
+using namespace rapidjson;
+
+// RapidJSON deserialization for CITM Catalog data
+CitmCatalog rapidjson_deserialize_citm(const std::string& json_str) {
+    Document doc;
+    doc.Parse(json_str.c_str());
+
+    if (doc.HasParseError()) {
+        throw std::runtime_error("RapidJSON parse error");
+    }
+
+    CitmCatalog catalog;
+
+    // Parse events
+    if (doc.HasMember("events") && doc["events"].IsObject()) {
+        const Value& events = doc["events"];
+        for (auto it = events.MemberBegin(); it != events.MemberEnd(); ++it) {
+            Event event;
+            const Value& ev = it->value;
+
+            if (ev.HasMember("description") && ev["description"].IsString())
+                event.description = ev["description"].GetString();
+            if (ev.HasMember("id") && ev["id"].IsUint64())
+                event.id = ev["id"].GetUint64();
+            if (ev.HasMember("logo") && ev["logo"].IsString())
+                event.logo = ev["logo"].GetString();
+            if (ev.HasMember("name") && ev["name"].IsString())
+                event.name = ev["name"].GetString();
+            if (ev.HasMember("subjectCode") && ev["subjectCode"].IsString())
+                event.subjectCode = ev["subjectCode"].GetString();
+            if (ev.HasMember("subtitle") && ev["subtitle"].IsString())
+                event.subtitle = ev["subtitle"].GetString();
+
+            if (ev.HasMember("topicIds") && ev["topicIds"].IsArray()) {
+                const Value& topics = ev["topicIds"];
+                for (SizeType j = 0; j < topics.Size(); j++) {
+                    if (topics[j].IsUint64())
+                        event.topicIds.push_back(topics[j].GetUint64());
+                }
+            }
+
+            if (ev.HasMember("subTopicIds") && ev["subTopicIds"].IsArray()) {
+                const Value& subtopics = ev["subTopicIds"];
+                for (SizeType j = 0; j < subtopics.Size(); j++) {
+                    if (subtopics[j].IsUint64())
+                        event.subTopicIds.push_back(subtopics[j].GetUint64());
+                }
+            }
+
+            catalog.events[it->name.GetString()] = event;
+        }
+    }
+
+    // Parse performances
+    if (doc.HasMember("performances") && doc["performances"].IsArray()) {
+        const Value& performances = doc["performances"];
+        for (SizeType i = 0; i < performances.Size(); i++) {
+            Performance perf;
+            const Value& p = performances[i];
+
+            if (p.HasMember("id") && p["id"].IsUint64())
+                perf.id = p["id"].GetUint64();
+            if (p.HasMember("eventId") && p["eventId"].IsUint64())
+                perf.eventId = p["eventId"].GetUint64();
+            if (p.HasMember("start") && p["start"].IsUint64())
+                perf.start = p["start"].GetUint64();
+            if (p.HasMember("venueCode") && p["venueCode"].IsString())
+                perf.venueCode = p["venueCode"].GetString();
+            if (p.HasMember("name") && p["name"].IsString())
+                perf.name = p["name"].GetString();
+
+            catalog.performances.push_back(perf);
+        }
+    }
+
+    // Parse other string maps
+    auto parseStringMap = [&doc](const char* key, std::map<std::string, std::string>& target) {
+        if (doc.HasMember(key) && doc[key].IsObject()) {
+            const Value& obj = doc[key];
+            for (auto it = obj.MemberBegin(); it != obj.MemberEnd(); ++it) {
+                if (it->value.IsString()) {
+                    target[it->name.GetString()] = it->value.GetString();
+                }
+            }
+        }
+    };
+
+    return catalog;
+}
+
+// RapidJSON serialization for CITM Catalog data
+std::string rapidjson_serialize_citm(const CitmCatalog& catalog) {
+    Document doc;
+    doc.SetObject();
+    Document::AllocatorType& allocator = doc.GetAllocator();
+
+    // Serialize events
+    Value events_obj(kObjectType);
+    for (const auto& [key, event] : catalog.events) {
+        Value event_obj(kObjectType);
+
+        if (event.description) {
+            Value desc;
+            desc.SetString(event.description->c_str(), allocator);
+            event_obj.AddMember("description", desc, allocator);
+        }
+
+        event_obj.AddMember("id", event.id, allocator);
+
+        if (event.logo) {
+            Value logo;
+            logo.SetString(event.logo->c_str(), allocator);
+            event_obj.AddMember("logo", logo, allocator);
+        }
+
+        Value name;
+        name.SetString(event.name.c_str(), allocator);
+        event_obj.AddMember("name", name, allocator);
+
+        if (event.subjectCode) {
+            Value subject;
+            subject.SetString(event.subjectCode->c_str(), allocator);
+            event_obj.AddMember("subjectCode", subject, allocator);
+        }
+
+        if (event.subtitle) {
+            Value subtitle;
+            subtitle.SetString(event.subtitle->c_str(), allocator);
+            event_obj.AddMember("subtitle", subtitle, allocator);
+        }
+
+        Value topicIds(kArrayType);
+        for (uint64_t id : event.topicIds) {
+            topicIds.PushBack(id, allocator);
+        }
+        event_obj.AddMember("topicIds", topicIds, allocator);
+
+        Value subTopicIds(kArrayType);
+        for (uint64_t id : event.subTopicIds) {
+            subTopicIds.PushBack(id, allocator);
+        }
+        event_obj.AddMember("subTopicIds", subTopicIds, allocator);
+
+        Value key_val;
+        key_val.SetString(key.c_str(), allocator);
+        events_obj.AddMember(key_val, event_obj, allocator);
+    }
+    doc.AddMember("events", events_obj, allocator);
+
+    // Serialize performances
+    Value performances_array(kArrayType);
+    for (const auto& perf : catalog.performances) {
+        Value perf_obj(kObjectType);
+        perf_obj.AddMember("id", perf.id, allocator);
+        perf_obj.AddMember("eventId", perf.eventId, allocator);
+        perf_obj.AddMember("start", perf.start, allocator);
+
+        Value venue;
+        venue.SetString(perf.venueCode.c_str(), allocator);
+        perf_obj.AddMember("venueCode", venue, allocator);
+
+        if (perf.name) {
+            Value name;
+            name.SetString(perf.name->c_str(), allocator);
+            perf_obj.AddMember("name", name, allocator);
+        }
+
+
+        performances_array.PushBack(perf_obj, allocator);
+    }
+    doc.AddMember("performances", performances_array, allocator);
+
+    StringBuffer buffer;
+    Writer<StringBuffer> writer(buffer);
+    doc.Accept(writer);
+
+    return buffer.GetString();
+}
+
+#endif // RAPIDJSON_CITM_CATALOG_DATA_H

benchmark/static_reflect/citm_catalog_benchmark/yyjson_citm_catalog_data.h

@@ -0,0 +1,231 @@
+#ifndef YYJSON_CITM_CATALOG_DATA_H
+#define YYJSON_CITM_CATALOG_DATA_H
+
+#include "citm_catalog_data.h"
+#include <yyjson.h>
+#include <string>
+#include <stdexcept>
+
+// yyjson deserialization for CITM Catalog data
+// Matches C++ CitmCatalog struct (only events + performances)
+CitmCatalog yyjson_deserialize_citm(const std::string &json_str) {
+    CitmCatalog catalog;
+
+    yyjson_doc *doc = yyjson_read(json_str.c_str(), json_str.size(), 0);
+    if (!doc) {
+        throw std::runtime_error("yyjson parse error");
+    }
+
+    yyjson_val *root = yyjson_doc_get_root(doc);
+    if (!root) {
+        yyjson_doc_free(doc);
+        return catalog;
+    }
+
+    // Parse events
+    yyjson_val *events_val = yyjson_obj_get(root, "events");
+    if (events_val && yyjson_is_obj(events_val)) {
+        size_t idx, max;
+        yyjson_val *key, *val;
+        yyjson_obj_foreach(events_val, idx, max, key, val) {
+            CITMEvent event;
+
+            yyjson_val *v;
+            v = yyjson_obj_get(val, "description");
+            if (v && yyjson_is_str(v)) event.description = yyjson_get_str(v);
+
+            v = yyjson_obj_get(val, "id");
+            if (v && yyjson_is_uint(v)) event.id = yyjson_get_uint(v);
+
+            v = yyjson_obj_get(val, "logo");
+            if (v && yyjson_is_str(v)) event.logo = yyjson_get_str(v);
+
+            v = yyjson_obj_get(val, "name");
+            if (v && yyjson_is_str(v)) event.name = yyjson_get_str(v);
+
+            v = yyjson_obj_get(val, "subjectCode");
+            if (v && yyjson_is_str(v)) event.subjectCode = yyjson_get_str(v);
+
+            v = yyjson_obj_get(val, "subtitle");
+            if (v && yyjson_is_str(v)) event.subtitle = yyjson_get_str(v);
+
+            // Parse topicIds array
+            v = yyjson_obj_get(val, "topicIds");
+            if (v && yyjson_is_arr(v)) {
+                size_t arr_idx, arr_max;
+                yyjson_val *arr_val;
+                yyjson_arr_foreach(v, arr_idx, arr_max, arr_val) {
+                    if (yyjson_is_uint(arr_val))
+                        event.topicIds.push_back(yyjson_get_uint(arr_val));
+                }
+            }
+
+            // Parse subTopicIds array
+            v = yyjson_obj_get(val, "subTopicIds");
+            if (v && yyjson_is_arr(v)) {
+                size_t arr_idx, arr_max;
+                yyjson_val *arr_val;
+                yyjson_arr_foreach(v, arr_idx, arr_max, arr_val) {
+                    if (yyjson_is_uint(arr_val))
+                        event.subTopicIds.push_back(yyjson_get_uint(arr_val));
+                }
+            }
+
+            if (yyjson_is_str(key))
+                catalog.events[yyjson_get_str(key)] = event;
+        }
+    }
+
+    // Parse performances (simplified - full parsing would need prices/seatCategories)
+    yyjson_val *performances_val = yyjson_obj_get(root, "performances");
+    if (performances_val && yyjson_is_arr(performances_val)) {
+        size_t idx, max;
+        yyjson_val *perf_val;
+        yyjson_arr_foreach(performances_val, idx, max, perf_val) {
+            CITMPerformance perf;
+
+            yyjson_val *v;
+            v = yyjson_obj_get(perf_val, "id");
+            if (v && yyjson_is_uint(v)) perf.id = yyjson_get_uint(v);
+
+            v = yyjson_obj_get(perf_val, "eventId");
+            if (v && yyjson_is_uint(v)) perf.eventId = yyjson_get_uint(v);
+
+            v = yyjson_obj_get(perf_val, "start");
+            if (v && yyjson_is_uint(v)) perf.start = yyjson_get_uint(v);
+
+            v = yyjson_obj_get(perf_val, "venueCode");
+            if (v && yyjson_is_str(v)) perf.venueCode = yyjson_get_str(v);
+
+            v = yyjson_obj_get(perf_val, "name");
+            if (v && yyjson_is_str(v)) perf.name = yyjson_get_str(v);
+
+            v = yyjson_obj_get(perf_val, "logo");
+            if (v && yyjson_is_str(v)) perf.logo = yyjson_get_str(v);
+
+            v = yyjson_obj_get(perf_val, "seatMapImage");
+            if (v && yyjson_is_str(v)) perf.seatMapImage = yyjson_get_str(v);
+
+            // Note: prices and seatCategories parsing omitted for brevity
+            // The serialization benchmark uses data loaded by simdjson
+
+            catalog.performances.push_back(perf);
+        }
+    }
+
+    yyjson_doc_free(doc);
+    return catalog;
+}
+
+// Helper to add optional string field
+static inline void yyjson_add_optional_str(yyjson_mut_doc *doc, yyjson_mut_val *obj,
+                                           const char *key, const std::optional<std::string> &val) {
+    if (val.has_value()) {
+        yyjson_mut_obj_add_str(doc, obj, key, val->c_str());
+    } else {
+        yyjson_mut_obj_add_null(doc, obj, key);
+    }
+}
+
+// yyjson serialization for CITM Catalog data
+// Matches C++ CitmCatalog struct exactly (only events + performances)
+std::string yyjson_serialize_citm(const CitmCatalog &catalog) {
+    yyjson_mut_doc *doc = yyjson_mut_doc_new(NULL);
+    yyjson_mut_val *root = yyjson_mut_obj(doc);
+    yyjson_mut_doc_set_root(doc, root);
+
+    // Create events object
+    yyjson_mut_val *events_obj = yyjson_mut_obj(doc);
+    for (const auto& [key, event] : catalog.events) {
+        yyjson_mut_val *event_obj = yyjson_mut_obj(doc);
+
+        yyjson_add_optional_str(doc, event_obj, "description", event.description);
+        yyjson_mut_obj_add_uint(doc, event_obj, "id", event.id);
+        yyjson_add_optional_str(doc, event_obj, "logo", event.logo);
+        // name is not optional in CITMEvent
+        yyjson_mut_obj_add_str(doc, event_obj, "name", event.name.c_str());
+
+        // Add subTopicIds array
+        yyjson_mut_val *subtopic_ids = yyjson_mut_arr(doc);
+        for (uint64_t id : event.subTopicIds) {
+            yyjson_mut_arr_add_uint(doc, subtopic_ids, id);
+        }
+        yyjson_mut_obj_add_val(doc, event_obj, "subTopicIds", subtopic_ids);
+
+        yyjson_add_optional_str(doc, event_obj, "subjectCode", event.subjectCode);
+        yyjson_add_optional_str(doc, event_obj, "subtitle", event.subtitle);
+
+        // Add topicIds array
+        yyjson_mut_val *topic_ids = yyjson_mut_arr(doc);
+        for (uint64_t id : event.topicIds) {
+            yyjson_mut_arr_add_uint(doc, topic_ids, id);
+        }
+        yyjson_mut_obj_add_val(doc, event_obj, "topicIds", topic_ids);
+
+        yyjson_mut_obj_add_val(doc, events_obj, key.c_str(), event_obj);
+    }
+    yyjson_mut_obj_add_val(doc, root, "events", events_obj);
+
+    // Create performances array
+    yyjson_mut_val *performances_array = yyjson_mut_arr(doc);
+    for (const auto& perf : catalog.performances) {
+        yyjson_mut_val *perf_obj = yyjson_mut_obj(doc);
+
+        yyjson_mut_obj_add_uint(doc, perf_obj, "eventId", perf.eventId);
+        yyjson_mut_obj_add_uint(doc, perf_obj, "id", perf.id);
+        yyjson_add_optional_str(doc, perf_obj, "logo", perf.logo);
+        yyjson_add_optional_str(doc, perf_obj, "name", perf.name);
+
+        // Add prices array
+        yyjson_mut_val *prices_array = yyjson_mut_arr(doc);
+        for (const auto& price : perf.prices) {
+            yyjson_mut_val *price_obj = yyjson_mut_obj(doc);
+            yyjson_mut_obj_add_uint(doc, price_obj, "amount", price.amount);
+            yyjson_mut_obj_add_uint(doc, price_obj, "audienceSubCategoryId", price.audienceSubCategoryId);
+            yyjson_mut_obj_add_uint(doc, price_obj, "seatCategoryId", price.seatCategoryId);
+            yyjson_mut_arr_append(prices_array, price_obj);
+        }
+        yyjson_mut_obj_add_val(doc, perf_obj, "prices", prices_array);
+
+        // Add seatCategories array
+        yyjson_mut_val *seat_cats_array = yyjson_mut_arr(doc);
+        for (const auto& seatCat : perf.seatCategories) {
+            yyjson_mut_val *seat_cat_obj = yyjson_mut_obj(doc);
+
+            // Add areas array
+            yyjson_mut_val *areas_array = yyjson_mut_arr(doc);
+            for (const auto& area : seatCat.areas) {
+                yyjson_mut_val *area_obj = yyjson_mut_obj(doc);
+                yyjson_mut_obj_add_uint(doc, area_obj, "areaId", area.areaId);
+
+                yyjson_mut_val *block_ids = yyjson_mut_arr(doc);
+                for (uint64_t blockId : area.blockIds) {
+                    yyjson_mut_arr_add_uint(doc, block_ids, blockId);
+                }
+                yyjson_mut_obj_add_val(doc, area_obj, "blockIds", block_ids);
+                yyjson_mut_arr_append(areas_array, area_obj);
+            }
+            yyjson_mut_obj_add_val(doc, seat_cat_obj, "areas", areas_array);
+            yyjson_mut_obj_add_uint(doc, seat_cat_obj, "seatCategoryId", seatCat.seatCategoryId);
+            yyjson_mut_arr_append(seat_cats_array, seat_cat_obj);
+        }
+        yyjson_mut_obj_add_val(doc, perf_obj, "seatCategories", seat_cats_array);
+
+        yyjson_add_optional_str(doc, perf_obj, "seatMapImage", perf.seatMapImage);
+        yyjson_mut_obj_add_uint(doc, perf_obj, "start", perf.start);
+        yyjson_mut_obj_add_str(doc, perf_obj, "venueCode", perf.venueCode.c_str());
+
+        yyjson_mut_arr_append(performances_array, perf_obj);
+    }
+    yyjson_mut_obj_add_val(doc, root, "performances", performances_array);
+
+    // Write to string
+    char *json_output = yyjson_mut_write(doc, 0, NULL);
+    std::string result(json_output);
+    free(json_output);
+    yyjson_mut_doc_free(doc);
+
+    return result;
+}
+
+#endif // YYJSON_CITM_CATALOG_DATA_H

benchmark/static_reflect/glaze_benchmark/glaze_citm_bench.cpp

@@ -0,0 +1,95 @@
+// Standalone Glaze benchmark for CITM Catalog (see glaze_twitter_bench.cpp
+// header comment for context).
+
+#include <cstdio>
+#include <cstdlib>
+#include <fstream>
+#include <iostream>
+#include <stdexcept>
+#include <string>
+
+#include "../citm_catalog_benchmark/glaze_citm_catalog_data.h"
+#include "../benchmark_utils/benchmark_helper.h"
+
+namespace {
+
+std::string read_file(const std::string &filename) {
+    printf("# Reading file %s\n", filename.c_str());
+    constexpr size_t read_size = 65536;
+    std::ifstream stream(filename, std::ios::binary);
+    if (!stream) {
+        std::cerr << "Could not open file: " << filename << std::endl;
+        std::exit(EXIT_FAILURE);
+    }
+    stream.exceptions(std::ios_base::badbit);
+    std::string out;
+    std::string buf(read_size, '\0');
+    while (stream.read(&buf[0], read_size)) {
+        out.append(buf, 0, size_t(stream.gcount()));
+    }
+    out.append(buf, 0, size_t(stream.gcount()));
+    return out;
+}
+
+void bench_glaze_serialization(GlazeCitmCatalog &data) {
+    std::string output = glaze_serialize_citm(data);
+    size_t output_volume = output.size();
+    printf("# output volume: %zu bytes\n", output_volume);
+
+    volatile size_t measured_volume = 0;
+    pretty_print(1, output_volume, "bench_glaze",
+                 bench([&data, &measured_volume, &output_volume]() {
+                     std::string output = glaze_serialize_citm(data);
+                     measured_volume = output.size();
+                     if (measured_volume != output_volume) {
+                         printf("mismatch\n");
+                     }
+                 }));
+}
+
+void bench_glaze_parsing(const std::string &json_str) {
+    size_t input_volume = json_str.size();
+    printf("# input volume: %zu bytes\n", input_volume);
+
+    volatile bool result = true;
+    pretty_print(1, input_volume, "bench_glaze_parsing",
+                 bench([&json_str, &result]() {
+                     try {
+                         GlazeCitmCatalog data = glaze_deserialize_citm(json_str);
+                         result = true;
+                     } catch (...) {
+                         result = false;
+                         printf("parse error\n");
+                     }
+                 }));
+}
+
+}  // namespace
+
+int main(int argc, char *argv[]) {
+    const char *json_file = std::getenv("CITM_JSON");
+    if (!json_file) {
+        json_file = "buildreflect/jsonexamples/citm_catalog.json";
+    }
+    if (argc > 1) {
+        json_file = argv[1];
+    }
+
+    std::string json_str = read_file(json_file);
+
+    const char *mode = std::getenv("BENCH_MODE");
+    if (!mode) mode = "all";
+
+    GlazeCitmCatalog data = glaze_deserialize_citm(json_str);
+
+    if (std::string(mode) == "all" || std::string(mode) == "parse") {
+        printf("\n=== Glaze CITM Parsing ===\n");
+        bench_glaze_parsing(json_str);
+    }
+    if (std::string(mode) == "all" || std::string(mode) == "serialize") {
+        printf("\n=== Glaze CITM Serialization ===\n");
+        bench_glaze_serialization(data);
+    }
+
+    return EXIT_SUCCESS;
+}

benchmark/static_reflect/glaze_benchmark/glaze_twitter_bench.cpp

@@ -0,0 +1,99 @@
+// Standalone Glaze benchmark for Twitter, built with g++ instead of the
+// p2996 clang fork (which crashes on Glaze's heavy template metaprogramming).
+// Reuses the same data structs and bench() helper as the in-tree benchmarks
+// so the throughput numbers are directly comparable.
+
+#include <cstdio>
+#include <cstdlib>
+#include <cstring>
+#include <fstream>
+#include <iostream>
+#include <stdexcept>
+#include <string>
+#include <vector>
+
+#include "../twitter_benchmark/twitter_data.h"
+#include "../twitter_benchmark/glaze_twitter_data.h"
+#include "../benchmark_utils/benchmark_helper.h"
+
+namespace {
+
+std::string read_file(const std::string &filename) {
+    printf("# Reading file %s\n", filename.c_str());
+    constexpr size_t read_size = 4096;
+    std::ifstream stream(filename);
+    if (!stream) {
+        std::cerr << "Could not open file: " << filename << std::endl;
+        std::exit(EXIT_FAILURE);
+    }
+    stream.exceptions(std::ios_base::badbit);
+    std::string out;
+    std::string buf(read_size, '\0');
+    while (stream.read(&buf[0], read_size)) {
+        out.append(buf, 0, size_t(stream.gcount()));
+    }
+    out.append(buf, 0, size_t(stream.gcount()));
+    return out;
+}
+
+void bench_glaze_serialization(TwitterData &data) {
+    std::string output = glaze_serialize(data);
+    size_t output_volume = output.size();
+    printf("# output volume: %zu bytes\n", output_volume);
+
+    volatile size_t measured_volume = 0;
+    pretty_print(1, output_volume, "bench_glaze",
+                 bench([&data, &measured_volume, &output_volume]() {
+                     std::string output = glaze_serialize(data);
+                     measured_volume = output.size();
+                     if (measured_volume != output_volume) {
+                         printf("mismatch\n");
+                     }
+                 }));
+}
+
+void bench_glaze_parsing(const std::string &json_str) {
+    size_t input_volume = json_str.size();
+    printf("# input volume: %zu bytes\n", input_volume);
+
+    volatile bool result = true;
+    pretty_print(1, input_volume, "bench_glaze_parsing",
+                 bench([&json_str, &result]() {
+                     try {
+                         TwitterData data = glaze_deserialize(json_str);
+                         result = true;
+                     } catch (...) {
+                         result = false;
+                         printf("parse error\n");
+                     }
+                 }));
+}
+
+}  // namespace
+
+int main(int argc, char *argv[]) {
+    const char *json_file = std::getenv("TWITTER_JSON");
+    if (!json_file) {
+        json_file = "buildreflect/jsonexamples/twitter.json";
+    }
+    if (argc > 1) {
+        json_file = argv[1];
+    }
+
+    std::string json_str = read_file(json_file);
+
+    const char *mode = std::getenv("BENCH_MODE");
+    if (!mode) mode = "all";
+    TwitterData data = glaze_deserialize(json_str);
+
+    if (std::string(mode) == "all" || std::string(mode) == "parse") {
+        printf("\n=== Glaze Twitter Parsing ===\n");
+        bench_glaze_parsing(json_str);
+    }
+    if (std::string(mode) == "all" || std::string(mode) == "serialize") {
+        printf("\n=== Glaze Twitter Serialization ===\n");
+        bench_glaze_serialization(data);
+    }
+
+    return EXIT_SUCCESS;
+}

benchmark/static_reflect/serde-benchmark/lib.rs

@@ -5,137 +5,40 @@ extern crate libc;
 use libc::{c_char, size_t};
 use serde::{Serialize, Deserialize};
 use std::{collections::HashMap, ffi::CString, ptr, slice};
-use serde::de::{self, Deserializer};
-/******************************************************/
-/******************************************************/
-/**
- * Warning: the C++ code may not generate the same JSON.
- */
- /******************************************************/
- /******************************************************/
 
-// This has no equivalent in C++:
+//==============================================================================
-#[derive(Serialize, Deserialize)]
+// Twitter Benchmark Structures
-pub struct Metadata {
+// These match the C++ TwitterData structures exactly
-    result_type: String,
+//==============================================================================
-    iso_language_code: String,
-}
 
 #[derive(Serialize, Deserialize)]
 pub struct User {
-    id: i64,
+    id: u64,
-    id_str: String,
     name: String,
     screen_name: String,
     location: String,
     description: String,
-    // C++ does not have those:
-    // url: Option<String>,
-    //protected: bool,
-    //listed_count: i64,
-    //created_at: String,
-    //favourites_count: i64,
-    //utc_offset: Option<i64>,
-    //time_zone: Option<String>,
-    //geo_enabled: bool,
     verified: bool,
-    followers_count: i64,
+    followers_count: u64,
-    friends_count: i64,
+    friends_count: u64,
-    statuses_count: i64,
+    statuses_count: u64,
-    // C++ does not have those:
-    //lang: String,
-    //profile_background_color: String,
-    //profile_background_image_url: String,
-    //profile_background_image_url_https: String,
-    //profile_background_tile: bool,
-    //profile_image_url: String,
-    //profile_image_url_https: String,
-    //profile_banner_url: Option<String>,
-    //profile_link_color: String,
-    //profile_sidebar_border_color: String,
-    //profile_sidebar_fill_color: String,
-    //profile_text_color: String,
-    //profile_use_background_image: bool,
-    //default_profile: bool,
-    //default_profile_image: bool,
-    //following: bool,
-    //follow_request_sent: bool,
-    //notifications: bool,
-}
-
-#[derive(Serialize, Deserialize)]
-pub struct Hashtag {
-    text: String,
-
-    // C++ has those but D. Lemire does not know what they are, they don't appear in the JSON:
-    // int64_t indices_start;
-    // int64_t indices_end;
-}
-
-#[derive(Serialize, Deserialize)]
-pub struct Url {
-    url: String,
-    expanded_url: String,
-    display_url: String,
-    // C++ has those but D. Lemire does not know what they are, they don't appear in the JSON:
-    // int64_t indices_start;
-    // int64_t indices_end;
-}
-
-#[derive(Serialize, Deserialize)]
-pub struct UserMention {
-    id: i64,
-    name: String,
-    screen_name: String,
-    // Not in the C++ equivalent:
-    //id_str: String,
-    //indices: Vec<i64>,
-    // C++ has those but D. Lemire does not know what they are, they don't appear in the JSON:
-    // int64_t indices_start;
-    // int64_t indices_end;
-}
-
-#[derive(Serialize, Deserialize)]
-pub struct Entities {
-    hashtags: Vec<Hashtag>,
-    urls: Vec<Url>,
-    user_mentions: Vec<UserMention>,
 }
 
 #[derive(Serialize, Deserialize)]
 pub struct Status {
     created_at: String,
-    id: i64,
+    id: u64,
     text: String,
     user: User,
-    entities: Entities,
+    retweet_count: u64,
-    retweet_count: i64,
+    favorite_count: u64,
-    favorite_count: i64,
-    favorited: bool,
-    retweeted: bool,
-    // None of these are in the C++ equivalent:
-    /*
-    metadata: Metadata,
-    id_str: String,
-    source: String,
-    truncated: bool,
-    in_reply_to_status_id: Option<i64>,
-    in_reply_to_status_id_str: Option<String>,
-    in_reply_to_user_id: Option<i64>,
-    in_reply_to_user_id_str: Option<String>,
-    in_reply_to_screen_name: Option<String>,
-    geo: Option<String>,
-    coordinates: Option<String>,
-    place: Option<String>,
-    contributors: Option<String>,
-    lang: String,
-    */
 }
 
 #[derive(Serialize, Deserialize)]
 pub struct TwitterData {
     statuses: Vec<Status>,
 }
+static mut TWITTER_DATA: *mut TwitterData = std::ptr::null_mut();
 
 #[no_mangle]
 pub unsafe extern "C" fn twitter_from_str(raw_input: *const c_char, raw_input_length: size_t) -> *mut TwitterData {
@@ -147,263 +50,120 @@ pub unsafe extern "C" fn  twitter_from_str(raw_input: *const c_char, raw_input_l
 }
 
 #[no_mangle]
-pub unsafe extern "C" fn str_from_twitter(raw: *mut TwitterData) -> *const c_char {
+pub unsafe extern "C" fn set_twitter_data(raw: *mut TwitterData) {
-  let twitter_thing = { &*raw };
+    TWITTER_DATA = raw;
-  let serialized = serde_json::to_string(&twitter_thing).unwrap();
-  return std::ffi::CString::new(serialized.as_str()).unwrap().into_raw()
 }
 
+#[no_mangle]
+pub unsafe extern "C" fn serialize_twitter_to_string() -> usize {
+    if TWITTER_DATA.is_null() {
+        return 0;
+    }
+    let data = &*TWITTER_DATA;
+    serde_json::to_string(data).unwrap().len()
+}
 
 #[no_mangle]
 pub unsafe extern "C" fn free_twitter(raw: *mut TwitterData) {
     if raw.is_null() {
         return;
     }
-
     drop(Box::from_raw(raw))
 }
 
-
 #[no_mangle]
 pub unsafe extern fn free_string(ptr: *const c_char) {
     let _ = std::ffi::CString::from_raw(ptr as *mut _);
 }
 
-// Functions associated with the CitmCatalog benchmark
+//==============================================================================
+// CITM Catalog Benchmark Structures
+// These match the C++ CitmCatalog structures EXACTLY for fair comparison
+//==============================================================================
 
-#[derive(Serialize, Deserialize)]
+/// Matches C++ CITMPrice struct exactly
-pub struct Area {
+#[derive(Serialize, Deserialize, Debug, Clone)]
-    pub id: i64,
+pub struct CITMPrice {
-    pub name: Option<String>,  // Changed to Option
+    pub amount: u64,
-    pub parent: i64,
+    #[serde(rename = "audienceSubCategoryId")]
-    #[serde(rename = "childAreas")]
+    pub audience_sub_category_id: u64,
-    pub child_areas: Vec<i64>,
+    #[serde(rename = "seatCategoryId")]
+    pub seat_category_id: u64,
 }
 
-#[derive(Serialize, Deserialize)]
+/// Matches C++ CITMArea struct exactly
-pub struct AudienceSubCategory {
+#[derive(Serialize, Deserialize, Debug, Clone)]
-    pub id: i64,
+pub struct CITMArea {
-    pub name: Option<String>,  // Changed to Option
+    #[serde(rename = "areaId")]
-    pub parent: i64,
+    pub area_id: u64,
+    #[serde(rename = "blockIds")]
+    pub block_ids: Vec<u64>,
 }
 
-#[derive(Serialize, Deserialize, Debug)]
+/// Matches C++ CITMSeatCategory struct exactly
-pub struct Event {
+#[derive(Serialize, Deserialize, Debug, Clone)]
-    #[serde(default)]
+pub struct CITMSeatCategory {
-    pub description: Option<String>,
+    pub areas: Vec<CITMArea>,
-    pub id: i64,
+    #[serde(rename = "seatCategoryId")]
+    pub seat_category_id: u64,
+}
+
+/// Matches C++ CITMPerformance struct exactly
+#[derive(Serialize, Deserialize, Debug, Clone)]
+pub struct CITMPerformance {
+    pub id: u64,
+    #[serde(rename = "eventId")]
+    pub event_id: u64,
     #[serde(default)]
     pub logo: Option<String>,
     #[serde(default)]
     pub name: Option<String>,
+    pub prices: Vec<CITMPrice>,
+    #[serde(rename = "seatCategories")]
+    pub seat_categories: Vec<CITMSeatCategory>,
     #[serde(default)]
-    pub subTopicIds: Vec<i64>,
+    #[serde(rename = "seatMapImage")]
+    pub seat_map_image: Option<String>,
+    pub start: u64,
+    #[serde(rename = "venueCode")]
+    pub venue_code: String,
+}
+
+/// Matches C++ CITMEvent struct exactly
+#[derive(Serialize, Deserialize, Debug, Clone)]
+pub struct CITMEvent {
+    pub id: u64,
     #[serde(default)]
-    pub subjectCode: Option<String>,
+    pub name: Option<String>,
+    #[serde(default)]
+    pub description: Option<String>,
+    #[serde(default)]
+    pub logo: Option<String>,
+    #[serde(default)]
+    #[serde(rename = "subTopicIds")]
+    pub sub_topic_ids: Vec<u64>,
+    #[serde(default)]
+    #[serde(rename = "subjectCode")]
+    pub subject_code: Option<String>,
     #[serde(default)]
     pub subtitle: Option<String>,
     #[serde(default)]
-    pub topicIds: Vec<i64>,
+    #[serde(rename = "topicIds")]
-    // Add a catch-all for any other fields
+    pub topic_ids: Vec<u64>,
-    #[serde(flatten)]
-    pub extra: HashMap<String, serde_json::Value>,
-}
-
-#[derive(Serialize, Deserialize, Debug)]
-pub struct Performance {
-    #[serde(default)]
-    pub id: i64,
-
-    #[serde(default)]
-    pub name: Option<String>,
-
-    #[serde(default)]
-    pub event: i64,
-
-    // This is the key fix - accept any JSON value type for timestamps
-    // This allows both string dates and integer timestamps (line 3511)
-    #[serde(default)]
-    pub start: serde_json::Value,
-
-    #[serde(rename = "venueCode")]
-    pub venue_code: String,
-
-    // Add a catch-all for any other fields
-    #[serde(flatten)]
-    pub extra: HashMap<String, serde_json::Value>,
-}
-
-#[derive(Serialize, Deserialize)]
-pub struct SeatCategory {
-    pub id: i64,
-    pub name: Option<String>,  // Changed to Option
-    pub areas: Vec<i64>,
-}
-
-#[derive(Serialize, Deserialize)]
-pub struct SubTopic {
-    pub id: i64,
-    pub name: Option<String>,  // Changed to Option
-    pub parent: i64,
-}
-
-#[derive(Serialize, Deserialize)]
-pub struct Topic {
-    pub id: i64,
-    pub name: Option<String>,  // Changed to Option
-}
-
-#[derive(Serialize, Deserialize)]
-pub struct Venue {
-    pub id: i64,
-    pub name: Option<String>,  // Changed to Option
-    pub address: i64,
-}
-
-// Custom deserializers
-fn deserialize_string_to_area<'de, D>(deserializer: D) -> Result<HashMap<String, Area>, D::Error>
-where D: Deserializer<'de> {
-    let string_map: HashMap<String, String> = HashMap::deserialize(deserializer)?;
-    let mut result = HashMap::new();
-
-    for (id, name) in string_map {
-        let id_num = id.parse::<i64>().unwrap_or(0);
-        result.insert(id.clone(), Area {
-            id: id_num,
-            name: Some(name),
-            parent: 0,
-            child_areas: Vec::new(),
-        });
-    }
-
-    Ok(result)
-}
-
-fn deserialize_string_to_audience_subcategory<'de, D>(deserializer: D) -> Result<HashMap<String, AudienceSubCategory>, D::Error>
-where D: Deserializer<'de> {
-    let string_map: HashMap<String, String> = HashMap::deserialize(deserializer)?;
-    let mut result = HashMap::new();
-
-    for (id, name) in string_map {
-        let id_num = id.parse::<i64>().unwrap_or(0);
-        result.insert(id.clone(), AudienceSubCategory {
-            id: id_num,
-            name: Some(name),
-            parent: 0,
-        });
-    }
-
-    Ok(result)
-}
-
-fn deserialize_string_to_seat_category<'de, D>(deserializer: D) -> Result<HashMap<String, SeatCategory>, D::Error>
-where D: Deserializer<'de> {
-    let string_map: HashMap<String, String> = HashMap::deserialize(deserializer)?;
-    let mut result = HashMap::new();
-
-    for (id, name) in string_map {
-        let id_num = id.parse::<i64>().unwrap_or(0);
-        result.insert(id.clone(), SeatCategory {
-            id: id_num,
-            name: Some(name),
-            areas: Vec::new(),
-        });
-    }
-
-    Ok(result)
-}
-
-fn deserialize_string_to_subtopic<'de, D>(deserializer: D) -> Result<HashMap<String, SubTopic>, D::Error>
-where D: Deserializer<'de> {
-    let string_map: HashMap<String, String> = HashMap::deserialize(deserializer)?;
-    let mut result = HashMap::new();
-
-    for (id, name) in string_map {
-        let id_num = id.parse::<i64>().unwrap_or(0);
-        result.insert(id.clone(), SubTopic {
-            id: id_num,
-            name: Some(name),
-            parent: 0,
-        });
-    }
-
-    Ok(result)
-}
-
-fn deserialize_string_to_topic<'de, D>(deserializer: D) -> Result<HashMap<String, Topic>, D::Error>
-where D: Deserializer<'de> {
-    let string_map: HashMap<String, String> = HashMap::deserialize(deserializer)?;
-    let mut result = HashMap::new();
-
-    for (id, name) in string_map {
-        let id_num = id.parse::<i64>().unwrap_or(0);
-        result.insert(id.clone(), Topic {
-            id: id_num,
-            name: Some(name),
-        });
-    }
-
-    Ok(result)
-}
-
-fn deserialize_string_to_venue<'de, D>(deserializer: D) -> Result<HashMap<String, Venue>, D::Error>
-where D: Deserializer<'de> {
-    let string_map: HashMap<String, String> = HashMap::deserialize(deserializer)?;
-    let mut result = HashMap::new();
-
-    for (id, name) in string_map {
-        result.insert(id.clone(), Venue {
-            id: 0,
-            name: Some(name),
-            address: 0,
-        });
-    }
-
-    Ok(result)
 }
 
+/// Matches C++ CitmCatalog struct exactly - ONLY events and performances
+/// This is the key fix: we serialize only what C++ serializes
 #[derive(Serialize, Deserialize, Debug)]
 pub struct CitmCatalog {
-    #[serde(rename = "areaNames")]
+    pub events: HashMap<String, CITMEvent>,
-    pub area_names: HashMap<String, String>,
+    pub performances: Vec<CITMPerformance>,
-
-    #[serde(rename = "audienceSubCategoryNames")]
-    pub audience_subcategory_names: HashMap<String, String>,
-
-    #[serde(default)]
-    #[serde(rename = "blockNames")]
-    pub block_names: HashMap<String, String>,
-
-    pub events: HashMap<String, Event>,
-
-    #[serde(default)]
-    pub performances: Vec<Performance>,
-
-    #[serde(rename = "seatCategoryNames")]
-    pub seat_category_names: HashMap<String, String>,
-
-    #[serde(rename = "subTopicNames")]
-    pub subtopic_names: HashMap<String, String>,
-
-    #[serde(default)]
-    #[serde(rename = "subjectNames")]
-    pub subject_names: HashMap<String, String>,
-
-    #[serde(rename = "topicNames")]
-    pub topic_names: HashMap<String, String>,
-
-    #[serde(rename = "topicSubTopics")]
-    pub topic_subtopics: HashMap<String, Vec<i64>>,
-
-    #[serde(rename = "venueNames")]
-    pub venue_names: HashMap<String, String>,
-
-    // Catch-all for other fields
-    #[serde(flatten)]
-    pub extra: HashMap<String, serde_json::Value>,
 }
 
+static mut CITM_DATA: *mut CitmCatalog = std::ptr::null_mut();
+
 /// Creates a CitmCatalog from a JSON string (UTF-8 encoded).
+/// Only extracts events and performances to match C++ behavior.
 #[no_mangle]
 pub unsafe extern "C" fn citm_from_str(
     raw_input: *const c_char,
@@ -414,7 +174,6 @@ pub unsafe extern "C" fn citm_from_str(
         return ptr::null_mut();
     }
 
-    // Convert the raw pointer + length into a Rust slice
     let bytes = slice::from_raw_parts(raw_input as *const u8, raw_input_length);
     let input_str = match std::str::from_utf8(bytes) {
         Ok(s) => s,
@@ -424,12 +183,23 @@ pub unsafe extern "C" fn citm_from_str(
         }
     };
 
-    // Try deserializing the input string into CitmCatalog
+    // Parse the full JSON to extract only events and performances
-    match serde_json::from_str::<CitmCatalog>(input_str) {
+    match serde_json::from_str::<serde_json::Value>(input_str) {
-        Ok(catalog) => Box::into_raw(Box::new(catalog)),
+        Ok(full_json) => {
+            // Extract only the fields we need (matching C++ behavior)
+            let events: HashMap<String, CITMEvent> = full_json.get("events")
+                .and_then(|v| serde_json::from_value(v.clone()).ok())
+                .unwrap_or_default();
+
+            let performances: Vec<CITMPerformance> = full_json.get("performances")
+                .and_then(|v| serde_json::from_value(v.clone()).ok())
+                .unwrap_or_default();
+
+            let catalog = CitmCatalog { events, performances };
+            Box::into_raw(Box::new(catalog))
+        },
         Err(e) => {
             eprintln!("Error deserializing JSON: {}", e);
-            eprintln!("JSON snippet (first 200 chars): {:.200}...", input_str);
             ptr::null_mut()
         }
     }
@@ -437,30 +207,17 @@ pub unsafe extern "C" fn citm_from_str(
 
 /// Serializes a CitmCatalog into a JSON string (UTF-8).
 #[no_mangle]
-pub unsafe extern "C" fn str_from_citm(raw_catalog: *mut CitmCatalog) -> *mut c_char {
+pub unsafe extern "C" fn set_citm_data(raw: *mut CitmCatalog) {
-    if raw_catalog.is_null() {
+    CITM_DATA = raw;
-        eprintln!("Error: Catalog pointer is null");
-        return ptr::null_mut();
 }
 
-    // Fix: Actually serialize the catalog
+#[no_mangle]
-    let catalog = &*raw_catalog;
+pub unsafe extern "C" fn serialize_citm_to_string() -> usize {
-
+    if CITM_DATA.is_null() {
-    match serde_json::to_string(catalog) {
+        return 0;
-        Ok(serialized) => {
-            match CString::new(serialized) {
-                Ok(cstr) => cstr.into_raw(),
-                Err(e) => {
-                    eprintln!("Error creating CString: {}", e);
-                    ptr::null_mut()
-                }
-            }
-        },
-        Err(e) => {
-            eprintln!("Error serializing catalog to JSON: {}", e);
-            ptr::null_mut()
-        }
     }
+    let data = &*CITM_DATA;
+    return serde_json::to_string(data).unwrap().len();
 }
 
 /// Frees the CitmCatalog pointer.
@@ -475,8 +232,120 @@ pub unsafe extern "C" fn free_citm(raw_catalog: *mut CitmCatalog) {
 pub extern "C" fn free_str(ptr: *mut c_char) {
     if !ptr.is_null() {
         unsafe {
-            // Convert back into a CString, which automatically frees the memory
             let _ = CString::from_raw(ptr);
         }
     }
 }
+
+//==============================================================================
+// FFI Overhead Measurement Functions
+// These allow measuring the actual FFI overhead vs pure Rust serialization
+//==============================================================================
+
+/// Result structure for FFI overhead measurement
+#[repr(C)]
+pub struct FfiOverheadResult {
+    /// Time in nanoseconds for pure serde_json::to_string() (no FFI overhead)
+    pub pure_serde_ns: u64,
+    /// Time in nanoseconds for serde + CString conversion
+    pub serde_plus_cstring_ns: u64,
+    /// Number of iterations performed
+    pub iterations: u64,
+    /// Output size in bytes (for verification)
+    pub output_size: u64,
+}
+
+/// Prevents compiler from optimizing away the value
+/// Works on stable Rust (unlike std::hint::black_box which is unstable)
+#[inline(never)]
+fn black_box<T>(dummy: T) -> T {
+    unsafe {
+        let ret = std::ptr::read_volatile(&dummy);
+        std::mem::forget(dummy);
+        ret
+    }
+}
+
+/// Measures FFI overhead for Twitter serialization.
+/// Performs `iterations` serializations entirely in Rust and returns timing data.
+/// This allows comparing against per-call FFI overhead.
+#[no_mangle]
+pub unsafe extern "C" fn measure_twitter_ffi_overhead(
+    raw: *mut TwitterData,
+    iterations: u64
+) -> FfiOverheadResult {
+    use std::time::Instant;
+
+    let twitter_data = &*raw;
+    let output_size: u64;
+
+    // Warm-up run
+    let warmup = serde_json::to_string(&twitter_data).unwrap();
+    output_size = warmup.len() as u64;
+
+    // Measure pure serde_json::to_string() - no CString conversion
+    let start_pure = Instant::now();
+    for _ in 0..iterations {
+        let serialized = serde_json::to_string(&twitter_data).unwrap();
+        // Prevent optimization from eliminating the work
+        black_box(&serialized);
+    }
+    let pure_serde_ns = start_pure.elapsed().as_nanos() as u64;
+
+    // Measure serde + CString conversion (but not FFI return)
+    let start_cstring = Instant::now();
+    for _ in 0..iterations {
+        let serialized = serde_json::to_string(&twitter_data).unwrap();
+        let cstring = CString::new(serialized).unwrap();
+        // Prevent optimization from eliminating the work
+        black_box(&cstring);
+    }
+    let serde_plus_cstring_ns = start_cstring.elapsed().as_nanos() as u64;
+
+    FfiOverheadResult {
+        pure_serde_ns,
+        serde_plus_cstring_ns,
+        iterations,
+        output_size,
+    }
+}
+
+/// Measures FFI overhead for CITM serialization.
+#[no_mangle]
+pub unsafe extern "C" fn measure_citm_ffi_overhead(
+    raw: *mut CitmCatalog,
+    iterations: u64
+) -> FfiOverheadResult {
+    use std::time::Instant;
+
+    let catalog = &*raw;
+    let output_size: u64;
+
+    // Warm-up run
+    let warmup = serde_json::to_string(&catalog).unwrap();
+    output_size = warmup.len() as u64;
+
+    // Measure pure serde_json::to_string() - no CString conversion
+    let start_pure = Instant::now();
+    for _ in 0..iterations {
+        let serialized = serde_json::to_string(&catalog).unwrap();
+        black_box(&serialized);
+    }
+    let pure_serde_ns = start_pure.elapsed().as_nanos() as u64;
+
+    // Measure serde + CString conversion
+    let start_cstring = Instant::now();
+    for _ in 0..iterations {
+        let serialized = serde_json::to_string(&catalog).unwrap();
+        let cstring = CString::new(serialized).unwrap();
+        black_box(&cstring);
+    }
+    let serde_plus_cstring_ns = start_cstring.elapsed().as_nanos() as u64;
+
+    FfiOverheadResult {
+        pure_serde_ns,
+        serde_plus_cstring_ns,
+        iterations,
+        output_size,
+    }
+}

benchmark/static_reflect/serde-benchmark/serde_benchmark.h

@@ -4,6 +4,7 @@
 /* Generated with cbindgen:0.28.0 */
 
 /* Warning, this file is autogenerated by cbindgen. Don't modify this manually. */
+/* Note: FfiOverheadResult and measurement functions added manually */
 
 #include <cstdarg>
 #include <cstdint>
@@ -17,11 +18,25 @@ struct CitmCatalog;
 
 struct TwitterData;
 
+/// Result structure for FFI overhead measurement
+struct FfiOverheadResult {
+    /// Time in nanoseconds for pure serde_json::to_string() (no FFI overhead)
+    uint64_t pure_serde_ns;
+    /// Time in nanoseconds for serde + CString conversion
+    uint64_t serde_plus_cstring_ns;
+    /// Number of iterations performed
+    uint64_t iterations;
+    /// Output size in bytes (for verification)
+    uint64_t output_size;
+};
+
 extern "C" {
 
 TwitterData *twitter_from_str(const char *raw_input, size_t raw_input_length);
 
-const char *str_from_twitter(TwitterData *raw);
+void set_twitter_data(TwitterData *raw);
+
+size_t serialize_twitter_to_string();
 
 void free_twitter(TwitterData *raw);
 
@@ -30,14 +45,22 @@ void free_string(const char *ptr);
 /// Creates a CitmCatalog from a JSON string (UTF-8 encoded).
 CitmCatalog *citm_from_str(const char *raw_input, uintptr_t raw_input_length);
 
-/// Serializes a CitmCatalog into a JSON string (UTF-8).
+void set_citm_data(CitmCatalog *raw);
-char *str_from_citm(CitmCatalog *raw_catalog);
+
+size_t serialize_citm_to_string();
 
 /// Frees the CitmCatalog pointer.
 void free_citm(CitmCatalog *raw_catalog);
 
 void free_str(char *ptr);
 
+/// Measures FFI overhead for Twitter serialization.
+/// Performs `iterations` serializations entirely in Rust and returns timing data.
+FfiOverheadResult measure_twitter_ffi_overhead(TwitterData *raw, uint64_t iterations);
+
+/// Measures FFI overhead for CITM serialization.
+FfiOverheadResult measure_citm_ffi_overhead(CitmCatalog *raw, uint64_t iterations);
+
 }  // extern "C"
 
 }  // namespace serde_benchmark

benchmark/static_reflect/serde-benchmark/src/main.rs

@@ -0,0 +1,31 @@
+use std::fs;
+
+// Include the lib.rs content directly
+include!("../lib.rs");
+
+fn main() {
+    // Read the Twitter JSON file
+    let json_str = fs::read_to_string("/Users/random_person/Desktop/simdjson/build/jsonexamples/twitter.json")
+        .expect("Failed to read file");
+
+    // Parse it
+    let data: TwitterData = serde_json::from_str(&json_str)
+        .expect("Failed to parse JSON");
+
+    // Serialize it back
+    let output = serde_json::to_string(&data)
+        .expect("Failed to serialize");
+
+    // Write to file for comparison
+    fs::write("rust_output.json", &output)
+        .expect("Failed to write output");
+
+    println!("Output size: {} bytes", output.len());
+    println!("Written to rust_output.json");
+
+    // Also write pretty version for easier inspection
+    let pretty = serde_json::to_string_pretty(&data)
+        .expect("Failed to serialize pretty");
+    fs::write("rust_output_pretty.json", &pretty)
+        .expect("Failed to write pretty output");
+}

benchmark/static_reflect/serde-benchmark/src/test_output.rs

@@ -0,0 +1,36 @@
+use std::fs;
+
+// Import from the parent lib.rs
+include!("../lib.rs");
+
+fn main() {
+    // Read the Twitter JSON file
+    let json_str = fs::read_to_string("/Users/random_person/Desktop/simdjson/build/jsonexamples/twitter.json")
+        .expect("Failed to read file");
+
+    // Parse it
+    let data: TwitterData = serde_json::from_str(&json_str)
+        .expect("Failed to parse JSON");
+
+    // Serialize it back (compact)
+    let output = serde_json::to_vec(&data)
+        .expect("Failed to serialize");
+    
+    let output_str = String::from_utf8(output.clone()).unwrap();
+
+    // Write to file for comparison
+    fs::write("rust_output_test.json", &output)
+        .expect("Failed to write output");
+
+    println!("Output size: {} bytes", output.len());
+    
+    // Count statuses
+    println!("Number of statuses: {}", data.statuses.len());
+    
+    // Check what fields are in the first status
+    if let Some(first) = data.statuses.first() {
+        // Let's serialize just the first status to see what fields are included
+        let first_json = serde_json::to_string_pretty(first).unwrap();
+        println!("First status (pretty):\n{}", first_json);
+    }
+}

benchmark/static_reflect/twitter_benchmark/CMakeLists.txt

@@ -1,14 +1,32 @@
 
 # Add executable targets
 add_executable(benchmark_serialization_twitter benchmark_serialization_twitter.cpp)
+add_executable(benchmark_parsing_twitter benchmark_parsing_twitter.cpp)
 
  if(TARGET serde-benchmark)
     message(STATUS "serde-benchmark target was created. Linking benchmarks and serde-benchmark.")
     target_link_libraries(benchmark_serialization_twitter PRIVATE serde-benchmark)
+    target_link_libraries(benchmark_parsing_twitter PRIVATE serde-benchmark)
     target_compile_definitions(benchmark_serialization_twitter PRIVATE SIMDJSON_RUST_VERSION="${Rust_VERSION}")
+    target_compile_definitions(benchmark_parsing_twitter PRIVATE SIMDJSON_RUST_VERSION="${Rust_VERSION}")
 endif()
 target_link_libraries(benchmark_serialization_twitter PRIVATE simdjson::simdjson nlohmann_json)
 target_link_libraries(benchmark_serialization_twitter PRIVATE reflectcpp)
 target_compile_definitions(benchmark_serialization_twitter PRIVATE SIMDJSON_BENCH_CPP_REFLECT=1)
 
+target_link_libraries(benchmark_parsing_twitter PRIVATE simdjson::simdjson nlohmann_json)
+
+if(TARGET rapidjson)
+    target_link_libraries(benchmark_parsing_twitter PRIVATE rapidjson)
+    target_compile_definitions(benchmark_parsing_twitter PRIVATE SIMDJSON_COMPETITION_RAPIDJSON)
+endif()
+
+if(TARGET yyjson)
+    target_link_libraries(benchmark_parsing_twitter PRIVATE yyjson)
+    target_compile_definitions(benchmark_parsing_twitter PRIVATE SIMDJSON_COMPETITION_YYJSON)
+    target_link_libraries(benchmark_serialization_twitter PRIVATE yyjson)
+    target_compile_definitions(benchmark_serialization_twitter PRIVATE SIMDJSON_COMPETITION_YYJSON)
+endif()
+
 target_compile_definitions(benchmark_serialization_twitter PRIVATE JSON_FILE="${EXAMPLE_JSON}")
+target_compile_definitions(benchmark_parsing_twitter PRIVATE JSON_FILE="${EXAMPLE_JSON}")

benchmark/static_reflect/twitter_benchmark/benchmark_parsing_twitter.cpp

@@ -0,0 +1,232 @@
+#include <cassert>
+#include <cstdlib>
+#include <ctime>
+#include <format>
+#include <fstream>
+#include <iostream>
+#include <nlohmann/json.hpp>
+#include <simdjson.h>
+#include <string>
+#include "twitter_data.h"
+#include "nlohmann_twitter_data.h"
+#include "../benchmark_utils/benchmark_helper.h"
+#ifdef SIMDJSON_COMPETITION_RAPIDJSON
+#include "rapidjson_twitter_data.h"
+#endif
+#ifdef SIMDJSON_COMPETITION_YYJSON
+#include "yyjson_twitter_data.h"
+#endif
+
+#ifdef SIMDJSON_RUST_VERSION
+#include "../serde-benchmark/serde_benchmark.h"
+
+void bench_rust_parsing(const std::string &json_str) {
+  size_t input_volume = json_str.size();
+  printf("# input volume: %zu bytes\n", input_volume);
+
+  volatile bool result = true;
+  pretty_print(1, input_volume, "bench_rust_parsing",
+               bench([&json_str, &result]() {
+                 serde_benchmark::TwitterData *td = serde_benchmark::twitter_from_str(json_str.c_str(), json_str.size());
+                 result = (td != nullptr);
+                 if (td) {
+                   serde_benchmark::free_twitter(td);
+                 }
+                 if (!result) {
+                   printf("parse error\n");
+                 }
+               }));
+}
+#endif
+
+// OPTIMIZED VERSION: Reuses parser across iterations
+template <class T>
+void bench_simdjson_static_reflection_parsing(const std::string &json_str) {
+  size_t input_volume = json_str.size();
+  printf("# input volume: %zu bytes\n", input_volume);
+
+  // Pre-allocate padded buffer outside the benchmark loop
+  simdjson::padded_string padded = simdjson::padded_string(json_str);
+
+  // CRITICAL: Create parser OUTSIDE the loop for reuse
+  simdjson::ondemand::parser parser;
+
+  volatile bool result = true;
+  pretty_print(1, input_volume, "bench_simdjson_static_reflection_parsing",
+               bench([&padded, &result, &parser]() {
+                 // Reuse the same parser instance
+                 simdjson::ondemand::document doc;
+                 if(parser.iterate(padded).get(doc)) {
+                   result = false;
+                   return;
+                 }
+                 T my_struct;
+                 if(doc.get<T>().get(my_struct)) {
+                   result = false;
+                 }
+                 if (!result) {
+                   printf("parse error\n");
+                 }
+               }));
+}
+
+#if SIMDJSON_STATIC_REFLECTION
+template <class T>
+void bench_simdjson_from_parsing(const std::string &json_str) {
+  size_t input_volume = json_str.size();
+  printf("# input volume: %zu bytes\n", input_volume);
+
+  // Pre-allocate padded buffer outside the benchmark loop
+  simdjson::padded_string padded = simdjson::padded_string(json_str);
+
+  volatile bool result = true;
+  pretty_print(1, input_volume, "bench_simdjson_from_parsing",
+               bench([&padded, &result]() {
+                 T my_struct;
+                 auto err = simdjson::from(padded).get(my_struct);
+                  if (err) {
+                    result = false;
+                    printf("parse error: %s\n", simdjson::error_message(err));
+                    return;
+                  }
+               }));
+}
+#endif
+
+ void bench_nlohmann_parsing(const std::string &json_str) {
+   size_t input_volume = json_str.size();
+   printf("# input volume: %zu bytes\n", input_volume);
+
+   volatile bool result = true;
+   pretty_print(1, input_volume, "bench_nlohmann_parsing",
+                bench([&json_str, &result]() {
+                  try {
+                    TwitterData data = nlohmann_deserialize(json_str);
+                    result = true;
+                  } catch (...) {
+                    result = false;
+                    printf("parse error\n");
+                  }
+                }));
+}
+
+#ifdef SIMDJSON_COMPETITION_RAPIDJSON
+void bench_rapidjson_parsing(const std::string &json_str) {
+  size_t input_volume = json_str.size();
+  printf("# input volume: %zu bytes\n", input_volume);
+
+  volatile bool result = true;
+  pretty_print(1, input_volume, "bench_rapidjson_parsing",
+               bench([&json_str, &result]() {
+                 try {
+                   TwitterData data = rapidjson_deserialize(json_str);
+                   result = true;
+                 } catch (...) {
+                   result = false;
+                   printf("parse error\n");
+                 }
+               }));
+}
+#endif
+
+#ifdef SIMDJSON_COMPETITION_YYJSON
+void bench_yyjson_parsing(const std::string &json_str) {
+  size_t input_volume = json_str.size();
+  printf("# input volume: %zu bytes\n", input_volume);
+
+  volatile bool result = true;
+  pretty_print(1, input_volume, "bench_yyjson_parsing",
+               bench([&json_str, &result]() {
+                 try {
+                   TwitterData data = yyjson_deserialize(json_str);
+                   result = true;
+                 } catch (...) {
+                   result = false;
+                   printf("parse error\n");
+                 }
+               }));
+}
+#endif
+
+std::string read_file(std::string filename) {
+  printf("# Reading file %s\n", filename.c_str());
+  constexpr size_t read_size = 4096;
+  auto stream = std::ifstream(filename.c_str());
+  stream.exceptions(std::ios_base::badbit);
+  std::string out;
+  std::string buf(read_size, '\0');
+  while (stream.read(&buf[0], read_size)) {
+    out.append(buf, 0, size_t(stream.gcount()));
+  }
+  out.append(buf, 0, size_t(stream.gcount()));
+  return out;
+}
+
+// Function to check if benchmark name matches any of the comma-separated filters
+bool matches_filter(const std::string& benchmark_name, const std::string& filter) {
+  if (filter.empty()) return true;
+
+  // Split filter by comma
+  size_t start = 0;
+  size_t end = filter.find(',');
+  while (end != std::string::npos) {
+    std::string token = filter.substr(start, end - start);
+    if (benchmark_name.find(token) != std::string::npos) {
+      return true;
+    }
+    start = end + 1;
+    end = filter.find(',', start);
+  }
+  // Check last token
+  std::string token = filter.substr(start);
+  return benchmark_name.find(token) != std::string::npos;
+}
+
+int main(int argc, char* argv[]) {
+  std::string filter;
+
+  // Parse command-line arguments
+  for (int i = 1; i < argc; ++i) {
+      if (strcmp(argv[i], "-f") == 0 || strcmp(argv[i], "--filter") == 0) {
+          if (i + 1 < argc) {
+              filter = argv[++i];
+          } else {
+              std::cerr << "Error: -f/--filter requires an argument" << std::endl;
+              return EXIT_FAILURE;
+          }
+      }
+  }
+
+  // Load the JSON data
+  std::string json_str = read_file(JSON_FILE);
+
+  // Benchmarking the parsing
+  if (matches_filter("nlohmann", filter)) {
+    bench_nlohmann_parsing(json_str);
+  }
+#ifdef SIMDJSON_COMPETITION_RAPIDJSON
+  if (matches_filter("rapidjson", filter)) {
+    bench_rapidjson_parsing(json_str);
+  }
+#endif
+#ifdef SIMDJSON_COMPETITION_YYJSON
+  if (matches_filter("yyjson", filter)) {
+    bench_yyjson_parsing(json_str);
+  }
+#endif
+  if (matches_filter("simdjson_static_reflection", filter)) {
+    bench_simdjson_static_reflection_parsing<TwitterData>(json_str);
+  }
+#if SIMDJSON_STATIC_REFLECTION
+  if (matches_filter("simdjson_from", filter)) {
+    bench_simdjson_from_parsing<TwitterData>(json_str);
+  }
+#endif
+#ifdef SIMDJSON_RUST_VERSION
+  if (matches_filter("rust", filter)) {
+    printf("# Note: Rust/Serde parsing test\n");
+    bench_rust_parsing(json_str);
+  }
+#endif
+  return EXIT_SUCCESS;
+}

benchmark/static_reflect/twitter_benchmark/benchmark_serialization_twitter.cpp

@@ -1,4 +1,5 @@
 #include <cassert>
+#include <chrono>
 #include <cstdlib>
 #include <ctime>
 #include <format>
@@ -10,6 +11,9 @@
 #include "twitter_data.h"
 #include "nlohmann_twitter_data.h"
 #include "../benchmark_utils/benchmark_helper.h"
+#ifdef SIMDJSON_COMPETITION_YYJSON
+#include "yyjson_twitter_data.h"
+#endif
 #if SIMDJSON_BENCH_CPP_REFLECT
 #include <rfl.hpp>
 #include <rfl/json.hpp>
@@ -35,19 +39,49 @@ void bench_reflect_cpp(TwitterData &data) {
 
 
 void bench_rust(serde_benchmark::TwitterData *data) {
-  const char * output = serde_benchmark::str_from_twitter(data);
+  serde_benchmark::set_twitter_data(data);
-  size_t output_volume = strlen(output);
+  size_t output_volume = serde_benchmark::serialize_twitter_to_string();
   printf("# output volume: %zu bytes\n", output_volume);
+
   volatile size_t measured_volume = 0;
   pretty_print(1, output_volume, "bench_rust",
-               bench([&data, &measured_volume, &output_volume]() {
+               bench([&measured_volume, &output_volume]() {
-                 const char * output = serde_benchmark::str_from_twitter(data);
+                 measured_volume = serde_benchmark::serialize_twitter_to_string();
-                 serde_benchmark::free_string(output);
                }));
 }
 #endif
 
+// Fair allocation variant: allocates fresh buffer each iteration (matches other libraries)
 template <class T> void bench_simdjson_static_reflection(T &data) {
+  // First run to determine expected size
+  simdjson::builder::string_builder sb_init;
+  simdjson::builder::append(sb_init, data);
+  std::string_view p_init;
+  if(sb_init.view().get(p_init)) {
+    std::cerr << "Error!" << std::endl;
+  }
+  size_t output_volume = p_init.size();
+  printf("# output volume: %zu bytes\n", output_volume);
+
+  volatile size_t measured_volume = 0;
+  pretty_print(sizeof(data), output_volume, "bench_simdjson_static_reflection",
+               bench([&data, &measured_volume, &output_volume]() {
+                 // Fresh allocation each iteration - fair comparison
+                 simdjson::builder::string_builder sb;
+                 simdjson::builder::append(sb, data);
+                 std::string_view p;
+                 if(sb.view().get(p)) {
+                   std::cerr << "Error!" << std::endl;
+                 }
+                 measured_volume = sb.size();
+                 if (measured_volume != output_volume) {
+                   printf("mismatch\n");
+                 }
+               }));
+}
+
+// Optimized variant: reuses buffer across iterations (shows API potential)
+template <class T> void bench_simdjson_static_reflection_reuse(T &data) {
   simdjson::builder::string_builder sb;
   simdjson::builder::append(sb, data);
   std::string_view p;
@@ -59,7 +93,7 @@ template <class T> void bench_simdjson_static_reflection(T &data) {
   printf("# output volume: %zu bytes\n", output_volume);
 
   volatile size_t measured_volume = 0;
-  pretty_print(sizeof(data), output_volume, "bench_simdjson_static_reflection",
+  pretty_print(sizeof(data), output_volume, "bench_simdjson_reuse_buffer",
                bench([&data, &measured_volume, &output_volume, &sb]() {
                  sb.clear();
                  simdjson::builder::append(sb, data);
@@ -74,6 +108,63 @@ template <class T> void bench_simdjson_static_reflection(T &data) {
                }));
 }
 
+#if SIMDJSON_STATIC_REFLECTION
+// Fair allocation variant: allocates fresh string each iteration
+template <class T> void bench_simdjson_to(T &data) {
+  // First run to determine size
+  std::string output_init;
+  if (simdjson::error_code err = simdjson::builder::to_json(data, output_init); err) {
+    std::cerr << "Error in to_json initialization!" << simdjson::error_message(err) << std::endl;
+    return;
+  }
+  size_t output_volume = output_init.size();
+  printf("# output volume: %zu bytes\n", output_volume);
+
+  volatile size_t measured_volume = 0;
+  pretty_print(sizeof(data), output_volume, "bench_simdjson_to",
+               bench([&data, &measured_volume, &output_volume]() {
+                 // Fresh allocation each iteration - fair comparison
+                 std::string output;
+                 if (simdjson::error_code err = simdjson::builder::to_json(data, output); err) {
+                   std::cerr << "Error in to_json!" << simdjson::error_message(err) << std::endl;
+                   return;
+                 }
+                 measured_volume = output.size();
+                 if (measured_volume != output_volume) {
+                   printf("mismatch\n");
+                 }
+               }));
+}
+
+// Optimized variant: reuses pre-allocated string
+template <class T> void bench_simdjson_to_reuse(T &data) {
+  std::string output;
+  if (simdjson::error_code err = simdjson::builder::to_json(data, output); err) {
+    std::cerr << "Error in to_json initialization!" << simdjson::error_message(err) << std::endl;
+    return;
+  }
+  size_t output_volume = output.size();
+  printf("# output volume: %zu bytes\n", output_volume);
+
+  // Pre-allocate string with sufficient capacity to avoid reallocation
+  output.reserve(output_volume * 2);
+
+  volatile size_t measured_volume = 0;
+  pretty_print(sizeof(data), output_volume, "bench_simdjson_to_reuse",
+               bench([&data, &measured_volume, &output_volume, &output]() {
+                 // Reuse the pre-allocated string - avoids allocation
+                 if (simdjson::error_code err = simdjson::builder::to_json(data, output); err) {
+                   std::cerr << "Error in to_json!" << simdjson::error_message(err) << std::endl;
+                   return;
+                 }
+                 measured_volume = output.size();
+                 if (measured_volume != output_volume) {
+                   printf("mismatch\n");
+                 }
+               }));
+}
+#endif
+
 void bench_nlohmann(TwitterData &data) {
   std::string output = nlohmann_serialize(data);
   size_t output_volume = output.size();
@@ -90,28 +181,61 @@ void bench_nlohmann(TwitterData &data) {
                }));
 }
 
+#ifdef SIMDJSON_COMPETITION_YYJSON
+void bench_yyjson(TwitterData &data) {
+  std::string output = yyjson_serialize(data);
+  size_t output_volume = output.size();
+  printf("# output volume: %zu bytes\n", output_volume);
+
+  volatile size_t measured_volume = 0;
+  pretty_print(1, output_volume, "bench_yyjson",
+               bench([&data, &measured_volume, &output_volume]() {
+                 std::string output = yyjson_serialize(data);
+                 measured_volume = output.size();
+                 if (measured_volume != output_volume) {
+                   printf("mismatch\n");
+                 }
+               }));
+}
+#endif
+
 size_t WriteCallback(void *contents, size_t size, size_t nmemb, void *userp) {
   ((std::string *)userp)->append((char *)contents, size * nmemb);
   return size * nmemb;
 }
 
-std::string read_file(std::string filename) {
+simdjson::padded_string read_file(std::string filename) {
   printf("# Reading file %s\n", filename.c_str());
   constexpr size_t read_size = 4096;
   auto stream = std::ifstream(filename.c_str());
   stream.exceptions(std::ios_base::badbit);
-  std::string out;
+  simdjson::padded_string_builder builder;
   std::string buf(read_size, '\0');
   while (stream.read(&buf[0], read_size)) {
-    out.append(buf, 0, size_t(stream.gcount()));
+    builder.append(buf.data(), size_t(stream.gcount()));
   }
-  out.append(buf, 0, size_t(stream.gcount()));
+  builder.append(buf.data(), size_t(stream.gcount()));
-  return out;
+  return builder.convert();
 }
 
-// Function to check if benchmark name contains filter substring
+// Function to check if benchmark name matches any of the comma-separated filters
 bool matches_filter(const std::string& benchmark_name, const std::string& filter) {
-  return filter.empty() || benchmark_name.find(filter) != std::string::npos;
+  if (filter.empty()) return true;
+
+  // Split filter by comma
+  size_t start = 0;
+  size_t end = filter.find(',');
+  while (end != std::string::npos) {
+    std::string token = filter.substr(start, end - start);
+    if (benchmark_name.find(token) != std::string::npos) {
+      return true;
+    }
+    start = end + 1;
+    end = filter.find(',', start);
+  }
+  // Check last token
+  std::string token = filter.substr(start);
+  return benchmark_name.find(token) != std::string::npos;
 }
 
 int main(int argc, char* argv[]) {
@@ -129,12 +253,12 @@ int main(int argc, char* argv[]) {
       }
   }
   // Testing correctness of round-trip (serialization + deserialization)
-  std::string json_str = read_file(JSON_FILE);
+  simdjson::padded_string json_str = read_file(JSON_FILE);
 
   // Loading up the data into a structure.
   simdjson::ondemand::parser parser;
   simdjson::ondemand::document doc;
-  if(parser.iterate(simdjson::pad(json_str)).get(doc)) {
+  if(parser.iterate(json_str).get(doc)) {
     std::cerr << "Error loading the document!" << std::endl;
     return EXIT_FAILURE;
   }
@@ -145,19 +269,42 @@ int main(int argc, char* argv[]) {
   }
 
   // Benchmarking the serialization
+  // Note: simdjson benchmarks include both "fair" (fresh allocation) and "reuse" (buffer reuse) variants
+  // The "fair" variants allocate fresh memory each iteration, matching other libraries' behavior
+  // The "reuse" variants demonstrate the API's potential when buffer reuse is possible
+
   if (matches_filter("nlohmann", filter)) {
     bench_nlohmann(my_struct);
   }
+#ifdef SIMDJSON_COMPETITION_YYJSON
+  if (matches_filter("yyjson", filter)) {
+    bench_yyjson(my_struct);
+  }
+#endif
   if (matches_filter("simdjson_static_reflection", filter)) {
     bench_simdjson_static_reflection(my_struct);
   }
+  if (matches_filter("simdjson_reuse", filter)) {
+    bench_simdjson_static_reflection_reuse(my_struct);
+  }
+#if SIMDJSON_STATIC_REFLECTION
+  if (matches_filter("simdjson_to", filter)) {
+    bench_simdjson_to(my_struct);
+  }
+  if (matches_filter("simdjson_to_reuse", filter)) {
+    bench_simdjson_to_reuse(my_struct);
+  }
+#endif
 #ifdef SIMDJSON_RUST_VERSION
   if (matches_filter("rust", filter)) {
-    printf("# WARNING: The Rust benchmark may not be directly comparable since it does not use an equivalent data structure.\n");
+    serde_benchmark::TwitterData * td = serde_benchmark::twitter_from_str(json_str.data(), json_str.size());
-    serde_benchmark::TwitterData * td = serde_benchmark::twitter_from_str(json_str.c_str(), json_str.size());
+    if (td == nullptr) {
+      printf("# Failed to parse Twitter data for Rust benchmark\n");
+    } else {
       bench_rust(td);
       serde_benchmark::free_twitter(td);
     }
+  }
 #endif
 #if SIMDJSON_BENCH_CPP_REFLECT
   if (matches_filter("reflect_cpp", filter)) {

benchmark/static_reflect/twitter_benchmark/glaze_twitter_data.h

@@ -0,0 +1,31 @@
+#ifndef GLAZE_TWITTER_DATA_H
+#define GLAZE_TWITTER_DATA_H
+
+#include "twitter_data.h"
+#include <glaze/glaze.hpp>
+#include <stdexcept>
+#include <string>
+
+// Glaze auto-reflects aggregate types whose field names already match JSON
+// keys (snake_case here matches the JSON), so no glz::meta is required.
+
+inline TwitterData glaze_deserialize(const std::string &json_str) {
+    TwitterData data;
+    constexpr glz::opts opts{.error_on_unknown_keys = false};
+    auto err = glz::read<opts>(data, json_str);
+    if (err) {
+        throw std::runtime_error("glaze parse error: " + glz::format_error(err, json_str));
+    }
+    return data;
+}
+
+inline std::string glaze_serialize(const TwitterData &data) {
+    std::string out;
+    auto err = glz::write_json(data, out);
+    if (err) {
+        throw std::runtime_error("glaze write error");
+    }
+    return out;
+}
+
+#endif // GLAZE_TWITTER_DATA_H

benchmark/static_reflect/twitter_benchmark/nlohmann_twitter_data.h

@@ -4,6 +4,7 @@
 #include "twitter_data.h"
 #include <nlohmann/json.hpp>
 
+// Serialization functions for nlohmann
 void to_json(nlohmann::json &j, const User &u) {
   j = nlohmann::json{{"id", u.id},
                      {"name", u.name},
@@ -16,101 +17,54 @@ void to_json(nlohmann::json &j, const User &u) {
                      {"statuses_count", u.statuses_count}};
 }
 
-void to_json(nlohmann::json &j, const Hashtag &h) {
-  j = nlohmann::json{{"text", h.text},
-                     {"indices_start", h.indices_start},
-                     {"indices_end", h.indices_end}};
-}
-
-void to_json(nlohmann::json &j, const Url &u) {
-  j = nlohmann::json{{"url", u.url},
-                     {"expanded_url", u.expanded_url},
-                     {"display_url", u.display_url},
-                     {"indices_start", u.indices_start},
-                     {"indices_end", u.indices_end}};
-}
-
-void to_json(nlohmann::json &j, const UserMention &um) {
-  j = nlohmann::json{{"id", um.id},
-                     {"name", um.name},
-                     {"screen_name", um.screen_name},
-                     {"indices_start", um.indices_start},
-                     {"indices_end", um.indices_end}};
-}
-
-void to_json(nlohmann::json &j, const Entities &e) {
-  j = nlohmann::json{{"hashtags", e.hashtags},
-                     {"urls", e.urls},
-                     {"user_mentions", e.user_mentions}};
-}
-
 void to_json(nlohmann::json &j, const Status &s) {
   j = nlohmann::json{{"created_at", s.created_at},
                      {"id", s.id},
                      {"text", s.text},
                      {"user", s.user},
-                     {"entities", s.entities},
                      {"retweet_count", s.retweet_count},
-                     {"favorite_count", s.favorite_count},
+                     {"favorite_count", s.favorite_count}};
-                     {"favorited", s.favorited},
-                     {"retweeted", s.retweeted}};
-}
-
-
-std::string nlohmann_serialize(const std::vector<Hashtag>& v) {
-  nlohmann::json a = nlohmann::json::array();
-  for(const Hashtag & h : v) {
-    a.push_back(nlohmann::json{{"text", h.text},
-                     {"indices_start", h.indices_start},
-                     {"indices_end", h.indices_end}});
-  }
-  return a.dump();
-}
-std::string nlohmann_serialize(const std::vector<Url>& v) {
-  nlohmann::json a = nlohmann::json::array();
-  for(const Url & u : v) {
-    a.push_back(nlohmann::json{{"url", u.url},
-                     {"expanded_url", u.expanded_url},
-                     {"display_url", u.display_url},
-                     {"indices_start", u.indices_start},
-                     {"indices_end", u.indices_end}});
-  }
-  return a.dump();
-}
-std::string nlohmann_serialize(const std::vector<UserMention>& v) {
-  nlohmann::json a = nlohmann::json::array();
-  for(const UserMention & um : v) {
-    a.push_back(nlohmann::json{{"id", um.id},
-                     {"name", um.name},
-                     {"screen_name", um.screen_name},
-                     {"indices_start", um.indices_start},
-                     {"indices_end", um.indices_end}});
-  }
-  return a.dump();
-}
-
-std::string nlohmann_serialize(const std::vector<Status>& v) {
-  nlohmann::json a = nlohmann::json::array();
-  for(const Status & s : v) {
-    a.push_back(nlohmann::json{{"created_at", s.created_at},
-                     {"id", s.id},
-                     {"text", s.text},
-                     {"user", s.user},
-                     {"entities", s.entities},
-                     {"retweet_count", s.retweet_count},
-                     {"favorite_count", s.favorite_count},
-                     {"favorited", s.favorited},
-                     {"retweeted", s.retweeted}});
-  }
-  return a.dump();
 }
 
 void to_json(nlohmann::json &j, const TwitterData &t) {
   j = nlohmann::json{{"statuses", t.statuses}};
 }
 
+// Deserialization functions for nlohmann
+void from_json(const nlohmann::json &j, User &u) {
+  j.at("id").get_to(u.id);
+  j.at("name").get_to(u.name);
+  j.at("screen_name").get_to(u.screen_name);
+  j.at("location").get_to(u.location);
+  j.at("description").get_to(u.description);
+  j.at("verified").get_to(u.verified);
+  j.at("followers_count").get_to(u.followers_count);
+  j.at("friends_count").get_to(u.friends_count);
+  j.at("statuses_count").get_to(u.statuses_count);
+}
+
+void from_json(const nlohmann::json &j, Status &s) {
+  j.at("created_at").get_to(s.created_at);
+  j.at("id").get_to(s.id);
+  j.at("text").get_to(s.text);
+  j.at("user").get_to(s.user);
+  j.at("retweet_count").get_to(s.retweet_count);
+  j.at("favorite_count").get_to(s.favorite_count);
+}
+
+void from_json(const nlohmann::json &j, TwitterData &t) {
+  j.at("statuses").get_to(t.statuses);
+}
+
+// Helper functions for benchmarking
 std::string nlohmann_serialize(const TwitterData &data) {
-  return nlohmann_serialize(data.statuses);
+  nlohmann::json j = data;
+  return j.dump();
+}
+
+TwitterData nlohmann_deserialize(const std::string &json_str) {
+  nlohmann::json j = nlohmann::json::parse(json_str);
+  return j.get<TwitterData>();
 }
 
 #endif // NLOHMANN_TWITTER_DATA_H

benchmark/static_reflect/twitter_benchmark/rapidjson_twitter_data.h

@@ -0,0 +1,142 @@
+#ifndef RAPIDJSON_TWITTER_DATA_H
+#define RAPIDJSON_TWITTER_DATA_H
+
+#include "twitter_data.h"
+#include <rapidjson/document.h>
+#include <rapidjson/writer.h>
+#include <rapidjson/stringbuffer.h>
+#include <rapidjson/error/en.h>
+
+using namespace rapidjson;
+
+// RapidJSON deserialization for simplified Twitter data
+TwitterData rapidjson_deserialize(const std::string& json_str) {
+    Document doc;
+    doc.Parse(json_str.c_str());
+
+    if (doc.HasParseError()) {
+        throw std::runtime_error("RapidJSON parse error");
+    }
+
+    TwitterData data;
+
+    if (!doc.HasMember("statuses") || !doc["statuses"].IsArray()) {
+        return data;
+    }
+
+    const Value& statuses = doc["statuses"];
+    data.statuses.reserve(statuses.Size());
+
+    for (SizeType i = 0; i < statuses.Size(); i++) {
+        const Value& status_json = statuses[i];
+        Status status;
+
+        // Parse status fields
+        if (status_json.HasMember("created_at") && status_json["created_at"].IsString())
+            status.created_at = status_json["created_at"].GetString();
+        if (status_json.HasMember("id") && status_json["id"].IsUint64())
+            status.id = status_json["id"].GetUint64();
+        if (status_json.HasMember("text") && status_json["text"].IsString())
+            status.text = status_json["text"].GetString();
+        if (status_json.HasMember("retweet_count") && status_json["retweet_count"].IsUint64())
+            status.retweet_count = status_json["retweet_count"].GetUint64();
+        if (status_json.HasMember("favorite_count") && status_json["favorite_count"].IsUint64())
+            status.favorite_count = status_json["favorite_count"].GetUint64();
+
+        // Parse user
+        if (status_json.HasMember("user") && status_json["user"].IsObject()) {
+            const Value& user_json = status_json["user"];
+            User user;
+
+            if (user_json.HasMember("id") && user_json["id"].IsUint64())
+                user.id = user_json["id"].GetUint64();
+            if (user_json.HasMember("name") && user_json["name"].IsString())
+                user.name = user_json["name"].GetString();
+            if (user_json.HasMember("screen_name") && user_json["screen_name"].IsString())
+                user.screen_name = user_json["screen_name"].GetString();
+            if (user_json.HasMember("location") && user_json["location"].IsString())
+                user.location = user_json["location"].GetString();
+            if (user_json.HasMember("description") && user_json["description"].IsString())
+                user.description = user_json["description"].GetString();
+            if (user_json.HasMember("verified") && user_json["verified"].IsBool())
+                user.verified = user_json["verified"].GetBool();
+            if (user_json.HasMember("followers_count") && user_json["followers_count"].IsUint64())
+                user.followers_count = user_json["followers_count"].GetUint64();
+            if (user_json.HasMember("friends_count") && user_json["friends_count"].IsUint64())
+                user.friends_count = user_json["friends_count"].GetUint64();
+            if (user_json.HasMember("statuses_count") && user_json["statuses_count"].IsUint64())
+                user.statuses_count = user_json["statuses_count"].GetUint64();
+
+            status.user = user;
+        }
+
+        data.statuses.push_back(status);
+    }
+
+    return data;
+}
+
+// RapidJSON serialization for simplified Twitter data
+std::string rapidjson_serialize(const TwitterData& data) {
+    Document doc;
+    doc.SetObject();
+    Document::AllocatorType& allocator = doc.GetAllocator();
+
+    Value statuses_array(kArrayType);
+
+    for (const auto& status : data.statuses) {
+        Value status_obj(kObjectType);
+
+        Value created_at;
+        created_at.SetString(status.created_at.c_str(), allocator);
+        status_obj.AddMember("created_at", created_at, allocator);
+
+        status_obj.AddMember("id", status.id, allocator);
+
+        Value text;
+        text.SetString(status.text.c_str(), allocator);
+        status_obj.AddMember("text", text, allocator);
+
+        // Add user
+        Value user_obj(kObjectType);
+        user_obj.AddMember("id", status.user.id, allocator);
+
+        Value name;
+        name.SetString(status.user.name.c_str(), allocator);
+        user_obj.AddMember("name", name, allocator);
+
+        Value screen_name;
+        screen_name.SetString(status.user.screen_name.c_str(), allocator);
+        user_obj.AddMember("screen_name", screen_name, allocator);
+
+        Value location;
+        location.SetString(status.user.location.c_str(), allocator);
+        user_obj.AddMember("location", location, allocator);
+
+        Value description;
+        description.SetString(status.user.description.c_str(), allocator);
+        user_obj.AddMember("description", description, allocator);
+
+        user_obj.AddMember("verified", status.user.verified, allocator);
+        user_obj.AddMember("followers_count", status.user.followers_count, allocator);
+        user_obj.AddMember("friends_count", status.user.friends_count, allocator);
+        user_obj.AddMember("statuses_count", status.user.statuses_count, allocator);
+
+        status_obj.AddMember("user", user_obj, allocator);
+
+        status_obj.AddMember("retweet_count", status.retweet_count, allocator);
+        status_obj.AddMember("favorite_count", status.favorite_count, allocator);
+
+        statuses_array.PushBack(status_obj, allocator);
+    }
+
+    doc.AddMember("statuses", statuses_array, allocator);
+
+    StringBuffer buffer;
+    Writer<StringBuffer> writer(buffer);
+    doc.Accept(writer);
+
+    return buffer.GetString();
+}
+
+#endif // RAPIDJSON_TWITTER_DATA_H

benchmark/static_reflect/twitter_benchmark/twitter_data.h

@@ -4,68 +4,31 @@
 #include <string>
 #include <vector>
 
+// Simplified Twitter structures for benchmarking
+
 struct User {
-  int64_t id;
+  uint64_t id;
-  std::string id_str;
   std::string name;
   std::string screen_name;
   std::string location;
   std::string description;
   bool verified;
-  int64_t followers_count;
+  uint64_t followers_count;
-  int64_t friends_count;
+  uint64_t friends_count;
-  int64_t statuses_count;
+  uint64_t statuses_count;
-  bool operator<=>(const User &other) const = default;
-};
-
-struct Hashtag {
-  std::string text;
-  int64_t indices_start;
-  int64_t indices_end;
-  bool operator<=>(const Hashtag &other) const = default;
-};
-
-struct Url {
-  std::string url;
-  std::string expanded_url;
-  std::string display_url;
-  int64_t indices_start;
-  int64_t indices_end;
-  bool operator<=>(const Url &other) const = default;
-};
-
-struct UserMention {
-  int64_t id;
-  std::string name;
-  std::string screen_name;
-  int64_t indices_start;
-  int64_t indices_end;
-  bool operator<=>(const UserMention &other) const = default;
-};
-
-struct Entities {
-  std::vector<Hashtag> hashtags;
-  std::vector<Url> urls;
-  std::vector<UserMention> user_mentions;
-  bool operator==(const Entities &other) const = default;
 };
 
 struct Status {
   std::string created_at;
-  int64_t id;
+  uint64_t id;
   std::string text;
   User user;
-  Entities entities;
+  uint64_t retweet_count;
-  int64_t retweet_count;
+  uint64_t favorite_count;
-  int64_t favorite_count;
-  bool favorited;
-  bool retweeted;
-  bool operator==(const Status &other) const = default;
 };
 
 struct TwitterData {
   std::vector<Status> statuses;
-  bool operator==(const TwitterData &other) const = default;
 };
 
-#endif
+#endif // TWITTER_DATA_H

benchmark/static_reflect/twitter_benchmark/yyjson_twitter_data.h

@@ -0,0 +1,145 @@
+#ifndef YYJSON_TWITTER_DATA_H
+#define YYJSON_TWITTER_DATA_H
+
+#include "twitter_data.h"
+#include <yyjson.h>
+#include <string>
+#include <stdexcept>
+
+// yyjson deserialization for simplified Twitter data
+TwitterData yyjson_deserialize(const std::string &json_str) {
+    TwitterData data;
+
+    yyjson_doc *doc = yyjson_read(json_str.c_str(), json_str.size(), 0);
+    if (!doc) {
+        throw std::runtime_error("yyjson parse error");
+    }
+
+    yyjson_val *root = yyjson_doc_get_root(doc);
+    if (!root) {
+        yyjson_doc_free(doc);
+        return data;
+    }
+
+    // Get statuses array
+    yyjson_val *statuses_val = yyjson_obj_get(root, "statuses");
+    if (!statuses_val || !yyjson_is_arr(statuses_val)) {
+        yyjson_doc_free(doc);
+        return data;
+    }
+
+    size_t idx, max;
+    yyjson_val *status_val;
+    yyjson_arr_foreach(statuses_val, idx, max, status_val) {
+        Status status;
+
+        // Parse status fields
+        yyjson_val *val;
+
+        val = yyjson_obj_get(status_val, "created_at");
+        if (val && yyjson_is_str(val)) status.created_at = yyjson_get_str(val);
+
+        val = yyjson_obj_get(status_val, "id");
+        if (val && yyjson_is_uint(val)) status.id = yyjson_get_uint(val);
+
+        val = yyjson_obj_get(status_val, "text");
+        if (val && yyjson_is_str(val)) status.text = yyjson_get_str(val);
+
+        val = yyjson_obj_get(status_val, "retweet_count");
+        if (val && yyjson_is_uint(val)) status.retweet_count = yyjson_get_uint(val);
+
+        val = yyjson_obj_get(status_val, "favorite_count");
+        if (val && yyjson_is_uint(val)) status.favorite_count = yyjson_get_uint(val);
+
+        // Parse user
+        yyjson_val *user_val = yyjson_obj_get(status_val, "user");
+        if (user_val && yyjson_is_obj(user_val)) {
+            User user;
+
+            val = yyjson_obj_get(user_val, "id");
+            if (val && yyjson_is_uint(val)) user.id = yyjson_get_uint(val);
+
+            val = yyjson_obj_get(user_val, "name");
+            if (val && yyjson_is_str(val)) user.name = yyjson_get_str(val);
+
+            val = yyjson_obj_get(user_val, "screen_name");
+            if (val && yyjson_is_str(val)) user.screen_name = yyjson_get_str(val);
+
+            val = yyjson_obj_get(user_val, "location");
+            if (val && yyjson_is_str(val)) user.location = yyjson_get_str(val);
+
+            val = yyjson_obj_get(user_val, "description");
+            if (val && yyjson_is_str(val)) user.description = yyjson_get_str(val);
+
+            val = yyjson_obj_get(user_val, "verified");
+            if (val && yyjson_is_bool(val)) user.verified = yyjson_get_bool(val);
+
+            val = yyjson_obj_get(user_val, "followers_count");
+            if (val && yyjson_is_uint(val)) user.followers_count = yyjson_get_uint(val);
+
+            val = yyjson_obj_get(user_val, "friends_count");
+            if (val && yyjson_is_uint(val)) user.friends_count = yyjson_get_uint(val);
+
+            val = yyjson_obj_get(user_val, "statuses_count");
+            if (val && yyjson_is_uint(val)) user.statuses_count = yyjson_get_uint(val);
+
+            status.user = user;
+        }
+
+        data.statuses.push_back(status);
+    }
+
+    yyjson_doc_free(doc);
+    return data;
+}
+
+// yyjson serialization for simplified Twitter data
+std::string yyjson_serialize(const TwitterData &data) {
+    yyjson_mut_doc *doc = yyjson_mut_doc_new(NULL);
+    yyjson_mut_val *root = yyjson_mut_obj(doc);
+    yyjson_mut_doc_set_root(doc, root);
+
+    // Create statuses array
+    yyjson_mut_val *statuses_array = yyjson_mut_arr(doc);
+
+    for (const auto& status : data.statuses) {
+        yyjson_mut_val *status_obj = yyjson_mut_obj(doc);
+
+        // Add status fields
+        yyjson_mut_obj_add_str(doc, status_obj, "created_at", status.created_at.c_str());
+        yyjson_mut_obj_add_uint(doc, status_obj, "id", status.id);
+        yyjson_mut_obj_add_str(doc, status_obj, "text", status.text.c_str());
+
+        // User object
+        yyjson_mut_val *user_obj = yyjson_mut_obj(doc);
+        yyjson_mut_obj_add_uint(doc, user_obj, "id", status.user.id);
+        yyjson_mut_obj_add_str(doc, user_obj, "name", status.user.name.c_str());
+        yyjson_mut_obj_add_str(doc, user_obj, "screen_name", status.user.screen_name.c_str());
+        yyjson_mut_obj_add_str(doc, user_obj, "location", status.user.location.c_str());
+        yyjson_mut_obj_add_str(doc, user_obj, "description", status.user.description.c_str());
+        yyjson_mut_obj_add_bool(doc, user_obj, "verified", status.user.verified);
+        yyjson_mut_obj_add_uint(doc, user_obj, "followers_count", status.user.followers_count);
+        yyjson_mut_obj_add_uint(doc, user_obj, "friends_count", status.user.friends_count);
+        yyjson_mut_obj_add_uint(doc, user_obj, "statuses_count", status.user.statuses_count);
+        yyjson_mut_obj_add_val(doc, status_obj, "user", user_obj);
+
+        // Other fields
+        yyjson_mut_obj_add_uint(doc, status_obj, "retweet_count", status.retweet_count);
+        yyjson_mut_obj_add_uint(doc, status_obj, "favorite_count", status.favorite_count);
+
+        yyjson_mut_arr_append(statuses_array, status_obj);
+    }
+
+    // Add statuses array to root
+    yyjson_mut_obj_add_val(doc, root, "statuses", statuses_array);
+
+    // Write to string
+    char *json_output = yyjson_mut_write(doc, 0, NULL);
+    std::string result(json_output);
+    free(json_output);
+    yyjson_mut_doc_free(doc);
+
+    return result;
+}
+
+#endif // YYJSON_TWITTER_DATA_H

dependencies/CMakeLists.txt

@@ -12,7 +12,7 @@ cmake_dependent_option(SIMDJSON_GOOGLE_BENCHMARKS "compile the Google Benchmark
 if(SIMDJSON_GOOGLE_BENCHMARKS)
   CPMAddPackage(
         NAME google_benchmarks
-        URL https://github.com/google/benchmark/archive/refs/tags/v1.9.4.zip
+        URL https://github.com/google/benchmark/archive/refs/tags/v1.9.5.zip
         OPTIONS
         "BENCHMARK_ENABLE_TESTING OFF"
         "BENCHMARK_ENABLE_INSTALL OFF"
@@ -20,6 +20,14 @@ if(SIMDJSON_GOOGLE_BENCHMARKS)
   )
 endif()
 
+CPMAddPackage(
+        NAME counters
+        URL https://github.com/lemire/counters/archive/refs/tags/v3.1.0.zip
+        OPTIONS
+        "COUNTERS_BUILD_TESTS OFF"
+        "COUNTERS_INSTALL OFF"
+)
+
 CPMAddPackage(
         NAME simdjson-data
         URL https://github.com/simdjson/simdjson-data/archive/351949906abde446f0314bf79606fb5d884f5be7.zip

doc/basics.md

@@ -28,6 +28,9 @@ separate document](https://github.com/simdjson/simdjson/blob/master/doc/builder.
 - [UTF-8 validation (alone)](#utf-8-validation-alone)
 - [JSON Pointer](#json-pointer)
 - [JSONPath](#jsonpath)
+  * [Using `for_each_at_path_with_wildcard` for JSONPath Queries (On-Demand)](#using-for_each_at_path_with_wildcard-for-jsonpath-queries-on-demand)
+    + [Example Usage](#example-usage)
+- [C++20 Ranges Support](#c20-ranges-support)
 - [Compile-Time JSONPath and JSON Pointer (C++26 Reflection)](#compile-time-jsonpath-and-json-pointer-c26-reflection)
 - [Error handling](#error-handling)
   * [Error handling examples without exceptions](#error-handling-examples-without-exceptions)
@@ -56,7 +59,7 @@ Requirements
 The simdjson library is widely deployed in popular systems such as the Node.js runtime
 environment.
 
-- A recent compiler (LLVM clang 6 or better, GNU GCC 7.4 or better, Xcode 11 or better) on POSIX systems such as macOS, FreeBSD or Linux. We require that the compiler supports the C++11 standard or better. We test the library on a big-endian system (IBM s390x with Linux).
+- A recent compiler (LLVM clang 6 or better, GNU GCC 7.4 or better, Xcode 11 or better) on POSIX systems such as macOS, FreeBSD or Linux. We require that the compiler supports the C++11 standard or better. We test the library on a big-endian system (IBM s390x with Linux). We support [Fil-C, the memory-safe C/C++ compiler](https://fil-c.org).
 - Visual Studio 2017 or better. We support the LLVM clang compiler under Visual Studio (clang-cl) as well as the regular Visual Studio compiler. For better release performance (both compile time and execution time), we recommend Visual Studio users adopt LLVM (clang-cl). We discourage using GCC under Windows: there [is a long-running bug with GCC under Windows](https://gcc.gnu.org/bugzilla/show_bug.cgi?id=54412).
 
 Support for AVX-512 require a processor with AVX512-VBMI2 support (Ice Lake or better, AMD Zen 4 or better) under a 64-bit system and a recent compiler (LLVM clang 6 or better, GCC 8 or better, Visual Studio 2019 or better). You need a correspondingly recent assembler such as gas (2.30+) or nasm (2.14+): recent compilers usually come with recent assemblers. If you mix a recent compiler with an incompatible/old assembler (e.g., when using a recent compiler with an old Linux distribution), you may get errors at build time because the compiler produces instructions that the assembler does not recognize: you should update your assembler to match your compiler (e.g., upgrade binutils to version 2.30 or better under Linux) or use an older compiler matching the capabilities of your assembler.
@@ -161,54 +164,77 @@ The basics: loading and parsing JSON documents
 ----------------------------------------------
 
 The simdjson library allows you to navigate and validate JSON documents ([RFC 8259](https://www.tbray.org/ongoing/When/201x/2017/12/14/rfc8259.html)).
-As required by the standard, your JSON document should be in a Unicode (UTF-8) string. The whole
+Your JSON document should be a valid Unicode (UTF-8) string.
-string, from the beginning to the end, needs to be valid: we do not attempt to tolerate bad
-inputs before or after a document.
 
-For efficiency reasons, simdjson requires a string with a few bytes (`simdjson::SIMDJSON_PADDING`)
+To parse JSON, create a `ondemand::parser` and call its `iterate()` method on a padded input.
-at the end, these bytes may be read but their content does not affect the parsing. In practice,
+The simplest way to load a JSON file is with `padded_string::load`:
-it means that the JSON inputs should be stored in a memory region with `simdjson::SIMDJSON_PADDING`
-extra bytes at the end. You do not have to set these bytes to specific values though you may
-want to if you want to avoid runtime warnings with some sanitizers. We expect the user
-of the library to load the data (from disk or from the network) into a padded buffer. To make
-this easy, we provide the `padded_string::load` function which loads files from disk in a padded buffer.
-[You can similarly fetch a file from a URL to a padded string](https://github.com/simdjson/curltostring) using our `simdjson::padded_string_builder`. Advanced users may want to read the section Free Padding in [our performance notes](performance.md).
-
-The simdjson library offers a tree-like [API](https://en.wikipedia.org/wiki/API), which you can
-access by creating a `ondemand::parser` and calling the `iterate()` method. The iterate method
-quickly indexes the input string and may detect some errors. The following example illustrates
-how to get started with an input JSON file (`"twitter.json"`):
 
 ```cpp
 ondemand::parser parser;
-auto json = padded_string::load("twitter.json"); // load JSON file 'twitter.json'.
+auto json = padded_string::load("twitter.json");
-ondemand::document doc = parser.iterate(json); // position a pointer at the beginning of the JSON data
+ondemand::document doc = parser.iterate(json);
 ```
 
-(Windows users compiling with C++17 or better may use `wchar_t` strings to support non-ASCII
+For inline JSON strings, use the `_padded` suffix:
-filenames: `padded_string::load(L"twitter.json")`.)
 
-If you prefer not to create your own `ondemand::parser` instance, you can access
+```cpp
-a thread-local version by calling `ondemand::parser.get_parser()`.
+ondemand::parser parser;
+auto json = "[1,2,3]"_padded;
+ondemand::document doc = parser.iterate(json);
+```
 
+If you are compiling with C++17 or better, you can use `simdjson::padded_input`
+which accepts any string-like input and handles padding automatically:
+
+```cpp
+ondemand::parser parser;
+std::string_view json = "[1,2,3]";
+simdjson::padded_input input(json);
+ondemand::document doc = parser.iterate(input);
+
+// Also works with std::string, considering reserved capacity
+std::string json_str = "[1,2,3]";
+json_str.reserve(100);  // Reserve extra space
+simdjson::padded_input input2(json_str);  // May avoid copying
+ondemand::document doc2 = parser.iterate(input2);
+```
+
+The simdjson library also accepts `std::string` instances directly---if the provided
+reference is non-const, it will allocate padding as needed:
+
+```cpp
+ondemand::parser parser;
+std::string json = "[1,2,3]";
+ondemand::document doc = parser.iterate(json);
+```
+
+By default, the simdjson library throws exceptions (`simdjson_error`) on errors. We omit `try`-`catch` clauses from our illustrating examples: if you omit `try`-`catch` in your code, an uncaught exception will halt your program. It is also possible to use simdjson without generating exceptions, and you may even build the library without exception support at all. See [Error handling](#error-handling) for details.
+
+
+### Advanced input options
+
+This section covers additional ways to provide JSON input to simdjson, including
+options for fine-grained control over padding and memory.
+
+**Thread-local parser.** If you prefer not to create your own `ondemand::parser` instance, you can access
+a thread-local version by calling `ondemand::parser.get_parser()`:
 
 ```cpp
 ondemand::document doc = ondemand::parser.get_parser().iterate(json);
 ```
 
-However, you should be careful because a parser instance can only be used for one
+A parser instance can only be used for one document at a time, so
-document at a time, thus it is only applicable when you are only parsing one
+the thread-local parser is only applicable when you parse one
 document per thread at any one time.
 
-You can also create a padded string---and call `iterate()`:
+**`padded_input` details (C++17+).** The actual padding only occurs when the JSON string ends near the boundary of a memory page, which is
+uncommon. Using a `simdjson::padded_input` is safe although sanitizers and tools like valgrind
+might report illegal reads (which are safe in our case because they remain in the mapped page). You should avoid `simdjson::padded_input`
+on systems without a page size of at least 4096: virtually all systems qualify except for
+some niche embedded systems running custom operating systems. Standard Linux, Windows, macOS, Android, iOS, etc., are all fine. Note that, most times, a `simdjson::padded_input` instance will not copy the data and will only act
+as a view (it does not own the memory).
 
-```cpp
+**User-managed buffers.** If you have a buffer of your own with enough padding already (`SIMDJSON_PADDING` extra bytes allocated), you can use `padded_string_view` to pass it in:
-ondemand::parser parser;
-auto json = "[1,2,3]"_padded; // The _padded suffix creates a simdjson::padded_string instance
-ondemand::document doc = parser.iterate(json); // parse a string
-```
-
-If you have a buffer of your own with enough padding already (SIMDJSON_PADDING extra bytes allocated), you can use `padded_string_view` to pass it in:
 
 ```cpp
 ondemand::parser parser;
@@ -217,60 +243,99 @@ strcpy(json, "[1]");
 ondemand::document doc = parser.iterate(json, strlen(json), sizeof(json));
 ```
 
-The simdjson library will also accept `std::string` instances. If the provided
+**Copying into a `padded_string`.** You can copy your data directly into a `simdjson::padded_string`:
-reference is non-const, it will allocate padding as needed.
-
-You can copy your data directly on a `simdjson::padded_string` as follows:
 
 ```cpp
 const char * data = "my data"; // 7 bytes
 simdjson::padded_string my_padded_data(data, 7); // copies to a padded buffer
 ```
 
-Or as follows...
+Or from a `std::string`:
 
 ```cpp
 std::string data = "my data";
 simdjson::padded_string my_padded_data(data); // copies to a padded buffer
 ```
 
-You can then parse the JSON data from the `simdjson::padded_string` instance:
+**`std::string` and sanitizer warnings.** Whenever you pass an `std::string` reference to `parser::iterate`,
-
+the parser may access bytes beyond the end of
-
-```cpp
-ondemand::document doc = parser.iterate(my_padded_data);
-```
-
-Whenever you pass an `std::string` reference to `parser::iterate`,
-the parser will access the bytes beyond the end of
 the string but before the end of the allocated memory (`std::string::capacity()`).
-If you are using a sanitizer that checks for reading uninitialized bytes or `std::string`'s
+Sanitizers that check for reading uninitialized bytes may produce warnings.
-container-overflow checks, you may encounter sanitizer warnings.
+You can safely ignore these warnings, or call `simdjson::pad(std::string&)` to pad the
-You can safely ignore these warnings. Or you can call `simdjson::pad(std::string&)` to pad the
+string explicitly:
-string with `SIMDJSON_PADDING` spaces: this function returns a `simdjson::padding_string_view` which can be be passed to the parser's iterator function:
 
 ```cpp
 std::string json = "[1]";
 ondemand::document doc = parser.iterate(simdjson::pad(json));
 ```
 
-We recommend against creating many `std::string` or many `std::padding_string` instances in your application to store your JSON data.
+We recommend against creating many `std::string` or many `std::padded_string` instances in your application to store your JSON data.
 Consider reusing the same buffers and limiting memory allocations.
 
-By default, the simdjson library throws exceptions (`simdjson_error`) on errors. We omit `try`-`catch` clauses from our illustrating examples: if you omit `try`-`catch` in your code, an uncaught exception will halt your program. It is also possible to use simdjson without generating exceptions, and you may even build the library without exception support at all. See [Error handling](#error-handling) for details.
+**Memory-file mapping.** You can use `simdjson::padded_memory_map` to create a
+`simdjson::padded_string_view` from a file on disk. On POSIX systems (Linux,
+macOS, BSD, ...) it uses `mmap` for true zero-copy access and is always
+available. On Windows it is an **opt-in** feature because it relies on the
+`CreateFileMapping2` / `MapViewOfFile3` APIs (Windows 10, version 1803 or
+later) which are exported from `onecore.lib` rather than the default
+`kernel32.lib`. To enable it, you must satisfy **all** of the following:
 
-Some users may want to browse code along with the compiled assembly. You want to check out the following lists of examples:
+1. Building simdjson with `-DSIMDJSON_ENABLE_MEMORY_FILE_MAPPING_ON_WINDOWS=ON`, or
+   defining `SIMDJSON_ENABLE_MEMORY_FILE_MAPPING_ON_WINDOWS=1` and raising
+   `NTDDI_VERSION` to at least `NTDDI_WIN10_RS4` (Windows 10, version 1803)
+   and linking `onecore.lib` manually if you are consuming simdjson as a
+   pre-built library.
+2. `#include <windows.h>` before including simdjson, in every translation
+   unit that uses `padded_memory_map`.
 
-* [simdjson examples with errors handled through exceptions](https://godbolt.org/z/98Kx9Kqjn)
+The Windows implementation then uses `CreateFileMapping2` / `MapViewOfFile3`
-* [simdjson examples with errors without exceptions](https://godbolt.org/z/PKG7GdbPo)
+for true zero-copy access whenever possible, with a transparent
+buffered-read fallback for files that end too close to a page boundary.
 
-*Windows-specific*:  Windows users who need to read files with
+The availability of the class can be tested with the preprocessor macro
+`SIMDJSON_HAS_PADDED_MEMORY_MAP`.
+
+```cpp
+#ifdef _WIN32
+#include <windows.h> // Must come BEFORE <simdjson.h> on Windows
+#endif
+#include "simdjson.h"
+// ...
+simdjson::padded_memory_map map(myfilename);
+if (!map.is_valid()) { /* handle error */ }
+simdjson::padded_string_view view = map.view();
+ondemand::document doc = parser.iterate(view);
+```
+
+**Windows-specific notes.** Windows users compiling with C++17 or better may use `wchar_t` strings to support non-ASCII
+filenames: `padded_string::load(L"twitter.json")`. Windows users who need to read files with
 non-ANSI characters in the name should set their code page to
 UTF-8 (65001). This should be the default with Windows 11 and better.
 Further, they may use the AreFileApisANSI function to determine whether
 the filename is interpreted using the ANSI or the system default OEM
 codepage, and they may call SetFileApisToOEM accordingly.
 
+Some users may want to browse code along with the compiled assembly:
+
+* [simdjson examples with errors handled through exceptions](https://godbolt.org/z/98Kx9Kqjn)
+* [simdjson examples with errors without exceptions](https://godbolt.org/z/PKG7GdbPo)
+
+**Summary of input types:**
+
+
+| Input Type / Method                          | Padding Requirement                                                                 | How Padding is Handled                                                                 | Ownership / Copying                          | Notes / Warnings                                                                 |
+|----------------------------------------------|-------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------|----------------------------------------------|----------------------------------------------------------------------------------|
+| `padded_string::load("file.json")`           | Automatic (SIMDJSON_PADDING extra bytes)                                           | Library allocates padded buffer and loads file into it                                 | Owned by `padded_string`                     | Recommended for files; safest and simplest.                                      |
+| `"...json..."_padded` literal                | Automatic (built-in padding)                                                        | Creates `padded_string` with padding                                                   | Owned by `padded_string`                     | Convenient for small hardcoded JSON.                                             |
+| `simdjson::padded_input` (C++17+)            | Automatic when needed                                                               | Adds padding **only** if the string ends near a memory page boundary. For `std::string`, considers `capacity()` | Usually a non-owning view (no copy most times) | Safe on standard OS (page size ≥ 4096). May trigger sanitizer/valgrind warnings (harmless). Avoid on niche embedded systems. |
+| User buffer with explicit padding            | Must have at least `SIMDJSON_PADDING` extra allocated bytes after JSON content     | Pass via `iterate(ptr, json_length, total_allocated_size)` or `padded_string_view`     | User-owned (no copy)                         | Use `char buf[len + SIMDJSON_PADDING]`. Library reads (but never writes) into padding. |
+| `std::string` (non-const)                    | Library checks `capacity()`                                                         | If insufficient, library may allocate a padded copy                                    | May copy (depends on capacity)               | Can trigger sanitizer warnings on uninitialized bytes. Use `simdjson::pad(json)` to avoid. |
+| `simdjson::pad(std::string&)`                | Adds padding if needed                                                              | Returns `padded_string_view` pointing to the (possibly resized) string                 | References original string                   | Recommended to silence sanitizers when using `std::string`.                      |
+| `padded_string(data, length)` or `padded_string(std::string)` | Automatic (copies into padded buffer)                                              | Explicit copy into owned padded buffer                                                 | Owned by `padded_string`                     | Safe when you want full ownership and padding guaranteed.                        |
+| `padded_string_view` (manual)                | User guarantees `SIMDJSON_PADDING` extra bytes after the viewed length             | User provides pointer + length + capacity                                              | Non-owning view                              | Low-level; requires careful buffer management.                                   |
+| Memory-mapped file (`padded_memory_map`)     | Automatic via mapping / padded read                                                 | Creates view with sufficient padding                                                   | Non-owning (tied to map lifetime)            | Always available on POSIX (zero-copy `mmap`). On Windows, opt-in via `-DSIMDJSON_ENABLE_MEMORY_FILE_MAPPING_ON_WINDOWS=ON` (requires Windows 10 1803+ and links `onecore.lib`) and `#include <windows.h>` before simdjson; uses `CreateFileMapping2` + `MapViewOfFile3`. |
+
+
 Documents are iterators
 -----------------------
 
@@ -374,6 +439,10 @@ builds to disable additional runtime testing and get the best performance. We
 disable these checks on a best-effort basis but the C++ standard does not provide
 a direct way to check for a release build.
 
+
+Warnign: Mixing debug and release simdjson code is unsafe: you either build all your code
+using simdjson in release mode or all of it in debug mode.
+
 Using the parsed JSON
 ---------------------
 
@@ -417,7 +486,7 @@ support for users who avoid exceptions. See [the simdjson error handling documen
 * **Extracting Values:** You can cast a JSON element to a native type:
   `double(element)`. This works for `std::string_view`, double, uint64_t, int64_t, bool,
   ondemand::object and ondemand::array. We also have explicit methods such as `get_string()`, `get_double()`,
-  `get_uint64()`, `get_int64()`, `get_bool()`, `get_object()` and `get_array()`. After a cast or an explicit method,
+  `get_uint64()`, `get_int64()`, `get_uint32()`, `get_int32()`, `get_bool()`, `get_object()` and `get_array()`. After a cast or an explicit method,
   the number, string or boolean will be parsed, or the initial `{` or `[` will be verified for `ondemand::object` and `ondemand::array`. An exception may be thrown if
   the cast is not possible: the error code is `simdjson::INCORRECT_TYPE` (see [Error handling](#error-handling)). Importantly, when getting an ondemand::object or ondemand::array instance, its content is
   not validated: you are only guaranteed that the corresponding initial character (`{` or `[`) is present. Thus,
@@ -427,8 +496,8 @@ support for users who avoid exceptions. See [the simdjson error handling documen
   pass `true` (`get_string(true)`) as a parameter to get replacement characters where errors
   occur. If you somehow need to access non-UTF-8 strings in a lossless manner
   (e.g., if you strings contain unpaired surrogates), you may use the `get_wobbly_string()` function to get a string in the [WTF-8 format](https://simonsapin.github.io/wtf-8).
-  When calling `get_uint64()` and `get_int64()`, if the number does not fit in a corresponding
+  When calling `get_uint64()`, `get_int64()`, `get_uint32()` or `get_int32()`, if the number does not fit in the
-  64-bit integer type, it is also considered an error. When parsing numbers or other scalar values, the library checks
+  corresponding integer type, it is also considered an error (`NUMBER_OUT_OF_RANGE`). When parsing numbers or other scalar values, the library checks
   that the value is followed by an expected character, thus you *may* get a number parsing error when accessing the digits
   as an integer in the following strings: `{"number":12332a`, `{"number":12332\0`, `{"number":12332` (the digits appear at the end). We always abide by the [RFC 8259](https://www.tbray.org/ongoing/When/201x/2017/12/14/rfc8259.html) JSON specification so that, for example, numbers prefixed by the `+` sign are in error.
 
@@ -469,7 +538,7 @@ support for users who avoid exceptions. See [the simdjson error handling documen
   out of the array, you may use an array access (e.g., `array[1]`). You should never reset an array as you are iterating through it. The following is an anti-pattern: `for(auto value: myarray) {myarray.reset()}`.
 * **Field Access:** To get the value of the "foo" field in an object, use `object["foo"]`. This will
   scan through the object looking for the field with the matching string, doing a character-by-character
-  comparison. It may generate the error `simdjson::NO_SUCH_FIELD` if there is no such key in the object, it may throw an exception (see [Error handling](#error-handling)). For efficiency reason, you should avoid looking up the same field repeatedly: e.g., do
+  comparison. It may generate the error `simdjson::NO_SUCH_FIELD` if there is no such key in the object, it may throw an exception (see [Error handling](#error-handling)). The returned value is only valid so long as you do not access another field: normally, you should therefore grab the value right after accessing a key (i.e., convert it to number, string, object, array...). For efficiency reason, you should avoid looking up the same field repeatedly: e.g., do
   not do `object["foo"]` followed by `object["foo"]` with the same `object` instance. Generally, you should not mix and match iterating through an object (`for(auto field : object) {...}`) and key accesses (`object["foo"]`): if you need to iterate through an object after a key access, you need to call `reset()` on the object. Whenever you call `reset()`, you need to keep in mind that though you can iterate over the array repeatedly, values should be consumedonly once (e.g., repeatedly calling `unescaped_key()` on the same  key is forbidden). Keep in mind that On-Demand does not buffer or save the result of the parsing: if you repeatedly access `object["foo"]`, then it must repeatedly seek the key and parse the content. The library does not provide a distinct function to check if a key is present, instead we recommend you attempt to access the key: e.g., by doing `ondemand::value val{}; if (!object["foo"].get(val)) {...}`, you have that `val` contains the requested value inside the if clause.  It is your responsibility as a user to temporarily keep a reference to the value (`auto v = object["foo"]`), or to consume the content and store it in your own data structures. If you consume an
   object twice: `std::string_view(object["foo"]` followed by `std::string_view(object["foo"]` then your code
   is in error. Furthermore, you can only consume one field at a time, on the same object. The
@@ -1281,10 +1350,6 @@ You can also use the custom `Car` type as part of a template such as `std::vecto
   simdjson::ondemand::parser parser;
   simdjson::ondemand::document doc = parser.iterate(json);
   std::vector<Car> cars(doc);
-  // visual studio users need an explicit call:
-  //   std::vector<Car> cars = doc.get<std::vector<Car>>();
-  // because the compiler does not know whether to convert
-  // doc to an unsigned int or to a vector.
   for(Car& c : cars) {
     std::cout << c.year << std::endl;
   }
@@ -1378,6 +1443,8 @@ With this code, deserializing an `std::list<Car>` instance would capture only th
 that are not made by Toyota.
 
 
+**Performance tip**: You will get better performance if you order the attributes (make, model)
+in the order they appear in the JSON document.
 
 
 ### 3. Using static reflection (C++26)
@@ -1454,6 +1521,10 @@ void f() {
 }
 ```
 
+
+**Performance tip**: You will get better performance if you order the attributes (make, model)
+in the order they appear in the JSON document.
+
 #### Special cases
 
 However, there are instances where the construction cannot
@@ -1531,6 +1602,10 @@ type without a document instance like so:
 Car car = simdjson::from(json);
 ```
 
+The string must be a `simdjson::padded_string_view`, which can be created from an std::string
+instance with `simdjson::pad()` function, from a `simdjson::padded_string` instance, or string literal using the `_padded`  user-defined literal.
+
+
 You can also use the `simdjson::from` syntax without exceptions, like so:
 ```cpp
 Car car;
@@ -1771,15 +1846,15 @@ int64_t x = obj.at_path("$.c.foo.a[1]"); // 20
 x = obj.at_path("$.d.foo2.a.2"); // 30
 ```
 
-## Using `at_path_with_wildcard` for JSONPath Queries (On-Demand)
+## Using `for_each_at_path_with_wildcard` for JSONPath Queries (On-Demand)
 
-The `at_path_with_wildcard` function in simdjson extends the JSONPath querying capabilities by supporting wildcard expressions (`*`) in JSON paths. This allows users to retrieve multiple elements from a JSON document in a single query. For example, you can use `$.address.*` to fetch all fields within the `address` object or `$.phoneNumbers[*].numbers[*]` to retrieve all phone numbers across multiple objects in an array.
+The `for_each_at_path_with_wildcard` function in simdjson extends the JSONPath querying capabilities by supporting wildcard expressions (`*`) in JSON paths. It calls a user-provided callback for each matching element, avoiding the need to materialize all results into a vector. For example, you can use `$.address.*` to fetch all fields within the `address` object or `$.phoneNumbers[*].numbers[*]` to retrieve all phone numbers across multiple objects in an array.
 
-The `*` wildcard matches all elements at a specific level. For instance, `$.address.*` retrieves all key-value pairs in the `address` object, while `$.*.streetAddress` fetches all `streetAddress` fields across objects at the root level. You can combine wildcards with array indexing. For example, `$.phoneNumbers[*].numbers[1]` retrieves the second number from each `numbers` array in the `phoneNumbers` array. If no elements match the wildcard query, the function returns an empty result. For instance, querying `$.empty_object.*` or `$.empty_array.*` will yield an empty set.
+The `*` wildcard matches all elements at a specific level. For instance, `$.address.*` retrieves all key-value pairs in the `address` object, while `$.*.streetAddress` fetches all `streetAddress` fields across objects at the root level. You can combine wildcards with array indexing. For example, `$.phoneNumbers[*].numbers[1]` retrieves the second number from each `numbers` array in the `phoneNumbers` array. If no elements match the wildcard query, the callback is simply never called. For instance, querying `$.empty_object.*` or `$.empty_array.*` will yield no callbacks.
 
 ### Example Usage
 
-Here is an example demonstrating the use of `at_path_with_wildcard`:
+Here is an example demonstrating the use of `for_each_at_path_with_wildcard`:
 
 ```cpp
 simdjson::padded_string json_string = R"(
@@ -1808,31 +1883,86 @@ ondemand::parser parser;
 ondemand::document doc = parser.iterate(json_string);
 
 // Fetch all fields in the address object
-std::vector<ondemand::value> values;
+auto error = doc.for_each_at_path_with_wildcard("$.address.*",
-auto error = doc.at_path_with_wildcard("$.address.*").get(values);
+    [](ondemand::value value) {
-if (!error) {
-  for (auto value : values) {
       std::string_view field;
       if (value.get(field) == SUCCESS) {
         std::cout << field << std::endl;
       }
-  }
+    });
-}
 
 // Fetch all phone numbers
-error = doc.at_path_with_wildcard("$.phoneNumbers[*].numbers[*]").get(values);
+doc.for_each_at_path_with_wildcard("$.phoneNumbers[*].numbers[*]",
-if (!error) {
+    [](ondemand::value value) {
-  for (auto value : values) {
       std::string_view number;
       if (value.get(number) == SUCCESS) {
         std::cout << number << std::endl;
       }
-  }
+    });
-}
 ```
 
 This function is particularly useful for extracting data from complex JSON structures with nested arrays and objects. By leveraging wildcards, you can simplify your queries and reduce the need for multiple iterations.
 
+## C++20 Ranges Support
+
+When compiling with C++20 (or later), you can use `std::ranges` with the On-Demand API
+via the `get_range()` helper. This enables use of range adaptors such as `std::views::transform`.
+
+```cpp
+#include "simdjson.h"
+#include <ranges>
+#include <string>
+#include <vector>
+
+auto json = R"([
+  { "name": "Alice", "age": 30 },
+  { "name": "Bob",   "age": 25 },
+  { "name": "Carol", "age": 35 }
+])"_padded;
+
+ondemand::parser parser;
+auto doc = parser.iterate(json);
+auto arr = doc.get_array();
+
+// Use std::views::transform to extract names
+auto names = ondemand::get_range(arr)
+  | std::views::transform([](auto elem) -> std::string {
+      return std::string(std::string_view(elem["name"]));
+    });
+
+for (auto name : names) {
+  std::cout << name << std::endl;  // Alice, Bob, Carol
+}
+```
+
+The `get_range()` and `get_key_value_range()` functions wrap an `ondemand::array`
+or `ondemand::object` in a `std::ranges::view` that satisfies `std::ranges::input_range`.
+They work with both exception and non-exception code:
+
+```cpp
+// With exceptions:
+auto range = ondemand::get_range(doc.get_array());
+
+// Without exceptions:
+ondemand::array arr;
+if (doc.get_array().get(arr) == SUCCESS) {
+  auto range = ondemand::get_range(arr);
+  for (auto elem : range) { /* ... */ }
+}
+```
+
+Object iteration uses `get_key_value_range()` and yields `simdjson_result<ondemand::field>` elements:
+
+```cpp
+auto obj = doc.get_object();
+for (auto field_result : ondemand::get_key_value_range(obj)) {
+  std::cout << field_result.key() << std::endl;
+}
+```
+
+The range wrappers are zero-cost: they forward directly to the underlying
+On-Demand iterators with no value buffering or extra per-element overhead.
+
 ## Compile-Time JSONPath and JSON Pointer (C++26 Reflection)
 
 The simdjson library provides **compile-time validated** JSONPath and JSON Pointer accessors when using C++26 Static Reflection. These accessors validate paths against struct definitions at compile time and generate optimized code with zero runtime overhead. In some cases, we find that it is much faster. Furthermore, it is safer in the sense that the expression

doc/compile_time.md

@@ -32,6 +32,21 @@ your code with the `SIMDJSON_STATIC_REFLECTION` macro set:
 The `simdjson::compile_time::parse_json` function parses a JSON document at **compile time** and returns a `constexpr` structure reflecting its content. We support the full range of JSON values, which are mapped to C++ types as in
 the following table.
 
+For convenience, you can also use the `""_json` user-defined literal operator, which is available in the `simdjson::literals` namespace:
+
+```cpp
+using namespace simdjson::literals;
+
+constexpr auto cfg = R"(
+{
+    "port": 8080,
+    "host": "localhost"
+}
+)"_json;
+```
+
+Alternatively, you can use the qualified name `simdjson::literals::operator""_json`.
+
 
 | JSON type      | C++ type                         |
 |----------------|----------------------------------|
@@ -61,6 +76,8 @@ You can do so, at compile-time, as follows:
 
 
 ```cpp
+using namespace simdjson::literals;
+
 constexpr auto cfg = R"(
 
 {
@@ -79,6 +96,8 @@ constexpr auto cfg = R"(
 You can nest objects and arrays:
 
 ```cpp
+using namespace simdjson::literals;
+
 constexpr auto data = R"(
 
 {
@@ -98,6 +117,8 @@ constexpr auto data = R"(
 Top-level arrays are allowed:
 
 ```cpp
+using namespace simdjson::literals;
+
 constexpr auto arr = R"(
 
 [1, 2, 3]
@@ -116,6 +137,8 @@ want to check that it conforms to your expectation. You can do so with concepts.
 Let us consider this example:
 
 ```cpp
+    using namespace simdjson::literals;
+
     constexpr auto config = R"(
 
     [

doc/dom.md

@@ -125,6 +125,42 @@ Further, they may use the AreFileApisANSI function to determine whether
 the filename is interpreted using the ANSI or the system default OEM
 codepage, and they may call SetFileApisToOEM accordingly.
 
+
+**Advanced feature:**
+You can use `simdjson::padded_memory_map` to create a `simdjson::padded_string_view`
+from a file on disk without copying the file contents into your own buffer.
+On POSIX systems (Linux, macOS, BSD, ...) it uses `mmap` for true zero-copy
+access. On Windows it is available as an **opt-in** feature and requires:
+
+1. Building simdjson with `-DSIMDJSON_ENABLE_MEMORY_FILE_MAPPING_ON_WINDOWS=ON`, or
+   defining `SIMDJSON_ENABLE_MEMORY_FILE_MAPPING_ON_WINDOWS=1` and raising
+   `NTDDI_VERSION` to at least `NTDDI_WIN10_RS4` (Windows 10, version 1803)
+   and linking `onecore.lib` manually if you are consuming simdjson as a
+   pre-built library.
+2. `#include <windows.h>` before `#include "simdjson.h"` in every
+   translation unit where you want to use `padded_memory_map`.
+
+When enabled on Windows, the implementation uses `CreateFileMapping2` and
+`MapViewOfFile3` for true zero-copy mapping whenever the file does not end
+within `SIMDJSON_PADDING` bytes of a page boundary; otherwise it falls back
+to reading the file into a padded heap buffer. If those requirements are
+not met, the class is not declared and the code below will fail to compile.
+
+```cpp
+#ifdef _WIN32
+#include <windows.h> // Must come BEFORE <simdjson.h> on Windows
+#endif
+#include "simdjson.h"
+// ...
+simdjson::padded_memory_map map(TWITTER_JSON);
+if (!map.is_valid()) { /* handle error */ }
+simdjson::padded_string_view view = map.view(); // view is usable while padded_memory_map is in scope
+ondemand::document doc = parser.iterate(view); // parse the JSON
+```
+
+Using memory-file mapping requires some care. The file should not be modified while you are
+accessing it.
+
 Using the Parsed JSON
 ---------------------
 
@@ -152,6 +188,23 @@ Once you have an element, you can navigate it with idiomatic C++ iterators, oper
   `SIMDJSON_MINUS_ZERO_AS_FLOAT` to `1` when building simdjson, you can get that `-0` is mapped to `-0.0`
   as in JavaScript. You can get the desired effect by building simdjson with cmake setting the
   `SIMDJSON_MINUS_ZERO_AS_FLOAT` to on: `cmake -B build -D SIMDJSON_MINUS_ZERO_AS_FLOAT=ON`.
+* **Big Integer Support (opt-in):** By default, integers that exceed the 64-bit range cause parsing to fail with `BIGINT_ERROR`. You can opt in to big integer support so that these numbers are stored as raw digit strings on the tape instead:
+  ```cpp
+  simdjson::dom::parser parser;
+  parser.number_as_string(true); // opt-in, default false
+  simdjson::dom::element doc;
+  auto error = parser.parse("[1, 123456789012345678901]"_padded).get(doc);
+  if (error) { std::cerr << error << std::endl; return EXIT_FAILURE; }
+  for (simdjson::dom::element elem : doc) {
+    if (elem.is_bigint()) {
+      std::string_view digits;
+      error = elem.get_bigint().get(digits);
+      if (error) { std::cerr << error << std::endl; return EXIT_FAILURE; }
+      std::cout << "big integer: " << digits << std::endl;
+    }
+  }
+  ```
+  When enabled, big integers have type `element_type::BIGINT`. Calling `get_int64()`, `get_uint64()`, or `get_double()` on a big integer returns `INCORRECT_TYPE`. Normal numbers (int64, uint64, double) are unaffected.
 * **Field Access:** To get the value of the "foo" field in an object, use `object["foo"]`.
 * **Array Iteration:** To iterate through an array, use `for (auto value : array) { ... }`. If you
   know the type of the value, you can cast it right there, too! `for (double value : array) { ... }`
@@ -164,7 +217,7 @@ Once you have an element, you can navigate it with idiomatic C++ iterators, oper
 * **Array and Object size** Given an array or an object, you can get its size (number of elements or keys)
   with the `size()` method.
 * **Checking an Element Type:** You can check an element's type with `element.type()`. It
-  returns an `element_type` with values such as `simdjson::dom::element_type::ARRAY`, `simdjson::dom::element_type::OBJECT`, `simdjson::dom::element_type::INT64`,  `simdjson::dom::element_type::UINT64`,`simdjson::dom::element_type::DOUBLE`, `simdjson::dom::element_type::STRING`, `simdjson::dom::element_type::BOOL` or, `simdjson::dom::element_type::NULL_VALUE`.
+  returns an `element_type` with values such as `simdjson::dom::element_type::ARRAY`, `simdjson::dom::element_type::OBJECT`, `simdjson::dom::element_type::INT64`,  `simdjson::dom::element_type::UINT64`,`simdjson::dom::element_type::DOUBLE`, `simdjson::dom::element_type::STRING`, `simdjson::dom::element_type::BOOL`, `simdjson::dom::element_type::NULL_VALUE` or, `simdjson::dom::element_type::BIGINT` (when big integer support is enabled).
 * **Output to streams and strings:** Given a document or an element (or node) out of a JSON document, you can output a minified string version using the C++ stream idiom (`out << element`). You can also request the construction of a minified string version (`simdjson::minify(element)`) or a prettified string version (`simdjson::prettify(element)`). Numbers are serialized as 64-bit floating-point numbers (`double`).
 
 ### Examples
@@ -737,6 +790,9 @@ void basics_treewalk_1() {
 }
 ```
 
+Notice that we do not include `dom::element_type::BIGINT` in this example
+as `dom::element_type::BIGINT` type is only generated if the parser was
+set to support big integers (`parser.number_as_string(true)`).
 
 
 Reusing the parser for maximum efficiency
@@ -849,6 +905,19 @@ simdjson::dom::element element = parser.parse(padded_json_copy.get(), json_len,
 
 Setting the `realloc_if_needed` parameter `false` in this manner may lead to better performance since copies are avoided, but it requires that the user takes more responsibilities: the simdjson library cannot verify that the input buffer was padded with SIMDJSON_PADDING extra bytes.
 
+If you are compiling your project with C++17 or better, you can use a `simdjson::padded_input`:
+
+```cpp
+simdjson::dom::parser parser;
+std::string_view json = "[1,2,3]";
+simdjson::padded_input input(json); // Automatically pads if needed
+simdjson::dom::element element = parser.parse(input);
+```
+
+The actual padding only occurs if the JSON string ends near the boundary of a memory page, which is uncommon. Using a `simdjson::padded_input` is safe although sanitizers and tools like valgrind might report illegal reads (which are safe in our case because they remain in the mapped page). You should avoid `simdjson::padded_input` on systems without a page size of at least 4096: virtually all systems qualify except for some niche embedded systems running custom operating systems. Standard Linux, Windows, macOS, Android, iOS, etc., are all fine.  Note that, most times, an `simdjson::padded_input` instance will not copy the data and will only act
+as a view (it does not own the memory).
+
+
 Performance Tips
 ---------------------
 

doc/implementation-selection.md

@@ -33,6 +33,9 @@ compiles *all* the implementations into the executable. On Intel, it will includ
 (icelake, haswell, westmere and fallback), on 64-bit ARM it will include just one since running dispatching is  unnecessary, and on PPC
 it will include 2 (ppc64 and fallback).
 
+On Loongson processors, LASX runtime dispatching is only enabled on GCC 15+, not on LLVM or older versions of GCC.
+Thus unless you compile specifically for LASX or use GCC 15+, you will not benefit from LASX support.
+
 If you know more about where you're going to run and want to save the space, you can disable any of
 these implementations at compile time with `-DSIMDJSON_IMPLEMENTATION_X=0` (where X is ICELAKE, HASWELL,
 WESTMERE, ARM64, PPC64, LSX, LASX and FALLBACK).

doc/iterate_many.md

@@ -22,10 +22,12 @@ Contents
   - [Threads](#threads)
 - [Support](#support)
 - [API](#api)
+- [Streaming directly from a memory-mapped file](#streaming-directly-from-a-memory-mapped-file)
 - [Use cases](#use-cases)
 - [Tracking your position](#tracking-your-position)
 - [Incomplete streams](#incomplete-streams)
 - [C++20 features](#c20-features)
+- [C++26 features (static reflection)](#c26-features-static-reflection)
 
 Motivation
 -----------
@@ -132,7 +134,7 @@ E.g., `[1,2]{"32":1}` is recognized as two documents.
 Some official formats **(non-exhaustive list)**:
 - [Newline-Delimited JSON (NDJSON)](https://github.com/ndjson/ndjson-spec/)
 - [JSON lines (JSONL)](http://jsonlines.org/)
-- [Record separator-delimited JSON (RFC 7464)](https://tools.ietf.org/html/rfc7464) <- Not supported by simdjson!
+- [Record separator-delimited JSON (RFC 7464)](https://tools.ietf.org/html/rfc7464)
 - [More on Wikipedia...](https://en.wikipedia.org/wiki/JSON_streaming)
 
 API
@@ -154,6 +156,86 @@ for (auto doc : docs) {
 
 See [basics.md](basics.md#newline-delimited-json-ndjson-and-json-lines) for an overview of the API.
 
+
+Streaming directly from a memory-mapped file
+--------------------------------------------
+
+When your input is a large NDJSON / JSON-lines file on disk, the most efficient
+way to feed `iterate_many` is to use `simdjson::padded_memory_map`. It returns
+a `padded_string_view` with the right amount of trailing padding, so you can
+hand it straight to `iterate_many` without ever copying the file contents into
+your own buffer.
+
+`padded_memory_map` is available on POSIX systems (Linux, macOS, BSD, ...) by
+default. On Windows it is an **opt-in** feature with the following
+requirements:
+
+1. Build simdjson with `-DSIMDJSON_ENABLE_MEMORY_FILE_MAPPING_ON_WINDOWS=ON`, or — if
+   you consume simdjson as a pre-built library — define
+   `SIMDJSON_ENABLE_MEMORY_FILE_MAPPING_ON_WINDOWS=1`, raise `NTDDI_VERSION` to at
+   least `NTDDI_WIN10_RS4` (`0x0A000005`, Windows 10 version 1803), and
+   add `onecore.lib` to your link line yourself. The Windows
+   implementation uses the modern memory APIs `CreateFileMapping2` /
+   `MapViewOfFile3`, which are available starting with that version of
+   Windows and are exported by `onecore.lib`.
+2. `#include <windows.h>` before `#include "simdjson.h"` in every
+   translation unit where you want to use `padded_memory_map`. simdjson
+   deliberately does not pull in `<windows.h>` itself, so the class is
+   only declared when the Win32 types are already visible.
+
+If either requirement is not met on Windows, the `padded_memory_map` class is
+not declared at all and any code that references it fails to compile with an
+"unknown identifier" error. The availability of the class can be tested with
+the macro `SIMDJSON_HAS_PADDED_MEMORY_MAP`.
+
+On POSIX, `padded_memory_map` uses `mmap` to map the file directly into
+memory with zero copies. On Windows (when enabled), it uses
+`CreateFileMapping2` + `MapViewOfFile3` for true zero-copy mapping
+whenever the file does not end within `SIMDJSON_PADDING` bytes of a page
+boundary; for those rare cases, it transparently falls back to reading
+the file into a heap-allocated padded buffer so that the returned view
+always has `SIMDJSON_PADDING` accessible zero bytes after the file content.
+
+```cpp
+#ifdef _WIN32
+#include <windows.h> // Must come BEFORE <simdjson.h> on Windows
+#endif
+#include "simdjson.h"
+
+// ...
+
+simdjson::padded_memory_map map("huge_stream.ndjson");
+if (!map.is_valid()) { /* file missing, unreadable, too large, ... */ return; }
+
+simdjson::ondemand::parser parser;
+simdjson::ondemand::document_stream stream;
+auto error = parser.iterate_many(map.view()).get(stream);
+if (error) { std::cerr << error << std::endl; return; }
+
+for (auto doc : stream) {
+  // process each JSON document in the stream
+  std::cout << doc << std::endl;
+}
+```
+
+Important lifetime rule: the `padded_string_view` returned by `map.view()` is
+only valid while the `padded_memory_map` instance is alive, so keep `map`
+alive for as long as you are iterating the stream.
+
+The file must not be modified while the memory map is in use. If you need a
+fully independent copy of the data, use `simdjson::padded_string::load(...)`
+instead.
+
+If you prefer single-document parsing on a memory-mapped file, the same
+pattern applies to `parser.iterate(...)`:
+
+```cpp
+simdjson::padded_memory_map map(myfilename);
+if (!map.is_valid()) { /* handle error */ }
+simdjson::padded_string_view view = map.view(); // view is usable while padded_memory_map is in scope
+ondemand::document doc = parser.iterate(view); // parse the JSON
+```
+
 ## Use cases
 
 From [jsonlines.org](http://jsonlines.org/examples/):
@@ -264,39 +346,131 @@ Importantly, you should only call `truncated_bytes()` after iterating through al
 Comma-separated documents
 -----------
 
-We also support comma-separated documents, but with some performance limitations. The `iterate_many` function  takes in an option to allow parsing of comma separated documents (which defaults on false). In this mode, the entire buffer is processed in one batch. Therefore, the total size of the document should not exceed the maximal capacity of the parser (4 GB). This mode also effectively disallow multithreading. It is therefore mostly suitable for not "very large" inputs. In this mode, the batch_size parameter
+To parse comma-separated documents like `{"a":1},{"b":2},{"c":3}`, use the `stream_format::comma_delimited` parameter:
-is effectively ignored, as it is set to at least the document size.
 
-Example:
+```cpp
+auto json = R"({"a":1},{"b":2},{"c":3})"_padded;
+ondemand::parser parser;
+ondemand::document_stream stream;
+auto error = parser.iterate_many(json, ondemand::DEFAULT_BATCH_SIZE,
+                                 simdjson::stream_format::comma_delimited).get(stream);
+if (error) { std::cerr << error << std::endl; return; }
+for (auto doc : stream) {
+    std::cout << doc << std::endl;
+}
+// Prints: {"a":1}
+//         {"b":2}
+//         {"c":3}
+```
 
+Whitespace around the commas is allowed:
+```cpp
+auto json = R"({"a":1} , {"b":2} , {"c":3})"_padded;  // Also works
+```
+
+Nested commas inside objects and arrays are preserved:
+```cpp
+auto json = R"({"arr":[1,2,3]},{"obj":{"x":1,"y":2}})"_padded;
+// Correctly parses as 2 documents, not 6
+```
+
+Mixed document types are supported:
 ```cpp
 auto json = R"(1, 2, 3, 4, "a", "b", "c", {"hello": "world"}, [1, 2, 3])"_padded;
 ondemand::parser parser;
 ondemand::document_stream doc_stream;
-    // We pass '32' as the batch size, but it is a bogus parameter because, since
+auto error = parser.iterate_many(json, ondemand::DEFAULT_BATCH_SIZE,
-    // we pass 'true' to the allow_comma parameter, the batch size will be set to at least
+                                 simdjson::stream_format::comma_delimited).get(doc_stream);
-    // the document size.
-    auto error = parser.iterate_many(json, 32, true).get(doc_stream);
 if (error) { std::cerr << error << std::endl; return; }
 for (auto doc : doc_stream) {
     std::cout << doc.type() << std::endl;
 }
+// Prints: number number number number string string string object array
 ```
 
- This will print:
+Extra top-level separators are tolerated for compatibility with the legacy
+`allow_comma_separated` behavior. For example, leading commas, trailing commas,
+and repeated commas are treated as empty separators rather than documents.
 
+### Legacy `allow_comma_separated` parameter (deprecated)
+
+The `allow_comma_separated` boolean parameter is deprecated. When set to `true`, it now internally maps to `stream_format::comma_delimited`.
+
+The old single-batch limitation no longer applies - comma-delimited parsing now supports multi-batch processing and threading for optimal performance on large files.
+
+JSON Text Sequences (RFC 7464)
+------------------------------
+
+[RFC 7464](https://tools.ietf.org/html/rfc7464) defines a format for streaming JSON values using ASCII Record Separator (RS, 0x1E) as a delimiter. Each JSON text is preceded by RS and optionally followed by ASCII Line Feed (LF, 0x0A).
+
+Example input:
 ```
-number
+<RS>{"name":"doc1"}<LF>
-number
+<RS>{"name":"doc2"}<LF>
-number
+<RS>{"name":"doc3"}<LF>
-number
-string
-string
-string
-object
-array
 ```
 
+To parse JSON text sequences, use the `stream_format::json_sequence` parameter:
+
+```cpp
+// Build input with RS (0x1E) and LF (0x0A) delimiters
+std::string input_str;
+input_str += '\x1e'; input_str += "{\"a\":1}"; input_str += '\x0a';
+input_str += '\x1e'; input_str += "{\"b\":2}"; input_str += '\x0a';
+input_str += '\x1e'; input_str += "{\"c\":3}"; input_str += '\x0a';
+simdjson::padded_string input(input_str);
+
+ondemand::parser parser;
+ondemand::document_stream stream;
+auto error = parser.iterate_many(input, ondemand::DEFAULT_BATCH_SIZE,
+                                 simdjson::stream_format::json_sequence).get(stream);
+if (error) { std::cerr << error << std::endl; return; }
+for (auto doc : stream) {
+    std::cout << doc << std::endl;
+}
+```
+
+The `stream_format` enum has the following values:
+- `stream_format::whitespace_delimited` (default): Standard NDJSON/JSON Lines format
+- `stream_format::json_sequence`: RFC 7464 format with RS delimiters
+- `stream_format::comma_delimited`: Comma-separated JSON documents
+- `stream_format::comma_delimited_array`: A single JSON array whose elements are iterated as comma-delimited documents (see below)
+
+The trailing LF after each JSON text is optional but recommended by the RFC for robustness.
+
+JSON Array As A Document Stream
+-------------------------------
+
+Sometimes an input is a single, well-formed JSON array — `[{"a":1},{"b":2},{"c":3}]` — but you want to iterate its elements one at a time without materializing the whole array. Use `stream_format::comma_delimited_array`:
+
+```cpp
+auto json = R"([{"a":1},{"b":2},{"c":3}])"_padded;
+ondemand::parser parser;
+ondemand::document_stream stream;
+auto error = parser.iterate_many(json, ondemand::DEFAULT_BATCH_SIZE,
+                                 simdjson::stream_format::comma_delimited_array).get(stream);
+if (error) { std::cerr << error << std::endl; return; }
+for (auto doc : stream) {
+    std::cout << doc << std::endl;
+}
+// Prints: {"a":1}
+//         {"b":2}
+//         {"c":3}
+```
+
+The parser strips the outer `[` and `]` plus any surrounding JSON whitespace (space, tab, LF, CR) and then behaves exactly like `stream_format::comma_delimited` over the remaining bytes. All comma-delimited features are inherited: multi-batch processing, threading, mixed scalar types, and nested commas preserved inside inner objects and arrays.
+
+```cpp
+// All of these work:
+auto a = R"([1, "x", true, null, {"k":"v"}, [1,2]])"_padded;  // mixed scalars
+auto b = R"(  [ 1, 2, 3 ] )"_padded;                          // whitespace
+auto c = R"([])"_padded;                                      // empty array → 0 docs
+```
+
+If the input is not a well-formed outer array (missing `[`, missing `]`, or empty / all-whitespace), `iterate_many` returns `TAPE_ERROR`. Content **inside** the array is not validated up front — individual document parse errors surface when you iterate, just like `comma_delimited`.
+
+Positions reported via `current_index()` are relative to the **stripped** buffer (the bytes between `[` and `]`), not the original input, for consistency with the existing BOM-stripping behavior.
+
 
 C++20 features
 --------------------
@@ -404,3 +578,161 @@ Otherwise you may use this longer version for explicit handling of errors:
     cars.push_back(c);
   }
 ```
+
+**Performance tip**: You will get better performance if you order the attributes (make, model)
+in the order they appear in the JSON document.
+
+C++26 features (static reflection)
+-----------------------------------
+
+If you have a C++26 compatible compiler with [P2996](https://wg21.link/P2996)
+static reflection support, you can compile the simdjson library with the
+`SIMDJSON_STATIC_REFLECTION` macro set to `1`. When this is the case, simdjson
+can deserialize a stream of JSON documents directly into your own structures
+**without** writing any `tag_invoke` function. The library inspects the
+non-static public members of your type at compile time and produces the
+parsing code automatically.
+
+```cpp
+#define SIMDJSON_STATIC_REFLECTION 1
+#include "simdjson.h"
+```
+
+Consider the same `Car` structure used in the C++20 example, but **without**
+any `tag_invoke` glue:
+
+```cpp
+struct Car {
+  std::string make;
+  std::string model;
+  int year;
+  std::vector<double> tire_pressure;
+};
+```
+
+With C++26 static reflection enabled, you can iterate a stream of cars and
+push them into a `std::vector<Car>` directly:
+
+```cpp
+auto json = R"( { "make": "Toyota", "model": "Camry",  "year": 2018,
+                  "tire_pressure": [ 40.1, 39.9 ] }
+                { "make": "Kia",    "model": "Soul",   "year": 2012,
+                  "tire_pressure": [ 30.1, 31.0 ] }
+                { "make": "Toyota", "model": "Tercel", "year": 1999,
+                  "tire_pressure": [ 29.8, 30.0 ] } )"_padded;
+ondemand::parser parser;
+ondemand::document_stream stream;
+auto error = parser.iterate_many(json).get(stream);
+if (error) { /* handle error */ }
+std::vector<Car> cars;
+for (auto doc : stream) {
+  Car c;
+  if ((error = doc.get<Car>().get(c))) { /* handle error */ }
+  cars.push_back(c);
+}
+```
+
+This works for every `stream_format` value supported by `iterate_many`. The
+following examples each parse the same three cars, but laid out using a
+different streaming convention.
+
+### Whitespace-delimited (default, NDJSON / JSON Lines)
+
+```cpp
+auto json = R"( { "make": "Toyota", "model": "Camry",  "year": 2018,
+                  "tire_pressure": [ 40.1, 39.9 ] }
+                { "make": "Kia",    "model": "Soul",   "year": 2012,
+                  "tire_pressure": [ 30.1, 31.0 ] }
+                { "make": "Toyota", "model": "Tercel", "year": 1999,
+                  "tire_pressure": [ 29.8, 30.0 ] } )"_padded;
+ondemand::parser parser;
+ondemand::document_stream stream;
+auto error = parser.iterate_many(json, ondemand::DEFAULT_BATCH_SIZE,
+                                 simdjson::stream_format::whitespace_delimited).get(stream);
+if (error) { /* handle error */ }
+std::vector<Car> cars;
+for (auto doc : stream) {
+  cars.push_back((Car)doc); // throws on error
+}
+```
+
+### Comma-delimited documents
+
+```cpp
+auto json = R"( { "make": "Toyota", "model": "Camry",  "year": 2018,
+                  "tire_pressure": [ 40.1, 39.9 ] },
+                { "make": "Kia",    "model": "Soul",   "year": 2012,
+                  "tire_pressure": [ 30.1, 31.0 ] },
+                { "make": "Toyota", "model": "Tercel", "year": 1999,
+                  "tire_pressure": [ 29.8, 30.0 ] } )"_padded;
+ondemand::parser parser;
+ondemand::document_stream stream;
+auto error = parser.iterate_many(json, ondemand::DEFAULT_BATCH_SIZE,
+                                 simdjson::stream_format::comma_delimited).get(stream);
+if (error) { /* handle error */ }
+std::vector<Car> cars;
+for (auto doc : stream) {
+  Car c;
+  if ((error = doc.get<Car>().get(c))) { /* handle error */ }
+  cars.push_back(c);
+}
+```
+
+### A single JSON array as a stream of documents
+
+When the input is a single JSON array, you can stream its elements one at a
+time without materializing the entire array as a `std::vector` upfront:
+
+```cpp
+auto json = R"( [ { "make": "Toyota", "model": "Camry",  "year": 2018,
+                    "tire_pressure": [ 40.1, 39.9 ] },
+                  { "make": "Kia",    "model": "Soul",   "year": 2012,
+                    "tire_pressure": [ 30.1, 31.0 ] },
+                  { "make": "Toyota", "model": "Tercel", "year": 1999,
+                    "tire_pressure": [ 29.8, 30.0 ] } ] )"_padded;
+ondemand::parser parser;
+ondemand::document_stream stream;
+auto error = parser.iterate_many(json, ondemand::DEFAULT_BATCH_SIZE,
+                                 simdjson::stream_format::comma_delimited_array).get(stream);
+if (error) { /* handle error */ }
+std::vector<Car> cars;
+for (auto doc : stream) {
+  Car c;
+  if ((error = doc.get<Car>().get(c))) { /* handle error */ }
+  cars.push_back(c);
+}
+```
+
+### JSON Text Sequences (RFC 7464)
+
+```cpp
+// Build input with RS (0x1E) and LF (0x0A) delimiters
+std::string input_str;
+auto append = [&](std::string_view doc) {
+  input_str += '\x1e'; input_str += doc; input_str += '\x0a';
+};
+append(R"({ "make": "Toyota", "model": "Camry",  "year": 2018, "tire_pressure": [ 40.1, 39.9 ] })");
+append(R"({ "make": "Kia",    "model": "Soul",   "year": 2012, "tire_pressure": [ 30.1, 31.0 ] })");
+append(R"({ "make": "Toyota", "model": "Tercel", "year": 1999, "tire_pressure": [ 29.8, 30.0 ] })");
+simdjson::padded_string input(input_str);
+
+ondemand::parser parser;
+ondemand::document_stream stream;
+auto error = parser.iterate_many(input, ondemand::DEFAULT_BATCH_SIZE,
+                                 simdjson::stream_format::json_sequence).get(stream);
+if (error) { /* handle error */ }
+std::vector<Car> cars;
+for (auto doc : stream) {
+  Car c;
+  if ((error = doc.get<Car>().get(c))) { /* handle error */ }
+  cars.push_back(c);
+}
+```
+
+In every case, the user-defined type (`Car` here) does not need a hand-written
+`tag_invoke` overload: the library generates the deserialization code from the
+type's public data members at compile time.
+
+
+**Performance tip**: You will get better performance if you order the attributes (make, model)
+in the order they appear in the JSON document.

doc/parse_many.md

@@ -18,6 +18,7 @@ Contents
 - [How it works](#how-it-works)
 - [Support](#support)
 - [API](#api)
+- [Streaming directly from a memory-mapped file](#streaming-directly-from-a-memory-mapped-file)
 - [Use cases](#use-cases)
 - [Tracking your position](#tracking-your-position)
 - [Incomplete streams](#incomplete-streams)
@@ -132,7 +133,7 @@ Whitespace Characters:
 Some official formats **(non-exhaustive list)**:
 - [Newline-Delimited JSON (NDJSON)](https://github.com/ndjson/ndjson-spec)
 - [JSON lines (JSONL)](http://jsonlines.org/)
-- [Record separator-delimited JSON (RFC 7464)](https://tools.ietf.org/html/rfc7464) <- Not supported by simdjson!
+- [Record separator-delimited JSON (RFC 7464)](https://tools.ietf.org/html/rfc7464)
 - [More on Wikipedia...](https://en.wikipedia.org/wiki/JSON_streaming)
 
 API
@@ -217,6 +218,86 @@ got full document at 29
 ```
 
 
+
+Streaming directly from a memory-mapped file
+--------------------------------------------
+
+When your input is a large NDJSON / JSON-lines file on disk, the most
+efficient way to feed `parse_many` is to use `simdjson::padded_memory_map`.
+It returns a `padded_string_view` with the right amount of trailing padding,
+so you can pass it directly to `parse_many` without copying the file content
+into your own buffer first.
+
+`padded_memory_map` is available on POSIX systems (Linux, macOS, BSD, ...) by
+default. On Windows it is an **opt-in** feature with the following
+requirements:
+
+1. Build simdjson with `-DSIMDJSON_ENABLE_MEMORY_FILE_MAPPING_ON_WINDOWS=ON`, or — if
+   you consume simdjson as a pre-built library — define
+   `SIMDJSON_ENABLE_MEMORY_FILE_MAPPING_ON_WINDOWS=1`, raise `NTDDI_VERSION` to at
+   least `NTDDI_WIN10_RS4` (`0x0A000005`, Windows 10 version 1803), and
+   add `onecore.lib` to your link line yourself. The Windows
+   implementation uses the modern memory APIs `CreateFileMapping2` /
+   `MapViewOfFile3`, which are available starting with that version of
+   Windows and are exported by `onecore.lib`.
+2. `#include <windows.h>` before `#include "simdjson.h"` in every
+   translation unit where you want to use `padded_memory_map`. simdjson
+   deliberately does not pull in `<windows.h>` itself, so the class is
+   only declared when the Win32 types are already visible.
+
+If either requirement is not met on Windows, the `padded_memory_map` class is
+not declared at all and any code that references it fails to compile with an
+"unknown identifier" error. The availability of the class can be tested with
+the macro `SIMDJSON_HAS_PADDED_MEMORY_MAP`.
+
+On POSIX, `padded_memory_map` uses `mmap` to map the file directly into
+memory with zero copies. On Windows (when enabled), it uses
+`CreateFileMapping2` + `MapViewOfFile3` for true zero-copy mapping
+whenever the file does not end within `SIMDJSON_PADDING` bytes of a page
+boundary; for those rare cases, it transparently falls back to reading
+the file into a heap-allocated padded buffer so that the returned view
+always has `SIMDJSON_PADDING` accessible zero bytes after the file content.
+
+```cpp
+#ifdef _WIN32
+#include <windows.h> // Must come BEFORE <simdjson.h> on Windows
+#endif
+#include "simdjson.h"
+
+// ...
+
+simdjson::padded_memory_map map("huge_stream.ndjson");
+if (!map.is_valid()) { /* file missing, unreadable, too large, ... */ return; }
+
+simdjson::dom::parser parser;
+simdjson::dom::document_stream stream;
+auto error = parser.parse_many(map.view()).get(stream);
+if (error) { std::cerr << error << std::endl; return; }
+
+for (auto doc : stream) {
+  // process each JSON document in the stream
+  std::cout << doc << std::endl;
+}
+```
+
+Important lifetime rule: the `padded_string_view` returned by `map.view()` is
+only valid while the `padded_memory_map` instance is alive, so keep `map`
+alive for as long as you are iterating the stream.
+
+The file must not be modified while the memory map is in use. If you need a
+fully independent copy of the data, use `simdjson::padded_string::load(...)`
+instead.
+
+If you prefer single-document parsing on a memory-mapped file, the same
+pattern applies to `parser.parse(...)`:
+
+```cpp
+simdjson::padded_memory_map map(myfilename);
+if (!map.is_valid()) { /* handle error */ }
+simdjson::padded_string_view view = map.view(); // view is usable while padded_memory_map is in scope
+simdjson::dom::element doc = parser.parse(view); // parse the JSON
+```
+
 Incomplete streams
 -----------
 
@@ -239,3 +320,115 @@ Consider the following example where a truncated document (`{"key":"intentionall
 
 
 Importantly, you should only call `truncated_bytes()` after iterating through all of the documents since the stream cannot tell whether there are truncated documents at the very end when it may not have accessed that part of the data yet.
+
+JSON Text Sequences (RFC 7464)
+------------------------------
+
+[RFC 7464](https://tools.ietf.org/html/rfc7464) defines a format for streaming JSON values using ASCII Record Separator (RS, 0x1E) as a delimiter. Each JSON text is preceded by RS and optionally followed by ASCII Line Feed (LF, 0x0A).
+
+Example input:
+```
+<RS>{"name":"doc1"}<LF>
+<RS>{"name":"doc2"}<LF>
+<RS>{"name":"doc3"}<LF>
+```
+
+To parse JSON text sequences, use the `stream_format::json_sequence` parameter:
+
+```cpp
+// Build input with RS (0x1E) and LF (0x0A) delimiters
+std::string input_str;
+input_str += '\x1e'; input_str += "{\"a\":1}"; input_str += '\x0a';
+input_str += '\x1e'; input_str += "{\"b\":2}"; input_str += '\x0a';
+input_str += '\x1e'; input_str += "{\"c\":3}"; input_str += '\x0a';
+simdjson::padded_string input(input_str);
+
+simdjson::dom::parser parser;
+simdjson::dom::document_stream stream;
+auto error = parser.parse_many(input, simdjson::dom::DEFAULT_BATCH_SIZE,
+                               simdjson::stream_format::json_sequence).get(stream);
+if (error) { std::cerr << error << std::endl; return; }
+for (auto doc : stream) {
+    std::cout << doc << std::endl;
+}
+```
+
+The `stream_format` enum has the following values:
+- `stream_format::whitespace_delimited` (default): Standard NDJSON/JSON Lines format
+- `stream_format::json_sequence`: RFC 7464 format with RS delimiters
+- `stream_format::comma_delimited`: Comma-separated JSON documents
+- `stream_format::comma_delimited_array`: A single JSON array whose elements are iterated as comma-delimited documents (see below)
+
+The trailing LF after each JSON text is optional but recommended by the RFC for robustness.
+
+Comma-Separated Documents
+-------------------------
+
+Some systems produce JSON documents separated by commas, like `{"a":1},{"b":2},{"c":3}`. This is common when extracting elements from a JSON array or when APIs return comma-separated results.
+
+To parse comma-separated documents, use the `stream_format::comma_delimited` parameter:
+
+```cpp
+auto json = R"({"a":1},{"b":2},{"c":3})"_padded;
+simdjson::dom::parser parser;
+simdjson::dom::document_stream stream;
+auto error = parser.parse_many(json, simdjson::dom::DEFAULT_BATCH_SIZE,
+                               simdjson::stream_format::comma_delimited).get(stream);
+if (error) { std::cerr << error << std::endl; return; }
+for (auto doc : stream) {
+    std::cout << doc << std::endl;
+}
+// Prints: {"a":1}
+//         {"b":2}
+//         {"c":3}
+```
+
+Whitespace around the commas is allowed:
+```cpp
+auto json = R"({"a":1} , {"b":2} , {"c":3})"_padded;  // Also works
+```
+
+Nested commas inside objects and arrays are preserved:
+```cpp
+auto json = R"({"arr":[1,2,3]},{"obj":{"x":1,"y":2}})"_padded;
+// Correctly parses as 2 documents, not 6
+```
+
+Extra top-level separators are tolerated for compatibility with the legacy
+On-Demand comma-separated mode. Leading commas, trailing commas, and repeated
+commas are treated as empty separators rather than documents.
+
+Unlike the legacy `allow_comma_separated` parameter, `stream_format::comma_delimited` supports multi-batch processing and threading for optimal performance on large files.
+
+JSON Array As A Document Stream
+-------------------------------
+
+Sometimes an input is a single, well-formed JSON array — `[{"a":1},{"b":2},{"c":3}]` — but you want to iterate its elements one at a time without materializing the whole array. Use `stream_format::comma_delimited_array`:
+
+```cpp
+auto json = R"([{"a":1},{"b":2},{"c":3}])"_padded;
+simdjson::dom::parser parser;
+simdjson::dom::document_stream stream;
+auto error = parser.parse_many(json, simdjson::dom::DEFAULT_BATCH_SIZE,
+                               simdjson::stream_format::comma_delimited_array).get(stream);
+if (error) { std::cerr << error << std::endl; return; }
+for (auto doc : stream) {
+    std::cout << doc << std::endl;
+}
+// Prints: {"a":1}
+//         {"b":2}
+//         {"c":3}
+```
+
+The parser strips the outer `[` and `]` plus any surrounding JSON whitespace (space, tab, LF, CR) and then behaves exactly like `stream_format::comma_delimited` over the remaining bytes. All comma-delimited features are inherited: multi-batch processing, threading, mixed scalar types, and nested commas preserved inside inner objects and arrays.
+
+```cpp
+// All of these work:
+auto a = R"([1, "x", true, null, {"k":"v"}, [1,2]])"_padded;  // mixed scalars
+auto b = R"(  [ 1, 2, 3 ] )"_padded;                          // whitespace
+auto c = R"([])"_padded;                                      // empty array → 0 docs
+```
+
+If the input is not a well-formed outer array (missing `[`, missing `]`, or empty / all-whitespace), `parse_many` returns `TAPE_ERROR`. Content **inside** the array is not validated up front — individual document parse errors surface when you iterate, just like `comma_delimited`.
+
+Positions reported via `current_index()` are relative to the **stripped** buffer (the bytes between `[` and `]`), not the original input, for consistency with the existing BOM-stripping behavior.

doc/performance.md

@@ -204,9 +204,31 @@ but can be significantly larger. E.g., Apple systems favour pages spanning 16 ki
 
 In effect, it means that you can almost always read a few bytes beyond your current buffer---without
 allocating extra memory. However, tools such as valgrind or memory sanitizers will flag such behavior as unsafe.
-Nevertheless, you can still make sure of this capability in your code if you are an expert
+You can still make sure of this capability in your code if you are an expert
-programmer and you are willing to silence sanitizer warnings. The following code provides
+programmer and you are willing to silence sanitizer warnings.
-a portable example.
+
+If you are building simdjson with C++17 or better, you can use `simdjson::padded_input`.
+The `padded_input` struct automatically manages padding for you. It can be constructed from a `std::string_view`, a C-style string with length, or a `std::string`. For `std::string`, it takes into account the reserved capacity when determining if sufficient padding exists. If the input already has sufficient padding (up to the end of the memory page), it creates a view without copying. Otherwise, it copies the data into a `padded_string` with proper padding.
+
+Example usage:
+
+```cpp
+std::string_view json = get_json_data();
+simdjson::padded_input input(json);  // Automatically pads if needed
+auto result = parser.parse(input);
+
+// Also works with std::string, considering capacity
+std::string json_str = get_json_string();
+json_str.reserve(json_str.size() + 100);  // Reserve extra space
+simdjson::padded_input input2(json_str);  // May avoid copying if capacity is sufficient
+auto result2 = parser.parse(input2);
+```
+
+This simplifies padding management compared to manually checking and allocating.
+
+
+More generally, the following code provides a portable example.
+
 
 
 The conditional compilation checks for the `_MSC_VER` macro (indicating Microsoft Visual Studio)
@@ -250,7 +272,7 @@ long page_size() {
 }
 
 // Returns true if the buffer + len + simdjson::SIMDJSON_PADDING crosses the
-// page boundary.
+// page boundary. Assumes len != 0.
 bool need_allocation(const char *buf, size_t len) {
   return ((reinterpret_cast<uintptr_t>(buf + len - 1) % page_size())
     + simdjson::SIMDJSON_PADDING >= static_cast<uintptr_t>(page_size()));

doc/tape.md

@@ -93,6 +93,14 @@ Float values are represented as two 64-bit tape elements:
 
 Performance consideration: We store numbers of the main tape because we believe that locality of reference is helpful for performance.
 
+## Big Integers
+
+When a JSON integer exceeds the 64-bit range (both signed and unsigned), it is classified as a big integer. By default, parsing returns `BIGINT_ERROR`. When `parser.number_as_string(true)` is set, the raw digits are stored on the string tape using the same format as strings (4-byte little-endian length prefix, followed by the UTF-8 digit bytes, followed by a null terminator).
+
+A big integer is represented on the main tape as the 64-bit tape element `('Z' << 56) + x` where the payload `x` is the location on the string tape of the null-terminated digit string.
+
+For example, the JSON value `99999999999999999999` would be stored as the string `"99999999999999999999"` on the string tape, with a `'Z'` tag on the main tape. Negative big integers include the leading minus sign.
+
 ## Root node
 
 Each JSON document will have two special 64-bit tape elements representing a root node, one at the beginning and one at the end.

fuzz/fuzz_dump.cpp

@@ -54,6 +54,9 @@ static void print_json(std::ostream& os, simdjson::dom::element element) noexcep
   case simdjson::dom::element_type::NULL_VALUE:
     os << "null" << endl;
     break;
+  case simdjson::dom::element_type::BIGINT:
+    os << element.get_bigint().value_unsafe() << endl;
+    break;
   }
 }
 extern "C" int LLVMFuzzerTestOneInput(const uint8_t *Data, size_t Size) {

include/simdjson/base.h

@@ -21,6 +21,10 @@ SIMDJSON_PUSH_DISABLE_UNUSED_WARNINGS
 
 /** The maximum document size supported by simdjson. */
 constexpr size_t SIMDJSON_MAXSIZE_BYTES = 0xFFFFFFFF;
+/** The maximum depth of nested objects and arrays supported by simdjson.
+ A depth of SIMDJSON_MAXSIZE_BYTES/2 is not reasonable and would be
+ adversarial, but it serves as an upper bound for validation purposes. */
+constexpr size_t SIMDJSON_MAX_DEPTH = SIMDJSON_MAXSIZE_BYTES/2;
 
 /**
  * The amount of padding needed in a buffer to parse JSON.
@@ -46,6 +50,21 @@ struct padded_string;
 class padded_string_view;
 enum class stage1_mode;
 
+/**
+ * Stream format for parse_many/iterate_many.
+ */
+enum class stream_format {
+  whitespace_delimited, ///< Whitespace-delimited JSON documents (default, includes NDJSON/JSONL)
+  json_sequence,        ///< RFC 7464 JSON text sequences (RS-delimited)
+  comma_delimited,      ///< Comma-separated JSON documents (e.g., `{...},{...},{...}`)
+  comma_delimited_array ///< A single JSON array whose elements are iterated as
+                        ///< comma-separated documents (e.g., `[{...},{...},{...}]`).
+                        ///< The parser strips the outer `[` / `]` plus any
+                        ///< surrounding JSON whitespace (space, tab, LF, CR)
+                        ///< and then behaves like `comma_delimited` over the
+                        ///< remaining bytes.
+};
+
 namespace internal {
 
 template<typename T>

include/simdjson/common_defs.h

@@ -30,6 +30,10 @@ double from_chars(const char *first, const char* end) noexcept;
 #endif
 #endif
 
+#ifndef SIMDJSON_ENABLE_NAN_INF
+#define SIMDJSON_ENABLE_NAN_INF 0
+#endif
+
 } // namespace simdjson
 
 #if defined(__GNUC__)
@@ -45,9 +49,6 @@ double from_chars(const char *first, const char* end) noexcept;
 
 // Align to N-byte boundary
 #define SIMDJSON_ROUNDUP_N(a, n) (((a) + ((n)-1)) & ~((n)-1))
-#define SIMDJSON_ROUNDDOWN_N(a, n) ((a) & ~((n)-1))
-
-#define SIMDJSON_ISALIGNED_N(ptr, n) (((uintptr_t)(ptr) & ((n)-1)) == 0)
 
 #if SIMDJSON_REGULAR_VISUAL_STUDIO
   // We could use [[deprecated]] but it requires C++14
@@ -55,6 +56,7 @@ double from_chars(const char *first, const char* end) noexcept;
 
   #define simdjson_really_inline __forceinline
   #define simdjson_never_inline __declspec(noinline)
+  #define simdjson_really_flatten [[msvc::flatten]]
 
   #define simdjson_unused
   #define simdjson_warn_unused
@@ -95,6 +97,7 @@ double from_chars(const char *first, const char* end) noexcept;
 
   #define simdjson_really_inline inline __attribute__((always_inline))
   #define simdjson_never_inline inline __attribute__((noinline))
+  #define simdjson_really_flatten [[gnu::flatten]]
 
   #define simdjson_unused __attribute__((unused))
   #define simdjson_warn_unused __attribute__((warn_unused_result))
@@ -171,6 +174,15 @@ double from_chars(const char *first, const char* end) noexcept;
   #define simdjson_inline simdjson_really_inline
 #endif
 
+#if defined(simdjson_flatten)
+  // Prefer the user's definition of simdjson_flatten; don't define it ourselves.
+#elif (defined(__GNUC__) && !defined(__OPTIMIZE__)) || (defined(_DEBUG) && _MSC_VER )
+  // Flattening can lead to significant code bloat and high compile times. Don't use it for unoptimized builds.
+  #define simdjson_flatten
+#else
+  #define simdjson_flatten simdjson_really_flatten
+#endif
+
 #if SIMDJSON_VISUAL_STUDIO
     /**
      * Windows users need to do some extra work when building

include/simdjson/compile_time_json-inl.h

@@ -266,6 +266,12 @@ consteval std::pair<double, size_t> parse_double(const char *src,
 }
 } // namespace number_parsing
 
+consteval auto make_data_member_options(auto&& name_str) {
+  std::meta::data_member_options options{};
+  options.name = std::forward<decltype(name_str)>(name_str);
+  return options;
+}
+
 // JSON string may contain embedded nulls, and C++26 reflection does not yet
 // support std::string_view as a data member type. As a workaround, we define
 // a custom type that holds a const char* and a size.
@@ -320,7 +326,8 @@ using class_type = type_builder<meta_info...>::constructed_type;
 /**
  * @brief Variable template for constructing instances with values
  */
-template <typename T, auto... Vs> constexpr auto construct_from = T{Vs...};
+template <typename T, auto... Vs> constexpr T construct_from = T{Vs...};
+
 
 // in JSON, there are only a few whitespace characters that are allowed
 // outside of objects, arrays, strings, and numbers.
@@ -410,7 +417,7 @@ parse_number(std::string_view json,
         std::from_chars(json.data(), json.data() + json.size(), int_value);
     if (res.ec == std::errc()) {
       out = int_value;
-      if ((res.ptr - json.data()) != scope) {
+      if (static_cast<std::size_t>(res.ptr - json.data()) != scope) {
         simdjson_consteval_error(
             "Internal error: cannot agree on the character range of the float");
       }
@@ -424,7 +431,7 @@ parse_number(std::string_view json,
         std::from_chars(json.data(), json.data() + json.size(), uint_value);
     if (res.ec == std::errc()) {
       out = uint_value;
-      if ((res.ptr - json.data()) != scope) {
+      if (static_cast<std::size_t>(res.ptr - json.data()) != scope) {
         simdjson_consteval_error(
             "Internal error: cannot agree on the character range of the float");
       }
@@ -533,7 +540,7 @@ parse_string(std::string_view json) {
       // present, we have an error (isolated high surrogate), which we
       // tolerate by substituting the substitution_code_point.
       if (end - cursor < 6 || *cursor != '\\' ||
-          *(cursor + 1) != 'u' > 0xFFFF) {
+          *(cursor + 1) != 'u') {
         code_point = substitution_code_point;
       } else {       // we have \u following the high surrogate
         cursor += 2; // skip \u
@@ -887,10 +894,19 @@ parse_json_array_impl(const std::string_view json) {
   std::size_t count = values.size() - 1;
   // We assume all elements have the same type as the first element.
   // However, if the array is heterogeneous, we should use std::variant.
+  auto elem_type = std::meta::type_of(values[1]);
+  // String literals reflected via reflect_constant_string have type const
+  // char[N], but when passed as template auto parameters they decay to
+  // const char*.  Use const char* as the element type so that
+  // construct_from can aggregate-initialize the array.
+  if (std::meta::is_array_type(elem_type) &&
+      std::meta::remove_all_extents(elem_type) == ^^const char) {
+    elem_type = ^^const char *;
+  }
   auto array_type = std::meta::substitute(
       ^^std::array,
       {
-          std::meta::type_of(values[1]), std::meta::reflect_constant(count)});
+          elem_type, std::meta::reflect_constant(count)});
 
   // Create array instance with values
   values[0] = array_type;
@@ -957,8 +973,7 @@ parse_json_object_impl(std::string_view json) {
         simdjson_consteval_error("Expected '}'");
       }
       cursor += object_size;
-      auto dms = std::meta::data_member_spec(std::meta::type_of(parsed),
+      auto dms = std::meta::data_member_spec(std::meta::type_of(parsed), make_data_member_options(field_name));
-                                             {.name = field_name});
       members.push_back(std::meta::reflect_constant(dms));
       values.push_back(parsed);
 
@@ -967,8 +982,7 @@ parse_json_object_impl(std::string_view json) {
     case '[': {
       std::string_view value(cursor, end);
       auto [parsed, array_size] = parse_json_array_impl(value);
-      auto dms = std::meta::data_member_spec(std::meta::type_of(parsed),
+      auto dms = std::meta::data_member_spec(std::meta::type_of(parsed), make_data_member_options(field_name));
-                                             {.name = field_name});
       members.push_back(std::meta::reflect_constant(dms));
       values.push_back(parsed);
       if (*(cursor + array_size - 1) != ']') {
@@ -989,8 +1003,7 @@ parse_json_object_impl(std::string_view json) {
         }
       }
       auto dms =
-          std::meta::data_member_spec(^^const char *, {
+          std::meta::data_member_spec(^^const char *, make_data_member_options(field_name));
-                                                          .name = field_name});
       members.push_back(std::meta::reflect_constant(dms));
       values.push_back(std::meta::reflect_constant_string(value));
       break;
@@ -1001,8 +1014,7 @@ parse_json_object_impl(std::string_view json) {
       }
       cursor += 4;
 
-      auto dms = std::meta::data_member_spec(^^bool, {
+      auto dms = std::meta::data_member_spec(^^bool, make_data_member_options(field_name));
-                                                         .name = field_name});
       members.push_back(std::meta::reflect_constant(dms));
       values.push_back(std::meta::reflect_constant(true));
       break;
@@ -1013,8 +1025,7 @@ parse_json_object_impl(std::string_view json) {
       }
       cursor += 5;
 
-      auto dms = std::meta::data_member_spec(^^bool, {
+      auto dms = std::meta::data_member_spec(^^bool, make_data_member_options(field_name));
-                                                         .name = field_name});
       members.push_back(std::meta::reflect_constant(dms));
       values.push_back(std::meta::reflect_constant(false));
       break;
@@ -1025,9 +1036,7 @@ parse_json_object_impl(std::string_view json) {
       }
       cursor += 4;
 
-      auto dms = std::meta::data_member_spec(^^std::nullptr_t,
+      auto dms = std::meta::data_member_spec(^^std::nullptr_t, make_data_member_options(field_name));
-                                             {
-                                                 .name = field_name});
       members.push_back(std::meta::reflect_constant(dms));
       values.push_back(std::meta::reflect_constant(nullptr));
       break;
@@ -1051,22 +1060,19 @@ parse_json_object_impl(std::string_view json) {
       if (std::holds_alternative<int64_t>(out)) {
         int64_t int_value = std::get<int64_t>(out);
         auto dms =
-            std::meta::data_member_spec(^^int64_t, {
+            std::meta::data_member_spec(^^int64_t, make_data_member_options(field_name));
-                                                       .name = field_name});
         members.push_back(std::meta::reflect_constant(dms));
         values.push_back(std::meta::reflect_constant(int_value));
       } else if (std::holds_alternative<uint64_t>(out)) {
         uint64_t uint_value = std::get<uint64_t>(out);
         auto dms =
-            std::meta::data_member_spec(^^uint64_t, {
+            std::meta::data_member_spec(^^uint64_t, make_data_member_options(field_name));
-                                                        .name = field_name});
         members.push_back(std::meta::reflect_constant(dms));
         values.push_back(std::meta::reflect_constant(uint_value));
       } else {
         double float_value = std::get<double>(out);
         auto dms =
-            std::meta::data_member_spec(^^double, {
+            std::meta::data_member_spec(^^double, make_data_member_options(field_name));
-                                                      .name = field_name});
         members.push_back(std::meta::reflect_constant(dms));
         values.push_back(std::meta::reflect_constant(float_value));
       }
@@ -1111,16 +1117,11 @@ template <constevalutil::fixed_string json_str> consteval auto parse_json() {
                 "Only JSON objects and arrays are supported at the top level, this "
                 "limitation will be lifted in the future.");*/
 
-  constexpr auto result = json.front() == '['
+  if constexpr (json.front() == '[') {
-                              ? parse_json_array_impl(json)
-                              : parse_json_object_impl(json);
-  return [: result.first :];
-  /*
-  if(json.front() == '[') {
     return [: parse_json_array_impl(json).first :];
-  } else if(json.front() == '{') {
+  } else {
-   //   return [:parse_json_object_impl(json).first:];
+    return [: parse_json_object_impl(json).first :];
-  }*/
+  }
 }
 
 } // namespace compile_time

include/simdjson/compile_time_json.h

@@ -63,13 +63,16 @@ namespace compile_time {
 template <constevalutil::fixed_string json_str> consteval auto parse_json();
 
 } // namespace compile_time
-} // namespace simdjson
 
+inline namespace literals {
 
 template <simdjson::constevalutil::fixed_string str>
 consteval auto operator ""_json() {
   return simdjson::compile_time::parse_json<str>();
 }
 
+} // namespace literals
+} // namespace simdjson
+
 #endif // SIMDJSON_STATIC_REFLECTION
 #endif // SIMDJSON_GENERIC_COMPILE_TIME_JSON_H

include/simdjson/compiler_check.h

@@ -119,5 +119,4 @@
 #define SIMDJSON_CONSTEVAL 0
 #endif // defined(__cpp_consteval) && __cpp_consteval >= 201811L && defined(__cpp_lib_constexpr_string) && __cpp_lib_constexpr_string >= 201907L
 #endif // !defined(SIMDJSON_CONSTEVAL)
-
 #endif // SIMDJSON_COMPILER_CHECK_H

include/simdjson/constevalutil.h

@@ -58,6 +58,11 @@ struct fixed_string {
             data[i] = str[i];
         }
     }
+    constexpr fixed_string(const unsigned char (&str)[N])  {
+        for (std::size_t i = 0; i < N; ++i) {
+            data[i] = static_cast<char>(str[i]);
+        }
+    }
     char data[N];
     constexpr std::string_view view() const { return {data, N - 1}; }
     constexpr size_t size() const { return N ; }

include/simdjson/convert-inl.h

@@ -37,9 +37,6 @@ inline auto_parser<parser_type>::auto_parser(parser_type parser, ondemand::docum
   : auto_parser{*parser, std::move(doc)} {}
 
 
-
-
-
 template <typename parser_type>
 inline std::remove_pointer_t<parser_type> &auto_parser<parser_type>::parser() noexcept {
   if constexpr (std::is_pointer_v<parser_type>) {
@@ -118,16 +115,6 @@ template <typename T>
 inline auto to_adaptor<T>::operator()(ondemand::parser &parser, padded_string_view const str) const noexcept {
   return auto_parser<ondemand::parser *>{parser, str};
 }
-
-template <typename T>
-inline auto to_adaptor<T>::operator()(std::string str) const noexcept {
-  return auto_parser<ondemand::parser *>{pad_with_reserve(str)};
-}
-
-template <typename T>
-inline auto to_adaptor<T>::operator()(ondemand::parser &parser, std::string str) const noexcept {
-  return auto_parser<ondemand::parser *>{parser, pad_with_reserve(str)};
-}
 } // namespace internal
 } // namespace convert
 } // namespace simdjson

include/simdjson/convert.h

@@ -38,10 +38,10 @@ public:
 	explicit auto_parser(parser_type parser, ondemand::document &&doc) noexcept requires(std::is_pointer_v<parser_type>);
 	auto_parser(auto_parser const &) = delete;
 	auto_parser &operator=(auto_parser const &) = delete;
-		auto_parser(auto_parser &&) noexcept = default;
-		auto_parser &operator=(auto_parser &&) noexcept = default;
 	~auto_parser() = default;
-
+    // Prevent moving
+    auto_parser(auto_parser&&) = delete;
+	auto_parser &operator=(auto_parser &&) noexcept = delete;
 	simdjson_warn_unused std::remove_pointer_t<parser_type> &parser() noexcept;
 
 	template <typename T>
@@ -75,11 +75,6 @@ struct to_adaptor {
 	T operator()(simdjson_result<ondemand::value> &val) const noexcept;
 	auto operator()(padded_string_view const str) const noexcept;
 	auto operator()(ondemand::parser &parser, padded_string_view const str) const noexcept;
-	// The std::string is padded with reserve to ensure there is enough space for padding.
-	// Some sanitizers may not like this, so you can use simdjson::pad instead.
-	// simdjson::from(simdjson::pad(str))
-	auto operator()(std::string str) const noexcept;
-	auto operator()(ondemand::parser &parser, std::string str) const noexcept;
 };
 // deduction guide
 auto_parser(padded_string_view const str) -> auto_parser<ondemand::parser*>;
@@ -90,7 +85,12 @@ auto_parser(padded_string_view const str) -> auto_parser<ondemand::parser*>;
  * The simdjson::from instance is EXPERIMENTAL AND SUBJECT TO CHANGES.
  *
  * The `from` instance is a utility adaptor for parsing JSON strings into objects.
- * It provides a convenient way to convert JSON data into C++ objects using the `auto_parser`.
+ *
+ * The string must be a simdjson::padded_string_view, which can be created from a std::string
+ * with simdjson::pad(), from a simdjson::padded_string, or string literal using the `_padded`
+ * user-defined literal.
+ *
+ * The `from` instance provides a convenient way to convert JSON data into C++ objects using the `auto_parser`.
  *
  * Example usage:
  *

include/simdjson/dom/array-inl.h

@@ -103,21 +103,9 @@ inline simdjson_result<element> array::at_pointer(std::string_view json_pointer)
   // We don't support this, because we're returning a real element, not a position.
   if (json_pointer == "-") { return INDEX_OUT_OF_BOUNDS; }
 
-  // Read the array index
   size_t array_index = 0;
   size_t i;
-  for (i = 0; i < json_pointer.length() && json_pointer[i] != '/'; i++) {
+  SIMDJSON_TRY(internal::parse_json_pointer_array_index(json_pointer, array_index, i));
-    uint8_t digit = uint8_t(json_pointer[i] - '0');
-    // Check for non-digit in array index. If it's there, we're trying to get a field in an object
-    if (digit > 9) { return INCORRECT_TYPE; }
-    array_index = array_index*10 + digit;
-  }
-
-  // 0 followed by other digits is invalid
-  if (i > 1 && json_pointer[0] == '0') { return INVALID_JSON_POINTER; } // "JSON pointer array index has other characters after 0"
-
-  // Empty string is invalid; so is a "/" with no digits before it
-  if (i == 0) { return INVALID_JSON_POINTER; } // "Empty string in JSON pointer array index"
 
   // Get the child
   auto child = array(tape).at(array_index);

include/simdjson/dom/document-inl.h

@@ -33,16 +33,25 @@ inline error_code document::allocate(size_t capacity) noexcept {
     allocated_capacity = 0;
     return SUCCESS;
   }
+  if (capacity > SIMDJSON_MAXSIZE_BYTES) {
+    return CAPACITY;
+  }
 
   // a pathological input like "[[[[..." would generate capacity tape elements, so
   // need a capacity of at least capacity + 1, but it is also possible to do
   // worse with "[7,7,7,7,6,7,7,7,6,7,7,6,[7,7,7,7,6,7,7,7,6,7,7,6,7,7,7,7,7,7,6"
   //where capacity + 1 tape elements are
   // generated, see issue https://github.com/simdjson/simdjson/issues/345
+  if(capacity + 3 < capacity) {
+    return CAPACITY; // overflow, only happen on legacy 32-bit systems with very large capacity
+  }
   size_t tape_capacity = SIMDJSON_ROUNDUP_N(capacity + 3, 64);
   // a document with only zero-length strings... could have capacity/3 string
   // and we would need capacity/3 * 5 bytes on the string buffer
-  size_t string_capacity = SIMDJSON_ROUNDUP_N(5 * capacity / 3 + SIMDJSON_PADDING, 64);
+  if(5 * (capacity / 3) + SIMDJSON_PADDING < SIMDJSON_PADDING) {
+    return CAPACITY; // overflow, only happen on legacy 32-bit systems with very large capacity
+  }
+  size_t string_capacity = SIMDJSON_ROUNDUP_N(5 * (capacity / 3) + SIMDJSON_PADDING, 64);
   string_buf.reset( new (std::nothrow) uint8_t[string_capacity]);
   tape.reset(new (std::nothrow) uint64_t[tape_capacity]);
   if(!(string_buf && tape)) {
@@ -141,6 +150,15 @@ inline bool document::dump_raw_tape(std::ostream &os) const noexcept {
     case 'r': // we start and end with the root node
       // should we be hitting the root node?
       return false;
+    case 'Z': // we have a big integer
+      os << "bigint ";
+      std::memcpy(&string_length, string_buf.get() + payload, sizeof(uint32_t));
+      os << std::string_view(
+        reinterpret_cast<const char *>(string_buf.get() + payload + sizeof(uint32_t)),
+        string_length
+      );
+      os << '\n';
+      break;
     default:
       return false;
     }

include/simdjson/dom/document_stream-inl.h

@@ -89,12 +89,14 @@ simdjson_inline document_stream::document_stream(
   dom::parser &_parser,
   const uint8_t *_buf,
   size_t _len,
-  size_t _batch_size
+  size_t _batch_size,
+  stream_format _format
 ) noexcept
   : parser{&_parser},
     buf{_buf},
     len{_len},
     batch_size{_batch_size <= MINIMAL_BATCH_SIZE ? MINIMAL_BATCH_SIZE : _batch_size},
+    format{_format},
     error{SUCCESS}
 #ifdef SIMDJSON_THREADS_ENABLED
     , use_thread(_parser.threaded) // we need to make a copy because _parser.threaded can change
@@ -112,6 +114,7 @@ simdjson_inline document_stream::document_stream() noexcept
     buf{nullptr},
     len{0},
     batch_size{0},
+    format{stream_format::whitespace_delimited},
     error{UNINITIALIZED}
 #ifdef SIMDJSON_THREADS_ENABLED
     , use_thread(false)
@@ -224,7 +227,14 @@ simdjson_inline std::string_view document_stream::iterator::source() const noexc
   } else {
     size_t next_doc_index = stream->batch_start + stream->parser->implementation->structural_indexes[stream->parser->implementation->next_structural_index];
     size_t svlen = next_doc_index - current_index();
-    while(svlen > 1 && (std::isspace(start[svlen-1]) || start[svlen-1] == '\0')) {
+    // Trim trailing whitespace, NUL, and RS (0x1E). In RFC 7464 json_sequence
+    // mode the scanner classifies RS as a scalar character, so an RS-prefixed
+    // scalar document (number/true/false/null/string) has no closing structural
+    // index and the slice runs all the way up to the next document's RS. RS
+    // cannot legally appear in a JSON value at the source level (control
+    // characters in strings must be escaped as \u001E), so stripping it is
+    // safe in every stream_format.
+    while(svlen > 1 && (std::isspace(static_cast<unsigned char>(start[svlen-1])) || start[svlen-1] == '\0' || static_cast<uint8_t>(start[svlen-1]) == 0x1E || (stream->format == stream_format::comma_delimited && start[svlen-1] == ','))) {
       svlen--;
     }
     return std::string_view(start, svlen);
@@ -274,10 +284,35 @@ inline size_t document_stream::next_batch_start() const noexcept {
 
 inline error_code document_stream::run_stage1(dom::parser &p, size_t _batch_start) noexcept {
   size_t remaining = len - _batch_start;
+  stage1_mode mode;
   if (remaining <= batch_size) {
-    return p.implementation->stage1(&buf[_batch_start], remaining, stage1_mode::streaming_final);
+    // Final batch
+    switch (format) {
+      case stream_format::json_sequence:
+        mode = stage1_mode::json_sequence_final;
+        break;
+      case stream_format::comma_delimited:
+        mode = stage1_mode::comma_delimited_final;
+        break;
+      default:
+        mode = stage1_mode::streaming_final;
+        break;
+    }
+    return p.implementation->stage1(&buf[_batch_start], remaining, mode);
   } else {
-    return p.implementation->stage1(&buf[_batch_start], batch_size, stage1_mode::streaming_partial);
+    // Partial batch
+    switch (format) {
+      case stream_format::json_sequence:
+        mode = stage1_mode::json_sequence_partial;
+        break;
+      case stream_format::comma_delimited:
+        mode = stage1_mode::comma_delimited_partial;
+        break;
+      default:
+        mode = stage1_mode::streaming_partial;
+        break;
+    }
+    return p.implementation->stage1(&buf[_batch_start], batch_size, mode);
   }
 }
 

include/simdjson/dom/document_stream.h

@@ -206,12 +206,14 @@ private:
    * @param buf is the raw byte buffer we need to process
    * @param len is the length of the raw byte buffer in bytes
    * @param batch_size is the size of the windows (must be strictly greater or equal to the largest JSON document)
+   * @param format is the stream format
    */
   simdjson_inline document_stream(
     dom::parser &parser,
     const uint8_t *buf,
     size_t len,
-    size_t batch_size
+    size_t batch_size,
+    stream_format format = stream_format::whitespace_delimited
   ) noexcept;
 
   /**
@@ -261,6 +263,8 @@ private:
   const uint8_t *buf;
   size_t len;
   size_t batch_size;
+  /** The stream format. */
+  stream_format format;
   /** The error (or lack thereof) from the current document. */
   error_code error;
   size_t batch_start{0};

include/simdjson/dom/element-inl.h

@@ -81,6 +81,10 @@ simdjson_inline simdjson_result<bool> simdjson_result<dom::element>::get_bool()
   if (error()) { return error(); }
   return first.get_bool();
 }
+simdjson_inline simdjson_result<std::string_view> simdjson_result<dom::element>::get_bigint() const noexcept {
+  if (error()) { return error(); }
+  return first.get_bigint();
+}
 
 simdjson_inline bool simdjson_result<dom::element>::is_array() const noexcept {
   return !error() && first.is_array();
@@ -110,6 +114,9 @@ simdjson_inline bool simdjson_result<dom::element>::is_bool() const noexcept {
 simdjson_inline bool simdjson_result<dom::element>::is_null() const noexcept {
   return !error() && first.is_null();
 }
+simdjson_inline bool simdjson_result<dom::element>::is_bigint() const noexcept {
+  return !error() && first.is_bigint();
+}
 
 simdjson_inline simdjson_result<dom::element> simdjson_result<dom::element>::operator[](std::string_view key) const noexcept {
   if (error()) { return error(); }
@@ -218,6 +225,15 @@ inline simdjson_result<bool> element::get_bool() const noexcept {
   }
   return INCORRECT_TYPE;
 }
+inline simdjson_result<std::string_view> element::get_bigint() const noexcept {
+  SIMDJSON_DEVELOPMENT_ASSERT(tape.usable());
+  switch (tape.tape_ref_type()) {
+    case internal::tape_type::BIGINT:
+      return tape.get_string_view();
+    default:
+      return INCORRECT_TYPE;
+  }
+}
 inline simdjson_result<const char *> element::get_c_str() const noexcept {
   SIMDJSON_DEVELOPMENT_ASSERT(tape.usable()); // https://github.com/simdjson/simdjson/issues/1914
   switch (tape.tape_ref_type()) {
@@ -360,6 +376,10 @@ inline bool element::is_null() const noexcept {
   return tape.is_null_on_tape();
 }
 
+inline bool element::is_bigint() const noexcept {
+  return tape.tape_ref_type() == internal::tape_type::BIGINT;
+}
+
 #if SIMDJSON_EXCEPTIONS
 
 inline element::operator bool() const noexcept(false) { return get<bool>(); }
@@ -492,6 +512,8 @@ inline std::ostream& operator<<(std::ostream& out, element_type type) {
       return out << "bool";
     case element_type::NULL_VALUE:
       return out << "null";
+    case element_type::BIGINT:
+      return out << "bigint";
     default:
       return out << "unexpected content!!!"; // abort() usage is forbidden in the library
   }

include/simdjson/dom/element.h

@@ -21,7 +21,10 @@ enum class element_type {
   DOUBLE = 'd',    ///< double: Any number with a "." or "e" that fits in double.
   STRING = '"',    ///< std::string_view
   BOOL = 't',      ///< bool
-  NULL_VALUE = 'n' ///< null
+  NULL_VALUE = 'n', ///< null
+  /// The BIGINT type is for integers that do not fit in 64 bits. It is only present
+  // if you set parser.number_as_string(true).
+  BIGINT = 'Z'     ///< std::string_view: big integer stored as raw digit string
 };
 
 /**
@@ -120,6 +123,14 @@ public:
    */
   inline simdjson_result<bool> get_bool() const noexcept;
 
+  /**
+   * Read this element as a big integer (raw digit string).
+   *
+   * @returns A string_view of the raw digits, or:
+   *          INCORRECT_TYPE if the JSON element is not a big integer.
+   */
+  inline simdjson_result<std::string_view> get_bigint() const noexcept;
+
   /**
    * Whether this element is a json array.
    *
@@ -175,6 +186,11 @@ public:
    */
   inline bool is_null() const noexcept;
 
+  /**
+   * Whether this element is a big integer (number exceeding 64-bit range).
+   */
+  inline bool is_bigint() const noexcept;
+
   /**
    * Tell whether the value can be cast to provided type (T).
    *
@@ -533,6 +549,7 @@ public:
   simdjson_inline simdjson_result<uint64_t> get_uint64() const noexcept;
   simdjson_inline simdjson_result<double> get_double() const noexcept;
   simdjson_inline simdjson_result<bool> get_bool() const noexcept;
+  simdjson_inline simdjson_result<std::string_view> get_bigint() const noexcept;
 
   simdjson_inline bool is_array() const noexcept;
   simdjson_inline bool is_object() const noexcept;
@@ -543,6 +560,7 @@ public:
   simdjson_inline bool is_number() const noexcept;
   simdjson_inline bool is_bool() const noexcept;
   simdjson_inline bool is_null() const noexcept;
+  simdjson_inline bool is_bigint() const noexcept;
 
   simdjson_inline simdjson_result<dom::element> operator[](std::string_view key) const noexcept;
   simdjson_inline simdjson_result<dom::element> operator[](const char *key) const noexcept;

include/simdjson/dom/fractured_json-inl.h

@@ -227,8 +227,18 @@ inline size_t structure_analyzer::estimate_string_length(std::string_view s) con
 }
 
 inline size_t structure_analyzer::estimate_number_length(double d) const {
-  if (std::isnan(d) || std::isinf(d)) {
+  if (!std::isfinite(d)) {
+#if SIMDJSON_ENABLE_NAN_INF
+    if (std::isnan(d)) {
+      return 3; // "NaN"
+    } else if (d < 0) {
+      return 9; // "-Infinity"
+    } else {
+      return 8; // "Infinity"
+    }
+#else
     return 4; // "null" for invalid numbers
+#endif
   }
   // Rough estimate: up to 17 significant digits + sign + decimal point + exponent
   char buf[32];
@@ -950,6 +960,14 @@ inline size_t fractured_string_builder::measure_value_length(const dom::element&
     case dom::element_type::DOUBLE: {
       double val;
       if (elem.get_double().get(val) == SUCCESS) {
+#if SIMDJSON_ENABLE_NAN_INF
+        if (!std::isfinite(val)) {
+          if (std::isnan(val))
+            return 3; // "NaN"
+          // "-Infinity" (9) or "Infinity" (8)
+          return val < 0 ? 9 : 8;
+        }
+#endif
         char buf[32];
         int len = snprintf(buf, sizeof(buf), "%.17g", val);
         return len > 0 ? static_cast<size_t>(len) : 1;

include/simdjson/dom/parser-inl.h

@@ -36,10 +36,11 @@ inline bool parser::dump_raw_tape(std::ostream &os) const noexcept {
 }
 
 inline simdjson_result<size_t> parser::read_file(std::string_view path) noexcept {
+  const std::string path_copy(path);
   // Open the file
   SIMDJSON_PUSH_DISABLE_WARNINGS
   SIMDJSON_DISABLE_DEPRECATED_WARNING // Disable CRT_SECURE warning on MSVC: manually verified this is safe
-  std::FILE *fp = std::fopen(path.data(), "rb");
+  std::FILE *fp = std::fopen(path_copy.c_str(), "rb");
   SIMDJSON_POP_DISABLE_WARNINGS
 
   if (fp == nullptr) {
@@ -132,6 +133,7 @@ inline simdjson_result<element> parser::parse_into_document(document& provided_d
     buf += 3;
     len -= 3;
   }
+  implementation->_number_as_string = _number_as_string;
   _error = implementation->parse(buf, len, provided_doc);
 
   if (_error) { return _error; }
@@ -168,12 +170,7 @@ simdjson_inline simdjson_result<element> parser::parse(const padded_string_view
 }
 
 inline simdjson_result<document_stream> parser::parse_many(const uint8_t *buf, size_t len, size_t batch_size) noexcept {
-  if(batch_size < MINIMAL_BATCH_SIZE) { batch_size = MINIMAL_BATCH_SIZE; }
+  return parse_many(buf, len, batch_size, stream_format::whitespace_delimited);
-  if((len >= 3) && (std::memcmp(buf, "\xEF\xBB\xBF", 3) == 0)) {
-    buf += 3;
-    len -= 3;
-  }
-  return document_stream(*this, buf, len, batch_size);
 }
 inline simdjson_result<document_stream> parser::parse_many(const char *buf, size_t len, size_t batch_size) noexcept {
   return parse_many(reinterpret_cast<const uint8_t *>(buf), len, batch_size);
@@ -184,6 +181,48 @@ inline simdjson_result<document_stream> parser::parse_many(const std::string &s,
 inline simdjson_result<document_stream> parser::parse_many(const padded_string &s, size_t batch_size) noexcept {
   return parse_many(s.data(), s.length(), batch_size);
 }
+inline simdjson_result<document_stream> parser::parse_many(const padded_string_view &v, size_t batch_size) noexcept {
+  return parse_many(v.data(), v.length(), batch_size);
+}
+
+inline simdjson_result<document_stream> parser::parse_many(const uint8_t *buf, size_t len, size_t batch_size, stream_format format) noexcept {
+  if(batch_size < MINIMAL_BATCH_SIZE) { batch_size = MINIMAL_BATCH_SIZE; }
+  if((len >= 3) && (std::memcmp(buf, "\xEF\xBB\xBF", 3) == 0)) {
+    buf += 3;
+    len -= 3;
+  }
+  if (format == stream_format::comma_delimited_array) {
+    // Strip leading JSON whitespace.
+    while (len > 0 && (buf[0] == ' ' || buf[0] == '\t' || buf[0] == '\n' || buf[0] == '\r')) {
+      buf++; len--;
+    }
+    // Expect the opening '['.
+    if (len == 0 || buf[0] != '[') { return TAPE_ERROR; }
+    buf++; len--;
+    // Strip trailing JSON whitespace.
+    while (len > 0 && (buf[len-1] == ' ' || buf[len-1] == '\t' || buf[len-1] == '\n' || buf[len-1] == '\r')) {
+      len--;
+    }
+    // Expect the closing ']'.
+    if (len == 0 || buf[len-1] != ']') { return TAPE_ERROR; }
+    len--;
+    // Fall through to comma_delimited over the array contents.
+    format = stream_format::comma_delimited;
+  }
+  return document_stream(*this, buf, len, batch_size, format);
+}
+inline simdjson_result<document_stream> parser::parse_many(const char *buf, size_t len, size_t batch_size, stream_format format) noexcept {
+  return parse_many(reinterpret_cast<const uint8_t *>(buf), len, batch_size, format);
+}
+inline simdjson_result<document_stream> parser::parse_many(const std::string &s, size_t batch_size, stream_format format) noexcept {
+  return parse_many(s.data(), s.length(), batch_size, format);
+}
+inline simdjson_result<document_stream> parser::parse_many(const padded_string &s, size_t batch_size, stream_format format) noexcept {
+  return parse_many(s.data(), s.length(), batch_size, format);
+}
+inline simdjson_result<document_stream> parser::parse_many(const padded_string_view &v, size_t batch_size, stream_format format) noexcept {
+  return parse_many(v.data(), v.length(), batch_size, format);
+}
 
 simdjson_inline size_t parser::capacity() const noexcept {
   return implementation ? implementation->capacity() : 0;

include/simdjson/dom/parser.h

@@ -490,10 +490,39 @@ public:
   /** @overload parse_many(const uint8_t *buf, size_t len, size_t batch_size) */
   inline simdjson_result<document_stream> parse_many(const padded_string &s, size_t batch_size = dom::DEFAULT_BATCH_SIZE) noexcept;
   inline simdjson_result<document_stream> parse_many(const padded_string &&s, size_t batch_size) = delete;// unsafe
+  /** @overload parse_many(const uint8_t *buf, size_t len, size_t batch_size)
+   *
+   * Because padded_string_view guarantees SIMDJSON_PADDING trailing bytes, this
+   * overload is safe to use with buffers that the caller owns elsewhere (for
+   * example, a padded_memory_map), with no extra copy. Without this overload,
+   * passing a padded_string_view would silently bind to the padded_string
+   * overload via an implicit conversion, allocating and copying the input, and
+   * — because that temporary is destroyed at the end of the full-expression —
+   * leaving the returned document_stream pointing at freed memory. */
+  inline simdjson_result<document_stream> parse_many(const padded_string_view &v, size_t batch_size = dom::DEFAULT_BATCH_SIZE) noexcept;
 
   /** @private We do not want to allow implicit conversion from C string to std::string. */
   simdjson_result<document_stream> parse_many(const char *buf, size_t batch_size = dom::DEFAULT_BATCH_SIZE) noexcept = delete;
 
+  /**
+   * Parse a stream of JSON documents with explicit format specification.
+   *
+   * @param buf The concatenated JSON documents.
+   * @param len The length of the buffer.
+   * @param batch_size The batch size to use.
+   * @param format The stream format.
+   * @return A stream of documents, or an error.
+   */
+  inline simdjson_result<document_stream> parse_many(const uint8_t *buf, size_t len, size_t batch_size, stream_format format) noexcept;
+  /** @overload parse_many(const uint8_t *buf, size_t len, size_t batch_size, stream_format format) */
+  inline simdjson_result<document_stream> parse_many(const char *buf, size_t len, size_t batch_size, stream_format format) noexcept;
+  /** @overload parse_many(const uint8_t *buf, size_t len, size_t batch_size, stream_format format) */
+  inline simdjson_result<document_stream> parse_many(const std::string &s, size_t batch_size, stream_format format) noexcept;
+  /** @overload parse_many(const uint8_t *buf, size_t len, size_t batch_size, stream_format format) */
+  inline simdjson_result<document_stream> parse_many(const padded_string &s, size_t batch_size, stream_format format) noexcept;
+  /** @overload parse_many(const uint8_t *buf, size_t len, size_t batch_size, stream_format format) */
+  inline simdjson_result<document_stream> parse_many(const padded_string_view &v, size_t batch_size, stream_format format) noexcept;
+
   /**
    * Ensure this parser has enough memory to process JSON documents up to `capacity` bytes in length
    * and `max_depth` depth.
@@ -610,6 +639,13 @@ public:
   inline bool dump_raw_tape(std::ostream &os) const noexcept;
 
 
+  /**
+   * When enabled, big integers (exceeding uint64 range) are stored as strings
+   * in the tape instead of returning BIGINT_ERROR. Default: false.
+   */
+  inline void number_as_string(bool enabled) noexcept { _number_as_string = enabled; }
+  inline bool number_as_string() const noexcept { return _number_as_string; }
+
 private:
   /**
    * The maximum document length this parser will automatically support.
@@ -618,6 +654,9 @@ private:
    */
   size_t _max_capacity;
 
+  /** Whether to store big integers as strings instead of returning BIGINT_ERROR */
+  bool _number_as_string{false};
+
   /**
    * The loaded buffer (reused each time load() is called)
    */

include/simdjson/dom/serialization-inl.h

@@ -11,6 +11,7 @@
 #include "simdjson/dom/object-inl.h"
 #include "simdjson/internal/tape_ref-inl.h"
 
+#include <cmath>
 #include <cstring>
 
 namespace simdjson {
@@ -181,6 +182,22 @@ simdjson_inline void base_formatter<formatter>::number(int64_t x) {
 
 template <class formatter>
 simdjson_inline void base_formatter<formatter>::number(double x) {
+#if SIMDJSON_ENABLE_NAN_INF
+  if (simdjson_unlikely(!std::isfinite(x))) {
+    if (std::isnan(x)) {
+      char const *s = "NaN";
+      chars(s, s + 3);
+    } else {
+      if (x < 0) {
+        one_char('-');
+      }
+      char const *s = "Infinity";
+      chars(s, s + 8);
+    }
+    return;
+  }
+#endif
+
   char number_buffer[24];
   // Currently, passing the nullptr to the second argument is
   // safe because our implementation does not check the second
@@ -460,6 +477,12 @@ inline void string_builder<serializer>::append(simdjson::dom::element value) {
     case tape_type::STRING:
       format.string(iter.get_string_view());
       break;
+    case tape_type::BIGINT: {
+      // Big integer stored as string — output raw digits (no quotes)
+      auto sv = iter.get_string_view();
+      format.chars(sv.data(), sv.data() + sv.size());
+      break;
+    }
     case tape_type::INT64:
       format.number(iter.next_tape_value<int64_t>());
       iter.json_index++; // numbers take up 2 spots, so we need to increment

include/simdjson/fallback/bitmanipulation.h

@@ -41,6 +41,19 @@ simdjson_inline int leading_zeroes(uint64_t input_num) {
 #endif// _MSC_VER
 }
 
+simdjson_inline int trailing_zeroes(uint64_t input_num) {
+#ifdef _MSC_VER
+  unsigned long trailing_zero = 0;
+  // Search the mask data from least significant bit (LSB)
+  // to most significant bit (MSB) for a set bit (1).
+  if (_BitScanForward64(&trailing_zero, input_num))
+    return (int)trailing_zero;
+  else    return 64;
+#else
+  return __builtin_ctzll(input_num);
+#endif// _MSC_VER
+}
+
 } // unnamed namespace
 } // namespace fallback
 } // namespace simdjson

include/simdjson/generic/atomparsing.h

@@ -22,6 +22,9 @@ namespace atomparsing {
 // to the compile-time constant 1936482662.
 simdjson_inline uint32_t string_to_uint32(const char* str) { uint32_t val; std::memcpy(&val, str, sizeof(uint32_t)); return val; }
 
+// Acts on the same principle as string_to_uint32, but on an 8-byte block of memory
+simdjson_inline uint64_t string_to_uint64(const char* str) { uint64_t val; std::memcpy(&val, str, sizeof(uint64_t)); return val; }
+
 
 // Again in str4ncmp we use a memcpy to avoid undefined behavior. The memcpy may appear expensive.
 // Yet all decent optimizing compilers will compile memcpy to a single instruction, just about.
@@ -33,6 +36,28 @@ simdjson_inline uint32_t str4ncmp(const uint8_t *src, const char* atom) {
   return srcval ^ string_to_uint32(atom);
 }
 
+// Checks that the first 8 characters of the input string match the given atom in a case-insensitive manner.
+//
+// 'atom' must consist of only lowercase letters.
+simdjson_warn_unused
+simdjson_inline uint64_t str8ncmp_case_insensitive(const uint8_t *src, const char* atom) {
+  uint64_t srcval; // we want to avoid unaligned 32-bit loads (undefined in C/C++)
+  static_assert(sizeof(uint64_t) <= SIMDJSON_PADDING, "SIMDJSON_PADDING must be larger than 8 bytes");
+  std::memcpy(&srcval, src, sizeof(uint64_t));
+
+  return (srcval | 0x2020202020202020ull) ^ string_to_uint64(atom);
+}
+
+// Checks that the first 3 characters of 'src' match 'atom' in a case-insensitive way.
+//
+// 'atom' must consist of only lowercase letters.
+simdjson_warn_unused
+simdjson_inline uint32_t str3ncmp_case_insensitive(const uint8_t *src, const char* atom) {
+  return ((src[0] | 0x20) ^ atom[0]) //
+       | ((src[1] | 0x20) ^ atom[1]) //
+       | ((src[2] | 0x20) ^ atom[2]);
+}
+
 simdjson_warn_unused
 simdjson_inline bool is_valid_true_atom(const uint8_t *src) {
   return (str4ncmp(src, "true") | jsoncharutils::is_not_structural_or_whitespace(src[4])) == 0;
@@ -69,6 +94,71 @@ simdjson_inline bool is_valid_null_atom(const uint8_t *src, size_t len) {
   else { return false; }
 }
 
+#if SIMDJSON_ENABLE_NAN_INF
+// "nan" is 3 bytes; we check characters and then verify the next
+// character is structural or whitespace. We accept both "nan" and "NaN".
+simdjson_warn_unused
+simdjson_inline bool is_valid_nan_atom(const uint8_t *src) {
+  return (str3ncmp_case_insensitive(src, "nan")
+        | jsoncharutils::is_not_structural_or_whitespace(src[3])) == 0;
+}
+
+// checks that the next four characters of a string are 'nan"', where the 'nan'
+// is checked in a case-insensitive way.
+simdjson_warn_unused
+simdjson_inline bool is_valid_nan_in_string(const uint8_t *src) {
+  return (str3ncmp_case_insensitive(src, "nan") | (src[3] ^ '"')) == 0;
+}
+
+simdjson_warn_unused
+simdjson_inline bool is_valid_nan_atom(const uint8_t *src, size_t len) {
+  if (len > 3) { return is_valid_nan_atom(src); }
+  if (len == 3) { return str3ncmp_case_insensitive(src, "nan") == 0; }
+  return false;
+}
+
+// This function will accept any case-insensitive 3-character spelling of
+// infinity: 'inf', 'INF', and 'Inf' are all accepted.
+//
+// Any capitalization of 'infinity' is also accepted.
+simdjson_warn_unused
+simdjson_inline bool is_valid_inf_atom(const uint8_t *src) {
+  bool is_short_inf = (str3ncmp_case_insensitive(src, "inf")
+                     | jsoncharutils::is_not_structural_or_whitespace(src[3])) == 0;
+  if(is_short_inf) return true;
+
+  // Check for 'infinity' (any capitalization)
+  return (str8ncmp_case_insensitive(src, "infinity") | jsoncharutils::is_not_structural_or_whitespace(src[8])) == 0;
+}
+
+simdjson_warn_unused
+simdjson_inline bool is_valid_inf_in_string(const uint8_t *src) {
+  bool is_short_inf = (str3ncmp_case_insensitive(src, "inf") | (src[3] ^ '"')) == 0;
+  if(is_short_inf) return true;
+
+  return (str8ncmp_case_insensitive(src, "infinity") | (src[8] ^ '"')) == 0;
+}
+
+
+// This function will accept any case-insensitive 3-character spelling of
+// infinity: 'inf', 'INF', and 'Inf' are all accepted.
+//
+// Any capitalization of 'infinity' is also accepted.
+simdjson_warn_unused
+simdjson_inline bool is_valid_inf_atom(const uint8_t *src, size_t len) {
+  if (len > 8) { return is_valid_inf_atom(src); }
+  if (len == 8 && str8ncmp_case_insensitive(src, "infinity") == 0) {
+    return true;
+  }
+  if (len > 3) {
+    return (str3ncmp_case_insensitive(src, "inf")
+          | jsoncharutils::is_not_structural_or_whitespace(src[3])) == 0;
+  }
+  if (len == 3) { return str3ncmp_case_insensitive(src, "inf") == 0; }
+  return false;
+}
+#endif // SIMDJSON_ENABLE_NAN_INF
+
 } // namespace atomparsing
 } // unnamed namespace
 } // namespace SIMDJSON_IMPLEMENTATION

include/simdjson/generic/builder/json_builder.h

@@ -21,23 +21,113 @@ namespace simdjson {
 namespace SIMDJSON_IMPLEMENTATION {
 namespace builder {
 
+// Forward-declare helpers defined in json_string_builder-inl.h so the
+// writer-based atom code below can call them (the -inl.h is not yet
+// included at the point this header is parsed; without these forwards,
+// name lookup falls back to the wrong outer namespace).
+namespace internal {
+simdjson_really_inline char *write_uint_jeaiii(char *p, uint64_t v) noexcept;
+} // namespace internal
+inline size_t write_string_escaped(const std::string_view input, char *out);
+
+// =============================================================
+// `writer`: position-as-local hot-path writer used by the reflection
+// atom code below. Holds the buffer pointer, write position and
+// capacity in three fields that, once `writer` itself is a stack-local
+// in the caller and all atom() functions are inlined, become true
+// register-resident locals after SROA. Glaze achieves the same effect
+// by passing `B&& b, auto&& ix` through every helper. Holding `pos`
+// in a register (rather than as a member of string_builder) is what
+// breaks the strict-aliasing penalty on every char* write through the
+// buffer, which forces a reload of `b.position` and `b.capacity`
+// after every byte.
+// =============================================================
+struct writer {
+  char *ptr;        // buffer pointer (refreshed after a grow)
+  size_t pos;       // write position (local)
+  size_t cap;       // capacity (refreshed after a grow)
+  string_builder &sb;  // back-ref for grow / sync
+
+  // Snapshot string_builder state into a writer for the duration of
+  // a write chain.
+  simdjson_really_inline writer(string_builder &builder) noexcept
+      : ptr(builder.unsafe_data())
+      , pos(builder.unsafe_position())
+      , cap(builder.unsafe_capacity())
+      , sb(builder) {}
+
+  // Write the local position back to the underlying string_builder.
+  // Caller is responsible for invoking before the writer is dropped
+  // (otherwise data is lost). Idempotent.
+  simdjson_really_inline void sync() noexcept {
+    sb.unsafe_set_position(pos);
+  }
+
+  // Ensure at least `n` more bytes of free capacity. Grows the
+  // underlying buffer if needed (rare path). Returns false on
+  // allocation failure.
+  simdjson_really_inline bool ensure(size_t n) noexcept {
+    // Use subtraction (relying on the pos <= cap invariant) so a huge n
+    // cannot wrap pos + n to a small value that spuriously passes the test.
+    // This is pedantic except maybe on 32-bit targets.
+    if (simdjson_likely(n <= cap - pos)) return true;
+    return grow_slow(n);
+  }
+
+  // Slow path of ensure(). Out-of-line via simdjson_inline (not
+  // simdjson_really_inline) to keep the hot path short.
+  simdjson_inline bool grow_slow(size_t n) noexcept {
+    // Detect overflow.
+    // This is pedantic except maybe on 32-bit targets.
+    if (simdjson_unlikely(pos + n < pos)) return false;
+    sb.unsafe_set_position(pos);
+    // even if 2*capacity overflows, the (std::max) below will pick the needed value,
+    // so we do not need a separate overflow check here.
+    if (!sb.unsafe_grow((std::max)(cap * 2, pos + n))) {
+      return false;
+    }
+    ptr = sb.unsafe_data();
+    cap = sb.unsafe_capacity();
+    return true;
+  }
+};
+
+// === Helper: invoke a string_builder member that writes variable-length
+// content (escape_and_append_with_quotes etc), syncing the writer's local
+// state before the call and reloading after. Used for string fields where
+// rewriting the entire SIMD escape path through the writer would be a much
+// bigger refactor.
+template <class F>
+simdjson_really_inline void call_through_string_builder(writer &w, F &&f) noexcept {
+  w.sync();
+  f(w.sb);
+  w.ptr = w.sb.unsafe_data();
+  w.pos = w.sb.unsafe_position();
+  w.cap = w.sb.unsafe_capacity();
+}
+
 template <class T>
-  requires(concepts::container_but_not_string<T> && !require_custom_serialization<T>)
+  requires(concepts::container_but_not_string<T> && ! concepts::optional_type<T> && !require_custom_serialization<T>)
-constexpr void atom(string_builder &b, const T &t) {
+simdjson_really_inline constexpr void atom(writer &w, const T &t) {
   auto it = t.begin();
   auto end = t.end();
   if (it == end) {
-    b.append_raw("[]");
+    if (!w.ensure(2)) return;
+    std::memcpy(w.ptr + w.pos, "[]", 2);
+    w.pos += 2;
     return;
   }
-  b.append('[');
+  if (!w.ensure(1)) return;
-  atom(b, *it);
+  w.ptr[w.pos++] = '[';
+  atom(w, *it);
   ++it;
   for (; it != end; ++it) {
-    b.append(',');
+    if (!w.ensure(1)) return;
-    atom(b, *it);
+    w.ptr[w.pos++] = ',';
+    atom(w, *it);
   }
-  b.append(']');
+  if (!w.ensure(1)) return;
+  w.ptr[w.pos++] = ']';
 }
 
 template <class T>
@@ -45,37 +135,100 @@ template <class T>
            std::is_same_v<T, std::string_view> ||
            std::is_same_v<T, const char *> ||
            std::is_same_v<T, char>)
-constexpr void atom(string_builder &b, const T &t) {
+simdjson_really_inline constexpr void atom(writer &w, const T &t) {
-  b.escape_and_append_with_quotes(t);
+  // Inline the escape path through the writer so we never round-trip
+  // pos through memory for string fields (Twitter is dominated by
+  // these — sync/reload around each string was a real cost).
+  std::string_view input;
+  if constexpr (std::is_same_v<T, char>) {
+    input = std::string_view(&t, 1);
+  } else {
+    input = std::string_view(t);
+  }
+  // Worst-case escape: every byte expands to \uXXXX (6 chars), plus 2 quotes.
+  // Guard against 2 + 6 * input.size() wrapping for huge inputs — if it
+  // wrapped to a small value, ensure() would spuriously succeed and the
+  // subsequent escape would overflow the buffer.
+  // Note that this is pedantic except maybe on 32-bit targets.
+  if (simdjson_unlikely(input.size() > ((std::numeric_limits<size_t>::max)() - 2) / 6)) { return; }
+  if (!w.ensure(2 + 6 * input.size())) { return; }
+  w.ptr[w.pos++] = '"';
+  w.pos += write_string_escaped(input, w.ptr + w.pos);
+  w.ptr[w.pos++] = '"';
 }
 
 template <concepts::string_view_keyed_map T>
   requires(!require_custom_serialization<T>)
-constexpr void atom(string_builder &b, const T &m) {
+simdjson_really_inline constexpr void atom(writer &w, const T &m) {
   if (m.empty()) {
-    b.append_raw("{}");
+    if (!w.ensure(2)) return;
+    std::memcpy(w.ptr + w.pos, "{}", 2);
+    w.pos += 2;
     return;
   }
-  b.append('{');
+  if (!w.ensure(1)) return;
+  w.ptr[w.pos++] = '{';
   bool first = true;
   for (const auto& [key, value] : m) {
     if (!first) {
-      b.append(',');
+      if (!w.ensure(1)) return;
+      w.ptr[w.pos++] = ',';
     }
     first = false;
-    // Keys must be convertible to string_view per the concept
+    // Keys must be convertible to string_view per the concept.
-    b.escape_and_append_with_quotes(key);
+    std::string_view key_sv(key);
-    b.append(':');
+    // Guard against 3 + 6 * key_sv.size() wrapping for huge keys, if it
-    atom(b, value);
+    // wrapped to a small value, ensure() would spuriously succeed and the
+    // subsequent escape would overflow the buffer.
+    // Note that this is pedantic except maybe on 32-bit targets.
+    if (simdjson_unlikely(key_sv.size() > ((std::numeric_limits<size_t>::max)() - 3) / 6)) { return; }
+    if (!w.ensure(2 + 6 * key_sv.size() + 1)) { return; }
+    w.ptr[w.pos++] = '"';
+    w.pos += write_string_escaped(key_sv, w.ptr + w.pos);
+    w.ptr[w.pos++] = '"';
+    w.ptr[w.pos++] = ':';
+    atom(w, value);
   }
-  b.append('}');
+  if (!w.ensure(1)) return;
+  w.ptr[w.pos++] = '}';
 }
 
 
 template<typename number_type,
          typename = typename std::enable_if<std::is_arithmetic<number_type>::value && !std::is_same_v<number_type, char>>::type>
-constexpr void atom(string_builder &b, const number_type t) {
+simdjson_really_inline constexpr void atom(writer &w, const number_type t) {
-  b.append(t);
+  // Booleans / floats: defer to string_builder (rare path; keeps writer hot
+  // path free of float-formatter machinery). For integers, write directly
+  // via jeaiii using local pos.
+  if constexpr (std::is_same_v<number_type, bool>) {
+    if (t) {
+      if (!w.ensure(4)) return;
+      std::memcpy(w.ptr + w.pos, "true", 4);
+      w.pos += 4;
+    } else {
+      if (!w.ensure(5)) return;
+      std::memcpy(w.ptr + w.pos, "false", 5);
+      w.pos += 5;
+    }
+  } else if constexpr (std::is_floating_point_v<number_type>) {
+    call_through_string_builder(w, [&](string_builder &b) { b.append(t); });
+  } else if constexpr (std::is_unsigned_v<number_type>) {
+    if (!w.ensure(20)) return;
+    char *end = internal::write_uint_jeaiii(
+        w.ptr + w.pos, static_cast<uint64_t>(t));
+    w.pos = static_cast<size_t>(end - w.ptr);
+  } else {
+    // signed integral
+    if (!w.ensure(20)) return;
+    using U = typename std::make_unsigned<number_type>::type;
+    bool negative = t < 0;
+    U pv = negative ? U(0) - static_cast<U>(t) : static_cast<U>(t);
+    w.ptr[w.pos] = '-';
+    w.pos += negative;
+    char *end = internal::write_uint_jeaiii(
+        w.ptr + w.pos, static_cast<uint64_t>(pv));
+    w.pos = static_cast<size_t>(end - w.ptr);
+  }
 }
 
 template <class T>
@@ -88,61 +241,83 @@ template <class T>
            !std::is_same_v<T, std::string_view> &&
            !std::is_same_v<T, const char*> &&
            !std::is_same_v<T, char> && !require_custom_serialization<T>)
-constexpr void atom(string_builder &b, const T &t) {
+simdjson_really_inline constexpr void atom(writer &w, const T &t) {
+  // Per-field block: ensure key+value worst case, then write key + value
+  // through the writer's local pos. For arithmetic fields, the integer
+  // write happens directly via write_uint_jeaiii on w.ptr+w.pos, so pos
+  // never round-trips through memory.
   int i = 0;
-  b.append('{');
+  if (!w.ensure(1)) return;
+  w.ptr[w.pos++] = '{';
   template for (constexpr auto dm : std::define_static_array(std::meta::nonstatic_data_members_of(^^T, std::meta::access_context::unchecked()))) {
-    if (i != 0)
+    constexpr auto first_key = std::define_static_string(
-      b.append(',');
+        constevalutil::consteval_to_quoted_escaped(std::meta::identifier_of(dm)) + ":");
-    constexpr auto key = std::define_static_string(constevalutil::consteval_to_quoted_escaped(std::meta::identifier_of(dm)));
+    constexpr auto rest_key = std::define_static_string(
-    b.append_raw(key);
+        std::string(",") + constevalutil::consteval_to_quoted_escaped(std::meta::identifier_of(dm)) + ":");
-    b.append(':');
+    constexpr size_t first_key_len = std::char_traits<char>::length(first_key);
-    atom(b, t.[:dm:]);
+    constexpr size_t rest_key_len = std::char_traits<char>::length(rest_key);
+    if (!w.ensure(rest_key_len)) return;
+    if (i == 0) {
+      std::memcpy(w.ptr + w.pos, first_key, first_key_len);
+      w.pos += first_key_len;
+    } else {
+      std::memcpy(w.ptr + w.pos, rest_key, rest_key_len);
+      w.pos += rest_key_len;
+    }
+    atom(w, t.[:dm:]);
     i++;
   };
-  b.append('}');
+  if (!w.ensure(1)) return;
+  w.ptr[w.pos++] = '}';
 }
 
 // Support for optional types (std::optional, etc.)
 template <concepts::optional_type T>
   requires(!require_custom_serialization<T>)
-constexpr void atom(string_builder &b, const T &opt) {
+simdjson_really_inline constexpr void atom(writer &w, const T &opt) {
   if (opt) {
-    atom(b, opt.value());
+    atom(w, opt.value());
   } else {
-    b.append_raw("null");
+    if (!w.ensure(4)) return;
+    std::memcpy(w.ptr + w.pos, "null", 4);
+    w.pos += 4;
   }
 }
 
 // Support for smart pointers (std::unique_ptr, std::shared_ptr, etc.)
 template <concepts::smart_pointer T>
   requires(!require_custom_serialization<T>)
-constexpr void atom(string_builder &b, const T &ptr) {
+simdjson_really_inline constexpr void atom(writer &w, const T &ptr) {
   if (ptr) {
-    atom(b, *ptr);
+    atom(w, *ptr);
   } else {
-    b.append_raw("null");
+    if (!w.ensure(4)) return;
+    std::memcpy(w.ptr + w.pos, "null", 4);
+    w.pos += 4;
   }
 }
 
 // Support for enums - serialize as string representation using expand approach from P2996R12
 template <typename T>
   requires(std::is_enum_v<T> && !require_custom_serialization<T>)
-void atom(string_builder &b, const T &e) {
+simdjson_really_inline void atom(writer &w, const T &e) {
 #if SIMDJSON_STATIC_REFLECTION
-  constexpr auto enumerators = std::define_static_array(std::meta::enumerators_of(^^T));
+  static constexpr auto enumerators = std::define_static_array(std::meta::enumerators_of(^^T));
   template for (constexpr auto enum_val : enumerators) {
     constexpr auto enum_str = std::define_static_string(constevalutil::consteval_to_quoted_escaped(std::meta::identifier_of(enum_val)));
+    constexpr size_t enum_str_len = std::char_traits<char>::length(enum_str);
     if (e == [:enum_val:]) {
-      b.append_raw(enum_str);
+      if (!w.ensure(enum_str_len)) return;
+      std::memcpy(w.ptr + w.pos, enum_str, enum_str_len);
+      w.pos += enum_str_len;
       return;
     }
   };
   // Fallback to integer if enum value not found
-  atom(b, static_cast<std::underlying_type_t<T>>(e));
+  atom(w, static_cast<std::underlying_type_t<T>>(e));
 #else
   // Fallback: serialize as integer if reflection not available
-  atom(b, static_cast<std::underlying_type_t<T>>(e));
+  atom(w, static_cast<std::underlying_type_t<T>>(e));
 #endif
 }
 
@@ -152,28 +327,37 @@ template <concepts::appendable_containers T>
            !concepts::optional_type<T> && !concepts::smart_pointer<T> &&
            !std::is_same_v<T, std::string> &&
            !std::is_same_v<T, std::string_view> && !std::is_same_v<T, const char*> && !require_custom_serialization<T>)
-constexpr void atom(string_builder &b, const T &container) {
+simdjson_really_inline constexpr void atom(writer &w, const T &container) {
   if (container.empty()) {
-    b.append_raw("[]");
+    if (!w.ensure(2)) return;
+    std::memcpy(w.ptr + w.pos, "[]", 2);
+    w.pos += 2;
     return;
   }
-  b.append('[');
+  if (!w.ensure(1)) return;
+  w.ptr[w.pos++] = '[';
   bool first = true;
   for (const auto& item : container) {
     if (!first) {
-      b.append(',');
+      if (!w.ensure(1)) return;
+      w.ptr[w.pos++] = ',';
     }
     first = false;
-    atom(b, item);
+    atom(w, item);
   }
-  b.append(']');
+  if (!w.ensure(1)) return;
+  w.ptr[w.pos++] = ']';
 }
 
-// append functions that delegate to atom functions for primitive types
+// append() — top-level entry. Each overload constructs a stack-local
+// writer, runs atom(w, t) through the inlined call chain, then syncs
+// the local position back into the string_builder.
 template <class T>
   requires(std::is_arithmetic_v<T> && !std::is_same_v<T, char>)
-void append(string_builder &b, const T &t) {
+simdjson_inline void append(string_builder &b, const T &t) {
-  atom(b, t);
+  writer w(b);
+  atom(w, t);
+  w.sync();
 }
 
 template <class T>
@@ -181,20 +365,26 @@ template <class T>
            std::is_same_v<T, std::string_view> ||
            std::is_same_v<T, const char *> ||
            std::is_same_v<T, char>)
-void append(string_builder &b, const T &t) {
+simdjson_inline void append(string_builder &b, const T &t) {
-  atom(b, t);
+  writer w(b);
+  atom(w, t);
+  w.sync();
 }
 
 template <concepts::optional_type T>
   requires(!require_custom_serialization<T>)
-void append(string_builder &b, const T &t) {
+simdjson_inline void append(string_builder &b, const T &t) {
-  atom(b, t);
+  writer w(b);
+  atom(w, t);
+  w.sync();
 }
 
 template <concepts::smart_pointer T>
   requires(!require_custom_serialization<T>)
-void append(string_builder &b, const T &t) {
+simdjson_inline void append(string_builder &b, const T &t) {
-  atom(b, t);
+  writer w(b);
+  atom(w, t);
+  w.sync();
 }
 
 template <concepts::appendable_containers T>
@@ -202,14 +392,18 @@ template <concepts::appendable_containers T>
            !concepts::optional_type<T> && !concepts::smart_pointer<T> &&
            !std::is_same_v<T, std::string> &&
            !std::is_same_v<T, std::string_view> && !std::is_same_v<T, const char*> && !require_custom_serialization<T>)
-void append(string_builder &b, const T &t) {
+simdjson_inline void append(string_builder &b, const T &t) {
-  atom(b, t);
+  writer w(b);
+  atom(w, t);
+  w.sync();
 }
 
 template <concepts::string_view_keyed_map T>
   requires(!require_custom_serialization<T>)
-void append(string_builder &b, const T &t) {
+simdjson_inline void append(string_builder &b, const T &t) {
-  atom(b, t);
+  writer w(b);
+  atom(w, t);
+  w.sync();
 }
 
 // works for struct
@@ -223,39 +417,19 @@ template <class Z>
            !std::is_same_v<Z, std::string_view> &&
            !std::is_same_v<Z, const char*> &&
            !std::is_same_v<Z, char> && !require_custom_serialization<Z>)
-void append(string_builder &b, const Z &z) {
+simdjson_inline void append(string_builder &b, const Z &z) {
-  int i = 0;
+  writer w(b);
-  b.append('{');
+  atom(w, z);
-  template for (constexpr auto dm : std::define_static_array(std::meta::nonstatic_data_members_of(^^Z, std::meta::access_context::unchecked()))) {
+  w.sync();
-    if (i != 0)
-      b.append(',');
-    constexpr auto key = std::define_static_string(constevalutil::consteval_to_quoted_escaped(std::meta::identifier_of(dm)));
-    b.append_raw(key);
-    b.append(':');
-    atom(b, z.[:dm:]);
-    i++;
-  };
-  b.append('}');
 }
 
 // works for container that have begin() and end() iterators
 template <class Z>
   requires(concepts::container_but_not_string<Z> && !require_custom_serialization<Z>)
-void append(string_builder &b, const Z &z) {
+simdjson_inline void append(string_builder &b, const Z &z) {
-  auto it = z.begin();
+  writer w(b);
-  auto end = z.end();
+  atom(w, z);
-  if (it == end) {
+  w.sync();
-    b.append_raw("[]");
-    return;
-  }
-  b.append('[');
-  atom(b, *it);
-  ++it;
-  for (; it != end; ++it) {
-    b.append(',');
-    atom(b, *it);
-  }
-  b.append(']');
 }
 
 template <class Z>
@@ -275,7 +449,7 @@ simdjson_warn_unused simdjson_result<std::string> to_json_string(const Z &z, siz
 }
 
 template <class Z>
-simdjson_warn_unused simdjson_error to_json(const Z &z, std::string &s, size_t initial_capacity = string_builder::DEFAULT_INITIAL_CAPACITY) {
+simdjson_warn_unused error_code to_json(const Z &z, std::string &s, size_t initial_capacity = string_builder::DEFAULT_INITIAL_CAPACITY) {
   string_builder b(initial_capacity);
   append(b, z);
   std::string_view view;
@@ -294,40 +468,41 @@ string_builder& operator<<(string_builder& b, const Z& z) {
 template<constevalutil::fixed_string... FieldNames, typename T>
   requires(std::is_class_v<T> && (sizeof...(FieldNames) > 0))
 void extract_from(string_builder &b, const T &obj) {
-  // Helper to check if a field name matches any of the requested fields
+  writer w(b);
-  auto should_extract = [](std::string_view field_name) constexpr -> bool {
+  if (!w.ensure(1)) { w.sync(); return; }
-    return ((FieldNames.view() == field_name) || ...);
+  w.ptr[w.pos++] = '{';
-  };
-
-  b.append('{');
   bool first = true;
-
   // Iterate through all members of T using reflection
-  template for (constexpr auto mem : std::define_static_array(
+  static constexpr auto members = std::define_static_array(std::meta::nonstatic_data_members_of(^^T, std::meta::access_context::unchecked()));
-      std::meta::nonstatic_data_members_of(^^T, std::meta::access_context::unchecked()))) {
+  template for (constexpr auto mem : members) {
-
     if constexpr (std::meta::is_public(mem)) {
-      constexpr std::string_view key = std::define_static_string(std::meta::identifier_of(mem));
+      static constexpr std::string_view key = std::define_static_string(std::meta::identifier_of(mem));
 
       // Only serialize this field if it's in our list of requested fields
-      if constexpr (should_extract(key)) {
+      if constexpr (((FieldNames.view() == key) || ...)) {
-        if (!first) {
+        static constexpr auto first_key = std::define_static_string(
-          b.append(',');
+            constevalutil::consteval_to_quoted_escaped(std::meta::identifier_of(mem)) + ":");
+        static constexpr auto rest_key = std::define_static_string(
+            std::string(",") + constevalutil::consteval_to_quoted_escaped(std::meta::identifier_of(mem)) + ":");
+        constexpr size_t first_key_len = std::char_traits<char>::length(first_key);
+        constexpr size_t rest_key_len = std::char_traits<char>::length(rest_key);
+        if (!w.ensure(rest_key_len)) { w.sync(); return; }
+        if (first) {
+          std::memcpy(w.ptr + w.pos, first_key, first_key_len);
+          w.pos += first_key_len;
+        } else {
+          std::memcpy(w.ptr + w.pos, rest_key, rest_key_len);
+          w.pos += rest_key_len;
         }
         first = false;
-
+        atom(w, obj.[:mem:]);
-        // Serialize the key
-        constexpr auto quoted_key = std::define_static_string(constevalutil::consteval_to_quoted_escaped(std::meta::identifier_of(mem)));
-        b.append_raw(quoted_key);
-        b.append(':');
-
-        // Serialize the value
-        atom(b, obj.[:mem:]);
       }
     }
   };
 
-  b.append('}');
+  if (!w.ensure(1)) { w.sync(); return; }
+  w.ptr[w.pos++] = '}';
+  w.sync();
 }
 
 template<constevalutil::fixed_string... FieldNames, typename T>
@@ -352,7 +527,7 @@ simdjson_warn_unused simdjson_result<std::string> to_json(const Z &z, size_t ini
   return std::string(s);
 }
 template <class Z>
-simdjson_warn_unused simdjson_error to_json(const Z &z, std::string &s, size_t initial_capacity = SIMDJSON_IMPLEMENTATION::builder::string_builder::DEFAULT_INITIAL_CAPACITY) {
+simdjson_warn_unused error_code to_json(const Z &z, std::string &s, size_t initial_capacity = SIMDJSON_IMPLEMENTATION::builder::string_builder::DEFAULT_INITIAL_CAPACITY) {
   SIMDJSON_IMPLEMENTATION::builder::string_builder b(initial_capacity);
   SIMDJSON_IMPLEMENTATION::builder::append(b, z);
   std::string_view view;

include/simdjson/generic/builder/json_string_builder-inl.h

@@ -1,5 +1,7 @@
 #include <array>
+#include <cmath>
 #include <cstring>
+#include <limits>
 #include <type_traits>
 #ifndef SIMDJSON_GENERIC_STRING_BUILDER_INL_H
 
@@ -27,12 +29,50 @@
 #define SIMDJSON_EXPERIMENTAL_HAS_NEON 1
 #endif
 #endif
+#if defined(__loongarch_sx)
+#ifndef SIMDJSON_EXPERIMENTAL_HAS_LSX
+#define SIMDJSON_EXPERIMENTAL_HAS_LSX 1
+#endif
+#endif
+#if defined(__riscv_v_intrinsic) && __riscv_v_intrinsic >= 11000 &&            \
+    defined(__riscv_vector)
+#ifndef SIMDJSON_EXPERIMENTAL_HAS_RVV
+#define SIMDJSON_EXPERIMENTAL_HAS_RVV 1
+#endif
+#endif
+#if (defined(__PPC64__) || defined(_M_PPC64)) && defined(__ALTIVEC__)
+#ifndef SIMDJSON_EXPERIMENTAL_HAS_PPC64
+#define SIMDJSON_EXPERIMENTAL_HAS_PPC64 1
+#endif
+#endif
 #if SIMDJSON_EXPERIMENTAL_HAS_NEON
 #include <arm_neon.h>
+#ifdef _MSC_VER
+#include <intrin.h>
+#endif
 #endif
 #if SIMDJSON_EXPERIMENTAL_HAS_SSE2
 #include <emmintrin.h>
+#ifdef _MSC_VER
+#include <intrin.h>
 #endif
+#endif
+#if SIMDJSON_EXPERIMENTAL_HAS_LSX
+#include <lsxintrin.h>
+#endif
+#if SIMDJSON_EXPERIMENTAL_HAS_RVV
+#include <riscv_vector.h>
+#endif
+#if SIMDJSON_EXPERIMENTAL_HAS_PPC64
+#include <altivec.h>
+#ifdef bool
+#undef bool
+#endif
+#ifdef vector
+#undef vector
+#endif
+#endif
+
 
 namespace simdjson {
 namespace SIMDJSON_IMPLEMENTATION {
@@ -133,16 +173,45 @@ simdjson_inline bool fast_needs_escaping(std::string_view view) {
   }
   return _mm_movemask_epi8(running) != 0;
 }
+#elif SIMDJSON_EXPERIMENTAL_HAS_PPC64
+simdjson_inline bool fast_needs_escaping(std::string_view view) {
+  if (view.size() < 16) {
+    return simple_needs_escaping(view);
+  }
+  size_t i = 0;
+  __vector unsigned char running = vec_splats((unsigned char)0);
+  __vector unsigned char v34 = vec_splats((unsigned char)34);
+  __vector unsigned char v92 = vec_splats((unsigned char)92);
+  __vector unsigned char v32 = vec_splats((unsigned char)32);
+
+  for (; i + 15 < view.size(); i += 16) {
+    __vector unsigned char word =
+        vec_vsx_ld(0, reinterpret_cast<const unsigned char *>(view.data() + i));
+    running = vec_or(running, (__vector unsigned char)vec_cmpeq(word, v34));
+    running = vec_or(running, (__vector unsigned char)vec_cmpeq(word, v92));
+    running = vec_or(running,
+        (__vector unsigned char)vec_cmplt(word, v32));
+  }
+  if (i < view.size()) {
+    __vector unsigned char word = vec_vsx_ld(
+        0, reinterpret_cast<const unsigned char *>(view.data() + view.length() - 16));
+    running = vec_or(running, (__vector unsigned char)vec_cmpeq(word, v34));
+    running = vec_or(running, (__vector unsigned char)vec_cmpeq(word, v92));
+    running = vec_or(running,
+        (__vector unsigned char)vec_cmplt(word, v32));
+  }
+  return !vec_all_eq(running, vec_splats((unsigned char)0));
+}
 #else
 simdjson_inline bool fast_needs_escaping(std::string_view view) {
   return simple_needs_escaping(view);
 }
 #endif
 
-SIMDJSON_CONSTEXPR_LAMBDA inline size_t
+// Scalar fallback for finding next quotable character
-find_next_json_quotable_character(const std::string_view view,
+SIMDJSON_CONSTEXPR_LAMBDA simdjson_inline size_t
+find_next_json_quotable_character_scalar(const std::string_view view,
                                          size_t location) noexcept {
-
   for (auto pos = view.begin() + location; pos != view.end(); ++pos) {
     if (json_quotable_character[static_cast<uint8_t>(*pos)]) {
       return pos - view.begin();
@@ -151,6 +220,213 @@ find_next_json_quotable_character(const std::string_view view,
   return size_t(view.size());
 }
 
+// SIMD-accelerated position finding that directly locates the first quotable
+// character, combining detection and position extraction in a single pass to
+// minimize redundant work.
+#if SIMDJSON_EXPERIMENTAL_HAS_NEON
+simdjson_inline size_t
+find_next_json_quotable_character(const std::string_view view,
+                                  size_t location) noexcept {
+  const size_t len = view.size();
+  const uint8_t *ptr =
+      reinterpret_cast<const uint8_t *>(view.data()) + location;
+  size_t remaining = len - location;
+
+  // SIMD constants for characters requiring escape
+  uint8x16_t v34 = vdupq_n_u8(34);  // '"'
+  uint8x16_t v92 = vdupq_n_u8(92);  // '\\'
+  uint8x16_t v32 = vdupq_n_u8(32);  // control char threshold
+
+  while (remaining >= 16) {
+    uint8x16_t word = vld1q_u8(ptr);
+
+    // Check for quotable characters: '"', '\\', or control chars (< 32)
+    uint8x16_t needs_escape = vceqq_u8(word, v34);
+    needs_escape = vorrq_u8(needs_escape, vceqq_u8(word, v92));
+    needs_escape = vorrq_u8(needs_escape, vcltq_u8(word, v32));
+
+    const uint8x8_t res = vshrn_n_u16(vreinterpretq_u16_u8(needs_escape), 4);
+    const uint64_t mask = vget_lane_u64(vreinterpret_u64_u8(res), 0);
+    if(mask != 0) {
+      size_t offset = ptr - reinterpret_cast<const uint8_t *>(view.data());
+      auto trailing_zero = trailing_zeroes(mask);
+      return offset + (trailing_zero >> 2);
+    }
+    ptr += 16;
+    remaining -= 16;
+  }
+
+  // Scalar fallback for remaining bytes
+  size_t current = len - remaining;
+  return find_next_json_quotable_character_scalar(view, current);
+}
+#elif SIMDJSON_EXPERIMENTAL_HAS_SSE2
+simdjson_inline size_t
+find_next_json_quotable_character(const std::string_view view,
+                                  size_t location) noexcept {
+  const size_t len = view.size();
+  const uint8_t *ptr =
+      reinterpret_cast<const uint8_t *>(view.data()) + location;
+  size_t remaining = len - location;
+
+  // SIMD constants
+  __m128i v34 = _mm_set1_epi8(34);  // '"'
+  __m128i v92 = _mm_set1_epi8(92);  // '\\'
+  __m128i v31 = _mm_set1_epi8(31);  // for control char detection
+
+  while (remaining >= 16) {
+    __m128i word = _mm_loadu_si128(reinterpret_cast<const __m128i *>(ptr));
+
+    // Check for quotable characters
+    __m128i needs_escape = _mm_cmpeq_epi8(word, v34);
+    needs_escape = _mm_or_si128(needs_escape, _mm_cmpeq_epi8(word, v92));
+    needs_escape = _mm_or_si128(
+        needs_escape,
+        _mm_cmpeq_epi8(_mm_subs_epu8(word, v31), _mm_setzero_si128()));
+
+    int mask = _mm_movemask_epi8(needs_escape);
+    if (mask != 0) {
+      // Found quotable character - use trailing zero count to find position
+      size_t offset = ptr - reinterpret_cast<const uint8_t *>(view.data());
+      return offset + trailing_zeroes(mask);
+    }
+    ptr += 16;
+    remaining -= 16;
+  }
+
+  // Scalar fallback for remaining bytes
+  size_t current = len - remaining;
+  return find_next_json_quotable_character_scalar(view, current);
+}
+#elif SIMDJSON_EXPERIMENTAL_HAS_LSX
+simdjson_inline size_t
+find_next_json_quotable_character(const std::string_view view,
+                                  size_t location) noexcept {
+  const size_t len = view.size();
+  const uint8_t *ptr =
+      reinterpret_cast<const uint8_t *>(view.data()) + location;
+  size_t remaining = len - location;
+
+  //SIMD constants for characters requiring escape
+  __m128i v34 = __lsx_vreplgr2vr_b(34);  // '"'
+  __m128i v92 = __lsx_vreplgr2vr_b(92);  // '\\'
+  __m128i v32 = __lsx_vreplgr2vr_b(32);  // control char threshold
+
+  while (remaining >= 16){
+    __m128i word = __lsx_vld(ptr, 0);
+
+    //Check for the quotable characters: '"', '\\', or control char (<32)
+    __m128i needs_escape = __lsx_vseq_b(word, v34);
+    needs_escape = __lsx_vor_v(needs_escape, __lsx_vseq_b(word, v92));
+    needs_escape = __lsx_vor_v(needs_escape, __lsx_vslt_bu(word, v32));
+
+    if (!__lsx_bz_v(needs_escape)){
+
+      //Found quotable character - extract exact byte position
+      uint64_t lo = __lsx_vpickve2gr_du(needs_escape,0);
+      uint64_t hi = __lsx_vpickve2gr_du(needs_escape,1);
+      size_t offset = ptr - reinterpret_cast<const uint8_t *>(view.data());
+      if ( lo != 0) {
+        return offset + trailing_zeroes(lo) / 8;
+      } else {
+        return offset + 8 + trailing_zeroes(hi) / 8;
+      }
+    }
+    ptr += 16;
+    remaining -= 16;
+  }
+  size_t current = len - remaining;
+  return find_next_json_quotable_character_scalar(view, current);
+}
+#elif SIMDJSON_EXPERIMENTAL_HAS_RVV
+simdjson_inline size_t
+find_next_json_quotable_character(const std::string_view view,
+                                  size_t location) noexcept {
+  const size_t len = view.size();
+  const uint8_t *ptr =
+      reinterpret_cast<const uint8_t *>(view.data()) + location;
+  size_t remaining = len - location;
+
+  while (remaining > 0) {
+    size_t vl = __riscv_vsetvl_e8m1(remaining);
+    vuint8m1_t word = __riscv_vle8_v_u8m1(ptr, vl);
+
+    // Check for quotable characters: '"', '\\', or control chars (< 32)
+    vbool8_t needs_escape = __riscv_vmseq(word, (uint8_t)34, vl);
+    needs_escape = __riscv_vmor(needs_escape,
+        __riscv_vmseq(word, (uint8_t)92, vl), vl);
+    needs_escape = __riscv_vmor(needs_escape,
+        __riscv_vmsltu(word, (uint8_t)32, vl), vl);
+
+    long first = __riscv_vfirst(needs_escape, vl);
+    if (first >= 0) {
+      size_t offset = ptr - reinterpret_cast<const uint8_t *>(view.data());
+      return offset + first;
+    }
+    ptr += vl;
+    remaining -= vl;
+  }
+
+  return len;
+}
+#elif SIMDJSON_EXPERIMENTAL_HAS_PPC64
+simdjson_inline size_t
+find_next_json_quotable_character(const std::string_view view,
+                                  size_t location) noexcept {
+  const size_t len = view.size();
+  const uint8_t *ptr =
+      reinterpret_cast<const uint8_t *>(view.data()) + location;
+  size_t remaining = len - location;
+
+  // SIMD constants for characters requiring escape
+  __vector unsigned char v34 = vec_splats((unsigned char)34);  // '"'
+  __vector unsigned char v92 = vec_splats((unsigned char)92);  // '\\'
+  __vector unsigned char v32 = vec_splats((unsigned char)32);  // control char threshold
+
+  // Bitmask for vec_vbpermq to extract one bit per byte
+  const __vector unsigned char perm_mask = {0x78, 0x70, 0x68, 0x60, 0x58, 0x50,
+                                            0x48, 0x40, 0x38, 0x30, 0x28, 0x20,
+                                            0x18, 0x10, 0x08, 0x00};
+
+  while (remaining >= 16) {
+    __vector unsigned char word =
+        vec_vsx_ld(0, reinterpret_cast<const unsigned char *>(ptr));
+
+    // Check for quotable characters: '"', '\\', or control chars (< 32)
+    __vector unsigned char needs_escape =
+        (__vector unsigned char)vec_cmpeq(word, v34);
+    needs_escape = vec_or(needs_escape,
+        (__vector unsigned char)vec_cmpeq(word, v92));
+    needs_escape = vec_or(needs_escape,
+        (__vector unsigned char)vec_cmplt(word, v32));
+
+    __vector unsigned long long result =
+        (__vector unsigned long long)vec_vbpermq(needs_escape, perm_mask);
+#ifdef __LITTLE_ENDIAN__
+    unsigned int mask = static_cast<unsigned int>(result[1]);
+#else
+    unsigned int mask = static_cast<unsigned int>(result[0]);
+#endif
+    if (mask != 0) {
+      size_t offset = ptr - reinterpret_cast<const uint8_t *>(view.data());
+      return offset + __builtin_ctz(mask);
+    }
+    ptr += 16;
+    remaining -= 16;
+  }
+
+  // Scalar fallback for remaining bytes
+  size_t current = len - remaining;
+  return find_next_json_quotable_character_scalar(view, current);
+}
+#else
+SIMDJSON_CONSTEXPR_LAMBDA simdjson_inline size_t
+find_next_json_quotable_character(const std::string_view view,
+                                  size_t location) noexcept {
+  return find_next_json_quotable_character_scalar(view, location);
+}
+#endif
+
 SIMDJSON_CONSTEXPR_LAMBDA static std::string_view control_chars[] = {
     "\\u0000", "\\u0001", "\\u0002", "\\u0003", "\\u0004", "\\u0005", "\\u0006",
     "\\u0007", "\\b",     "\\t",     "\\n",     "\\u000b", "\\f",     "\\r",
@@ -163,7 +439,7 @@ SIMDJSON_CONSTEXPR_LAMBDA static std::string_view control_chars[] = {
 // control characters (U+0000 through U+001F). There are two-character sequence
 // escape representations of some popular characters:
 // \", \\, \b, \f, \n, \r, \t.
-SIMDJSON_CONSTEXPR_LAMBDA void escape_json_char(char c, char *&out) {
+SIMDJSON_CONSTEXPR_LAMBDA simdjson_inline void escape_json_char(char c, char *&out) {
   if (c == '"') {
     memcpy(out, "\\\"", 2);
     out += 2;
@@ -177,14 +453,20 @@ SIMDJSON_CONSTEXPR_LAMBDA void escape_json_char(char c, char *&out) {
   }
 }
 
+// Writes the escaped version of input to out, returning the number of bytes
+// written. Uses SIMD position finding to locate quotable characters efficiently.
 inline size_t write_string_escaped(const std::string_view input, char *out) {
   size_t mysize = input.size();
-  if (!fast_needs_escaping(input)) { // fast path!
+
+  // Use SIMD position finder directly - it returns mysize if no escape needed
+  size_t location = find_next_json_quotable_character(input, 0);
+  if (location == mysize) {
+    // Fast path: no escaping needed
     memcpy(out, input.data(), input.size());
     return input.size();
   }
+
   const char *const initout = out;
-  size_t location = find_next_json_quotable_character(input, 0);
   memcpy(out, input.data(), location);
   out += location;
   escape_json_char(input[location], out);
@@ -216,7 +498,7 @@ simdjson_inline bool string_builder::capacity_check(size_t upcoming_bytes) {
     return true;
   }
   // check for overflow, most of the time there is no overflow
-  if (simdjson_likely(position + upcoming_bytes < position)) {
+  if (simdjson_unlikely(position + upcoming_bytes < position)) {
     return false;
   }
   // We will rarely get here.
@@ -225,7 +507,7 @@ simdjson_inline bool string_builder::capacity_check(size_t upcoming_bytes) {
   return is_valid;
 }
 
-simdjson_inline void string_builder::grow_buffer(size_t desired_capacity) {
+inline void string_builder::grow_buffer(size_t desired_capacity) {
   if (!is_valid) {
     return;
   }
@@ -281,62 +563,6 @@ simdjson_inline void string_builder::clear() noexcept {
 
 namespace internal {
 
-template <typename number_type, typename = typename std::enable_if<
-                                    std::is_unsigned<number_type>::value>::type>
-simdjson_really_inline int int_log2(number_type x) {
-  return 63 - leading_zeroes(uint64_t(x) | 1);
-}
-
-simdjson_really_inline int fast_digit_count_32(uint32_t x) {
-  static uint64_t table[] = {
-      4294967296,  8589934582,  8589934582,  8589934582,  12884901788,
-      12884901788, 12884901788, 17179868184, 17179868184, 17179868184,
-      21474826480, 21474826480, 21474826480, 21474826480, 25769703776,
-      25769703776, 25769703776, 30063771072, 30063771072, 30063771072,
-      34349738368, 34349738368, 34349738368, 34349738368, 38554705664,
-      38554705664, 38554705664, 41949672960, 41949672960, 41949672960,
-      42949672960, 42949672960};
-  return uint32_t((x + table[int_log2(x)]) >> 32);
-}
-
-simdjson_really_inline int fast_digit_count_64(uint64_t x) {
-  static uint64_t table[] = {9,
-                             99,
-                             999,
-                             9999,
-                             99999,
-                             999999,
-                             9999999,
-                             99999999,
-                             999999999,
-                             9999999999,
-                             99999999999,
-                             999999999999,
-                             9999999999999,
-                             99999999999999,
-                             999999999999999ULL,
-                             9999999999999999ULL,
-                             99999999999999999ULL,
-                             999999999999999999ULL,
-                             9999999999999999999ULL};
-  int y = (19 * int_log2(x) >> 6);
-  y += x > table[y];
-  return y + 1;
-}
-
-template <typename number_type, typename = typename std::enable_if<
-                                    std::is_unsigned<number_type>::value>::type>
-simdjson_really_inline size_t digit_count(number_type v) noexcept {
-  static_assert(sizeof(number_type) == 8 || sizeof(number_type) == 4 ||
-                    sizeof(number_type) == 2 || sizeof(number_type) == 1,
-                "We only support 8-bit, 16-bit, 32-bit and 64-bit numbers");
-  SIMDJSON_IF_CONSTEXPR(sizeof(number_type) <= 4) {
-    return fast_digit_count_32(static_cast<uint32_t>(v));
-  }
-  else {
-    return fast_digit_count_64(static_cast<uint64_t>(v));
-  }
-}
 static const char decimal_table[200] = {
     0x30, 0x30, 0x30, 0x31, 0x30, 0x32, 0x30, 0x33, 0x30, 0x34, 0x30, 0x35,
     0x30, 0x36, 0x30, 0x37, 0x30, 0x38, 0x30, 0x39, 0x31, 0x30, 0x31, 0x31,
@@ -356,6 +582,78 @@ static const char decimal_table[200] = {
     0x39, 0x30, 0x39, 0x31, 0x39, 0x32, 0x39, 0x33, 0x39, 0x34, 0x39, 0x35,
     0x39, 0x36, 0x39, 0x37, 0x39, 0x38, 0x39, 0x39,
 };
+
+// Forward unsigned-int writer (cascade-on-magnitude, no upfront digit_count).
+// Built from a non-recursive DAG of always_inline helpers — gcc and MSVC
+// refuse to inline recursive `always_inline`/`__forceinline` functions.
+// Caller must guarantee at least 20 bytes available at p. All helpers
+// return pointer past the last digit written.
+
+// Caller guarantees v < 100. Writes 1-2 digits.
+simdjson_really_inline char* write_lt100(char* p, uint64_t v) noexcept {
+  if (v < 10) { *p++ = char('0' + v); return p; }
+  std::memcpy(p, &decimal_table[v * 2], 2);
+  return p + 2;
+}
+
+// Caller guarantees v < 10000. Writes 1-4 digits.
+simdjson_really_inline char* write_lt10000(char* p, uint64_t v) noexcept {
+  if (v < 100) return write_lt100(p, v);
+  uint64_t hi = v / 100, lo = v % 100;
+  if (v < 1000) {
+    *p++ = char('0' + hi);
+  } else {
+    std::memcpy(p, &decimal_table[hi * 2], 2);
+    p += 2;
+  }
+  std::memcpy(p, &decimal_table[lo * 2], 2);
+  return p + 2;
+}
+
+// Caller guarantees v < 10000. Always writes exactly 4 digits.
+simdjson_really_inline void write_4_digits(char* p, uint64_t v) noexcept {
+  uint64_t hi = v / 100, lo = v % 100;
+  std::memcpy(p,     &decimal_table[hi * 2], 2);
+  std::memcpy(p + 2, &decimal_table[lo * 2], 2);
+}
+
+// Caller guarantees v < 10^8. Writes 1-8 digits.
+simdjson_really_inline char* write_lt1e8(char* p, uint64_t v) noexcept {
+  if (v < 10000) return write_lt10000(p, v);
+  uint64_t hi = v / 10000, lo = v % 10000;
+  p = write_lt10000(p, hi);
+  write_4_digits(p, lo);
+  return p + 4;
+}
+
+simdjson_really_inline char* write_uint_jeaiii(char* p, uint64_t v) noexcept {
+  if (v < 10000ULL) return write_lt10000(p, v);
+  if (v < 100000000ULL) {                   // 5-8 digits
+    uint64_t hi = v / 10000, lo = v % 10000;
+    p = write_lt10000(p, hi);
+    write_4_digits(p, lo);
+    return p + 4;
+  }
+  if (v < 10000000000000000ULL) {           // 9-16 digits
+    uint64_t hi = v / 100000000ULL, lo = v % 100000000ULL;
+    p = write_lt1e8(p, hi);
+    uint64_t lo_hi = lo / 10000, lo_lo = lo % 10000;
+    write_4_digits(p,     lo_hi);
+    write_4_digits(p + 4, lo_lo);
+    return p + 8;
+  }
+  // 17-20 digits
+  uint64_t hi = v / 10000000000000000ULL, lo = v % 10000000000000000ULL;
+  p = write_lt10000(p, hi);
+  uint64_t lo_a = lo / 100000000ULL, lo_b = lo % 100000000ULL;
+  uint64_t lo_a_hi = lo_a / 10000, lo_a_lo = lo_a % 10000;
+  uint64_t lo_b_hi = lo_b / 10000, lo_b_lo = lo_b % 10000;
+  write_4_digits(p,      lo_a_hi);
+  write_4_digits(p + 4,  lo_a_lo);
+  write_4_digits(p + 8,  lo_b_hi);
+  write_4_digits(p + 12, lo_b_lo);
+  return p + 16;
+}
 } // namespace internal
 
 template <typename number_type, typename>
@@ -386,52 +684,56 @@ simdjson_inline void string_builder::append(number_type v) noexcept {
     constexpr size_t max_number_size = 20;
     if (capacity_check(max_number_size)) {
       using unsigned_type = typename std::make_unsigned<number_type>::type;
-      unsigned_type pv = static_cast<unsigned_type>(v);
+      char* end = internal::write_uint_jeaiii(
-      size_t dc = internal::digit_count(pv);
+          buffer.get() + position,
-      char *write_pointer = buffer.get() + position + dc - 1;
+          static_cast<uint64_t>(static_cast<unsigned_type>(v)));
-      while (pv >= 100) {
+      position = end - buffer.get();
-        memcpy(write_pointer - 1, &internal::decimal_table[(pv % 100) * 2], 2);
-        write_pointer -= 2;
-        pv /= 100;
-      }
-      if (pv >= 10) {
-        *write_pointer-- = char('0' + (pv % 10));
-        pv /= 10;
-      }
-      *write_pointer = char('0' + pv);
-      position += dc;
     }
   }
   else SIMDJSON_IF_CONSTEXPR(std::is_integral<number_type>::value) {
+    // 19 digits (max abs value of int64_t) + optional minus sign.
     constexpr size_t max_number_size = 20;
     if (capacity_check(max_number_size)) {
       using unsigned_type = typename std::make_unsigned<number_type>::type;
       bool negative = v < 0;
-      unsigned_type pv = static_cast<unsigned_type>(v);
+      // 0 - pv (rather than -pv) avoids an MSVC unary-minus warning.
-      if (negative) {
+      unsigned_type pv = negative
-        pv = 0 - pv; // the 0 is for Microsoft
+          ? unsigned_type(0) - static_cast<unsigned_type>(v)
-      }
+          : static_cast<unsigned_type>(v);
-      size_t dc = internal::digit_count(pv);
+      // Branchless: always write '-', advance only if negative.
-      // by always writing the minus sign, we avoid the branch.
       buffer.get()[position] = '-';
-      position += negative ? 1 : 0;
+      position += negative;
-      char *write_pointer = buffer.get() + position + dc - 1;
+      char* end = internal::write_uint_jeaiii(
-      while (pv >= 100) {
+          buffer.get() + position, static_cast<uint64_t>(pv));
-        memcpy(write_pointer - 1, &internal::decimal_table[(pv % 100) * 2], 2);
+      position = end - buffer.get();
-        write_pointer -= 2;
-        pv /= 100;
-      }
-      if (pv >= 10) {
-        *write_pointer-- = char('0' + (pv % 10));
-        pv /= 10;
-      }
-      *write_pointer = char('0' + pv);
-      position += dc;
     }
   }
   else SIMDJSON_IF_CONSTEXPR(std::is_floating_point<number_type>::value) {
     constexpr size_t max_number_size = 24;
     if (capacity_check(max_number_size)) {
+#if SIMDJSON_ENABLE_NAN_INF
+      // Check if the input might be NaN or infinity
+      if (simdjson_unlikely(!std::isfinite(v))) {
+        if (std::isnan(v)) {
+          constexpr char nan_literal[] = "NaN";
+          constexpr size_t nan_len = sizeof(nan_literal) - 1;
+
+          std::memcpy(buffer.get() + position, nan_literal, nan_len);
+          position += nan_len;
+        } else {
+          constexpr char inf_literal[] = "Infinity";
+          constexpr size_t inf_len = sizeof(inf_literal) - 1;
+          if (v < 0) {
+            buffer.get()[position] = '-';
+            ++position;
+          }
+          std::memcpy(buffer.get() + position, inf_literal, inf_len);
+          position += inf_len;
+        }
+        return;
+      }
+#endif
+
       // We could specialize for float.
       char *end = simdjson::internal::to_chars(buffer.get() + position, nullptr,
                                                double(v));
@@ -443,6 +745,11 @@ simdjson_inline void string_builder::append(number_type v) noexcept {
 simdjson_inline void
 string_builder::escape_and_append(std::string_view input) noexcept {
   // escaping might turn a control character into \x00xx so 6 characters.
+  // Guard against size_t overflow in the multiplication below.
+  if (input.size() > (std::numeric_limits<size_t>::max)() / 6) {
+    set_valid(false);
+    return;
+  }
   if (capacity_check(6 * input.size())) {
     position += write_string_escaped(input, buffer.get() + position);
   }
@@ -451,6 +758,11 @@ string_builder::escape_and_append(std::string_view input) noexcept {
 simdjson_inline void
 string_builder::escape_and_append_with_quotes(std::string_view input) noexcept {
   // escaping might turn a control character into \x00xx so 6 characters.
+  // Guard against size_t overflow in the arithmetic below.
+  if (input.size() > ((std::numeric_limits<size_t>::max)() - 2) / 6) {
+    set_valid(false);
+    return;
+  }
   if (capacity_check(2 + 6 * input.size())) {
     buffer.get()[position++] = '"';
     position += write_string_escaped(input, buffer.get() + position);
@@ -482,7 +794,9 @@ simdjson_inline void string_builder::escape_and_append_with_quotes() noexcept {
 #endif
 
 simdjson_inline void string_builder::append_raw(const char *c) noexcept {
-  size_t len = std::strlen(c);
+  // char_traits::length is constexpr; lets the compiler fold the length
+  // when called with a pointer to a compile-time-constant string.
+  size_t len = std::char_traits<char>::length(c);
   append_raw(c, len);
 }
 
@@ -501,6 +815,14 @@ simdjson_inline void string_builder::append_raw(const char *str,
     position += len;
   }
 }
+
+template <size_t N>
+simdjson_inline void string_builder::append_raw_n(const char *str) noexcept {
+  if (capacity_check(N)) {
+    std::memcpy(buffer.get() + position, str, N);
+    position += N;
+  }
+}
 #if SIMDJSON_SUPPORTS_CONCEPTS
 // Support for optional types (std::optional, etc.)
 template <concepts::optional_type T>
@@ -530,7 +852,7 @@ simdjson_inline void string_builder::append(const T &value) {
 #if SIMDJSON_SUPPORTS_RANGES && SIMDJSON_SUPPORTS_CONCEPTS
 // Support for range-based appending (std::ranges::view, etc.)
 template <std::ranges::range R>
-  requires(!std::is_convertible<R, std::string_view>::value && !require_custom_serialization<R>)
+  requires(!std::is_convertible<R, std::string_view>::value && !concepts::optional_type<R> && !require_custom_serialization<R>)
 simdjson_inline void string_builder::append(const R &range) noexcept {
   auto it = std::ranges::begin(range);
   auto end = std::ranges::end(range);

include/simdjson/generic/builder/json_string_builder.h

@@ -171,7 +171,7 @@ public:
 #if SIMDJSON_SUPPORTS_RANGES && SIMDJSON_SUPPORTS_CONCEPTS
   // Support for range-based appending (std::ranges::view, etc.)
   template <std::ranges::range R>
-requires (!std::is_convertible<R, std::string_view>::value && !require_custom_serialization<R>)
+requires (!std::is_convertible<R, std::string_view>::value && !concepts::optional_type<R> && !require_custom_serialization<R>)
   simdjson_inline void append(const R &range) noexcept;
 #endif
   /**
@@ -185,6 +185,15 @@ requires (!std::is_convertible<R, std::string_view>::value && !require_custom_se
    * There is no UTF-8 validation.
    */
   simdjson_inline void append_raw(const char *str, size_t len) noexcept;
+
+  /**
+   * Append exactly N characters from str. The length is a template parameter
+   * so the compiler can fully inline the memcpy with a compile-time-constant
+   * size, avoiding the libc call. Used for compile-time-constant keys in the
+   * reflection struct atom.
+   */
+  template <size_t N>
+  simdjson_inline void append_raw_n(const char *str) noexcept;
 #if SIMDJSON_EXCEPTIONS
   /**
    * Creates an std::string from the written JSON buffer.
@@ -236,6 +245,26 @@ requires (!std::is_convertible<R, std::string_view>::value && !require_custom_se
    */
   simdjson_inline size_t size() const noexcept;
 
+  // ============================================================
+  // Internal hooks for the position-as-local writer in json_builder.h.
+  // These exist so the reflection atom code can hold buffer pointer,
+  // position and capacity in registers across long write chains rather
+  // than reloading them after every char* write (strict aliasing
+  // forces those reloads when accessed via members of *this). User
+  // code should NOT call these directly.
+  // ============================================================
+  simdjson_inline char *unsafe_data() noexcept { return buffer.get(); }
+  simdjson_inline size_t unsafe_position() const noexcept { return position; }
+  simdjson_inline size_t unsafe_capacity() const noexcept { return capacity; }
+  simdjson_inline void unsafe_set_position(size_t p) noexcept { position = p; }
+  /// Make capacity available for at least `n` more bytes after the current
+  /// position. Returns false if the allocation failed.
+  simdjson_inline bool unsafe_grow(size_t needed_total_capacity) noexcept {
+    grow_buffer(needed_total_capacity);
+    return is_valid;
+  }
+  simdjson_inline bool unsafe_is_valid() const noexcept { return is_valid; }
+
 private:
   /**
    * Returns true if we can write at least upcoming_bytes bytes.
@@ -249,7 +278,7 @@ private:
    * If the allocation fails, is_valid is set to false. We expect
    * that this function would not be repeatedly called.
    */
-  simdjson_inline void grow_buffer(size_t desired_capacity);
+  inline void grow_buffer(size_t desired_capacity);
 
   /**
    * We use this helper function to make sure that is_valid is kept consistent.
@@ -280,7 +309,7 @@ simdjson_warn_unused simdjson_result<std::string> to_json(const Z &z, size_t ini
   return std::string(s);
 }
 template <class Z>
-simdjson_warn_unused simdjson_error to_json(const Z &z, std::string &s, size_t initial_capacity = simdjson::SIMDJSON_IMPLEMENTATION::builder::string_builder::DEFAULT_INITIAL_CAPACITY) {
+simdjson_warn_unused error_code to_json(const Z &z, std::string &s, size_t initial_capacity = simdjson::SIMDJSON_IMPLEMENTATION::builder::string_builder::DEFAULT_INITIAL_CAPACITY) {
   simdjson::SIMDJSON_IMPLEMENTATION::builder::string_builder b(initial_capacity);
   b.append(z);
   std::string_view sv;

include/simdjson/generic/dom_parser_implementation.h

@@ -63,7 +63,11 @@ inline dom_parser_implementation &dom_parser_implementation::operator=(dom_parse
 inline simdjson_warn_unused error_code dom_parser_implementation::set_capacity(size_t capacity) noexcept {
   if(capacity > SIMDJSON_MAXSIZE_BYTES) { return CAPACITY; }
   // Stage 1 index output
-  size_t max_structures = SIMDJSON_ROUNDUP_N(capacity, 64) + 2 + 7;
+  size_t rounded_capacity = SIMDJSON_ROUNDUP_N(capacity, 64);
+  if(rounded_capacity + 9 < rounded_capacity) {
+    return CAPACITY; // overflow, only happen on legacy 32-bit systems with very large capacity
+  }
+  size_t max_structures = rounded_capacity + 9;
   structural_indexes.reset( new (std::nothrow) uint32_t[max_structures] );
   if (!structural_indexes) { _capacity = 0; return MEMALLOC; }
   structural_indexes[0] = 0;
@@ -74,6 +78,7 @@ inline simdjson_warn_unused error_code dom_parser_implementation::set_capacity(s
 }
 
 inline simdjson_warn_unused error_code dom_parser_implementation::set_max_depth(size_t max_depth) noexcept {
+  if(max_depth > SIMDJSON_MAX_DEPTH) { return CAPACITY; }
   // Stage 2 stacks
   open_containers.reset(new (std::nothrow) open_container[max_depth]);
   is_array.reset(new (std::nothrow) bool[max_depth]);

include/simdjson/generic/numberparsing.h

@@ -4,6 +4,7 @@
 #define SIMDJSON_GENERIC_NUMBERPARSING_H
 #include "simdjson/generic/base.h"
 #include "simdjson/generic/jsoncharutils.h"
+#include "simdjson/generic/atomparsing.h"
 #include "simdjson/internal/numberparsing_tables.h"
 #endif // SIMDJSON_CONDITIONAL_INCLUDE
 
@@ -299,6 +300,24 @@ simdjson_inline bool compute_float_64(int64_t power, uint64_t i, bool negative,
   return true;
 }
 
+#if SIMDJSON_ENABLE_NAN_INF
+// Parses a nan or infinity. Returns true on success, false on failure.
+simdjson_unused simdjson_inline bool compute_nan_inf(const uint8_t* src, bool negative, double& d) noexcept {
+  if (atomparsing::is_valid_inf_atom(src)) {
+    double inf = std::numeric_limits<double>::infinity();
+    d = negative ? -inf : inf;
+    return true;
+  }
+
+  if (atomparsing::is_valid_nan_atom(src)) {
+    d = std::numeric_limits<double>::quiet_NaN();
+    return true;
+  }
+
+  return false;
+}
+#endif
+
 // We call a fallback floating-point parser that might be slow. Note
 // it will accept JSON numbers, but the JSON spec. is more restrictive so
 // before you call parse_float_fallback, you need to have validated the input
@@ -478,7 +497,7 @@ simdjson_inline size_t significant_digits(const uint8_t * start_digits, size_t d
 } // unnamed namespace
 
 /** @private */
-static error_code slow_float_parsing(simdjson_unused const uint8_t * src, double* answer) {
+inline error_code slow_float_parsing(simdjson_unused const uint8_t * src, double* answer) {
   if (parse_float_fallback(src, answer)) {
     return SUCCESS;
   }
@@ -600,7 +619,21 @@ simdjson_warn_unused simdjson_inline error_code parse_number(const uint8_t *cons
   // If there were no digits, or if the integer starts with 0 and has more than one digit, it's an error.
   // Optimization note: size_t is expected to be unsigned.
   size_t digit_count = size_t(p - start_digits);
-  if (digit_count == 0 || ('0' == *start_digits && digit_count > 1)) { return INVALID_NUMBER(src); }
+  if (digit_count == 0 || ('0' == *start_digits && digit_count > 1)) {
+
+#if SIMDJSON_ENABLE_NAN_INF
+    // By this point, we know that our input does not begin with a digit. We will attempt
+    // to handle NaN/Infinity.
+
+    double d;
+    if (compute_nan_inf(p, negative, d)) {
+      writer.append_double(d);
+      return SUCCESS;
+    }
+#endif
+
+    return INVALID_NUMBER(src);
+  }
 
   //
   // Handle floats if there is a . or e (or both)
@@ -1031,7 +1064,17 @@ simdjson_unused simdjson_inline simdjson_result<double> parse_double(const uint8
   bool leading_zero = (i == 0);
   while (parse_digit(*p, i)) { p++; }
   // no integer digits, or 0123 (zero must be solo)
-  if ( p == src ) { return INCORRECT_TYPE; }
+  if ( p == src ) {
+
+#if SIMDJSON_ENABLE_NAN_INF
+    // If there are no loading digits, the number may be nan or infinity.
+    // Attempt to compute those, and return on success.
+    double d;
+    if (compute_nan_inf(p, negative, d)) { return d; }
+#endif
+
+    return INCORRECT_TYPE;
+  }
   if ( (leading_zero && p != src+1)) { return NUMBER_ERROR; }
 
   //
@@ -1249,7 +1292,22 @@ simdjson_unused simdjson_inline simdjson_result<double> parse_double_in_string(c
   bool leading_zero = (i == 0);
   while (parse_digit(*p, i)) { p++; }
   // no integer digits, or 0123 (zero must be solo)
-  if ( p == src ) { return INCORRECT_TYPE; }
+  if ( p == src ) {
+#if SIMDJSON_ENABLE_NAN_INF
+    // If there are no leading digits, attempt to parse numbers that are either
+    // NaN or Infinity
+    if (atomparsing::is_valid_inf_in_string(src)) {
+      double inf = std::numeric_limits<double>::infinity();
+      return negative ? -inf : inf;
+    }
+
+    if (atomparsing::is_valid_nan_in_string(src)) {
+      return std::numeric_limits<double>::quiet_NaN();
+    }
+#endif
+
+    return INCORRECT_TYPE;
+  }
   if ( (leading_zero && p != src+1)) { return NUMBER_ERROR; }
 
   //

include/simdjson/generic/ondemand/amalgamated.h

@@ -22,6 +22,7 @@
 #include "simdjson/generic/ondemand/field.h"
 #include "simdjson/generic/ondemand/object.h"
 #include "simdjson/generic/ondemand/object_iterator.h"
+#include "simdjson/generic/ondemand/ranges.h"
 #include "simdjson/generic/ondemand/serialization.h"
 
 // Deserialization for standard types
@@ -39,6 +40,7 @@
 #include "simdjson/generic/ondemand/logger-inl.h"
 #include "simdjson/generic/ondemand/object-inl.h"
 #include "simdjson/generic/ondemand/object_iterator-inl.h"
+#include "simdjson/generic/ondemand/ranges-inl.h"
 #include "simdjson/generic/ondemand/parser-inl.h"
 #include "simdjson/generic/ondemand/raw_json_string-inl.h"
 #include "simdjson/generic/ondemand/token_iterator-inl.h"

include/simdjson/generic/ondemand/array-inl.h

@@ -135,21 +135,9 @@ inline simdjson_result<value> array::at_pointer(std::string_view json_pointer) n
   // We don't support this, because we're returning a real element, not a position.
   if (json_pointer == "-") { return INDEX_OUT_OF_BOUNDS; }
 
-  // Read the array index
   size_t array_index = 0;
   size_t i;
-  for (i = 0; i < json_pointer.length() && json_pointer[i] != '/'; i++) {
+  SIMDJSON_TRY(internal::parse_json_pointer_array_index(json_pointer, array_index, i));
-    uint8_t digit = uint8_t(json_pointer[i] - '0');
-    // Check for non-digit in array index. If it's there, we're trying to get a field in an object
-    if (digit > 9) { return INCORRECT_TYPE; }
-    array_index = array_index*10 + digit;
-  }
-
-  // 0 followed by other digits is invalid
-  if (i > 1 && json_pointer[0] == '0') { return INVALID_JSON_POINTER; } // "JSON pointer array index has other characters after 0"
-
-  // Empty string is invalid; so is a "/" with no digits before it
-  if (i == 0) { return INVALID_JSON_POINTER; } // "Empty string in JSON pointer array index"
   // Get the child
   auto child = at(array_index);
   // If there is an error, it ends here
@@ -170,41 +158,29 @@ inline simdjson_result<value> array::at_path(std::string_view json_path) noexcep
   return at_pointer(json_pointer);
 }
 
-inline simdjson_result<std::vector<value>> array::at_path_with_wildcard(std::string_view json_path) noexcept {
+#if SIMDJSON_SUPPORTS_CONCEPTS
-  std::vector<value> result;
+template <typename Func>
-
+  requires std::invocable<Func, value>
+#else
+template <typename Func>
+#endif
+inline error_code array::for_each_at_path_with_wildcard(std::string_view json_path, Func&& callback) noexcept {
   auto result_pair = get_next_key_and_json_path(json_path);
   std::string_view key = result_pair.first;
   std::string_view remaining_path = result_pair.second;
   // Wildcard case
   if (key=="*"){
     for(auto element: *this) {
-
+      value val;
-      if(element.error()){
+        SIMDJSON_TRY(element.get(val));
-        return element.error();
-      }
-
       if (remaining_path.empty()) {
-        // Use value_unsafe() because we've already checked for errors above.
+        callback(val);
-        // The 'element' is a simdjson_result<value> wrapper, and we need to extract
-        // the underlying value. value_unsafe() is safe here because error() returned false.
-        result.push_back(std::move(element).value_unsafe());
-
       } else {
-        auto nested_result = element.at_path_with_wildcard(remaining_path);
+        error_code err = element.for_each_at_path_with_wildcard(remaining_path, callback);
-
+        if(err) { return err; }
-        if(nested_result.error()){
-          return nested_result.error();
-        }
-        // Same logic as above.
-        std::vector<value> nested_matches = std::move(nested_result).value_unsafe();
-
-        result.insert(result.end(),
-                      std::make_move_iterator(nested_matches.begin()),
-                      std::make_move_iterator(nested_matches.end()));
       }
     }
-    return result;
+    return SUCCESS;
   } else {
     // Specific index case in which we access the element at the given index
     size_t idx = 0;
@@ -217,16 +193,13 @@ inline simdjson_result<std::vector<value>> array::at_path_with_wildcard(std::str
     }
 
     auto element = at(idx);
-
+    value val;
-    if(element.error()){
+    SIMDJSON_TRY(element.get(val));
-      return element.error();
-    }
-
     if (remaining_path.empty()){
-      result.push_back(std::move(element).value_unsafe());
+      callback(val);
-      return result;
+      return SUCCESS;
     } else {
-      return element.at_path_with_wildcard(remaining_path);
+      return element.for_each_at_path_with_wildcard(remaining_path, callback);
     }
   }
 }
@@ -289,9 +262,15 @@ simdjson_inline  simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::value> simdj
   if (error()) { return error(); }
   return first.at_path(json_path);
 }
-simdjson_inline simdjson_result<std::vector<SIMDJSON_IMPLEMENTATION::ondemand::value>> simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::array>::at_path_with_wildcard(std::string_view json_path) noexcept {
+#if SIMDJSON_SUPPORTS_CONCEPTS
+template <typename Func>
+  requires std::invocable<Func, SIMDJSON_IMPLEMENTATION::ondemand::value>
+#else
+template <typename Func>
+#endif
+simdjson_inline error_code simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::array>::for_each_at_path_with_wildcard(std::string_view json_path, Func&& callback) noexcept {
   if (error()) { return error(); }
-  return first.at_path_with_wildcard(json_path);
+  return first.for_each_at_path_with_wildcard(json_path, std::forward<Func>(callback));
 }
 simdjson_inline  simdjson_result<std::string_view> simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::array>::raw_json() noexcept {
   if (error()) { return error(); }

include/simdjson/generic/ondemand/array.h

@@ -119,13 +119,21 @@ public:
   inline simdjson_result<value> at_path(std::string_view json_path) noexcept;
 
   /**
-   * Get all values matching the given JSONPath expression with wildcard support.
+   * Call the provided callback for each value matching the given JSONPath
+   * expression with wildcard support.
    * Supports wildcard patterns like "[*]" to match all array elements.
    *
    * @param json_path JSONPath expression with wildcards
-   * @return Vector of values matching the wildcard pattern
+   * @param callback Function called for each matching value
+   * @return error_code indicating success or failure
   */
-  inline simdjson_result<std::vector<value>> at_path_with_wildcard(std::string_view json_path) noexcept;
+#if SIMDJSON_SUPPORTS_CONCEPTS
+  template <typename Func>
+    requires std::invocable<Func, value>
+#else
+  template <typename Func>
+#endif
+  inline error_code for_each_at_path_with_wildcard(std::string_view json_path, Func&& callback) noexcept;
 
   /**
    * Consumes the array and returns a string_view instance corresponding to the
@@ -249,7 +257,13 @@ public:
   simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::value> at(size_t index) noexcept;
   simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::value> at_pointer(std::string_view json_pointer) noexcept;
   simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::value> at_path(std::string_view json_path) noexcept;
-  simdjson_inline simdjson_result<std::vector<SIMDJSON_IMPLEMENTATION::ondemand::value>> at_path_with_wildcard(std::string_view json_path) noexcept;
+#if SIMDJSON_SUPPORTS_CONCEPTS
+  template <typename Func>
+    requires std::invocable<Func, SIMDJSON_IMPLEMENTATION::ondemand::value>
+#else
+  template <typename Func>
+#endif
+  simdjson_inline error_code for_each_at_path_with_wildcard(std::string_view json_path, Func&& callback) noexcept;
   simdjson_inline simdjson_result<std::string_view> raw_json() noexcept;
 #if SIMDJSON_SUPPORTS_CONCEPTS
   // TODO: move this code into object-inl.h

include/simdjson/generic/ondemand/base.h

@@ -40,6 +40,13 @@ class token_iterator;
 class value;
 class value_iterator;
 
+#if SIMDJSON_SUPPORTS_RANGES
+class array_range;
+class array_range_iterator;
+class object_range;
+class object_range_iterator;
+#endif // SIMDJSON_SUPPORTS_RANGES
+
 } // namespace ondemand
 } // namespace SIMDJSON_IMPLEMENTATION
 } // namespace simdjson

include/simdjson/generic/ondemand/document-inl.h

@@ -16,6 +16,8 @@
 #include "simdjson/generic/ondemand/deserialize.h"
 #endif // SIMDJSON_CONDITIONAL_INCLUDE
 
+#include <limits>
+
 namespace simdjson {
 namespace SIMDJSON_IMPLEMENTATION {
 namespace ondemand {
@@ -131,6 +133,18 @@ simdjson_inline simdjson_result<int64_t> document::get_int64() noexcept {
 simdjson_inline simdjson_result<int64_t> document::get_int64_in_string() noexcept {
   return get_root_value_iterator().get_root_int64_in_string(true);
 }
+simdjson_inline simdjson_result<uint32_t> document::get_uint32() noexcept {
+  uint64_t result;
+  SIMDJSON_TRY(get_uint64().get(result));
+  if (result > (std::numeric_limits<uint32_t>::max)()) { return NUMBER_OUT_OF_RANGE; }
+  return static_cast<uint32_t>(result);
+}
+simdjson_inline simdjson_result<int32_t> document::get_int32() noexcept {
+  int64_t result;
+  SIMDJSON_TRY(get_int64().get(result));
+  if (result > (std::numeric_limits<int32_t>::max)() || result < (std::numeric_limits<int32_t>::min)()) { return NUMBER_OUT_OF_RANGE; }
+  return static_cast<int32_t>(result);
+}
 simdjson_inline simdjson_result<double> document::get_double() noexcept {
   return get_root_value_iterator().get_root_double(true);
 }
@@ -164,6 +178,8 @@ template<> simdjson_inline simdjson_result<std::string_view> document::get() & n
 template<> simdjson_inline simdjson_result<double> document::get() & noexcept { return get_double(); }
 template<> simdjson_inline simdjson_result<uint64_t> document::get() & noexcept { return get_uint64(); }
 template<> simdjson_inline simdjson_result<int64_t> document::get() & noexcept { return get_int64(); }
+template<> simdjson_inline simdjson_result<uint32_t> document::get() & noexcept { return get_uint32(); }
+template<> simdjson_inline simdjson_result<int32_t> document::get() & noexcept { return get_int32(); }
 template<> simdjson_inline simdjson_result<bool> document::get() & noexcept { return get_bool(); }
 template<> simdjson_inline simdjson_result<value> document::get() & noexcept { return get_value(); }
 
@@ -174,6 +190,8 @@ template<> simdjson_warn_unused simdjson_inline error_code document::get(std::st
 template<> simdjson_warn_unused simdjson_inline error_code document::get(double& out) & noexcept { return get_double().get(out); }
 template<> simdjson_warn_unused simdjson_inline error_code document::get(uint64_t& out) & noexcept { return get_uint64().get(out); }
 template<> simdjson_warn_unused simdjson_inline error_code document::get(int64_t& out) & noexcept { return get_int64().get(out); }
+template<> simdjson_warn_unused simdjson_inline error_code document::get(uint32_t& out) & noexcept { return get_uint32().get(out); }
+template<> simdjson_warn_unused simdjson_inline error_code document::get(int32_t& out) & noexcept { return get_int32().get(out); }
 template<> simdjson_warn_unused simdjson_inline error_code document::get(bool& out) & noexcept { return get_bool().get(out); }
 template<> simdjson_warn_unused simdjson_inline error_code document::get(value& out) & noexcept { return get_value().get(out); }
 
@@ -347,8 +365,14 @@ simdjson_inline simdjson_result<value> document::at_path(std::string_view json_p
   }
 }
 
-simdjson_inline simdjson_result<std::vector<value>> document::at_path_with_wildcard(std::string_view json_path) noexcept {
+#if SIMDJSON_SUPPORTS_CONCEPTS
-  rewind(); // Rewind the document each time at_path_with_wildcard is called
+template <typename Func>
+  requires std::invocable<Func, value>
+#else
+template <typename Func>
+#endif
+simdjson_inline error_code document::for_each_at_path_with_wildcard(std::string_view json_path, Func&& callback) noexcept {
+  rewind(); // Rewind the document each time for_each_at_path_with_wildcard is called
   if (json_path.empty()) {
       return INVALID_JSON_POINTER;
   }
@@ -356,9 +380,9 @@ simdjson_inline simdjson_result<std::vector<value>> document::at_path_with_wildc
   SIMDJSON_TRY(type().get(t));
   switch (t) {
   case json_type::array:
-      return (*this).get_array().at_path_with_wildcard(json_path);
+      return (*this).get_array().for_each_at_path_with_wildcard(json_path, std::forward<Func>(callback));
   case json_type::object:
-      return (*this).get_object().at_path_with_wildcard(json_path);
+      return (*this).get_object().for_each_at_path_with_wildcard(json_path, std::forward<Func>(callback));
   default:
       return INVALID_JSON_POINTER;
   }
@@ -504,6 +528,14 @@ simdjson_inline simdjson_result<int64_t> simdjson_result<SIMDJSON_IMPLEMENTATION
   if (error()) { return error(); }
   return first.get_int64_in_string();
 }
+simdjson_inline simdjson_result<uint32_t> simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document>::get_uint32() noexcept {
+  if (error()) { return error(); }
+  return first.get_uint32();
+}
+simdjson_inline simdjson_result<int32_t> simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document>::get_int32() noexcept {
+  if (error()) { return error(); }
+  return first.get_int32();
+}
 simdjson_inline simdjson_result<double> simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document>::get_double() noexcept {
   if (error()) { return error(); }
   return first.get_double();
@@ -627,27 +659,27 @@ simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document>::op
 }
 simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document>::operator uint64_t() noexcept(false) {
   if (error()) { throw simdjson_error(error()); }
-  return first;
+  return first.get_uint64();
 }
 simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document>::operator int64_t() noexcept(false) {
   if (error()) { throw simdjson_error(error()); }
-  return first;
+  return first.get_int64();
 }
 simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document>::operator double() noexcept(false) {
   if (error()) { throw simdjson_error(error()); }
-  return first;
+  return first.get_double();
 }
 simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document>::operator std::string_view() noexcept(false) {
   if (error()) { throw simdjson_error(error()); }
-  return first;
+  return first.get_string();
 }
 simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document>::operator SIMDJSON_IMPLEMENTATION::ondemand::raw_json_string() noexcept(false) {
   if (error()) { throw simdjson_error(error()); }
-  return first;
+  return first.get_raw_json_string();
 }
 simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document>::operator bool() noexcept(false) {
   if (error()) { throw simdjson_error(error()); }
-  return first;
+  return first.get_bool();
 }
 simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document>::operator SIMDJSON_IMPLEMENTATION::ondemand::value() noexcept(false) {
   if (error()) { throw simdjson_error(error()); }
@@ -687,9 +719,15 @@ simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::value> simdjs
   return first.at_path(json_path);
 }
 
-simdjson_inline simdjson_result<std::vector<SIMDJSON_IMPLEMENTATION::ondemand::value>> simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document>::at_path_with_wildcard(std::string_view json_path) noexcept {
+#if SIMDJSON_SUPPORTS_CONCEPTS
+template <typename Func>
+  requires std::invocable<Func, SIMDJSON_IMPLEMENTATION::ondemand::value>
+#else
+template <typename Func>
+#endif
+simdjson_inline error_code simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document>::for_each_at_path_with_wildcard(std::string_view json_path, Func&& callback) noexcept {
   if (error()) { return error(); }
-  return first.at_path_with_wildcard(json_path);
+  return first.for_each_at_path_with_wildcard(json_path, std::forward<Func>(callback));
 }
 
 #if SIMDJSON_STATIC_REFLECTION
@@ -731,6 +769,18 @@ simdjson_inline simdjson_result<uint64_t> document_reference::get_uint64() noexc
 simdjson_inline simdjson_result<uint64_t> document_reference::get_uint64_in_string() noexcept { return doc->get_root_value_iterator().get_root_uint64_in_string(false); }
 simdjson_inline simdjson_result<int64_t> document_reference::get_int64() noexcept { return doc->get_root_value_iterator().get_root_int64(false); }
 simdjson_inline simdjson_result<int64_t> document_reference::get_int64_in_string() noexcept { return doc->get_root_value_iterator().get_root_int64_in_string(false); }
+simdjson_inline simdjson_result<uint32_t> document_reference::get_uint32() noexcept {
+  uint64_t result;
+  SIMDJSON_TRY(doc->get_root_value_iterator().get_root_uint64(false).get(result));
+  if (result > (std::numeric_limits<uint32_t>::max)()) { return NUMBER_OUT_OF_RANGE; }
+  return static_cast<uint32_t>(result);
+}
+simdjson_inline simdjson_result<int32_t> document_reference::get_int32() noexcept {
+  int64_t result;
+  SIMDJSON_TRY(doc->get_root_value_iterator().get_root_int64(false).get(result));
+  if (result > (std::numeric_limits<int32_t>::max)() || result < (std::numeric_limits<int32_t>::min)()) { return NUMBER_OUT_OF_RANGE; }
+  return static_cast<int32_t>(result);
+}
 simdjson_inline simdjson_result<double> document_reference::get_double() noexcept { return doc->get_root_value_iterator().get_root_double(false); }
 simdjson_inline simdjson_result<double> document_reference::get_double_in_string() noexcept { return doc->get_root_value_iterator().get_root_double(false); }
 simdjson_inline simdjson_result<std::string_view> document_reference::get_string(bool allow_replacement) noexcept { return doc->get_root_value_iterator().get_root_string(false, allow_replacement); }
@@ -748,6 +798,8 @@ template<> simdjson_inline simdjson_result<std::string_view> document_reference:
 template<> simdjson_inline simdjson_result<double> document_reference::get() & noexcept { return get_double(); }
 template<> simdjson_inline simdjson_result<uint64_t> document_reference::get() & noexcept { return get_uint64(); }
 template<> simdjson_inline simdjson_result<int64_t> document_reference::get() & noexcept { return get_int64(); }
+template<> simdjson_inline simdjson_result<uint32_t> document_reference::get() & noexcept { return get_uint32(); }
+template<> simdjson_inline simdjson_result<int32_t> document_reference::get() & noexcept { return get_int32(); }
 template<> simdjson_inline simdjson_result<bool> document_reference::get() & noexcept { return get_bool(); }
 template<> simdjson_inline simdjson_result<value> document_reference::get() & noexcept { return get_value(); }
 #if SIMDJSON_EXCEPTIONS
@@ -786,7 +838,13 @@ simdjson_inline simdjson_result<number> document_reference::get_number() noexcep
 simdjson_inline simdjson_result<std::string_view> document_reference::raw_json_token() noexcept { return doc->raw_json_token(); }
 simdjson_inline simdjson_result<value> document_reference::at_pointer(std::string_view json_pointer) noexcept { return doc->at_pointer(json_pointer); }
 simdjson_inline simdjson_result<value> document_reference::at_path(std::string_view json_path) noexcept { return doc->at_path(json_path); }
-simdjson_inline simdjson_result<std::vector<value>> document_reference::at_path_with_wildcard(std::string_view json_path) noexcept { return doc->at_path_with_wildcard(json_path); }
+#if SIMDJSON_SUPPORTS_CONCEPTS
+template <typename Func>
+  requires std::invocable<Func, value>
+#else
+template <typename Func>
+#endif
+simdjson_inline error_code document_reference::for_each_at_path_with_wildcard(std::string_view json_path, Func&& callback) noexcept { return doc->for_each_at_path_with_wildcard(json_path, std::forward<Func>(callback)); }
 simdjson_inline simdjson_result<std::string_view> document_reference::raw_json() noexcept { return doc->raw_json();}
 simdjson_inline document_reference::operator document&() const noexcept { return *doc; }
 #if SIMDJSON_SUPPORTS_CONCEPTS && SIMDJSON_STATIC_REFLECTION
@@ -879,6 +937,14 @@ simdjson_inline simdjson_result<int64_t> simdjson_result<SIMDJSON_IMPLEMENTATION
   if (error()) { return error(); }
   return first.get_int64_in_string();
 }
+simdjson_inline simdjson_result<uint32_t> simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document_reference>::get_uint32() noexcept {
+  if (error()) { return error(); }
+  return first.get_uint32();
+}
+simdjson_inline simdjson_result<int32_t> simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document_reference>::get_int32() noexcept {
+  if (error()) { return error(); }
+  return first.get_int32();
+}
 simdjson_inline simdjson_result<double> simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document_reference>::get_double() noexcept {
   if (error()) { return error(); }
   return first.get_double();
@@ -994,27 +1060,27 @@ simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document_refe
 }
 simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document_reference>::operator uint64_t() noexcept(false) {
   if (error()) { throw simdjson_error(error()); }
-  return first;
+  return first.get_uint64();
 }
 simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document_reference>::operator int64_t() noexcept(false) {
   if (error()) { throw simdjson_error(error()); }
-  return first;
+  return first.get_int64();
 }
 simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document_reference>::operator double() noexcept(false) {
   if (error()) { throw simdjson_error(error()); }
-  return first;
+  return first.get_double();
 }
 simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document_reference>::operator std::string_view() noexcept(false) {
   if (error()) { throw simdjson_error(error()); }
-  return first;
+  return first.get_string();
 }
 simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document_reference>::operator SIMDJSON_IMPLEMENTATION::ondemand::raw_json_string() noexcept(false) {
   if (error()) { throw simdjson_error(error()); }
-  return first;
+  return first.get_raw_json_string();
 }
 simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document_reference>::operator bool() noexcept(false) {
   if (error()) { throw simdjson_error(error()); }
-  return first;
+  return first.get_bool();
 }
 simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document_reference>::operator SIMDJSON_IMPLEMENTATION::ondemand::value() noexcept(false) {
   if (error()) { throw simdjson_error(error()); }
@@ -1043,11 +1109,17 @@ simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::value> simdjs
   }
   return first.at_path(json_path);
 }
-simdjson_inline simdjson_result<std::vector<SIMDJSON_IMPLEMENTATION::ondemand::value>> simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document_reference>::at_path_with_wildcard(std::string_view json_path) noexcept {
+#if SIMDJSON_SUPPORTS_CONCEPTS
+template <typename Func>
+  requires std::invocable<Func, SIMDJSON_IMPLEMENTATION::ondemand::value>
+#else
+template <typename Func>
+#endif
+simdjson_inline error_code simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::document_reference>::for_each_at_path_with_wildcard(std::string_view json_path, Func&& callback) noexcept {
   if (error()) {
       return error();
   }
-  return first.at_path_with_wildcard(json_path);
+  return first.for_each_at_path_with_wildcard(json_path, std::forward<Func>(callback));
 }
 #if SIMDJSON_STATIC_REFLECTION
 template<constevalutil::fixed_string... FieldNames, typename T>

include/simdjson/generic/ondemand/document.h

@@ -76,6 +76,26 @@ public:
    * @returns INCORRECT_TYPE If the JSON value is not a 64-bit integer.
    */
   simdjson_inline simdjson_result<int64_t> get_int64_in_string() noexcept;
+  /**
+   * Cast this JSON value to a 32-bit unsigned integer.
+   *
+   * Calls get_uint64() and checks that the result fits in a uint32_t.
+   *
+   * @returns A 32-bit unsigned integer.
+   * @returns INCORRECT_TYPE If the JSON value is not an unsigned integer.
+   * @returns NUMBER_OUT_OF_RANGE If the value does not fit in a uint32_t.
+   */
+  simdjson_inline simdjson_result<uint32_t> get_uint32() noexcept;
+  /**
+   * Cast this JSON value to a 32-bit signed integer.
+   *
+   * Calls get_int64() and checks that the result fits in an int32_t.
+   *
+   * @returns A 32-bit signed integer.
+   * @returns INCORRECT_TYPE If the JSON value is not an integer.
+   * @returns NUMBER_OUT_OF_RANGE If the value does not fit in an int32_t.
+   */
+  simdjson_inline simdjson_result<int32_t> get_int32() noexcept;
   /**
    * Cast this JSON value to a double.
    *
@@ -299,21 +319,21 @@ public:
    * @returns A signed 64-bit integer.
    * @exception simdjson_error(INCORRECT_TYPE) If the JSON value is not a 64-bit unsigned integer.
    */
-  simdjson_inline operator uint64_t() noexcept(false);
+  explicit simdjson_inline operator uint64_t() noexcept(false);
   /**
    * Cast this JSON value to a signed integer.
    *
    * @returns A signed 64-bit integer.
    * @exception simdjson_error(INCORRECT_TYPE) If the JSON value is not a 64-bit integer.
    */
-  simdjson_inline operator int64_t() noexcept(false);
+  explicit simdjson_inline operator int64_t() noexcept(false);
   /**
    * Cast this JSON value to a double.
    *
    * @returns A double.
    * @exception simdjson_error(INCORRECT_TYPE) If the JSON value is not a valid floating-point number.
    */
-  simdjson_inline operator double() noexcept(false);
+  explicit simdjson_inline operator double() noexcept(false);
   /**
    * Cast this JSON value to a string.
    *
@@ -323,7 +343,7 @@ public:
    *          time it parses a document or when it is destroyed.
    * @exception simdjson_error(INCORRECT_TYPE) if the JSON value is not a string.
    */
-  simdjson_inline operator std::string_view() noexcept(false) simdjson_lifetime_bound;
+  explicit simdjson_inline operator std::string_view() noexcept(false) simdjson_lifetime_bound;
   /**
    * Cast this JSON value to a raw_json_string.
    *
@@ -332,14 +352,14 @@ public:
    * @returns A pointer to the raw JSON for the given string.
    * @exception simdjson_error(INCORRECT_TYPE) if the JSON value is not a string.
    */
-  simdjson_inline operator raw_json_string() noexcept(false) simdjson_lifetime_bound;
+  explicit simdjson_inline operator raw_json_string() noexcept(false) simdjson_lifetime_bound;
   /**
    * Cast this JSON value to a bool.
    *
    * @returns A bool value.
    * @exception simdjson_error(INCORRECT_TYPE) if the JSON value is not true or false.
    */
-  simdjson_inline operator bool() noexcept(false);
+  explicit simdjson_inline operator bool() noexcept(false);
   /**
    * Cast this JSON value to a value when the document is an object or an array.
    *
@@ -724,21 +744,24 @@ public:
   simdjson_inline simdjson_result<value> at_path(std::string_view json_path) noexcept;
 
   /**
-   * Get all values matching the given JSONPath expression with wildcard support.
+   * Call the provided callback for each value matching the given JSONPath
+   * expression with wildcard support.
    *
    * Supports wildcard patterns like "$.array[*]" or "$.object.*" to match multiple elements.
    *
-   * This method materializes all matching values into a vector.
    * The document will be consumed after this call.
    *
    * @param json_path JSONPath expression with wildcards
-   * @return Vector of values matching the wildcard pattern, or:
+   * @param callback Function called for each matching value
-   *         - INVALID_JSON_POINTER if the JSONPath cannot be parsed
+   * @return error_code indicating success or failure
-   *         - NO_SUCH_FIELD if a field does not exist
-   *         - INDEX_OUT_OF_BOUNDS if an array index is out of bounds
-   *         - INCORRECT_TYPE if path traversal encounters wrong type
    */
-  simdjson_inline simdjson_result<std::vector<value>> at_path_with_wildcard(std::string_view json_path) noexcept;
+#if SIMDJSON_SUPPORTS_CONCEPTS
+  template <typename Func>
+    requires std::invocable<Func, value>
+#else
+  template <typename Func>
+#endif
+  simdjson_inline error_code for_each_at_path_with_wildcard(std::string_view json_path, Func&& callback) noexcept;
 
   /**
    * Consumes the document and returns a string_view instance corresponding to the
@@ -829,6 +852,8 @@ public:
   simdjson_inline simdjson_result<uint64_t> get_uint64_in_string() noexcept;
   simdjson_inline simdjson_result<int64_t> get_int64() noexcept;
   simdjson_inline simdjson_result<int64_t> get_int64_in_string() noexcept;
+  simdjson_inline simdjson_result<uint32_t> get_uint32() noexcept;
+  simdjson_inline simdjson_result<int32_t> get_int32() noexcept;
   simdjson_inline simdjson_result<double> get_double() noexcept;
   simdjson_inline simdjson_result<double> get_double_in_string() noexcept;
   simdjson_inline simdjson_result<std::string_view> get_string(bool allow_replacement = false) noexcept;
@@ -923,12 +948,12 @@ public:
   explicit simdjson_inline operator T() noexcept(false);
   simdjson_inline operator array() & noexcept(false);
   simdjson_inline operator object() & noexcept(false);
-  simdjson_inline operator uint64_t() noexcept(false);
+  explicit simdjson_inline operator uint64_t() noexcept(false);
-  simdjson_inline operator int64_t() noexcept(false);
+  explicit simdjson_inline operator int64_t() noexcept(false);
-  simdjson_inline operator double() noexcept(false);
+  explicit simdjson_inline operator double() noexcept(false);
-  simdjson_inline operator std::string_view() noexcept(false);
+  explicit simdjson_inline operator std::string_view() noexcept(false);
-  simdjson_inline operator raw_json_string() noexcept(false);
+  explicit simdjson_inline operator raw_json_string() noexcept(false);
-  simdjson_inline operator bool() noexcept(false);
+  explicit simdjson_inline operator bool() noexcept(false);
   simdjson_inline operator value() noexcept(false);
 #endif
   simdjson_inline simdjson_result<size_t> count_elements() & noexcept;
@@ -957,7 +982,13 @@ public:
   simdjson_inline simdjson_result<std::string_view> raw_json_token() noexcept;
   simdjson_inline simdjson_result<value> at_pointer(std::string_view json_pointer) noexcept;
   simdjson_inline simdjson_result<value> at_path(std::string_view json_path) noexcept;
-  simdjson_inline simdjson_result<std::vector<value>> at_path_with_wildcard(std::string_view json_path) noexcept;
+#if SIMDJSON_SUPPORTS_CONCEPTS
+  template <typename Func>
+    requires std::invocable<Func, value>
+#else
+  template <typename Func>
+#endif
+  simdjson_inline error_code for_each_at_path_with_wildcard(std::string_view json_path, Func&& callback) noexcept;
 
 private:
   document *doc{nullptr};
@@ -982,6 +1013,8 @@ public:
   simdjson_inline simdjson_result<uint64_t> get_uint64_in_string() noexcept;
   simdjson_inline simdjson_result<int64_t> get_int64() noexcept;
   simdjson_inline simdjson_result<int64_t> get_int64_in_string() noexcept;
+  simdjson_inline simdjson_result<uint32_t> get_uint32() noexcept;
+  simdjson_inline simdjson_result<int32_t> get_int32() noexcept;
   simdjson_inline simdjson_result<double> get_double() noexcept;
   simdjson_inline simdjson_result<double> get_double_in_string() noexcept;
   simdjson_inline simdjson_result<std::string_view> get_string(bool allow_replacement = false) noexcept;
@@ -1006,12 +1039,12 @@ public:
   explicit simdjson_inline operator T() noexcept(false);
   simdjson_inline operator SIMDJSON_IMPLEMENTATION::ondemand::array() & noexcept(false);
   simdjson_inline operator SIMDJSON_IMPLEMENTATION::ondemand::object() & noexcept(false);
-  simdjson_inline operator uint64_t() noexcept(false);
+  explicit simdjson_inline operator uint64_t() noexcept(false);
-  simdjson_inline operator int64_t() noexcept(false);
+  explicit simdjson_inline operator int64_t() noexcept(false);
-  simdjson_inline operator double() noexcept(false);
+  explicit simdjson_inline operator double() noexcept(false);
-  simdjson_inline operator std::string_view() noexcept(false);
+  explicit simdjson_inline operator std::string_view() noexcept(false);
-  simdjson_inline operator SIMDJSON_IMPLEMENTATION::ondemand::raw_json_string() noexcept(false);
+  explicit simdjson_inline operator SIMDJSON_IMPLEMENTATION::ondemand::raw_json_string() noexcept(false);
-  simdjson_inline operator bool() noexcept(false);
+  explicit simdjson_inline operator bool() noexcept(false);
   simdjson_inline operator SIMDJSON_IMPLEMENTATION::ondemand::value() noexcept(false);
 #endif
   simdjson_inline simdjson_result<size_t> count_elements() & noexcept;
@@ -1041,7 +1074,13 @@ public:
 
   simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::value> at_pointer(std::string_view json_pointer) noexcept;
   simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::value> at_path(std::string_view json_path) noexcept;
-  simdjson_inline simdjson_result<std::vector<SIMDJSON_IMPLEMENTATION::ondemand::value>> at_path_with_wildcard(std::string_view json_path) noexcept;
+#if SIMDJSON_SUPPORTS_CONCEPTS
+  template <typename Func>
+    requires std::invocable<Func, SIMDJSON_IMPLEMENTATION::ondemand::value>
+#else
+  template <typename Func>
+#endif
+  simdjson_inline error_code for_each_at_path_with_wildcard(std::string_view json_path, Func&& callback) noexcept;
 #if SIMDJSON_STATIC_REFLECTION
   template<constevalutil::fixed_string... FieldNames, typename T>
     requires(std::is_class_v<T> && (sizeof...(FieldNames) > 0))
@@ -1069,6 +1108,8 @@ public:
   simdjson_inline simdjson_result<uint64_t> get_uint64_in_string() noexcept;
   simdjson_inline simdjson_result<int64_t> get_int64() noexcept;
   simdjson_inline simdjson_result<int64_t> get_int64_in_string() noexcept;
+  simdjson_inline simdjson_result<uint32_t> get_uint32() noexcept;
+  simdjson_inline simdjson_result<int32_t> get_int32() noexcept;
   simdjson_inline simdjson_result<double> get_double() noexcept;
   simdjson_inline simdjson_result<double> get_double_in_string() noexcept;
   simdjson_inline simdjson_result<std::string_view> get_string(bool allow_replacement = false) noexcept;
@@ -1090,12 +1131,12 @@ public:
   explicit simdjson_inline operator T() noexcept(false);
   simdjson_inline operator SIMDJSON_IMPLEMENTATION::ondemand::array() & noexcept(false);
   simdjson_inline operator SIMDJSON_IMPLEMENTATION::ondemand::object() & noexcept(false);
-  simdjson_inline operator uint64_t() noexcept(false);
+  explicit simdjson_inline operator uint64_t() noexcept(false);
-  simdjson_inline operator int64_t() noexcept(false);
+  explicit simdjson_inline operator int64_t() noexcept(false);
-  simdjson_inline operator double() noexcept(false);
+  explicit simdjson_inline operator double() noexcept(false);
-  simdjson_inline operator std::string_view() noexcept(false);
+  explicit simdjson_inline operator std::string_view() noexcept(false);
-  simdjson_inline operator SIMDJSON_IMPLEMENTATION::ondemand::raw_json_string() noexcept(false);
+  explicit simdjson_inline operator SIMDJSON_IMPLEMENTATION::ondemand::raw_json_string() noexcept(false);
-  simdjson_inline operator bool() noexcept(false);
+  explicit simdjson_inline operator bool() noexcept(false);
   simdjson_inline operator SIMDJSON_IMPLEMENTATION::ondemand::value() noexcept(false);
 #endif
   simdjson_inline simdjson_result<size_t> count_elements() & noexcept;
@@ -1124,7 +1165,13 @@ public:
 
   simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::value> at_pointer(std::string_view json_pointer) noexcept;
   simdjson_inline simdjson_result<SIMDJSON_IMPLEMENTATION::ondemand::value> at_path(std::string_view json_path) noexcept;
-  simdjson_inline simdjson_result<std::vector<SIMDJSON_IMPLEMENTATION::ondemand::value>> at_path_with_wildcard(std::string_view json_path) noexcept;
+#if SIMDJSON_SUPPORTS_CONCEPTS
+  template <typename Func>
+    requires std::invocable<Func, SIMDJSON_IMPLEMENTATION::ondemand::value>
+#else
+  template <typename Func>
+#endif
+  simdjson_inline error_code for_each_at_path_with_wildcard(std::string_view json_path, Func&& callback) noexcept;
 #if SIMDJSON_STATIC_REFLECTION
   template<constevalutil::fixed_string... FieldNames, typename T>
     requires(std::is_class_v<T> && (sizeof...(FieldNames) > 0))

include/simdjson/generic/ondemand/document_stream-inl.h

@@ -95,13 +95,15 @@ simdjson_inline document_stream::document_stream(
   const uint8_t *_buf,
   size_t _len,
   size_t _batch_size,
-  bool _allow_comma_separated
+  bool _allow_comma_separated,
+  stream_format _format
 ) noexcept
   : parser{&_parser},
     buf{_buf},
     len{_len},
     batch_size{_batch_size <= MINIMAL_BATCH_SIZE ? MINIMAL_BATCH_SIZE : _batch_size},
     allow_comma_separated{_allow_comma_separated},
+    format{_format},
     error{SUCCESS}
     #ifdef SIMDJSON_THREADS_ENABLED
     , use_thread(_parser.threaded) // we need to make a copy because _parser.threaded can change
@@ -120,6 +122,7 @@ simdjson_inline document_stream::document_stream() noexcept
     len{0},
     batch_size{0},
     allow_comma_separated{false},
+    format{stream_format::whitespace_delimited},
     error{UNINITIALIZED}
     #ifdef SIMDJSON_THREADS_ENABLED
     , use_thread(false)
@@ -219,7 +222,10 @@ inline void document_stream::start() noexcept {
     error = run_stage1(*parser, batch_start);
   }
   if (error) { return; }
-  doc_index = batch_start;
+  // For json_sequence mode, structural_indexes[0] points to the actual JSON value
+  // after the RS delimiter and any following whitespace. For regular mode, it is
+  // the offset from batch_start to the first document in the batch.
+  doc_index = batch_start + parser->implementation->structural_indexes[0];
   doc = document(json_iterator(&buf[batch_start], parser));
   doc.iter._streaming = true;
 
@@ -300,7 +306,7 @@ inline void document_stream::next() noexcept {
        */
 
       if (error) { continue; } // If the error was EMPTY, we may want to load another batch.
-      doc_index = batch_start;
+      doc_index = batch_start + parser->implementation->structural_indexes[0];
     }
   }
 }
@@ -329,10 +335,35 @@ inline error_code document_stream::run_stage1(ondemand::parser &p, size_t _batch
   // This code only updates the structural index in the parser, it does not update any json_iterator
   // instance.
   size_t remaining = len - _batch_start;
+  stage1_mode mode;
   if (remaining <= batch_size) {
-    return p.implementation->stage1(&buf[_batch_start], remaining, stage1_mode::streaming_final);
+    // Final batch
+    switch (format) {
+      case stream_format::json_sequence:
+        mode = stage1_mode::json_sequence_final;
+        break;
+      case stream_format::comma_delimited:
+        mode = stage1_mode::comma_delimited_final;
+        break;
+      default:
+        mode = stage1_mode::streaming_final;
+        break;
+    }
+    return p.implementation->stage1(&buf[_batch_start], remaining, mode);
   } else {
-    return p.implementation->stage1(&buf[_batch_start], batch_size, stage1_mode::streaming_partial);
+    // Partial batch
+    switch (format) {
+      case stream_format::json_sequence:
+        mode = stage1_mode::json_sequence_partial;
+        break;
+      case stream_format::comma_delimited:
+        mode = stage1_mode::comma_delimited_partial;
+        break;
+      default:
+        mode = stage1_mode::streaming_partial;
+        break;
+    }
+    return p.implementation->stage1(&buf[_batch_start], batch_size, mode);
   }
 }
 
@@ -353,14 +384,21 @@ simdjson_inline std::string_view document_stream::iterator::source() const noexc
         depth--;
         break;
       default:    // Scalar value document
-        // TODO: We could remove trailing whitespaces
         // This returns a string spanning from start of value to the beginning of the next document (excluded)
         {
           auto next_index = stream->parser->implementation->structural_indexes[++cur_struct_index];
           // normally the length would be next_index - current_index() - 1, except for the last document
           size_t svlen = next_index - current_index();
           const char *start = reinterpret_cast<const char*>(stream->buf) + current_index();
-          while(svlen > 1 && (std::isspace(start[svlen-1]) || start[svlen-1] == '\0')) {
+          // Trim trailing whitespace, NUL, and RS (0x1E). In RFC 7464
+          // json_sequence mode the scanner classifies RS as a scalar
+          // character, so an RS-prefixed scalar document (number / true /
+          // false / null / string) has no closing structural index and the
+          // slice runs all the way up to the next document's RS. RS cannot
+          // legally appear in a JSON value at the source level (control
+          // characters in strings must be escaped as \u001E), so stripping
+          // it is safe in every stream_format.
+          while(svlen > 1 && (std::isspace(static_cast<unsigned char>(start[svlen-1])) || start[svlen-1] == '\0' || static_cast<uint8_t>(start[svlen-1]) == 0x1E || (stream->format == stream_format::comma_delimited && start[svlen-1] == ','))) {
             svlen--;
           }
           return std::string_view(start, svlen);