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Improve documentation of Python and C++ exceptions (#2408)
The main change is to treat error_already_set as a separate category of exception that arises in different circumstances and needs to be handled differently. The asymmetry between Python and C++ exceptions is further emphasized.
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@ -38,3 +38,4 @@ sosize-*.txt
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pybind11Config*.cmake
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pybind11Targets.cmake
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/*env*
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/.vscode
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@ -1,18 +1,24 @@
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Exceptions
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##########
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Built-in exception translation
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==============================
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Built-in C++ to Python exception translation
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============================================
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When C++ code invoked from Python throws an ``std::exception``, it is
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automatically converted into a Python ``Exception``. pybind11 defines multiple
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special exception classes that will map to different types of Python
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exceptions:
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When Python calls C++ code through pybind11, pybind11 provides a C++ exception handler
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that will trap C++ exceptions, translate them to the corresponding Python exception,
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and raise them so that Python code can handle them.
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pybind11 defines translations for ``std::exception`` and its standard
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subclasses, and several special exception classes that translate to specific
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Python exceptions. Note that these are not actually Python exceptions, so they
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cannot be examined using the Python C API. Instead, they are pure C++ objects
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that pybind11 will translate the corresponding Python exception when they arrive
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at its exception handler.
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.. tabularcolumns:: |p{0.5\textwidth}|p{0.45\textwidth}|
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+--------------------------------------+--------------------------------------+
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| C++ exception type | Python exception type |
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| Exception thrown by C++ | Translated to Python exception type |
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+======================================+======================================+
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| :class:`std::exception` | ``RuntimeError`` |
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+--------------------------------------+--------------------------------------+
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@ -46,22 +52,11 @@ exceptions:
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| | ``__setitem__`` in dict-like |
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| | objects, etc.) |
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+--------------------------------------+--------------------------------------+
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| :class:`pybind11::error_already_set` | Indicates that the Python exception |
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| | flag has already been set via Python |
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| | API calls from C++ code; this C++ |
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| | exception is used to propagate such |
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| | a Python exception back to Python. |
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+--------------------------------------+--------------------------------------+
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When a Python function invoked from C++ throws an exception, pybind11 will convert
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it into a C++ exception of type :class:`error_already_set` whose string payload
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contains a textual summary. If you call the Python C-API directly, and it
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returns an error, you should ``throw py::error_already_set();``, which allows
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pybind11 to deal with the exception and pass it back to the Python interpreter.
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(Another option is to call ``PyErr_Clear`` in the
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`Python C-API <https://docs.python.org/3/c-api/exceptions.html#c.PyErr_Clear>`_
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to clear the error. The Python error must be thrown or cleared, or Python/pybind11
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will be left in an invalid state.)
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Exception translation is not bidirectional. That is, *catching* the C++
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exceptions defined above above will not trap exceptions that originate from
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Python. For that, catch :class:`pybind11::error_already_set`. See :ref:`below
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<handling_python_exceptions_cpp>` for further details.
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There is also a special exception :class:`cast_error` that is thrown by
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:func:`handle::call` when the input arguments cannot be converted to Python
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@ -106,7 +101,6 @@ and use this in the associated exception translator (note: it is often useful
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to make this a static declaration when using it inside a lambda expression
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without requiring capturing).
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The following example demonstrates this for a hypothetical exception classes
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``MyCustomException`` and ``OtherException``: the first is translated to a
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custom python exception ``MyCustomError``, while the second is translated to a
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@ -140,7 +134,7 @@ section.
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.. note::
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You must call either ``PyErr_SetString`` or a custom exception's call
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Call either ``PyErr_SetString`` or a custom exception's call
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operator (``exc(string)``) for every exception caught in a custom exception
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translator. Failure to do so will cause Python to crash with ``SystemError:
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error return without exception set``.
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@ -149,6 +143,103 @@ section.
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may be explicitly (re-)thrown to delegate it to the other,
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previously-declared existing exception translators.
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.. _handling_python_exceptions_cpp:
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Handling exceptions from Python in C++
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======================================
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When C++ calls Python functions, such as in a callback function or when
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manipulating Python objects, and Python raises an ``Exception``, pybind11
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converts the Python exception into a C++ exception of type
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:class:`pybind11::error_already_set` whose payload contains a C++ string textual
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summary and the actual Python exception. ``error_already_set`` is used to
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propagate Python exception back to Python (or possibly, handle them in C++).
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.. tabularcolumns:: |p{0.5\textwidth}|p{0.45\textwidth}|
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+--------------------------------------+--------------------------------------+
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| Exception raised in Python | Thrown as C++ exception type |
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+======================================+======================================+
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| Any Python ``Exception`` | :class:`pybind11::error_already_set` |
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+--------------------------------------+--------------------------------------+
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For example:
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.. code-block:: cpp
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try {
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// open("missing.txt", "r")
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auto file = py::module::import("io").attr("open")("missing.txt", "r");
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auto text = file.attr("read")();
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file.attr("close")();
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} catch (py::error_already_set &e) {
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if (e.matches(PyExc_FileNotFoundError)) {
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py::print("missing.txt not found");
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} else if (e.match(PyExc_PermissionError)) {
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py::print("missing.txt found but not accessible");
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} else {
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throw;
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}
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}
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Note that C++ to Python exception translation does not apply here, since that is
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a method for translating C++ exceptions to Python, not vice versa. The error raised
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from Python is always ``error_already_set``.
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This example illustrates this behavior:
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.. code-block:: cpp
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try {
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py::eval("raise ValueError('The Ring')");
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} catch (py::value_error &boromir) {
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// Boromir never gets the ring
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assert(false);
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} catch (py::error_already_set &frodo) {
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// Frodo gets the ring
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py::print("I will take the ring");
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}
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try {
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// py::value_error is a request for pybind11 to raise a Python exception
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throw py::value_error("The ball");
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} catch (py::error_already_set &cat) {
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// cat won't catch the ball since
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// py::value_error is not a Python exception
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assert(false);
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} catch (py::value_error &dog) {
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// dog will catch the ball
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py::print("Run Spot run");
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throw; // Throw it again (pybind11 will raise ValueError)
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}
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Handling errors from the Python C API
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=====================================
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Where possible, use :ref:`pybind11 wrappers <wrappers>` instead of calling
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the Python C API directly. When calling the Python C API directly, in
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addition to manually managing reference counts, one must follow the pybind11
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error protocol, which is outlined here.
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After calling the Python C API, if Python returns an error,
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``throw py::error_already_set();``, which allows pybind11 to deal with the
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exception and pass it back to the Python interpreter. This includes calls to
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the error setting functions such as ``PyErr_SetString``.
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.. code-block:: cpp
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PyErr_SetString(PyExc_TypeError, "C API type error demo");
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throw py::error_already_set();
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// But it would be easier to simply...
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throw py::type_error("pybind11 wrapper type error");
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Alternately, to ignore the error, call `PyErr_Clear
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<https://docs.python.org/3/c-api/exceptions.html#c.PyErr_Clear>`_.
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Any Python error must be thrown or cleared, or Python/pybind11 will be left in
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an invalid state.
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.. _unraisable_exceptions:
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Handling unraisable exceptions
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@ -156,20 +247,24 @@ Handling unraisable exceptions
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If a Python function invoked from a C++ destructor or any function marked
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``noexcept(true)`` (collectively, "noexcept functions") throws an exception, there
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is no way to propagate the exception, as such functions may not throw at
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run-time.
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is no way to propagate the exception, as such functions may not throw.
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Should they throw or fail to catch any exceptions in their call graph,
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the C++ runtime calls ``std::terminate()`` to abort immediately.
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Neither Python nor C++ allow exceptions raised in a noexcept function to propagate. In
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Python, an exception raised in a class's ``__del__`` method is logged as an
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unraisable error. In Python 3.8+, a system hook is triggered and an auditing
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event is logged. In C++, ``std::terminate()`` is called to abort immediately.
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Similarly, Python exceptions raised in a class's ``__del__`` method do not
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propagate, but are logged by Python as an unraisable error. In Python 3.8+, a
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`system hook is triggered
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<https://docs.python.org/3/library/sys.html#sys.unraisablehook>`_
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and an auditing event is logged.
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Any noexcept function should have a try-catch block that traps
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class:`error_already_set` (or any other exception that can occur). Note that pybind11
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wrappers around Python exceptions such as :class:`pybind11::value_error` are *not*
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Python exceptions; they are C++ exceptions that pybind11 catches and converts to
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Python exceptions. Noexcept functions cannot propagate these exceptions either.
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You can convert them to Python exceptions and then discard as unraisable.
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class:`error_already_set` (or any other exception that can occur). Note that
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pybind11 wrappers around Python exceptions such as
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:class:`pybind11::value_error` are *not* Python exceptions; they are C++
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exceptions that pybind11 catches and converts to Python exceptions. Noexcept
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functions cannot propagate these exceptions either. A useful approach is to
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convert them to Python exceptions and then ``discard_as_unraisable`` as shown
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below.
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.. code-block:: cpp
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@ -183,8 +278,6 @@ You can convert them to Python exceptions and then discard as unraisable.
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eas.discard_as_unraisable(__func__);
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} catch (const std::exception &e) {
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// Log and discard C++ exceptions.
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// (We cannot use discard_as_unraisable, since we have a generic C++
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// exception, not an exception that originated from Python.)
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third_party::log(e);
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}
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}
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Python types
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############
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.. _wrappers:
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Available wrappers
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==================
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@ -168,3 +170,11 @@ Generalized unpacking according to PEP448_ is also supported:
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Python functions from C++, including keywords arguments and unpacking.
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.. _PEP448: https://www.python.org/dev/peps/pep-0448/
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Handling exceptions
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===================
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Python exceptions from wrapper classes will be thrown as a ``py::error_already_set``.
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See :ref:`Handling exceptions from Python in C++
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<handling_python_exceptions_cpp>` for more information on handling exceptions
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raised when calling C++ wrapper classes.
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