Implement fast deferred-decoding Python stack trace class.
PiperOrigin-RevId: 315634209 Change-Id: Iac2a77dd98cabafefe54cabec1bdde025950eb8d
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@ -1070,6 +1070,7 @@ cc_library(
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deps = [
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"//tensorflow/core:lib",
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"//tensorflow/core:script_ops_op_lib",
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"//tensorflow/core/platform:logging",
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"//third_party/python_runtime:headers",
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],
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)
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@ -5623,6 +5624,19 @@ tf_py_test(
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],
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)
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cc_library(
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name = "stack_trace",
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srcs = ["util/stack_trace.cc"],
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hdrs = ["util/stack_trace.h"],
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deps = [
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":py_util",
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"//third_party/python_runtime:headers", # buildcleaner: keep
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"@com_google_absl//absl/base:core_headers",
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"@com_google_absl//absl/synchronization",
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"@com_google_absl//absl/types:optional",
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],
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)
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py_library(
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name = "util",
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srcs = glob(
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@ -18,10 +18,6 @@ limitations under the License.
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// Place `<locale>` before <Python.h> to avoid build failure in macOS.
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#include <locale>
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// The empty line above is on purpose as otherwise clang-format will
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// automatically move <Python.h> before <locale>.
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#include <Python.h>
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#include "tensorflow/core/lib/core/errors.h"
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#include "tensorflow/core/lib/strings/strcat.h"
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@ -16,12 +16,24 @@ limitations under the License.
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#ifndef TENSORFLOW_PYTHON_LIB_CORE_PY_UTIL_H_
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#define TENSORFLOW_PYTHON_LIB_CORE_PY_UTIL_H_
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#include <Python.h>
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#include "tensorflow/core/platform/logging.h"
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#include "tensorflow/core/platform/types.h"
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namespace tensorflow {
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// Fetch the exception message as a string. An exception must be set
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// (PyErr_Occurred() must be true).
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string PyExceptionFetch();
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} // end namespace tensorflow
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// Assert that Python GIL is held.
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inline void DCheckPyGilState() {
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#if PY_MAJOR_VERSION >= 3 && PY_MINOR_VERSION >= 4
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DCHECK(PyGILState_Check());
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#endif
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}
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} // namespace tensorflow
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#endif // TENSORFLOW_PYTHON_LIB_CORE_PY_UTIL_H_
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@ -0,0 +1,52 @@
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/* Copyright 2020 The TensorFlow Authors. All Rights Reserved.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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==============================================================================*/
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#include "tensorflow/python/util/stack_trace.h"
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namespace {
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// Returns C string from a Python string object. Handles Python2/3 strings.
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// TODO(kkb): This is a generic Python utility function. factor out as a
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// utility.
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const char* GetPythonString(PyObject* o) {
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#if PY_MAJOR_VERSION >= 3
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if (PyBytes_Check(o)) {
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return PyBytes_AsString(o);
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} else {
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return PyUnicode_AsUTF8(o);
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}
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#else
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return PyBytes_AsString(o);
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#endif
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}
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} // namespace
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namespace tensorflow {
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std::string StackTrace::ToString() const {
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DCheckPyGilState();
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std::ostringstream result;
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for (int i = size_ - 1; i >= 0; --i) {
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result << " File \"" << PyUnicode_AsUTF8(code_objs_[i]->co_filename)
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<< "\", line "
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<< PyCode_Addr2Line(code_objs_[i], last_instructions_[i]) << ", in "
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<< GetPythonString(code_objs_[i]->co_name)
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<< "\n <source line unimplemented>\n";
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// TODO(kkb): Add source code line. See tf_stack.cc's
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// FrameSummary::line() function.
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}
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return result.str();
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}
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} // namespace tensorflow
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@ -0,0 +1,108 @@
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/* Copyright 2020 The TensorFlow Authors. All Rights Reserved.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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==============================================================================*/
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#ifndef TENSORFLOW_PYTHON_UTIL_STACK_TRACE_H_
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#define TENSORFLOW_PYTHON_UTIL_STACK_TRACE_H_
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#include <Python.h>
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#include <frameobject.h>
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#include <array>
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#include <sstream>
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#include <string>
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#include "absl/base/attributes.h"
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#include "absl/base/optimization.h"
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#include "tensorflow/python/lib/core/py_util.h"
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namespace tensorflow {
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// A class for capturing Python stack trace.
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class StackTrace final {
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public:
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static constexpr int kMaxDepth = 10;
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StackTrace() : size_(0) {}
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// Returns `StackTrace` object that captures the current Python stack trace.
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// Python GIL must be acquired beforehand.
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ABSL_MUST_USE_RESULT
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ABSL_ATTRIBUTE_HOT
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static StackTrace Capture() {
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DCheckPyGilState();
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StackTrace result;
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const PyFrameObject* frame = PyThreadState_GET()->frame;
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int i = 0;
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for (; i < kMaxDepth && frame != nullptr; frame = frame->f_back, ++i) {
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PyCodeObject* code_obj = frame->f_code;
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DCHECK(frame->f_trace == nullptr);
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DCHECK(code_obj != nullptr);
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Py_INCREF(code_obj);
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result.code_objs_[i] = code_obj;
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result.last_instructions_[i] = frame->f_lasti;
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}
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result.size_ = i;
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return result;
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}
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// Python GIL must be acquired beforehand.
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ABSL_ATTRIBUTE_HOT
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~StackTrace() { Clear(); }
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StackTrace(StackTrace&& other) {
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code_objs_ = other.code_objs_;
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last_instructions_ = other.last_instructions_;
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size_ = other.size_;
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other.size_ = 0;
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}
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// Python GIL must be acquired beforehand.
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ABSL_ATTRIBUTE_HOT
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StackTrace& operator=(StackTrace&& other) {
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Clear();
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code_objs_ = other.code_objs_;
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last_instructions_ = other.last_instructions_;
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size_ = other.size_;
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other.size_ = 0;
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return *this;
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}
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// Returns string representation of the captured stack trace.
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std::string ToString() const;
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// TODO(kkb): Implement structured stack trace object getter.
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private:
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std::array<PyCodeObject*, kMaxDepth> code_objs_;
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std::array<int, kMaxDepth> last_instructions_;
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int size_;
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// Python GIL must be acquired beforehand.
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ABSL_ATTRIBUTE_HOT
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void Clear() {
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DCheckPyGilState();
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for (int i = 0; i < size_; ++i) Py_DECREF(code_objs_[i]);
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}
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StackTrace(const StackTrace&) = delete;
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StackTrace& operator=(const StackTrace&) = delete;
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};
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} // namespace tensorflow
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#endif // TENSORFLOW_PYTHON_UTIL_STACK_TRACE_H_
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