Much more efficient generation of function signatures, updated docs
This modification taps into some newer C++14 features (if present) to
generate function signatures considerably more efficiently at compile
time rather than at run time.
With this change, pybind11 binaries are now *2.1 times* smaller compared
to the Boost.Python baseline in the benchmark. Compilation times get a
nice improvement as well.
Visual Studio 2015 unfortunately doesn't implement 'constexpr' well
enough yet to support this change and uses a runtime fallback.
diff --git a/docs/benchmark.py b/docs/benchmark.py
index efa8284..6f02e92 100644
--- a/docs/benchmark.py
+++ b/docs/benchmark.py
@@ -81,7 +81,7 @@
f.write(codegen(nclasses))
n1 = dt.datetime.now()
os.system("g++ -Os -shared -rdynamic -undefined dynamic_lookup "
- "-fvisibility=hidden -std=c++11 test.cpp -I include "
+ "-fvisibility=hidden -std=c++14 test.cpp -I include "
"-I /System/Library/Frameworks/Python.framework/Headers -o test.so")
n2 = dt.datetime.now()
elapsed = (n2 - n1).total_seconds()
diff --git a/docs/benchmark.rst b/docs/benchmark.rst
index c06bfb3..c31e290 100644
--- a/docs/benchmark.rst
+++ b/docs/benchmark.rst
@@ -4,9 +4,12 @@
The following is the result of a synthetic benchmark comparing both compilation
time and module size of pybind11 against Boost.Python.
-A python script (see the ``docs/benchmark.py`` file) was used to generate a
-set of dummy classes whose count increases for each successive benchmark
-(between 1 and 512 classes in powers of two). Each class has four methods with
+Setup
+-----
+
+A python script (see the ``docs/benchmark.py`` file) was used to generate a set
+of files with dummy classes whose count increases for each successive benchmark
+(between 1 and 2048 classes in powers of two). Each class has four methods with
a randomly generated signature with a return value and four arguments. (There
was no particular reason for this setup other than the desire to generate many
unique function signatures whose count could be controlled in a simple way.)
@@ -43,28 +46,38 @@
.. code-block:: bash
- Apple LLVM version 7.0.0 (clang-700.0.72)
+ Apple LLVM version 7.0.2 (clang-700.1.81)
and the following compilation flags
.. code-block:: bash
- g++ -Os -shared -rdynamic -undefined dynamic_lookup -fvisibility=hidden -std=c++11
+ g++ -Os -shared -rdynamic -undefined dynamic_lookup -fvisibility=hidden -std=c++14
+
+Compilation time
+----------------
The following log-log plot shows how the compilation time grows for an
-increasing number of class and function declarations. pybind11 includes fewer
-headers, which initially leads to shorter compilation times, but the
-performance is ultimately very similar (pybind11 is 1 second faster for the
-largest file, which is less than 1% of the total compilation time).
+increasing number of class and function declarations. pybind11 includes many
+fewer headers, which initially leads to shorter compilation times, but the
+performance is ultimately fairly similar (pybind11 is 19.8 seconds faster for
+the largest largest file with 2048 classes and a total of 8192 methods -- a
+modest **1.2x** speedup relative to Boost.Python, which required 116.35
+seconds).
.. image:: pybind11_vs_boost_python1.svg
-Differences between the two libraries become more pronounced when considering
-the file size of the generated Python plugin. Note that the plot below does not
-include the size of the Boost.Python shared library, hence Boost actually has a
-slight advantage.
+Module size
+-----------
+
+Differences between the two libraries become much more pronounced when
+considering the file size of the generated Python plugin: for the largest file,
+the binary generated by Boost.Python required 16.8 MiB, which was **2.17
+times** / **9.1 megabytes** larger than the output generated by pybind11. For
+very small inputs, Boost.Python has an edge in the plot below -- however, note
+that it stores many definitions in an external library, whose size was not
+included here, hence the comparison is slightly shifted in Boost.Python's
+favor.
.. image:: pybind11_vs_boost_python2.svg
-Despite this, the libraries procuced by Boost.Python for more than a few
-functions are consistently larger by a factor of 1.75.
diff --git a/docs/cmake.rst b/docs/cmake.rst
index 348c54a..c44366f 100644
--- a/docs/cmake.rst
+++ b/docs/cmake.rst
@@ -39,8 +39,16 @@
# find_package(PythonInterp ${PYTHONLIBS_VERSION_STRING} EXACT REQUIRED)
if (CMAKE_CXX_COMPILER_ID MATCHES "Clang" OR CMAKE_CXX_COMPILER_ID MATCHES "GNU")
- # Enable C++11 mode on C++ / Clang
- set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++11")
+ CHECK_CXX_COMPILER_FLAG("-std=c++14" HAS_CPP14_FLAG)
+ CHECK_CXX_COMPILER_FLAG("-std=c++11" HAS_CPP11_FLAG)
+
+ if (HAS_CPP14_FLAG)
+ set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++14")
+ elseif (HAS_CPP11_FLAG)
+ set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++11")
+ else()
+ message(FATAL_ERROR "Unsupported compiler -- at least C++11 support is needed!")
+ endif()
# Enable link time optimization and set the default symbol
# visibility to hidden (very important to obtain small binaries)
diff --git a/docs/intro.rst b/docs/intro.rst
index 730d19d..291469b 100644
--- a/docs/intro.rst
+++ b/docs/intro.rst
@@ -18,12 +18,12 @@
Think of this library as a tiny self-contained version of Boost.Python with
everything stripped away that isn't relevant for binding generation. The core
-header files only require ~2K lines of code and depend on Python (2.7 or 3.x)
+header files only require ~3K lines of code and depend on Python (2.7 or 3.x)
and the C++ standard library. This compact implementation was possible thanks
-to some of the new C++11 language features (tuples, lambda functions and
-variadic templates). Since its creation, this library has grown beyond
-Boost.Python in many ways, leading to dramatically simpler binding code in many
-common situations.
+to some of the new C++11 language features (specifically: tuples, lambda
+functions and variadic templates). Since its creation, this library has grown
+beyond Boost.Python in many ways, leading to dramatically simpler binding code
+in many common situations.
Core features
*************
@@ -64,3 +64,10 @@
- Everything is contained in just a few header files; there is no need to link
against any additional libraries.
+
+- Binaries are generally smaller by a factor of 2 or more compared to
+ equivalent bindings generated by Boost.Python.
+
+- When supported by the compiler, two new C++14 features (relaxed constexpr,
+ return value deduction) such as are used to do additional work at compile
+ time, leading to smaller binaries.
diff --git a/docs/pybind11_vs_boost_python1.svg b/docs/pybind11_vs_boost_python1.svg
index 8ffacf1..5bf950e 100644
--- a/docs/pybind11_vs_boost_python1.svg
+++ b/docs/pybind11_vs_boost_python1.svg
@@ -1,5 +1,5 @@
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