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[bindings] Add custom ref_cycle annotation
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Introduce the new annotation internal::ref_cycle<M, N>(). It will eventually
replace existing cyclic py::keep_alive<>() annotations (which do their job, but
leak their participants forever). The participants of ref_cycle<>() will be
garbage collectible, so that applications can run loops that use various drake
components without exhausting memory.

This patch just adds the implementation and its unit test.
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rpoyner-tri committed Oct 25, 2024
1 parent babaaf8 commit 6e2eda9
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31 changes: 31 additions & 0 deletions bindings/pydrake/common/BUILD.bazel
Original file line number Diff line number Diff line change
Expand Up @@ -234,6 +234,20 @@ drake_cc_library(
],
)

drake_cc_library(
name = "ref_cycle_pybind",
srcs = ["ref_cycle_pybind.cc"],
hdrs = ["ref_cycle_pybind.h"],
declare_installed_headers = 0,
visibility = ["//visibility:public"],
deps = [
"//bindings/pydrake:pydrake_pybind",
"//common:essential",
"@fmt",
"@pybind11",
],
)

# N.B. Any C++ libraries that include this must include `cpp_template_py` when
# being used in Python.
drake_cc_library(
Expand Down Expand Up @@ -492,6 +506,23 @@ drake_py_unittest(
],
)

drake_pybind_library(
name = "ref_cycle_test_util_py",
testonly = True,
add_install = False,
cc_deps = [":ref_cycle_pybind"],
cc_srcs = ["test/ref_cycle_test_util_py.cc"],
package_info = PACKAGE_INFO,
)

drake_py_unittest(
name = "ref_cycle_test",
deps = [
":common",
":ref_cycle_test_util_py",
],
)

drake_py_unittest(
name = "schema_test",
deps = [
Expand Down
100 changes: 100 additions & 0 deletions bindings/pydrake/common/ref_cycle_pybind.cc
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@@ -0,0 +1,100 @@
#include "drake/bindings/pydrake/common/ref_cycle_pybind.h"

#include <fmt/format.h>

#include "drake/common/drake_assert.h"
#include "drake/common/drake_throw.h"

namespace drake {
namespace pydrake {

using py::handle;
using py::detail::function_call;

namespace internal {

namespace {

void make_ref_cycle(handle p0, handle p1) {
DRAKE_DEMAND(static_cast<bool>(p0));
DRAKE_DEMAND(static_cast<bool>(p1));
DRAKE_DEMAND(!p0.is_none());
DRAKE_DEMAND(!p1.is_none());
DRAKE_DEMAND(PyType_IS_GC(Py_TYPE(p0.ptr())));
DRAKE_DEMAND(PyType_IS_GC(Py_TYPE(p1.ptr())));

// Each peer will have a new/updated attribute, containing a set of
// handles. Insert each into the other's handle set. Create the set first
// if it is not yet existing.
auto make_link = [](handle a, handle b) {
static const char refcycle_peers[] = "_pydrake_internal_ref_cycle_peers";
if (!hasattr(a, refcycle_peers)) {
py::set new_set;
DRAKE_DEMAND(PyType_IS_GC(Py_TYPE(new_set.ptr())));
a.attr(refcycle_peers) = new_set;
}
handle peers = a.attr(refcycle_peers);
// Ensure the proper ref count on the `peers` set. If it is > 1, the
// objects will live forever. If it is < 1, the cycle will just be deleted
// immediately.
DRAKE_DEMAND(Py_REFCNT(peers.ptr()) == 1);
PySet_Add(peers.ptr(), b.ptr());
};
make_link(p0, p1);
make_link(p1, p0);
}

} // namespace

void ref_cycle_impl(
size_t peer0, size_t peer1, const function_call& call, handle ret) {
// Returns the handle selected by the given index. Throws if the index is
// invalid.
auto get_arg = [&](size_t n) -> handle {
if (n == 0) {
return ret;
}
if (n == 1 && call.init_self) {
return call.init_self;
}
if (n <= call.args.size()) {
return call.args[n - 1];
}
py::pybind11_fail(fmt::format(
"Could not activate ref_cycle: index {} is invalid for function '{}'",
n, call.func.name));
};
handle p0 = get_arg(peer0);
handle p1 = get_arg(peer1);

// Returns false if the handle's value is None. Throws if the handle's value
// is not of a garbage-collectable type.
auto check_handle = [&](size_t n, handle p) -> bool {
if (p.is_none()) {
return false;
}
// Among the reasons the following check may fail is that one of the
// participating pybind11::class_ types does not declare
// pybind11::dynamic_attr().
if (!PyType_IS_GC(Py_TYPE(p.ptr()))) {
py::pybind11_fail(fmt::format(
"Could not activate ref_cycle: object type at index {} for "
"function '{}' is not tracked by garbage collection. Was the object "
"defined with `pybind11::class_<...>(... pybind11::dynamic_attr())`?",
n, call.func.name));
}
return true;
};
if (!check_handle(peer0, p0) || !check_handle(peer1, p1)) {
// At least one of the handles is None. We can't construct a ref-cycle, but
// neither should we complain. A None variable value could happen for any
// number of legitimate reasons, and does not mean that the ref_cycle call
// policy is defective.
return;
}
make_ref_cycle(p0, p1);
}

} // namespace internal
} // namespace pydrake
} // namespace drake
93 changes: 93 additions & 0 deletions bindings/pydrake/common/ref_cycle_pybind.h
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@@ -0,0 +1,93 @@
#pragma once

#include "drake/bindings/pydrake/pydrake_pybind.h"

namespace drake {
namespace pydrake {
namespace internal {

/* pydrake::internal::ref_cycle is a custom call policy for pybind11.
For an overview of other call policies, See
https://pybind11.readthedocs.io/en/stable/advanced/functions.html#additional-call-policies
`ref_cycle` creates a reference count cycle that Python's cyclic garbage
collection can find and collect, once the cycle's objects are no longer
reachable.
Both peer objects must be either ordinary python objects or pybind11 classes
that were defined with the dynamic_attr() annotation. If either of the peer
objects is a pybind11 class not defined with py::dynamic_attr(), the
binding will raise an exception at the time the function or method is
called. The error message will complain about objects not being tracked by
garbage collection. By default pybind11 python objects are not tracked; the
dynamic_attr() annotation makes sure the objects are tracked. Also, it
ensures that the implementation of `ref_cycle` can create and assign a new
attribute dynamically, which is how the garbage collectible bookkeeping is
accomplished.
`ref_cycle` causes each object to refer to the other in a cycle. It is
bidirectional and symmetric. The order of the template arguments does not
matter.
Note the consequences for object lifetimes:
* M keeps N alive, and N keeps M alive.
* Neither object is destroyed until:
* both are unreachable, and
* garbage collection runs.
@tparam Peer0 an argument index
@tparam Peer1 an argument index
The argument index starts at 1; for methods, `self` is at index 1. Index 0
denotes the return value.
*/
template <size_t Peer0, size_t Peer1>
struct ref_cycle {};

/* This function is used in the template below to select peers by call/return
index. */
void ref_cycle_impl(size_t peer0, size_t peer1,
const py::detail::function_call& call, py::handle ret);

} // namespace internal
} // namespace pydrake
} // namespace drake

namespace pybind11 {
namespace detail {

// Provide a specialization of the pybind11 internal process_attribute
// template; this allows writing an annotation that works seamlessly in
// bindings definitions.
template <size_t Peer0, size_t Peer1>
class process_attribute<drake::pydrake::internal::ref_cycle<Peer0, Peer1>>
: public process_attribute_default<
drake::pydrake::internal::ref_cycle<Peer0, Peer1>> {
public:
// NOLINTNEXTLINE(runtime/references)
static void precall(function_call& call) {
// Only generate code if this invocation doesn't need the return value.
if constexpr (!needs_return_value()) {
drake::pydrake::internal::ref_cycle_impl(Peer0, Peer1, call, handle());
}
}

// NOLINTNEXTLINE(runtime/references)
static void postcall(function_call& call, handle ret) {
// Only generate code if this invocation *does* need the return value.
if constexpr (needs_return_value()) {
drake::pydrake::internal::ref_cycle_impl(Peer0, Peer1, call, ret);
}
}

private:
// Returns true if either template parameter denotes the return value.
static constexpr bool needs_return_value() {
return Peer0 == 0 || Peer1 == 0;
}
};

} // namespace detail
} // namespace pybind11
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