peacock-data-public-datasets-idc-cronscript
/
venv
/lib
/python3.10
/site-packages
/pyarrow
/src
/arrow
/python
/common.h
// Licensed to the Apache Software Foundation (ASF) under one | |
// or more contributor license agreements. See the NOTICE file | |
// distributed with this work for additional information | |
// regarding copyright ownership. The ASF licenses this file | |
// to you under the Apache License, Version 2.0 (the | |
// "License"); you may not use this file except in compliance | |
// with the License. You may obtain a copy of the License at | |
// | |
// http://www.apache.org/licenses/LICENSE-2.0 | |
// | |
// Unless required by applicable law or agreed to in writing, | |
// software distributed under the License is distributed on an | |
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | |
// KIND, either express or implied. See the License for the | |
// specific language governing permissions and limitations | |
// under the License. | |
namespace arrow { | |
class MemoryPool; | |
template <class T> | |
class Result; | |
namespace py { | |
// Convert current Python error to a Status. The Python error state is cleared | |
// and can be restored with RestorePyError(). | |
ARROW_PYTHON_EXPORT Status ConvertPyError(StatusCode code = StatusCode::UnknownError); | |
// Query whether the given Status is a Python error (as wrapped by ConvertPyError()). | |
ARROW_PYTHON_EXPORT bool IsPyError(const Status& status); | |
// Restore a Python error wrapped in a Status. | |
ARROW_PYTHON_EXPORT void RestorePyError(const Status& status); | |
// Catch a pending Python exception and return the corresponding Status. | |
// If no exception is pending, Status::OK() is returned. | |
inline Status CheckPyError(StatusCode code = StatusCode::UnknownError) { | |
if (ARROW_PREDICT_TRUE(!PyErr_Occurred())) { | |
return Status::OK(); | |
} else { | |
return ConvertPyError(code); | |
} | |
} | |
// For Cython, as you can't define template C++ functions in Cython, only use them. | |
// This function can set a Python exception. It assumes that T has a (cheap) | |
// default constructor. | |
template <class T> | |
T GetResultValue(Result<T> result) { | |
if (ARROW_PREDICT_TRUE(result.ok())) { | |
return *std::move(result); | |
} else { | |
int r = internal::check_status(result.status()); // takes the GIL | |
assert(r == -1); // should have errored out | |
ARROW_UNUSED(r); | |
return {}; | |
} | |
} | |
/// \brief Wrap a Result and return the corresponding Python object. | |
/// | |
/// If the Result is successful, py_wrapper is called with its result value | |
/// and should return a PyObject*. If py_wrapper is successful (returns | |
/// a non-NULL value), its return value is returned. | |
/// | |
/// If either the Result or py_wrapper fails, the associated Python exception | |
/// is raised and NULL is returned. | |
// | |
/// \param result The Result whose value to wrap in a Python object. | |
/// \param py_wrapper A function (likely defined in Cython) to convert the C++ | |
/// value of the Result to a Python object. | |
/// \return A new Python reference, or NULL if an exception occurred | |
template <typename T, typename PyWrapper = PyObject* (*)(T)> | |
PyObject* WrapResult(Result<T> result, PyWrapper&& py_wrapper) { | |
static_assert(std::is_same_v<PyObject*, decltype(py_wrapper(std::declval<T>()))>, | |
"PyWrapper argument to WrapResult should return a PyObject* " | |
"when called with a T*"); | |
Status st = result.status(); | |
if (st.ok()) { | |
PyObject* py_value = py_wrapper(result.MoveValueUnsafe()); | |
st = CheckPyError(); | |
if (st.ok()) { | |
return py_value; | |
} | |
Py_XDECREF(py_value); // should be null, but who knows | |
} | |
// Status is an error, convert it to an exception. | |
return internal::convert_status(st); | |
} | |
// A RAII-style helper that ensures the GIL is acquired inside a lexical block. | |
class ARROW_PYTHON_EXPORT PyAcquireGIL { | |
public: | |
PyAcquireGIL() : acquired_gil_(false) { acquire(); } | |
~PyAcquireGIL() { release(); } | |
void acquire() { | |
if (!acquired_gil_) { | |
state_ = PyGILState_Ensure(); | |
acquired_gil_ = true; | |
} | |
} | |
// idempotent | |
void release() { | |
if (acquired_gil_) { | |
PyGILState_Release(state_); | |
acquired_gil_ = false; | |
} | |
} | |
private: | |
bool acquired_gil_; | |
PyGILState_STATE state_; | |
ARROW_DISALLOW_COPY_AND_ASSIGN(PyAcquireGIL); | |
}; | |
// A RAII-style helper that releases the GIL until the end of a lexical block | |
class ARROW_PYTHON_EXPORT PyReleaseGIL { | |
public: | |
PyReleaseGIL() : ptr_(PyEval_SaveThread(), &unique_ptr_deleter) {} | |
private: | |
static void unique_ptr_deleter(PyThreadState* state) { | |
if (state) { | |
PyEval_RestoreThread(state); | |
} | |
} | |
std::unique_ptr<PyThreadState, decltype(&unique_ptr_deleter)> ptr_; | |
}; | |
// A helper to call safely into the Python interpreter from arbitrary C++ code. | |
// The GIL is acquired, and the current thread's error status is preserved. | |
template <typename Function> | |
auto SafeCallIntoPython(Function&& func) -> decltype(func()) { | |
PyAcquireGIL lock; | |
PyObject* exc_type; | |
PyObject* exc_value; | |
PyObject* exc_traceback; | |
PyErr_Fetch(&exc_type, &exc_value, &exc_traceback); | |
auto maybe_status = std::forward<Function>(func)(); | |
// If the return Status is a "Python error", the current Python error status | |
// describes the error and shouldn't be clobbered. | |
if (!IsPyError(::arrow::internal::GenericToStatus(maybe_status)) && | |
exc_type != NULLPTR) { | |
PyErr_Restore(exc_type, exc_value, exc_traceback); | |
} | |
return maybe_status; | |
} | |
template <typename Function> | |
auto SafeCallIntoPythonVoid(Function&& func) -> decltype(func()) { | |
PyAcquireGIL lock; | |
PyObject* exc_type; | |
PyObject* exc_value; | |
PyObject* exc_traceback; | |
PyErr_Fetch(&exc_type, &exc_value, &exc_traceback); | |
func(); | |
if (exc_type != NULLPTR) { | |
PyErr_Restore(exc_type, exc_value, exc_traceback); | |
} | |
} | |
// A RAII primitive that DECREFs the underlying PyObject* when it | |
// goes out of scope. | |
class ARROW_PYTHON_EXPORT OwnedRef { | |
public: | |
OwnedRef() : obj_(NULLPTR) {} | |
OwnedRef(OwnedRef&& other) : OwnedRef(other.detach()) {} | |
explicit OwnedRef(PyObject* obj) : obj_(obj) {} | |
OwnedRef& operator=(OwnedRef&& other) { | |
obj_ = other.detach(); | |
return *this; | |
} | |
~OwnedRef() { | |
// GH-38626: destructor may be called after the Python interpreter is finalized. | |
if (Py_IsInitialized()) { | |
reset(); | |
} | |
} | |
void reset(PyObject* obj) { | |
Py_XDECREF(obj_); | |
obj_ = obj; | |
} | |
void reset() { reset(NULLPTR); } | |
PyObject* detach() { | |
PyObject* result = obj_; | |
obj_ = NULLPTR; | |
return result; | |
} | |
PyObject* obj() const { return obj_; } | |
PyObject** ref() { return &obj_; } | |
operator bool() const { return obj_ != NULLPTR; } | |
private: | |
ARROW_DISALLOW_COPY_AND_ASSIGN(OwnedRef); | |
PyObject* obj_; | |
}; | |
// Same as OwnedRef, but ensures the GIL is taken when it goes out of scope. | |
// This is for situations where the GIL is not always known to be held | |
// (e.g. if it is released in the middle of a function for performance reasons) | |
class ARROW_PYTHON_EXPORT OwnedRefNoGIL : public OwnedRef { | |
public: | |
OwnedRefNoGIL() : OwnedRef() {} | |
OwnedRefNoGIL(OwnedRefNoGIL&& other) : OwnedRef(other.detach()) {} | |
explicit OwnedRefNoGIL(PyObject* obj) : OwnedRef(obj) {} | |
~OwnedRefNoGIL() { | |
// GH-38626: destructor may be called after the Python interpreter is finalized. | |
if (Py_IsInitialized() && obj() != NULLPTR) { | |
PyAcquireGIL lock; | |
reset(); | |
} | |
} | |
}; | |
template <template <typename...> typename SmartPtr, typename... Ts> | |
class SmartPtrNoGIL : public SmartPtr<Ts...> { | |
using Base = SmartPtr<Ts...>; | |
public: | |
template <typename... Args> | |
SmartPtrNoGIL(Args&&... args) : Base(std::forward<Args>(args)...) {} | |
~SmartPtrNoGIL() { reset(); } | |
template <typename... Args> | |
void reset(Args&&... args) { | |
auto release_guard = optional_gil_release(); | |
Base::reset(std::forward<Args>(args)...); | |
} | |
template <typename V> | |
SmartPtrNoGIL& operator=(V&& v) { | |
auto release_guard = optional_gil_release(); | |
Base::operator=(std::forward<V>(v)); | |
return *this; | |
} | |
private: | |
// Only release the GIL if we own an object *and* the Python runtime is | |
// valid *and* the GIL is held. | |
std::optional<PyReleaseGIL> optional_gil_release() const { | |
if (this->get() != nullptr && Py_IsInitialized() && PyGILState_Check()) { | |
return PyReleaseGIL(); | |
} | |
return {}; | |
} | |
}; | |
/// \brief A std::shared_ptr<T, ...> subclass that releases the GIL when destroying T | |
template <typename... Ts> | |
using SharedPtrNoGIL = SmartPtrNoGIL<std::shared_ptr, Ts...>; | |
/// \brief A std::unique_ptr<T, ...> subclass that releases the GIL when destroying T | |
template <typename... Ts> | |
using UniquePtrNoGIL = SmartPtrNoGIL<std::unique_ptr, Ts...>; | |
template <typename Fn> | |
struct BoundFunction; | |
template <typename... Args> | |
struct BoundFunction<void(PyObject*, Args...)> { | |
// We bind `cdef void fn(object, ...)` to get a `Status(...)` | |
// where the Status contains any Python error raised by `fn` | |
using Unbound = void(PyObject*, Args...); | |
using Bound = Status(Args...); | |
BoundFunction(Unbound* unbound, PyObject* bound_arg) | |
: unbound_(unbound), bound_arg_(bound_arg) {} | |
Status Invoke(Args... args) const { | |
PyAcquireGIL lock; | |
unbound_(bound_arg_.obj(), std::forward<Args>(args)...); | |
RETURN_IF_PYERROR(); | |
return Status::OK(); | |
} | |
Unbound* unbound_; | |
OwnedRefNoGIL bound_arg_; | |
}; | |
template <typename Return, typename... Args> | |
struct BoundFunction<Return(PyObject*, Args...)> { | |
// We bind `cdef Return fn(object, ...)` to get a `Result<Return>(...)` | |
// where the Result contains any Python error raised by `fn` or the | |
// return value from `fn`. | |
using Unbound = Return(PyObject*, Args...); | |
using Bound = Result<Return>(Args...); | |
BoundFunction(Unbound* unbound, PyObject* bound_arg) | |
: unbound_(unbound), bound_arg_(bound_arg) {} | |
Result<Return> Invoke(Args... args) const { | |
PyAcquireGIL lock; | |
Return ret = unbound_(bound_arg_.obj(), std::forward<Args>(args)...); | |
RETURN_IF_PYERROR(); | |
return ret; | |
} | |
Unbound* unbound_; | |
OwnedRefNoGIL bound_arg_; | |
}; | |
template <typename OutFn, typename Return, typename... Args> | |
std::function<OutFn> BindFunction(Return (*unbound)(PyObject*, Args...), | |
PyObject* bound_arg) { | |
using Fn = BoundFunction<Return(PyObject*, Args...)>; | |
static_assert(std::is_same<typename Fn::Bound, OutFn>::value, | |
"requested bound function of unsupported type"); | |
Py_XINCREF(bound_arg); | |
auto bound_fn = std::make_shared<Fn>(unbound, bound_arg); | |
return | |
[bound_fn](Args... args) { return bound_fn->Invoke(std::forward<Args>(args)...); }; | |
} | |
// A temporary conversion of a Python object to a bytes area. | |
struct PyBytesView { | |
const char* bytes; | |
Py_ssize_t size; | |
bool is_utf8; | |
static Result<PyBytesView> FromString(PyObject* obj, bool check_utf8 = false) { | |
PyBytesView self; | |
ARROW_RETURN_NOT_OK(self.ParseString(obj, check_utf8)); | |
return std::move(self); | |
} | |
static Result<PyBytesView> FromUnicode(PyObject* obj) { | |
PyBytesView self; | |
ARROW_RETURN_NOT_OK(self.ParseUnicode(obj)); | |
return std::move(self); | |
} | |
static Result<PyBytesView> FromBinary(PyObject* obj) { | |
PyBytesView self; | |
ARROW_RETURN_NOT_OK(self.ParseBinary(obj)); | |
return std::move(self); | |
} | |
// View the given Python object as string-like, i.e. str or (utf8) bytes | |
Status ParseString(PyObject* obj, bool check_utf8 = false) { | |
if (PyUnicode_Check(obj)) { | |
return ParseUnicode(obj); | |
} else { | |
ARROW_RETURN_NOT_OK(ParseBinary(obj)); | |
if (check_utf8) { | |
// Check the bytes are utf8 utf-8 | |
OwnedRef decoded(PyUnicode_FromStringAndSize(bytes, size)); | |
if (ARROW_PREDICT_TRUE(!PyErr_Occurred())) { | |
is_utf8 = true; | |
} else { | |
PyErr_Clear(); | |
is_utf8 = false; | |
} | |
} | |
return Status::OK(); | |
} | |
} | |
// View the given Python object as unicode string | |
Status ParseUnicode(PyObject* obj) { | |
// The utf-8 representation is cached on the unicode object | |
bytes = PyUnicode_AsUTF8AndSize(obj, &size); | |
RETURN_IF_PYERROR(); | |
is_utf8 = true; | |
return Status::OK(); | |
} | |
// View the given Python object as binary-like, i.e. bytes | |
Status ParseBinary(PyObject* obj) { | |
if (PyBytes_Check(obj)) { | |
bytes = PyBytes_AS_STRING(obj); | |
size = PyBytes_GET_SIZE(obj); | |
is_utf8 = false; | |
} else if (PyByteArray_Check(obj)) { | |
bytes = PyByteArray_AS_STRING(obj); | |
size = PyByteArray_GET_SIZE(obj); | |
is_utf8 = false; | |
} else if (PyMemoryView_Check(obj)) { | |
PyObject* ref = PyMemoryView_GetContiguous(obj, PyBUF_READ, 'C'); | |
RETURN_IF_PYERROR(); | |
Py_buffer* buffer = PyMemoryView_GET_BUFFER(ref); | |
bytes = reinterpret_cast<const char*>(buffer->buf); | |
size = buffer->len; | |
is_utf8 = false; | |
} else { | |
return Status::TypeError("Expected bytes, got a '", Py_TYPE(obj)->tp_name, | |
"' object"); | |
} | |
return Status::OK(); | |
} | |
protected: | |
OwnedRef ref; | |
}; | |
class ARROW_PYTHON_EXPORT PyBuffer : public Buffer { | |
public: | |
/// While memoryview objects support multi-dimensional buffers, PyBuffer only supports | |
/// one-dimensional byte buffers. | |
~PyBuffer(); | |
static Result<std::shared_ptr<Buffer>> FromPyObject(PyObject* obj); | |
private: | |
PyBuffer(); | |
Status Init(PyObject*); | |
Py_buffer py_buf_; | |
}; | |
// Return the common PyArrow memory pool | |
ARROW_PYTHON_EXPORT void set_default_memory_pool(MemoryPool* pool); | |
ARROW_PYTHON_EXPORT MemoryPool* get_memory_pool(); | |
// This is annoying: because C++11 does not allow implicit conversion of string | |
// literals to non-const char*, we need to go through some gymnastics to use | |
// PyObject_CallMethod without a lot of pain (its arguments are non-const | |
// char*) | |
template <typename... ArgTypes> | |
static inline PyObject* cpp_PyObject_CallMethod(PyObject* obj, const char* method_name, | |
const char* argspec, ArgTypes... args) { | |
return PyObject_CallMethod(obj, const_cast<char*>(method_name), | |
const_cast<char*>(argspec), args...); | |
} | |
} // namespace py | |
} // namespace arrow | |