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.

CMakeLists.txt

@@ -37,8 +37,16 @@ endif()
 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
+  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 -- pybind11 requires C++11 support!")
+  endif()
 
   # Enable link time optimization and set the default symbol
   # visibility to hidden (very important to obtain small binaries)
@@ -74,14 +82,15 @@ include_directories(include)
 set(PYBIND11_HEADERS
   include/pybind11/cast.h
   include/pybind11/common.h
+  include/pybind11/complex.h
+  include/pybind11/descr.h
+  include/pybind11/functional.h
+  include/pybind11/numpy.h
   include/pybind11/operators.h
   include/pybind11/pybind11.h
   include/pybind11/pytypes.h
-  include/pybind11/typeid.h
-  include/pybind11/numpy.h
-  include/pybind11/complex.h
   include/pybind11/stl.h
-  include/pybind11/functional.h
+  include/pybind11/typeid.h
 )
 
 # Create the binding library

README.md

@@ -23,12 +23,12 @@ become an excessively large and unnecessary dependency.
 
 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
+to some of the new C++11 language features (specifically: tuples, lambda
-variadic templates). Since its creation, this library has grown beyond
+functions and variadic templates). Since its creation, this library has grown
-Boost.Python in many ways, leading to dramatically simpler binding code in many
+beyond Boost.Python in many ways, leading to dramatically simpler binding code
-common situations.
+in many common situations.
 
 Tutorial and reference documentation is provided at
 [http://pybind11.readthedocs.org/en/latest](http://pybind11.readthedocs.org/en/latest).
@@ -71,6 +71,13 @@ In addition to the core functionality, pybind11 provides some extra goodies:
 - 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.
+
 ### License
 
 pybind11 is provided under a BSD-style license that can be found in the

docs/benchmark.py

@@ -81,7 +81,7 @@ for codegen in [generate_dummy_code_pybind11, generate_dummy_code_boost]:
             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()

docs/benchmark.rst

@@ -4,9 +4,12 @@ Benchmark
 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
+Setup
-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
+
+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 @@ compilation was done with
 
 .. 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
+increasing number of class and function declarations. pybind11 includes many
-headers, which initially leads to shorter compilation times, but the
+fewer headers, which initially leads to shorter compilation times, but the
-performance is ultimately very similar (pybind11 is 1 second faster for the
+performance is ultimately fairly similar (pybind11 is 19.8 seconds faster for
-largest file, which is less than 1% of the total compilation time).
+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
+Module size
-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.
+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.

docs/cmake.rst

@@ -39,8 +39,16 @@ and that the pybind11 repository is located in a subdirectory named :file:`pybin
     # 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
+      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)

docs/intro.rst

@@ -18,12 +18,12 @@ become an excessively large and unnecessary dependency.
 
 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
+to some of the new C++11 language features (specifically: tuples, lambda
-variadic templates). Since its creation, this library has grown beyond
+functions and variadic templates). Since its creation, this library has grown
-Boost.Python in many ways, leading to dramatically simpler binding code in many
+beyond Boost.Python in many ways, leading to dramatically simpler binding code
-common situations.
+in many common situations.
 
 Core features
 *************
@@ -64,3 +64,10 @@ In addition to the core functionality, pybind11 provides some extra goodies:
 
 - 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.

example/example11.cpp

@@ -14,4 +14,5 @@ void kw_func(int x, int y) { std::cout << "kw_func(x=" << x << ", y=" << y << ")
 void init_ex11(py::module &m) {
     m.def("kw_func", &kw_func, py::arg("x"), py::arg("y"));
     m.def("kw_func2", &kw_func, py::arg("x") = 100, py::arg("y") = 200);
+    m.def("kw_func3", [](const char *) { }, py::arg("data") = std::string("Hello world!"));
 }

example/example11.py

@@ -1,15 +1,15 @@
 #!/usr/bin/env python
 from __future__ import print_function
-import sys, pydoc
+import sys
+import pydoc
+
 sys.path.append('.')
 
-import example
+from example import kw_func, kw_func2, kw_func3
-
-from example import kw_func
-from example import kw_func2
 
 print(pydoc.render_doc(kw_func, "Help on %s"))
 print(pydoc.render_doc(kw_func2, "Help on %s"))
+print(pydoc.render_doc(kw_func3, "Help on %s"))
 
 kw_func(5, 10)
 kw_func(5, y=10)
@@ -24,3 +24,8 @@ kw_func2(y=10)
 
 kw_func2(5, 10)
 kw_func2(x=5, y=10)
+
+try:
+    kw_func2(x=5, y=10, z=12)
+except Exception as e:
+    print("Caught expected exception: " + str(e))

example/example11.ref

@@ -1,3 +1,18 @@
+Help on built-in function kw_func
+
+kkww__ffuunncc(...)
+    Signature : (x : int, y : int) -> None
+
+Help on built-in function kw_func2
+
+kkww__ffuunncc22(...)
+    Signature : (x : int = 100L, y : int = 200L) -> None
+
+Help on built-in function kw_func3
+
+kkww__ffuunncc33(...)
+    Signature : (data : str = u'Hello world!') -> None
+
 kw_func(x=5, y=10)
 kw_func(x=5, y=10)
 kw_func(x=5, y=10)
@@ -7,13 +22,6 @@ kw_func(x=5, y=200)
 kw_func(x=100, y=10)
 kw_func(x=5, y=10)
 kw_func(x=5, y=10)
-Help on built-in function kw_func
+Caught expected exception: Incompatible function arguments. The following argument types are supported:
-
+    1. (x : int = 100L, y : int = 200L) -> None
-kkww__ffuunncc(...) method of builtins.PyCapsule instance
-    Signature : (x : int, y : int) -> None
-
-Help on built-in function kw_func2
-
-kkww__ffuunncc22(...) method of builtins.PyCapsule instance
-    Signature : (x : int = 100, y : int = 200) -> None
 

include/pybind11/cast.h

@@ -12,8 +12,8 @@
 
 #include "pytypes.h"
 #include "typeid.h"
+#include "descr.h"
 #include <array>
-#include <list>
 #include <limits>
 
 NAMESPACE_BEGIN(pybind11)
@@ -25,80 +25,6 @@ NAMESPACE_BEGIN(detail)
 #define PYBIND11_AS_STRING PyString_AsString
 #endif
 
-/** Linked list descriptor type for function signatures (produces smaller binaries
-    compared to a previous solution using std::string and operator +=) */
-class descr {
-public:
-    struct entry {
-        const std::type_info *type = nullptr;
-        const char *str = nullptr;
-        entry *next = nullptr;
-        entry(const std::type_info *type) : type(type) { }
-        entry(const char *str) : str(str) { }
-    };
-
-    descr() { }
-    descr(descr &&d) : first(d.first), last(d.last) { d.first = d.last = nullptr; }
-    PYBIND11_NOINLINE descr(const char *str) { first = last = new entry { str }; }
-    PYBIND11_NOINLINE descr(const std::type_info &type) { first = last = new entry { &type }; }
-
-    PYBIND11_NOINLINE void operator+(const char *str) {
-        entry *next = new entry { str };
-        last->next = next;
-        last = next;
-    }
-
-    PYBIND11_NOINLINE void operator+(const std::type_info *type) {
-        entry *next = new entry { type };
-        last->next = next;
-        last = next;
-    }
-
-    PYBIND11_NOINLINE void operator+=(descr &&other) {
-        last->next = other.first;
-        while (last->next)
-            last = last->next;
-        other.first = other.last = nullptr;
-    }
-
-    PYBIND11_NOINLINE friend descr operator+(descr &&l, descr &&r) {
-        descr result(std::move(l));
-        result += std::move(r);
-        return result;
-    }
-
-    PYBIND11_NOINLINE std::string str() const {
-        std::string result;
-        auto const& registered_types = get_internals().registered_types;
-        for (entry *it = first; it != nullptr; it = it->next) {
-            if (it->type) {
-                auto it2 = registered_types.find(it->type);
-                if (it2 != registered_types.end()) {
-                    result += it2->second.type->tp_name;
-                } else {
-                    std::string tname(it->type->name());
-                    detail::clean_type_id(tname);
-                    result += tname;
-                }
-            } else {
-                result += it->str;
-            }
-        }
-        return result;
-    }
-
-    PYBIND11_NOINLINE ~descr() {
-        while (first) {
-            entry *tmp = first->next;
-            delete first;
-            first = tmp;
-        }
-    }
-
-    entry *first = nullptr;
-    entry *last = nullptr;
-};
-
 class type_caster_custom {
 public:
     PYBIND11_NOINLINE type_caster_custom(const std::type_info *type_info) {
@@ -195,7 +121,7 @@ protected:
 /// Generic type caster for objects stored on the heap
 template <typename type, typename Enable = void> class type_caster : public type_caster_custom {
 public:
-    static descr name() { return typeid(type); }
+    static PYBIND11_DESCR name() { return type_descr(_<type>()); }
 
     type_caster() : type_caster_custom(&typeid(type)) { }
 
@@ -224,7 +150,7 @@ protected:
     protected: \
         type value; \
     public: \
-        static descr name() { return py_name; } \
+        static PYBIND11_DESCR name() { return type_descr(py_name); } \
         static PyObject *cast(const type *src, return_value_policy policy, PyObject *parent) { \
             return cast(*src, policy, parent); \
         } \
@@ -296,9 +222,10 @@ public:
         return cast(*src, policy, parent);
     }
 
-    static descr name() {
+    template <typename T2 = T, typename std::enable_if<std::is_integral<T2>::value, int>::type = 0>
-        return std::is_floating_point<T>::value ? "float" : "int";
+    static PYBIND11_DESCR name() { return type_descr(_("int")); }
-    }
+    template <typename T2 = T, typename std::enable_if<!std::is_integral<T2>::value, int>::type = 0>
+    static PYBIND11_DESCR name() { return type_descr(_("float")); }
 
     operator T*() { return &value; }
     operator T&() { return value; }
@@ -314,7 +241,7 @@ public:
         Py_INCREF(Py_None);
         return Py_None;
     }
-    PYBIND11_TYPE_CASTER(void_type, "None");
+    PYBIND11_TYPE_CASTER(void_type, _("None"));
 };
 
 template <> class type_caster<void> : public type_caster<void_type> { };
@@ -332,7 +259,7 @@ public:
         Py_INCREF(result);
         return result;
     }
-    PYBIND11_TYPE_CASTER(bool, "bool");
+    PYBIND11_TYPE_CASTER(bool, _("bool"));
 };
 
 template <> class type_caster<std::string> {
@@ -352,7 +279,7 @@ public:
     static PyObject *cast(const std::string &src, return_value_policy /* policy */, PyObject * /* parent */) {
         return PyUnicode_FromString(src.c_str());
     }
-    PYBIND11_TYPE_CASTER(std::string, "str");
+    PYBIND11_TYPE_CASTER(std::string, _("str"));
 };
 
 template <> class type_caster<char> {
@@ -379,7 +306,7 @@ public:
         return PyUnicode_DecodeLatin1(str, 1, nullptr);
     }
 
-    static descr name() { return "str"; }
+    static PYBIND11_DESCR name() { return type_descr(_("str")); }
 
     operator char*() { return (char *) value.c_str(); }
     operator char() { if (value.length() > 0) return value[0]; else return '\0'; }
@@ -411,13 +338,10 @@ public:
         return tuple;
     }
 
-    static descr name() {
+    static PYBIND11_DESCR name() {
-        class descr result("(");
+        return type_descr(
-        result += std::move(type_caster<typename decay<T1>::type>::name());
+            _("(") + type_caster<typename decay<T1>::type>::name() +
-        result += ", ";
+            _(", ") + type_caster<typename decay<T2>::type>::name() + _(")"));
-        result += std::move(type_caster<typename decay<T2>::type>::name());
-        result += ")";
-        return result;
     }
 
     operator type() {
@@ -441,31 +365,11 @@ public:
         return cast(src, policy, parent, typename make_index_sequence<size>::type());
     }
 
-    static descr name(const std::list<argument_entry> &args = std::list<argument_entry>()) {
+    static PYBIND11_DESCR name() {
-        std::array<class descr, size> type_names {{
+        return type_descr(
-            type_caster<typename decay<Tuple>::type>::name()...
+               _("(") +
-        }};
+               detail::concat(type_caster<typename decay<Tuple>::type>::name()...) +
-        auto it = args.begin();
+               _(")"));
-        class descr result("(");
-        for (int i=0; i<size; ++i) {
-            if (it != args.end()) {
-                result += it->name;
-                result += " : ";
-            }
-            result += std::move(type_names[i]);
-            if (it != args.end()) {
-                if (it->descr) {
-                    result += " = ";
-                    result += it->descr;
-                }
-                ++it;
-            }
-            if (i+1 < size)
-                result += ", ";
-            ++it;
-        }
-        result += ")";
-        return result;
     }
 
     template <typename ReturnValue, typename Func> typename std::enable_if<!std::is_void<ReturnValue>::value, ReturnValue>::type call(Func &&f) {
@@ -576,7 +480,7 @@ public:
         src.inc_ref();
         return (PyObject *) src.ptr();
     }
-    PYBIND11_TYPE_CASTER(type, typeid(type));
+    PYBIND11_TYPE_CASTER(type, _<type>());
 };
 
 NAMESPACE_END(detail)

include/pybind11/common.h

@@ -167,16 +167,12 @@ struct overload_hash {
 
 /// Stores information about a keyword argument
 struct argument_entry {
-    char *name;      ///< Argument name
+    const char *name;  ///< Argument name
-    char *descr;     ///< Human-readable version of the argument value
+    const char *descr; ///< Human-readable version of the argument value
     PyObject *value;   ///< Associated Python object
 
-    argument_entry(char *name, char *descr, PyObject *value)
+    argument_entry(const char *name, const char *descr, PyObject *value)
         : name(name), descr(descr), value(value) { }
-
-    ~argument_entry() {
-        free(name); free(descr); Py_XDECREF(value);
-    }
 };
 
 /// Internal data struture used to track registered instances and types

include/pybind11/complex.h

@@ -34,7 +34,7 @@ public:
         return PyComplex_FromDoubles((double) src.real(), (double) src.imag());
     }
 
-    PYBIND11_TYPE_CASTER(std::complex<T>, "complex");
+    PYBIND11_TYPE_CASTER(std::complex<T>, _("complex"));
 };
 NAMESPACE_END(detail)
 NAMESPACE_END(pybind11)

include/pybind11/descr.h

@@ -0,0 +1,161 @@
+/*
+    pybind11/descr.h: Helper type for concatenating type signatures
+    either at runtime (C++11) or compile time (C++14)
+
+    Copyright (c) 2015 Wenzel Jakob <wenzel@inf.ethz.ch>
+
+    All rights reserved. Use of this source code is governed by a
+    BSD-style license that can be found in the LICENSE file.
+*/
+
+#pragma once
+
+#include "common.h"
+
+NAMESPACE_BEGIN(pybind11)
+NAMESPACE_BEGIN(detail)
+
+
+#if defined(__clang__)
+#  if __has_feature(cxx_return_type_deduction) && __has_feature(cxx_relaxed_constexpr)
+#    define PYBIND11_CPP14
+#  endif
+#elif defined(__GNUG__)
+#  if __cpp_constexpr >= 201304 && __cpp_decltype_auto >= 201304
+#    define PYBIND11_CPP14
+#  endif
+#endif
+
+#if defined(PYBIND11_CPP14) /* Concatenate type signatures at compile time using C++14 */
+
+template <size_t Size1, size_t Size2> class descr {
+    template <size_t Size1_, size_t Size2_> friend class descr;
+public:
+    constexpr descr(char const (&text) [Size1+1], const std::type_info * const (&types)[Size2+1])
+        : descr(text, types,
+                typename make_index_sequence<Size1>::type(),
+                typename make_index_sequence<Size2>::type()) { }
+
+    constexpr const char *text() const { return m_text; }
+    constexpr const std::type_info * const * types() const { return m_types; }
+
+    template <size_t OtherSize1, size_t OtherSize2>
+    constexpr descr<Size1 + OtherSize1, Size2 + OtherSize2> operator+(const descr<OtherSize1, OtherSize2> &other) const {
+        return concat(other,
+                      typename make_index_sequence<Size1>::type(),
+                      typename make_index_sequence<Size2>::type(),
+                      typename make_index_sequence<OtherSize1>::type(),
+                      typename make_index_sequence<OtherSize2>::type());
+    }
+
+protected:
+    template <size_t... Indices1, size_t... Indices2>
+    constexpr descr(
+        char const (&text) [Size1+1],
+        const std::type_info * const (&types) [Size2+1],
+        index_sequence<Indices1...>, index_sequence<Indices2...>)
+        : m_text{text[Indices1]..., '\0'},
+          m_types{types[Indices2]...,  nullptr } {}
+
+    template <size_t OtherSize1, size_t OtherSize2, size_t... Indices1,
+              size_t... Indices2, size_t... OtherIndices1, size_t... OtherIndices2>
+    constexpr descr<Size1 + OtherSize1, Size2 + OtherSize2>
+    concat(const descr<OtherSize1, OtherSize2> &other,
+           index_sequence<Indices1...>, index_sequence<Indices2...>,
+           index_sequence<OtherIndices1...>, index_sequence<OtherIndices2...>) const {
+        return descr<Size1 + OtherSize1, Size2 + OtherSize2>(
+            { m_text[Indices1]..., other.m_text[OtherIndices1]..., '\0' },
+            { m_types[Indices2]..., other.m_types[OtherIndices2]..., nullptr }
+        );
+    }
+
+protected:
+    char m_text[Size1 + 1];
+    const std::type_info * m_types[Size2 + 1];
+};
+
+template <size_t Size> constexpr descr<Size - 1, 0> _(char const(&text)[Size]) {
+    return descr<Size - 1, 0>(text, { nullptr });
+}
+
+template <typename Type> constexpr descr<1, 1> _() {
+    return descr<1, 1>({ '%', '\0' }, { &typeid(Type), nullptr });
+}
+
+inline constexpr descr<0, 0> concat() { return _(""); }
+template <size_t Size1, size_t Size2, typename... Args> auto constexpr concat(descr<Size1, Size2> descr) { return descr; }
+template <size_t Size1, size_t Size2, typename... Args> auto constexpr concat(descr<Size1, Size2> descr, Args&&... args) { return descr + _(", ") + concat(args...); }
+template <size_t Size1, size_t Size2> auto constexpr type_descr(descr<Size1, Size2> descr) { return _("{") + descr + _("}"); }
+
+#define PYBIND11_DESCR constexpr auto
+
+#else /* Simpler C++11 implementation based on run-time memory allocation and copying */
+
+class descr {
+public:
+    PYBIND11_NOINLINE descr(const char *text, const std::type_info * const * types) {
+        size_t nChars = len(text), nTypes = len(types);
+        m_text  = new char[nChars];
+        m_types = new const std::type_info *[nTypes];
+        memcpy(m_text, text, nChars * sizeof(char));
+        memcpy(m_types, types, nTypes * sizeof(const std::type_info *));
+    }
+
+    PYBIND11_NOINLINE descr friend operator+(descr &&d1, descr &&d2) {
+        descr r;
+
+        size_t nChars1 = len(d1.m_text), nTypes1 = len(d1.m_types);
+        size_t nChars2 = len(d2.m_text), nTypes2 = len(d2.m_types);
+
+        r.m_text  = new char[nChars1 + nChars2 - 1];
+        r.m_types = new const std::type_info *[nTypes1 + nTypes2 - 1];
+        memcpy(r.m_text, d1.m_text, (nChars1-1) * sizeof(char));
+        memcpy(r.m_text + nChars1 - 1, d2.m_text, nChars2 * sizeof(char));
+        memcpy(r.m_types, d1.m_types, (nTypes1-1) * sizeof(std::type_info *));
+        memcpy(r.m_types + nTypes1 - 1, d2.m_types, nTypes2 * sizeof(std::type_info *));
+
+        delete[] d1.m_text; delete[] d1.m_types;
+        delete[] d2.m_text; delete[] d2.m_types;
+
+        return r;
+    }
+
+    char *text() { return m_text; }
+    const std::type_info * * types() { return m_types; }
+
+protected:
+    PYBIND11_NOINLINE descr() { }
+
+    template <typename T> static size_t len(const T *ptr) { // return length including null termination
+        const T *it = ptr;
+        while (*it++ != (T) 0)
+            ;
+        return it - ptr;
+    }
+
+    const std::type_info **m_types = nullptr;
+    char *m_text = nullptr;
+};
+
+/* The 'PYBIND11_NOINLINE inline' combinations below are intentional to get the desired linkage while producing as little object code as possible */
+
+PYBIND11_NOINLINE inline descr _(const char *text) {
+    const std::type_info *types[1] = { nullptr };
+    return descr(text, types);
+}
+
+template <typename Type> PYBIND11_NOINLINE descr _() {
+    const std::type_info *types[2] = { &typeid(Type), nullptr };
+    return descr("%", types);
+}
+
+PYBIND11_NOINLINE inline descr concat() { return _(""); }
+PYBIND11_NOINLINE inline descr concat(descr &&d) { return d; }
+template <typename... Args> PYBIND11_NOINLINE descr concat(descr &&d, Args&&... args) { return std::move(d) + _(", ") + concat(std::forward<Args>(args)...); }
+PYBIND11_NOINLINE inline descr type_descr(descr&& d) { return _("{") + std::move(d) + _("}"); }
+
+#define PYBIND11_DESCR descr
+#endif
+
+NAMESPACE_END(detail)
+NAMESPACE_END(pybind11)

include/pybind11/functional.h

@@ -39,11 +39,10 @@ public:
         return f.ptr();
     }
 
-
+    PYBIND11_TYPE_CASTER(type, _("function<") +
-    PYBIND11_TYPE_CASTER(type, detail::descr("function<") +
+            type_caster<std::tuple<Args...>>::name() + _(" -> ") +
-            type_caster<std::tuple<Args...>>::name() + detail::descr(" -> ") +
             type_caster<typename decay<Return>::type>::name() +
-            detail::descr(">"));
+            _(">"));
 };
 
 NAMESPACE_END(detail)

include/pybind11/pybind11.h

@@ -24,7 +24,6 @@
 #endif
 
 #include "cast.h"
-#include <iostream>
 
 NAMESPACE_BEGIN(pybind11)
 
@@ -39,10 +38,10 @@ struct arg {
 
 /// Annotation for keyword arguments with default values
 template <typename T> struct arg_t : public arg {
-    arg_t(const char *name, const T &value, const char *value_str = nullptr)
+    arg_t(const char *name, const T &value, const char *descr = nullptr)
-        : arg(name), value(value), value_str(value_str) {}
+        : arg(name), value(value), descr(descr) { }
     T value;
-    const char *value_str;
+    const char *descr;
 };
 
 template <typename T> arg_t<T> arg::operator=(const T &value) { return arg_t<T>(name, value); }
@@ -65,15 +64,17 @@ private:
     /// Linked list of function overloads
     struct function_entry {
         /// Function name and user-specified documentation string
-        const char *name = nullptr, *doc = nullptr;
+        char *name = nullptr, *doc = nullptr; /* why no C++ strings? They generate heavier code.. */
+        /// Human-readable version of the function signature
+        char *signature = nullptr;
         /// List of registered keyword arguments
-        std::list<detail::argument_entry> args; 
+        std::vector<detail::argument_entry> args;
-        /// Pointer to lambda function which converts arguments and performs the call
+        /// Pointer to lambda function which converts arguments and performs the actual call
         PyObject * (*impl) (function_entry *, PyObject *, PyObject *) = nullptr;
         /// Storage for the wrapped function pointer and captured data, if any
         void *data = nullptr;
         /// Pointer to custom destructor for 'data' (if needed)
-        void (*free) (void *ptr) = nullptr;
+        void (*free_data) (void *ptr) = nullptr;
         /// Return value policy associated with this function
         return_value_policy policy = return_value_policy::automatic;
         /// True if name == '__init__'
@@ -86,12 +87,6 @@ private:
         PyObject *sibling = nullptr;
         /// Pointer to next overload
         function_entry *next = nullptr;
-
-        ~function_entry() {
-            delete def;
-            if (free)
-                free(data);
-        }
     };
 
     function_entry *m_entry;
@@ -115,59 +110,56 @@ private:
         (void) unused;
     }
 
-    static void process_extra(const char *doc, function_entry *entry) { entry->doc = doc; }
+    static void process_extra(const char *doc, function_entry *entry) { entry->doc = (char *) doc; }
-    static void process_extra(const pybind11::doc &d, function_entry *entry) { entry->doc = d.value; }
+    static void process_extra(const pybind11::doc &d, function_entry *entry) { entry->doc = (char *) d.value; }
-    static void process_extra(const pybind11::name &n, function_entry *entry) { entry->name = n.value; }
+    static void process_extra(const pybind11::name &n, function_entry *entry) { entry->name = (char *) n.value; }
     static void process_extra(const pybind11::return_value_policy p, function_entry *entry) { entry->policy = p; }
     static void process_extra(const pybind11::sibling s, function_entry *entry) { entry->sibling = s.value; }
     static void process_extra(const pybind11::is_method &m, function_entry *entry) { entry->class_ = m.class_; }
     static void process_extra(const pybind11::arg &a, function_entry *entry) {
         if (entry->class_ && entry->args.empty())
-            entry->args.emplace_back(strdup("self"), nullptr, nullptr);
+            entry->args.emplace_back("self", nullptr, nullptr);
-        entry->args.emplace_back(strdup(a.name), nullptr, nullptr);
+        entry->args.emplace_back(a.name, nullptr, nullptr);
     }
 
     template <typename T>
     static void process_extra(const pybind11::arg_t<T> &a, function_entry *entry) {
         if (entry->class_ && entry->args.empty())
-            entry->args.emplace_back(strdup("self"), nullptr, nullptr);
+            entry->args.emplace_back("self", nullptr, nullptr);
 
         PyObject *obj = detail::type_caster<typename detail::decay<T>::type>::cast(
                 a.value, return_value_policy::automatic, nullptr);
 
-        entry->args.emplace_back(
+        if (obj == nullptr)
-            strdup(a.name),
+            throw std::runtime_error("arg(): could not convert default keyword "
-            strdup(a.value_str != nullptr ? a.value_str : 
+                                     "argument into a Python object (type not "
-                (const char *) ((object) handle(obj).attr("__repr__")).call().str()),
+                                     "registered yet?)");
-            obj
+
-        );
+        entry->args.emplace_back(a.name, a.descr, obj);
     }
 public:
     cpp_function() { }
 
     /// Vanilla function pointers
-    template <typename Return, typename... Arg, typename... Extra>
+    template <typename Return, typename... Args, typename... Extra>
-    cpp_function(Return (*f)(Arg...), Extra&&... extra) {
+    cpp_function(Return (*f)(Args...), Extra&&... extra) {
+        using detail::descr;
         m_entry = new function_entry();
         m_entry->data = (void *) f;
 
-        typedef arg_value_caster<Arg...> cast_in;
+        typedef arg_value_caster<Args...> cast_in;
         typedef return_value_caster<Return> cast_out;
 
         m_entry->impl = [](function_entry *entry, PyObject *pyArgs, PyObject *parent) -> PyObject * {
             cast_in args;
             if (!args.load(pyArgs, true))
                 return (PyObject *) 1; /* Special return code: try next overload */
-            return cast_out::cast(args.template call<Return>((Return (*)(Arg...)) entry->data), entry->policy, parent);
+            return cast_out::cast(args.template call<Return>((Return (*)(Args...)) entry->data), entry->policy, parent);
         };
 
         process_extras(std::make_tuple(std::forward<Extra>(extra)...), m_entry);
-
+        PYBIND11_DESCR signature = cast_in::name() + detail::_(" -> ") + cast_out::name();
-        detail::descr d = cast_in::name(m_entry->args);
+        initialize(signature.text(), signature.types(), sizeof...(Args));
-        d += " -> ";
-        d += std::move(cast_out::name());
-
-        initialize(d, sizeof...(Arg));
     }
 
     /// Delegating helper constructor to deal with lambda functions
@@ -197,21 +189,21 @@ public:
 
 private:
     /// Functors, lambda functions, etc.
-    template <typename Func, typename Return, typename... Arg, typename... Extra>
+    template <typename Func, typename Return, typename... Args, typename... Extra>
-    void initialize(Func &&f, Return (*)(Arg...), Extra&&... extra) {
+    void initialize(Func &&f, Return (*)(Args...), Extra&&... extra) {
-        struct capture {
+        using detail::descr;
-            typename std::remove_reference<Func>::type f;
+
-        };
+        struct capture { typename std::remove_reference<Func>::type f; };
 
         m_entry = new function_entry();
         m_entry->data = new capture { std::forward<Func>(f) };
 
         if (!std::is_trivially_destructible<Func>::value)
-            m_entry->free = [](void *ptr) { delete (capture *) ptr; };
+            m_entry->free_data = [](void *ptr) { delete (capture *) ptr; };
         else
-            m_entry->free = operator delete;
+            m_entry->free_data = operator delete;
 
-        typedef arg_value_caster<Arg...> cast_in;
+        typedef arg_value_caster<Args...> cast_in;
         typedef return_value_caster<Return> cast_out;
 
         m_entry->impl = [](function_entry *entry, PyObject *pyArgs, PyObject *parent) -> PyObject *{
@@ -222,12 +214,8 @@ private:
         };
 
         process_extras(std::make_tuple(std::forward<Extra>(extra)...), m_entry);
-
+        PYBIND11_DESCR signature = cast_in::name() + detail::_(" -> ") + cast_out::name();
-        detail::descr d = cast_in::name(m_entry->args);
+        initialize(signature.text(), signature.types(), sizeof...(Args));
-        d += " -> ";
-        d += std::move(cast_out::name());
-
-        initialize(d, sizeof...(Arg));
     }
 
     static PyObject *dispatcher(PyObject *self, PyObject *args, PyObject *kwargs) {
@@ -250,17 +238,17 @@ private:
                         PyTuple_SET_ITEM(args_, i, item);
                     }
                     int arg_ctr = 0;
-                    for (auto const &it : it->args) {
+                    for (auto const &it2 : it->args) {
                         int index = arg_ctr++;
                         if (PyTuple_GET_ITEM(args_, index))
                             continue;
                         PyObject *value = nullptr;
                         if (kwargs)
-                            value = PyDict_GetItemString(kwargs, it.name);
+                            value = PyDict_GetItemString(kwargs, it2.name);
                         if (value)
                             kwargs_consumed++;
-                        else if (it.value)
+                        else if (it2.value)
-                            value = it.value;
+                            value = it2.value;
                         if (value) {
                             Py_INCREF(value);
                             PyTuple_SET_ITEM(args_, index, value);
@@ -301,7 +289,7 @@ private:
             int ctr = 0;
             for (function_entry *it2 = overloads; it2 != nullptr; it2 = it2->next) {
                 msg += "    "+ std::to_string(++ctr) + ". ";
-                //msg += it2->signature; XXX
+                msg += it2->signature;
                 msg += "\n";
             }
             PyErr_SetString(PyExc_TypeError, msg.c_str());
@@ -309,7 +297,7 @@ private:
         } else if (result == nullptr) {
             std::string msg = "Unable to convert function return value to a "
                               "Python type! The signature was\n\t";
-            //msg += it->signature;
+            msg += it->signature;
             PyErr_SetString(PyExc_TypeError, msg.c_str());
             return nullptr;
         } else {
@@ -327,18 +315,88 @@ private:
     static void destruct(function_entry *entry) {
         while (entry) {
             function_entry *next = entry->next;
+            delete entry->def;
+            if (entry->free_data)
+                entry->free_data(entry->data);
+            std::free((char *) entry->name);
+            std::free((char *) entry->doc);
+            std::free((char *) entry->signature);
+            for (auto &arg: entry->args) {
+                std::free((char *) arg.name);
+                std::free((char *) arg.descr);
+                Py_XDECREF(arg.value);
+            }
             delete entry;
             entry = next;
         }
     }
 
-    void initialize(const detail::descr &, int args) {
+    void initialize(const char *text, const std::type_info * const * types, int args) {
-        if (m_entry->name == nullptr)
+        /* Create copies of all referenced C-style strings */
-            m_entry->name = "";
+        m_entry->name = strdup(m_entry->name ? m_entry->name : "");
+        if (m_entry->doc) m_entry->doc = strdup(m_entry->doc);
+        for (auto &a: m_entry->args) {
+            if (a.name)
+                a.name = strdup(a.name);
+            if (a.descr)
+                a.descr = strdup(a.descr);
+            else if (a.value)
+                a.descr = strdup(((object) handle(a.value).attr("__repr__")).call().str());
+        }
+        auto const &registered_types = detail::get_internals().registered_types;
+
+        /* Generate a proper function signature */
+        std::string signature;
+        size_t type_depth = 0, char_index = 0, type_index = 0, arg_index = 0;
+        while (true) {
+            char c = text[char_index++];
+            if (c == '\0')
+                break;
+
+            if (c == '{') {
+                if (type_depth == 1 && arg_index < m_entry->args.size()) {
+                    signature += m_entry->args[arg_index].name;
+                    signature += " : ";
+                }
+                ++type_depth;
+            } else if (c == '}') {
+                --type_depth;
+                if (type_depth == 1 && arg_index < m_entry->args.size()) {
+                    if (m_entry->args[arg_index].descr) {
+                        signature += " = ";
+                        signature += m_entry->args[arg_index].descr;
+                    }
+                    arg_index++;
+                }
+            } else if (c == '%') {
+                const std::type_info *t = types[type_index++];
+                if (!t) 
+                    throw std::runtime_error("Internal error while generating type signature (1)");
+                auto it = registered_types.find(t);
+                if (it != registered_types.end()) {
+                    signature += it->second.type->tp_name;
+                } else {
+                    std::string tname(t->name());
+                    detail::clean_type_id(tname);
+                    signature += tname;
+                }
+            } else {
+                signature += c;
+            }
+        }
+        if (type_depth != 0 && types[type_index ] != nullptr)
+            throw std::runtime_error("Internal error while generating type signature (2)");
+
+        #if !defined(PYBIND11_CPP14)
+            delete[] types;
+            delete[] text;
+        #endif
 
 #if PY_MAJOR_VERSION < 3
-        if (strcmp(m_entry->name, "__next__") == 0)
+        if (strcmp(m_entry->name, "__next__") == 0) {
-            m_entry->name = "next";
+            free(m_entry->name);
+            m_entry->name = strdup("next");
+        }
 #endif
 
         if (!m_entry->args.empty() && (int) m_entry->args.size() != args)
@@ -348,7 +406,8 @@ private:
                 " pybind11::arg entries were specified!");
 
         m_entry->is_constructor = !strcmp(m_entry->name, "__init__");
-        //m_entry->signature = descr.str(); // XXX
+        m_entry->signature = strdup(signature.c_str());
+        m_entry->args.shrink_to_fit();
 
 #if PY_MAJOR_VERSION < 3
         if (m_entry->sibling && PyMethod_Check(m_entry->sibling))
@@ -360,10 +419,10 @@ private:
             capsule entry_capsule(PyCFunction_GetSelf(m_entry->sibling), true);
             s_entry = (function_entry *) entry_capsule;
             if (s_entry->class_ != m_entry->class_)
-                s_entry = nullptr; /* Method override */
+                s_entry = nullptr; /* Overridden method, don't append to parent class overloads */
         }
 
-        if (!s_entry) {
+        if (!s_entry) { /* No existing overload was found, create a function object */
             m_entry->def = new PyMethodDef();
             memset(m_entry->def, 0, sizeof(PyMethodDef));
             m_entry->def->ml_name = m_entry->name;
@@ -385,19 +444,24 @@ private:
         std::string signatures;
         int index = 0;
         function_entry *it = entry;
-        while (it) { /* Create pydoc entry */
+        while (it) { /* Create pydoc entry including all function signatures and docstrings of the overload chain */
             if (s_entry)
                 signatures += std::to_string(++index) + ". ";
-            //signatures += "Signature : " + std::string(it->signature) + "\n"; XXX
+            signatures += "Signature : ";
-            if (it->doc && strlen(it->doc) > 0)
+            signatures += it->signature;
-                signatures += "\n" + std::string(it->doc) + "\n";
+            signatures += "\n";
+            if (it->doc && strlen(it->doc) > 0) {
+                signatures += "\n";
+                signatures += it->doc;
+                signatures += "\n";
+            }
             if (it->next)
                 signatures += "\n";
             it = it->next;
         }
         PyCFunctionObject *func = (PyCFunctionObject *) m_ptr;
         if (func->m_ml->ml_doc)
-            std::free((char *) func->m_ml->ml_doc);
+            free((char *) func->m_ml->ml_doc);
         func->m_ml->ml_doc = strdup(signatures.c_str());
         if (entry->class_) {
 #if PY_MAJOR_VERSION >= 3
@@ -522,7 +586,8 @@ public:
         /* Needed by pydoc */
         attr("__module__") = scope_name;
 
-        auto &type_info = detail::get_internals().registered_types[tinfo];
+        auto &registered_types = get_internals().registered_types;
+        auto &type_info = registered_types[tinfo];
         type_info.type = (PyTypeObject *) m_ptr;
         type_info.type_size = type_size;
         type_info.init_holder = init_holder;

include/pybind11/stl.h

@@ -55,23 +55,23 @@ public:
         }
         return list.release();
     }
-    PYBIND11_TYPE_CASTER(type, detail::descr("list<") + value_conv::name() + detail::descr(">"));
+    PYBIND11_TYPE_CASTER(type, _("list<") + value_conv::name() + _(">"));
 };
 
-template <typename Value, typename Compare, typename Alloc> struct type_caster<std::set<Value, Compare, Alloc>> {
+template <typename Key, typename Compare, typename Alloc> struct type_caster<std::set<Key, Compare, Alloc>> {
-    typedef std::set<Value, Compare, Alloc> type;
+    typedef std::set<Key, Compare, Alloc> type;
-    typedef type_caster<Value> value_conv;
+    typedef type_caster<Key> key_conv;
 public:
     bool load(PyObject *src, bool convert) {
         pybind11::set s(src, true);
         if (!s.check())
             return false;
         value.clear();
-        value_conv conv;
+        key_conv conv;
         for (const object &o: s) {
             if (!conv.load((PyObject *) o.ptr(), convert))
                 return false;
-            value.insert((Value) conv);
+            value.insert((Key) conv);
         }
         return true;
     }
@@ -81,13 +81,13 @@ public:
         if (!set)
             return nullptr;
         for (auto const &value: src) {
-            object value_(value_conv::cast(value, policy, parent), false);
+            object value_(key_conv::cast(value, policy, parent), false);
             if (!value_ || PySet_Add(set.ptr(), value_.ptr()) != 0)
                 return nullptr;
         }
         return set.release();
     }
-    PYBIND11_TYPE_CASTER(type, detail::descr("set<") + value_conv::name() + detail::descr(">"));
+    PYBIND11_TYPE_CASTER(type, _("set<") + key_conv::name() + _(">"));
 };
 
 template <typename Key, typename Value, typename Compare, typename Alloc> struct type_caster<std::map<Key, Value, Compare, Alloc>> {
@@ -126,7 +126,7 @@ public:
         return dict.release();
     }
 
-    PYBIND11_TYPE_CASTER(type, detail::descr("dict<") + key_conv::name() + detail::descr(", ") + value_conv::name() + detail::descr(">"));
+    PYBIND11_TYPE_CASTER(type, _("dict<") + key_conv::name() + _(", ") + value_conv::name() + _(">"));
 };
 
 NAMESPACE_END(detail)