Python/tracemalloc.c

#include "Python.h"
#include "pycore_fileutils.h"     // _Py_write_noraise()
#include "pycore_gc.h"            // PyGC_Head
#include "pycore_hashtable.h"     // _Py_hashtable_t
#include "pycore_object.h"        // _PyType_PreHeaderSize()
#include "pycore_pymem.h"         // _Py_tracemalloc_config
#include "pycore_runtime.h"       // _Py_ID()
#include "pycore_traceback.h"     // _Py_DumpASCII()
#include <pycore_frame.h>

#include "frameobject.h"          // _PyInterpreterFrame_GetLine

#include <stdlib.h>               // malloc()

#define tracemalloc_config _PyRuntime.tracemalloc.config

_Py_DECLARE_STR(anon_unknown, "<unknown>");

/* Forward declaration */
static void* raw_malloc(size_t size);
static void raw_free(void *ptr);

#ifdef Py_DEBUG
#  define TRACE_DEBUG
#endif

#define TO_PTR(key) ((const void *)(uintptr_t)(key))
#define FROM_PTR(key) ((uintptr_t)(key))

#define allocators _PyRuntime.tracemalloc.allocators


#if defined(TRACE_RAW_MALLOC)
/* This lock is needed because tracemalloc_free() is called without
   the GIL held from PyMem_RawFree(). It cannot acquire the lock because it
   would introduce a deadlock in _PyThreadState_DeleteCurrent(). */
#  define tables_lock _PyRuntime.tracemalloc.tables_lock
#  define TABLES_LOCK() PyThread_acquire_lock(tables_lock, 1)
#  define TABLES_UNLOCK() PyThread_release_lock(tables_lock)
#else
   /* variables are protected by the GIL */
#  define TABLES_LOCK()
#  define TABLES_UNLOCK()
#endif


#define DEFAULT_DOMAIN 0

typedef struct tracemalloc_frame frame_t;
typedef struct tracemalloc_traceback traceback_t;

#define TRACEBACK_SIZE(NFRAME) \
        (sizeof(traceback_t) + sizeof(frame_t) * (NFRAME - 1))

/* The maximum number of frames is either:
 - The maximum number of frames we can store in `traceback_t.nframe`
 - The maximum memory size_t we can allocate */
static const unsigned long MAX_NFRAME = Py_MIN(UINT16_MAX, ((SIZE_MAX - sizeof(traceback_t)) / sizeof(frame_t) + 1));


#define tracemalloc_empty_traceback _PyRuntime.tracemalloc.empty_traceback


/* Trace of a memory block */
typedef struct {
    /* Size of the memory block in bytes */
    size_t size;

    /* Traceback where the memory block was allocated */
    traceback_t *traceback;
} trace_t;


#define tracemalloc_traced_memory _PyRuntime.tracemalloc.traced_memory
#define tracemalloc_peak_traced_memory _PyRuntime.tracemalloc.peak_traced_memory
#define tracemalloc_filenames _PyRuntime.tracemalloc.filenames
#define tracemalloc_traceback _PyRuntime.tracemalloc.traceback
#define tracemalloc_tracebacks _PyRuntime.tracemalloc.tracebacks
#define tracemalloc_traces _PyRuntime.tracemalloc.traces
#define tracemalloc_domains _PyRuntime.tracemalloc.domains


#ifdef TRACE_DEBUG
static void
tracemalloc_error(const char *format, ...)
{
    va_list ap;
    fprintf(stderr, "tracemalloc: ");
    va_start(ap, format);
    vfprintf(stderr, format, ap);
    va_end(ap);
    fprintf(stderr, "\n");
    fflush(stderr);
}
#endif


#if defined(TRACE_RAW_MALLOC)
#define REENTRANT_THREADLOCAL

#define tracemalloc_reentrant_key _PyRuntime.tracemalloc.reentrant_key

/* Any non-NULL pointer can be used */
#define REENTRANT Py_True

static int
get_reentrant(void)
{
    void *ptr;

    assert(PyThread_tss_is_created(&tracemalloc_reentrant_key));
    ptr = PyThread_tss_get(&tracemalloc_reentrant_key);
    if (ptr != NULL) {
        assert(ptr == REENTRANT);
        return 1;
    }
    else
        return 0;
}

static void
set_reentrant(int reentrant)
{
    assert(reentrant == 0 || reentrant == 1);
    assert(PyThread_tss_is_created(&tracemalloc_reentrant_key));

    if (reentrant) {
        assert(!get_reentrant());
        PyThread_tss_set(&tracemalloc_reentrant_key, REENTRANT);
    }
    else {
        assert(get_reentrant());
        PyThread_tss_set(&tracemalloc_reentrant_key, NULL);
    }
}

#else

/* TRACE_RAW_MALLOC not defined: variable protected by the GIL */
static int tracemalloc_reentrant = 0;

static int
get_reentrant(void)
{
    return tracemalloc_reentrant;
}

static void
set_reentrant(int reentrant)
{
    assert(reentrant != tracemalloc_reentrant);
    tracemalloc_reentrant = reentrant;
}
#endif


static Py_uhash_t
hashtable_hash_pyobject(const void *key)
{
    PyObject *obj = (PyObject *)key;
    return PyObject_Hash(obj);
}


static int
hashtable_compare_unicode(const void *key1, const void *key2)
{
    PyObject *obj1 = (PyObject *)key1;
    PyObject *obj2 = (PyObject *)key2;
    if (obj1 != NULL && obj2 != NULL) {
        return (PyUnicode_Compare(obj1, obj2) == 0);
    }
    else {
        return obj1 == obj2;
    }
}


static Py_uhash_t
hashtable_hash_uint(const void *key_raw)
{
    unsigned int key = (unsigned int)FROM_PTR(key_raw);
    return (Py_uhash_t)key;
}


static _Py_hashtable_t *
hashtable_new(_Py_hashtable_hash_func hash_func,
              _Py_hashtable_compare_func compare_func,
              _Py_hashtable_destroy_func key_destroy_func,
              _Py_hashtable_destroy_func value_destroy_func)
{
    _Py_hashtable_allocator_t hashtable_alloc = {malloc, free};
    return _Py_hashtable_new_full(hash_func, compare_func,
                                  key_destroy_func, value_destroy_func,
                                  &hashtable_alloc);
}


static void*
raw_malloc(size_t size)
{
    return allocators.raw.malloc(allocators.raw.ctx, size);
}

static void
raw_free(void *ptr)
{
    allocators.raw.free(allocators.raw.ctx, ptr);
}


static Py_uhash_t
hashtable_hash_traceback(const void *key)
{
    const traceback_t *traceback = (const traceback_t *)key;
    return traceback->hash;
}


static int
hashtable_compare_traceback(const void *key1, const void *key2)
{
    const traceback_t *traceback1 = (const traceback_t *)key1;
    const traceback_t *traceback2 = (const traceback_t *)key2;

    if (traceback1->nframe != traceback2->nframe) {
        return 0;
    }
    if (traceback1->total_nframe != traceback2->total_nframe) {
        return 0;
    }

    for (int i=0; i < traceback1->nframe; i++) {
        const frame_t *frame1 = &traceback1->frames[i];
        const frame_t *frame2 = &traceback2->frames[i];

        if (frame1->lineno != frame2->lineno) {
            return 0;
        }
        if (frame1->filename != frame2->filename) {
            assert(PyUnicode_Compare(frame1->filename, frame2->filename) != 0);
            return 0;
        }
    }
    return 1;
}


static void
tracemalloc_get_frame(_PyInterpreterFrame *pyframe, frame_t *frame)
{
    assert(PyCode_Check(pyframe->f_executable));
    frame->filename = &_Py_STR(anon_unknown);
    int lineno = PyUnstable_InterpreterFrame_GetLine(pyframe);
    if (lineno < 0) {
        lineno = 0;
    }
    frame->lineno = (unsigned int)lineno;

    PyObject *filename = filename = ((PyCodeObject *)pyframe->f_executable)->co_filename;

    if (filename == NULL) {
#ifdef TRACE_DEBUG
        tracemalloc_error("failed to get the filename of the code object");
#endif
        return;
    }

    if (!PyUnicode_Check(filename)) {
#ifdef TRACE_DEBUG
        tracemalloc_error("filename is not a unicode string");
#endif
        return;
    }
    if (!PyUnicode_IS_READY(filename)) {
        /* Don't make a Unicode string ready to avoid reentrant calls
           to tracemalloc_malloc() or tracemalloc_realloc() */
#ifdef TRACE_DEBUG
        tracemalloc_error("filename is not a ready unicode string");
#endif
        return;
    }

    /* intern the filename */
    _Py_hashtable_entry_t *entry;
    entry = _Py_hashtable_get_entry(tracemalloc_filenames, filename);
    if (entry != NULL) {
        filename = (PyObject *)entry->key;
    }
    else {
        /* tracemalloc_filenames is responsible to keep a reference
           to the filename */
        if (_Py_hashtable_set(tracemalloc_filenames, Py_NewRef(filename),
                              NULL) < 0) {
            Py_DECREF(filename);
#ifdef TRACE_DEBUG
            tracemalloc_error("failed to intern the filename");
#endif
            return;
        }
    }

    /* the tracemalloc_filenames table keeps a reference to the filename */
    frame->filename = filename;
}


static Py_uhash_t
traceback_hash(traceback_t *traceback)
{
    /* code based on tuplehash() of Objects/tupleobject.c */
    Py_uhash_t x, y;  /* Unsigned for defined overflow behavior. */
    int len = traceback->nframe;
    Py_uhash_t mult = PyHASH_MULTIPLIER;
    frame_t *frame;

    x = 0x345678UL;
    frame = traceback->frames;
    while (--len >= 0) {
        y = (Py_uhash_t)PyObject_Hash(frame->filename);
        y ^= (Py_uhash_t)frame->lineno;
        frame++;

        x = (x ^ y) * mult;
        /* the cast might truncate len; that doesn't change hash stability */
        mult += (Py_uhash_t)(82520UL + len + len);
    }
    x ^= traceback->total_nframe;
    x += 97531UL;
    return x;
}


static void
traceback_get_frames(traceback_t *traceback)
{
    PyThreadState *tstate = PyGILState_GetThisThreadState();
    if (tstate == NULL) {
#ifdef TRACE_DEBUG
        tracemalloc_error("failed to get the current thread state");
#endif
        return;
    }

    _PyInterpreterFrame *pyframe = _PyThreadState_GetFrame(tstate);
    while (pyframe) {
        if (traceback->nframe < tracemalloc_config.max_nframe) {
            tracemalloc_get_frame(pyframe, &traceback->frames[traceback->nframe]);
            assert(traceback->frames[traceback->nframe].filename != NULL);
            traceback->nframe++;
        }
        if (traceback->total_nframe < UINT16_MAX) {
            traceback->total_nframe++;
        }
        pyframe = _PyFrame_GetFirstComplete(pyframe->previous);
    }
}


static traceback_t *
traceback_new(void)
{
    traceback_t *traceback;
    _Py_hashtable_entry_t *entry;

    assert(PyGILState_Check());

    /* get frames */
    traceback = tracemalloc_traceback;
    traceback->nframe = 0;
    traceback->total_nframe = 0;
    traceback_get_frames(traceback);
    if (traceback->nframe == 0)
        return &tracemalloc_empty_traceback;
    traceback->hash = traceback_hash(traceback);

    /* intern the traceback */
    entry = _Py_hashtable_get_entry(tracemalloc_tracebacks, traceback);
    if (entry != NULL) {
        traceback = (traceback_t *)entry->key;
    }
    else {
        traceback_t *copy;
        size_t traceback_size;

        traceback_size = TRACEBACK_SIZE(traceback->nframe);

        copy = raw_malloc(traceback_size);
        if (copy == NULL) {
#ifdef TRACE_DEBUG
            tracemalloc_error("failed to intern the traceback: malloc failed");
#endif
            return NULL;
        }
        memcpy(copy, traceback, traceback_size);

        if (_Py_hashtable_set(tracemalloc_tracebacks, copy, NULL) < 0) {
            raw_free(copy);
#ifdef TRACE_DEBUG
            tracemalloc_error("failed to intern the traceback: putdata failed");
#endif
            return NULL;
        }
        traceback = copy;
    }
    return traceback;
}


static _Py_hashtable_t*
tracemalloc_create_traces_table(void)
{
    return hashtable_new(_Py_hashtable_hash_ptr,
                         _Py_hashtable_compare_direct,
                         NULL, raw_free);
}


static _Py_hashtable_t*
tracemalloc_create_domains_table(void)
{
    return hashtable_new(hashtable_hash_uint,
                         _Py_hashtable_compare_direct,
                         NULL,
                         (_Py_hashtable_destroy_func)_Py_hashtable_destroy);
}


static _Py_hashtable_t*
tracemalloc_get_traces_table(unsigned int domain)
{
    if (domain == DEFAULT_DOMAIN) {
        return tracemalloc_traces;
    }
    else {
        return _Py_hashtable_get(tracemalloc_domains, TO_PTR(domain));
    }
}


static void
tracemalloc_remove_trace(unsigned int domain, uintptr_t ptr)
{
    assert(tracemalloc_config.tracing);

    _Py_hashtable_t *traces = tracemalloc_get_traces_table(domain);
    if (!traces) {
        return;
    }

    trace_t *trace = _Py_hashtable_steal(traces, TO_PTR(ptr));
    if (!trace) {
        return;
    }
    assert(tracemalloc_traced_memory >= trace->size);
    tracemalloc_traced_memory -= trace->size;
    raw_free(trace);
}

#define REMOVE_TRACE(ptr) \
            tracemalloc_remove_trace(DEFAULT_DOMAIN, (uintptr_t)(ptr))


static int
tracemalloc_add_trace(unsigned int domain, uintptr_t ptr,
                      size_t size)
{
    assert(tracemalloc_config.tracing);

    traceback_t *traceback = traceback_new();
    if (traceback == NULL) {
        return -1;
    }

    _Py_hashtable_t *traces = tracemalloc_get_traces_table(domain);
    if (traces == NULL) {
        traces = tracemalloc_create_traces_table();
        if (traces == NULL) {
            return -1;
        }

        if (_Py_hashtable_set(tracemalloc_domains, TO_PTR(domain), traces) < 0) {
            _Py_hashtable_destroy(traces);
            return -1;
        }
    }

    trace_t *trace = _Py_hashtable_get(traces, TO_PTR(ptr));
    if (trace != NULL) {
        /* the memory block is already tracked */
        assert(tracemalloc_traced_memory >= trace->size);
        tracemalloc_traced_memory -= trace->size;

        trace->size = size;
        trace->traceback = traceback;
    }
    else {
        trace = raw_malloc(sizeof(trace_t));
        if (trace == NULL) {
            return -1;
        }
        trace->size = size;
        trace->traceback = traceback;

        int res = _Py_hashtable_set(traces, TO_PTR(ptr), trace);
        if (res != 0) {
            raw_free(trace);
            return res;
        }
    }

    assert(tracemalloc_traced_memory <= SIZE_MAX - size);
    tracemalloc_traced_memory += size;
    if (tracemalloc_traced_memory > tracemalloc_peak_traced_memory) {
        tracemalloc_peak_traced_memory = tracemalloc_traced_memory;
    }
    return 0;
}

#define ADD_TRACE(ptr, size) \
            tracemalloc_add_trace(DEFAULT_DOMAIN, (uintptr_t)(ptr), size)


static void*
tracemalloc_alloc(int use_calloc, void *ctx, size_t nelem, size_t elsize)
{
    PyMemAllocatorEx *alloc = (PyMemAllocatorEx *)ctx;
    void *ptr;

    assert(elsize == 0 || nelem <= SIZE_MAX / elsize);

    if (use_calloc)
        ptr = alloc->calloc(alloc->ctx, nelem, elsize);
    else
        ptr = alloc->malloc(alloc->ctx, nelem * elsize);
    if (ptr == NULL)
        return NULL;

    TABLES_LOCK();
    if (ADD_TRACE(ptr, nelem * elsize) < 0) {
        /* Failed to allocate a trace for the new memory block */
        TABLES_UNLOCK();
        alloc->free(alloc->ctx, ptr);
        return NULL;
    }
    TABLES_UNLOCK();
    return ptr;
}


static void*
tracemalloc_realloc(void *ctx, void *ptr, size_t new_size)
{
    PyMemAllocatorEx *alloc = (PyMemAllocatorEx *)ctx;
    void *ptr2;

    ptr2 = alloc->realloc(alloc->ctx, ptr, new_size);
    if (ptr2 == NULL)
        return NULL;

    if (ptr != NULL) {
        /* an existing memory block has been resized */

        TABLES_LOCK();

        /* tracemalloc_add_trace() updates the trace if there is already
           a trace at address ptr2 */
        if (ptr2 != ptr) {
            REMOVE_TRACE(ptr);
        }

        if (ADD_TRACE(ptr2, new_size) < 0) {
            /* Memory allocation failed. The error cannot be reported to
               the caller, because realloc() may already have shrunk the
               memory block and so removed bytes.

               This case is very unlikely: a hash entry has just been
               released, so the hash table should have at least one free entry.

               The GIL and the table lock ensures that only one thread is
               allocating memory. */
            Py_FatalError("tracemalloc_realloc() failed to allocate a trace");
        }
        TABLES_UNLOCK();
    }
    else {
        /* new allocation */

        TABLES_LOCK();
        if (ADD_TRACE(ptr2, new_size) < 0) {
            /* Failed to allocate a trace for the new memory block */
            TABLES_UNLOCK();
            alloc->free(alloc->ctx, ptr2);
            return NULL;
        }
        TABLES_UNLOCK();
    }
    return ptr2;
}


static void
tracemalloc_free(void *ctx, void *ptr)
{
    PyMemAllocatorEx *alloc = (PyMemAllocatorEx *)ctx;

    if (ptr == NULL)
        return;

     /* GIL cannot be locked in PyMem_RawFree() because it would introduce
        a deadlock in _PyThreadState_DeleteCurrent(). */

    alloc->free(alloc->ctx, ptr);

    TABLES_LOCK();
    REMOVE_TRACE(ptr);
    TABLES_UNLOCK();
}


static void*
tracemalloc_alloc_gil(int use_calloc, void *ctx, size_t nelem, size_t elsize)
{
    void *ptr;

    if (get_reentrant()) {
        PyMemAllocatorEx *alloc = (PyMemAllocatorEx *)ctx;
        if (use_calloc)
            return alloc->calloc(alloc->ctx, nelem, elsize);
        else
            return alloc->malloc(alloc->ctx, nelem * elsize);
    }

    /* Ignore reentrant call. PyObjet_Malloc() calls PyMem_Malloc() for
       allocations larger than 512 bytes, don't trace the same memory
       allocation twice. */
    set_reentrant(1);

    ptr = tracemalloc_alloc(use_calloc, ctx, nelem, elsize);

    set_reentrant(0);
    return ptr;
}


static void*
tracemalloc_malloc_gil(void *ctx, size_t size)
{
    return tracemalloc_alloc_gil(0, ctx, 1, size);
}


static void*
tracemalloc_calloc_gil(void *ctx, size_t nelem, size_t elsize)
{
    return tracemalloc_alloc_gil(1, ctx, nelem, elsize);
}


static void*
tracemalloc_realloc_gil(void *ctx, void *ptr, size_t new_size)
{
    void *ptr2;

    if (get_reentrant()) {
        /* Reentrant call to PyMem_Realloc() and PyMem_RawRealloc().
           Example: PyMem_RawRealloc() is called internally by pymalloc
           (_PyObject_Malloc() and  _PyObject_Realloc()) to allocate a new
           arena (new_arena()). */
        PyMemAllocatorEx *alloc = (PyMemAllocatorEx *)ctx;

        ptr2 = alloc->realloc(alloc->ctx, ptr, new_size);
        if (ptr2 != NULL && ptr != NULL) {
            TABLES_LOCK();
            REMOVE_TRACE(ptr);
            TABLES_UNLOCK();
        }
        return ptr2;
    }

    /* Ignore reentrant call. PyObjet_Realloc() calls PyMem_Realloc() for
       allocations larger than 512 bytes. Don't trace the same memory
       allocation twice. */
    set_reentrant(1);

    ptr2 = tracemalloc_realloc(ctx, ptr, new_size);

    set_reentrant(0);
    return ptr2;
}


#ifdef TRACE_RAW_MALLOC
static void*
tracemalloc_raw_alloc(int use_calloc, void *ctx, size_t nelem, size_t elsize)
{
    PyGILState_STATE gil_state;
    void *ptr;

    if (get_reentrant()) {
        PyMemAllocatorEx *alloc = (PyMemAllocatorEx *)ctx;
        if (use_calloc)
            return alloc->calloc(alloc->ctx, nelem, elsize);
        else
            return alloc->malloc(alloc->ctx, nelem * elsize);
    }

    /* Ignore reentrant call. PyGILState_Ensure() may call PyMem_RawMalloc()
       indirectly which would call PyGILState_Ensure() if reentrant are not
       disabled. */
    set_reentrant(1);

    gil_state = PyGILState_Ensure();
    ptr = tracemalloc_alloc(use_calloc, ctx, nelem, elsize);
    PyGILState_Release(gil_state);

    set_reentrant(0);
    return ptr;
}


static void*
tracemalloc_raw_malloc(void *ctx, size_t size)
{
    return tracemalloc_raw_alloc(0, ctx, 1, size);
}


static void*
tracemalloc_raw_calloc(void *ctx, size_t nelem, size_t elsize)
{
    return tracemalloc_raw_alloc(1, ctx, nelem, elsize);
}


static void*
tracemalloc_raw_realloc(void *ctx, void *ptr, size_t new_size)
{
    PyGILState_STATE gil_state;
    void *ptr2;

    if (get_reentrant()) {
        /* Reentrant call to PyMem_RawRealloc(). */
        PyMemAllocatorEx *alloc = (PyMemAllocatorEx *)ctx;

        ptr2 = alloc->realloc(alloc->ctx, ptr, new_size);

        if (ptr2 != NULL && ptr != NULL) {
            TABLES_LOCK();
            REMOVE_TRACE(ptr);
            TABLES_UNLOCK();
        }
        return ptr2;
    }

    /* Ignore reentrant call. PyGILState_Ensure() may call PyMem_RawMalloc()
       indirectly which would call PyGILState_Ensure() if reentrant calls are
       not disabled. */
    set_reentrant(1);

    gil_state = PyGILState_Ensure();
    ptr2 = tracemalloc_realloc(ctx, ptr, new_size);
    PyGILState_Release(gil_state);

    set_reentrant(0);
    return ptr2;
}
#endif   /* TRACE_RAW_MALLOC */


static void
tracemalloc_clear_filename(void *value)
{
    PyObject *filename = (PyObject *)value;
    Py_DECREF(filename);
}


/* reentrant flag must be set to call this function and GIL must be held */
static void
tracemalloc_clear_traces(void)
{
    /* The GIL protects variables against concurrent access */
    assert(PyGILState_Check());

    TABLES_LOCK();
    _Py_hashtable_clear(tracemalloc_traces);
    _Py_hashtable_clear(tracemalloc_domains);
    tracemalloc_traced_memory = 0;
    tracemalloc_peak_traced_memory = 0;
    TABLES_UNLOCK();

    _Py_hashtable_clear(tracemalloc_tracebacks);

    _Py_hashtable_clear(tracemalloc_filenames);
}


int
_PyTraceMalloc_Init(void)
{
    if (tracemalloc_config.initialized == TRACEMALLOC_FINALIZED) {
        PyErr_SetString(PyExc_RuntimeError,
                        "the tracemalloc module has been unloaded");
        return -1;
    }

    if (tracemalloc_config.initialized == TRACEMALLOC_INITIALIZED)
        return 0;

    PyMem_GetAllocator(PYMEM_DOMAIN_RAW, &allocators.raw);

#ifdef REENTRANT_THREADLOCAL
    if (PyThread_tss_create(&tracemalloc_reentrant_key) != 0) {
#ifdef MS_WINDOWS
        PyErr_SetFromWindowsErr(0);
#else
        PyErr_SetFromErrno(PyExc_OSError);
#endif
        return -1;
    }
#endif

#if defined(TRACE_RAW_MALLOC)
    if (tables_lock == NULL) {
        tables_lock = PyThread_allocate_lock();
        if (tables_lock == NULL) {
            PyErr_SetString(PyExc_RuntimeError, "cannot allocate lock");
            return -1;
        }
    }
#endif

    tracemalloc_filenames = hashtable_new(hashtable_hash_pyobject,
                                          hashtable_compare_unicode,
                                          tracemalloc_clear_filename, NULL);

    tracemalloc_tracebacks = hashtable_new(hashtable_hash_traceback,
                                           hashtable_compare_traceback,
                                           raw_free, NULL);

    tracemalloc_traces = tracemalloc_create_traces_table();
    tracemalloc_domains = tracemalloc_create_domains_table();

    if (tracemalloc_filenames == NULL || tracemalloc_tracebacks == NULL
       || tracemalloc_traces == NULL || tracemalloc_domains == NULL) {
        PyErr_NoMemory();
        return -1;
    }

    tracemalloc_empty_traceback.nframe = 1;
    tracemalloc_empty_traceback.total_nframe = 1;
    /* borrowed reference */
    tracemalloc_empty_traceback.frames[0].filename = &_Py_STR(anon_unknown);
    tracemalloc_empty_traceback.frames[0].lineno = 0;
    tracemalloc_empty_traceback.hash = traceback_hash(&tracemalloc_empty_traceback);

    tracemalloc_config.initialized = TRACEMALLOC_INITIALIZED;
    return 0;
}


static void
tracemalloc_deinit(void)
{
    if (tracemalloc_config.initialized != TRACEMALLOC_INITIALIZED)
        return;
    tracemalloc_config.initialized = TRACEMALLOC_FINALIZED;

    _PyTraceMalloc_Stop();

    /* destroy hash tables */
    _Py_hashtable_destroy(tracemalloc_domains);
    _Py_hashtable_destroy(tracemalloc_traces);
    _Py_hashtable_destroy(tracemalloc_tracebacks);
    _Py_hashtable_destroy(tracemalloc_filenames);

#if defined(TRACE_RAW_MALLOC)
    if (tables_lock != NULL) {
        PyThread_free_lock(tables_lock);
        tables_lock = NULL;
    }
#endif

#ifdef REENTRANT_THREADLOCAL
    PyThread_tss_delete(&tracemalloc_reentrant_key);
#endif
}


int
_PyTraceMalloc_Start(int max_nframe)
{
    PyMemAllocatorEx alloc;
    size_t size;

    if (max_nframe < 1 || (unsigned long) max_nframe > MAX_NFRAME) {
        PyErr_Format(PyExc_ValueError,
                     "the number of frames must be in range [1; %lu]",
                     MAX_NFRAME);
        return -1;
    }

    if (_PyTraceMalloc_Init() < 0) {
        return -1;
    }

    if (PyRefTracer_SetTracer(_PyTraceMalloc_TraceRef, NULL) < 0) {
        return -1;
    }

    if (tracemalloc_config.tracing) {
        /* hook already installed: do nothing */
        return 0;
    }

    tracemalloc_config.max_nframe = max_nframe;

    /* allocate a buffer to store a new traceback */
    size = TRACEBACK_SIZE(max_nframe);
    assert(tracemalloc_traceback == NULL);
    tracemalloc_traceback = raw_malloc(size);
    if (tracemalloc_traceback == NULL) {
        PyErr_NoMemory();
        return -1;
    }

#ifdef TRACE_RAW_MALLOC
    alloc.malloc = tracemalloc_raw_malloc;
    alloc.calloc = tracemalloc_raw_calloc;
    alloc.realloc = tracemalloc_raw_realloc;
    alloc.free = tracemalloc_free;

    alloc.ctx = &allocators.raw;
    PyMem_GetAllocator(PYMEM_DOMAIN_RAW, &allocators.raw);
    PyMem_SetAllocator(PYMEM_DOMAIN_RAW, &alloc);
#endif

    alloc.malloc = tracemalloc_malloc_gil;
    alloc.calloc = tracemalloc_calloc_gil;
    alloc.realloc = tracemalloc_realloc_gil;
    alloc.free = tracemalloc_free;

    alloc.ctx = &allocators.mem;
    PyMem_GetAllocator(PYMEM_DOMAIN_MEM, &allocators.mem);
    PyMem_SetAllocator(PYMEM_DOMAIN_MEM, &alloc);

    alloc.ctx = &allocators.obj;
    PyMem_GetAllocator(PYMEM_DOMAIN_OBJ, &allocators.obj);
    PyMem_SetAllocator(PYMEM_DOMAIN_OBJ, &alloc);

    /* everything is ready: start tracing Python memory allocations */
    tracemalloc_config.tracing = 1;

    return 0;
}


void
_PyTraceMalloc_Stop(void)
{
    if (!tracemalloc_config.tracing)
        return;

    /* stop tracing Python memory allocations */
    tracemalloc_config.tracing = 0;

    /* unregister the hook on memory allocators */
#ifdef TRACE_RAW_MALLOC
    PyMem_SetAllocator(PYMEM_DOMAIN_RAW, &allocators.raw);
#endif
    PyMem_SetAllocator(PYMEM_DOMAIN_MEM, &allocators.mem);
    PyMem_SetAllocator(PYMEM_DOMAIN_OBJ, &allocators.obj);

    tracemalloc_clear_traces();

    /* release memory */
    raw_free(tracemalloc_traceback);
    tracemalloc_traceback = NULL;
}



static PyObject*
frame_to_pyobject(frame_t *frame)
{
    PyObject *frame_obj, *lineno_obj;

    frame_obj = PyTuple_New(2);
    if (frame_obj == NULL)
        return NULL;

    PyTuple_SET_ITEM(frame_obj, 0, Py_NewRef(frame->filename));

    lineno_obj = PyLong_FromUnsignedLong(frame->lineno);
    if (lineno_obj == NULL) {
        Py_DECREF(frame_obj);
        return NULL;
    }
    PyTuple_SET_ITEM(frame_obj, 1, lineno_obj);

    return frame_obj;
}


static PyObject*
traceback_to_pyobject(traceback_t *traceback, _Py_hashtable_t *intern_table)
{
    PyObject *frames;

    if (intern_table != NULL) {
        frames = _Py_hashtable_get(intern_table, (const void *)traceback);
        if (frames) {
            return Py_NewRef(frames);
        }
    }

    frames = PyTuple_New(traceback->nframe);
    if (frames == NULL)
        return NULL;

    for (int i=0; i < traceback->nframe; i++) {
        PyObject *frame = frame_to_pyobject(&traceback->frames[i]);
        if (frame == NULL) {
            Py_DECREF(frames);
            return NULL;
        }
        PyTuple_SET_ITEM(frames, i, frame);
    }

    if (intern_table != NULL) {
        if (_Py_hashtable_set(intern_table, traceback, frames) < 0) {
            Py_DECREF(frames);
            PyErr_NoMemory();
            return NULL;
        }
        /* intern_table keeps a new reference to frames */
        Py_INCREF(frames);
    }
    return frames;
}


static PyObject*
trace_to_pyobject(unsigned int domain, const trace_t *trace,
                  _Py_hashtable_t *intern_tracebacks)
{
    PyObject *trace_obj = NULL;
    PyObject *obj;

    trace_obj = PyTuple_New(4);
    if (trace_obj == NULL)
        return NULL;

    obj = PyLong_FromSize_t(domain);
    if (obj == NULL) {
        Py_DECREF(trace_obj);
        return NULL;
    }
    PyTuple_SET_ITEM(trace_obj, 0, obj);

    obj = PyLong_FromSize_t(trace->size);
    if (obj == NULL) {
        Py_DECREF(trace_obj);
        return NULL;
    }
    PyTuple_SET_ITEM(trace_obj, 1, obj);

    obj = traceback_to_pyobject(trace->traceback, intern_tracebacks);
    if (obj == NULL) {
        Py_DECREF(trace_obj);
        return NULL;
    }
    PyTuple_SET_ITEM(trace_obj, 2, obj);

    obj = PyLong_FromUnsignedLong(trace->traceback->total_nframe);
    if (obj == NULL) {
        Py_DECREF(trace_obj);
        return NULL;
    }
    PyTuple_SET_ITEM(trace_obj, 3, obj);

    return trace_obj;
}


typedef struct {
    _Py_hashtable_t *traces;
    _Py_hashtable_t *domains;
    _Py_hashtable_t *tracebacks;
    PyObject *list;
    unsigned int domain;
} get_traces_t;


static int
tracemalloc_copy_trace(_Py_hashtable_t *traces,
                       const void *key, const void *value,
                       void *user_data)
{
    _Py_hashtable_t *traces2 = (_Py_hashtable_t *)user_data;

    trace_t *trace = (trace_t *)value;

    trace_t *trace2 = raw_malloc(sizeof(trace_t));
    if (trace2 == NULL) {
        return -1;
    }
    *trace2 = *trace;
    if (_Py_hashtable_set(traces2, key, trace2) < 0) {
        raw_free(trace2);
        return -1;
    }
    return 0;
}


static _Py_hashtable_t*
tracemalloc_copy_traces(_Py_hashtable_t *traces)
{
    _Py_hashtable_t *traces2 = tracemalloc_create_traces_table();
    if (traces2 == NULL) {
        return NULL;
    }

    int err = _Py_hashtable_foreach(traces,
                                    tracemalloc_copy_trace,
                                    traces2);
    if (err) {
        _Py_hashtable_destroy(traces2);
        return NULL;
    }
    return traces2;
}


static int
tracemalloc_copy_domain(_Py_hashtable_t *domains,
                        const void *key, const void *value,
                        void *user_data)
{
    _Py_hashtable_t *domains2 = (_Py_hashtable_t *)user_data;

    unsigned int domain = (unsigned int)FROM_PTR(key);
    _Py_hashtable_t *traces = (_Py_hashtable_t *)value;

    _Py_hashtable_t *traces2 = tracemalloc_copy_traces(traces);
    if (traces2 == NULL) {
        return -1;
    }
    if (_Py_hashtable_set(domains2, TO_PTR(domain), traces2) < 0) {
        _Py_hashtable_destroy(traces2);
        return -1;
    }
    return 0;
}


static _Py_hashtable_t*
tracemalloc_copy_domains(_Py_hashtable_t *domains)
{
    _Py_hashtable_t *domains2 = tracemalloc_create_domains_table();
    if (domains2 == NULL) {
        return NULL;
    }

    int err = _Py_hashtable_foreach(domains,
                                    tracemalloc_copy_domain,
                                    domains2);
    if (err) {
        _Py_hashtable_destroy(domains2);
        return NULL;
    }
    return domains2;
}


static int
tracemalloc_get_traces_fill(_Py_hashtable_t *traces,
                            const void *key, const void *value,
                            void *user_data)
{
    get_traces_t *get_traces = user_data;

    const trace_t *trace = (const trace_t *)value;

    PyObject *tuple = trace_to_pyobject(get_traces->domain, trace,
                                        get_traces->tracebacks);
    if (tuple == NULL) {
        return 1;
    }

    int res = PyList_Append(get_traces->list, tuple);
    Py_DECREF(tuple);
    if (res < 0) {
        return 1;
    }

    return 0;
}


static int
tracemalloc_get_traces_domain(_Py_hashtable_t *domains,
                              const void *key, const void *value,
                              void *user_data)
{
    get_traces_t *get_traces = user_data;

    unsigned int domain = (unsigned int)FROM_PTR(key);
    _Py_hashtable_t *traces = (_Py_hashtable_t *)value;

    get_traces->domain = domain;
    return _Py_hashtable_foreach(traces,
                                 tracemalloc_get_traces_fill,
                                 get_traces);
}


static void
tracemalloc_pyobject_decref(void *value)
{
    PyObject *obj = (PyObject *)value;
    Py_DECREF(obj);
}


static traceback_t*
tracemalloc_get_traceback(unsigned int domain, uintptr_t ptr)
{

    if (!tracemalloc_config.tracing)
        return NULL;

    trace_t *trace;
    TABLES_LOCK();
    _Py_hashtable_t *traces = tracemalloc_get_traces_table(domain);
    if (traces) {
        trace = _Py_hashtable_get(traces, TO_PTR(ptr));
    }
    else {
        trace = NULL;
    }
    TABLES_UNLOCK();

    if (!trace) {
        return NULL;
    }

    return trace->traceback;
}


#define PUTS(fd, str) (void)_Py_write_noraise(fd, str, (int)strlen(str))

static void
_PyMem_DumpFrame(int fd, frame_t * frame)
{
    PUTS(fd, "  File \"");
    _Py_DumpASCII(fd, frame->filename);
    PUTS(fd, "\", line ");
    _Py_DumpDecimal(fd, frame->lineno);
    PUTS(fd, "\n");
}

/* Dump the traceback where a memory block was allocated into file descriptor
   fd. The function may block on TABLES_LOCK() but it is unlikely. */
void
_PyMem_DumpTraceback(int fd, const void *ptr)
{
    traceback_t *traceback;
    int i;

    if (!tracemalloc_config.tracing) {
        PUTS(fd, "Enable tracemalloc to get the memory block "
                 "allocation traceback\n\n");
        return;
    }

    traceback = tracemalloc_get_traceback(DEFAULT_DOMAIN, (uintptr_t)ptr);
    if (traceback == NULL)
        return;

    PUTS(fd, "Memory block allocated at (most recent call first):\n");
    for (i=0; i < traceback->nframe; i++) {
        _PyMem_DumpFrame(fd, &traceback->frames[i]);
    }
    PUTS(fd, "\n");
}

#undef PUTS


static int
tracemalloc_get_tracemalloc_memory_cb(_Py_hashtable_t *domains,
                                      const void *key, const void *value,
                                      void *user_data)
{
    const _Py_hashtable_t *traces = value;
    size_t *size = (size_t*)user_data;
    *size += _Py_hashtable_size(traces);
    return 0;
}

int
PyTraceMalloc_Track(unsigned int domain, uintptr_t ptr,
                    size_t size)
{
    int res;
    PyGILState_STATE gil_state;

    if (!tracemalloc_config.tracing) {
        /* tracemalloc is not tracing: do nothing */
        return -2;
    }

    gil_state = PyGILState_Ensure();

    TABLES_LOCK();
    res = tracemalloc_add_trace(domain, ptr, size);
    TABLES_UNLOCK();

    PyGILState_Release(gil_state);
    return res;
}


int
PyTraceMalloc_Untrack(unsigned int domain, uintptr_t ptr)
{
    if (!tracemalloc_config.tracing) {
        /* tracemalloc is not tracing: do nothing */
        return -2;
    }

    TABLES_LOCK();
    tracemalloc_remove_trace(domain, ptr);
    TABLES_UNLOCK();

    return 0;
}


void
_PyTraceMalloc_Fini(void)
{
    assert(PyGILState_Check());
    tracemalloc_deinit();
}


/* If the object memory block is already traced, update its trace
   with the current Python traceback.

   Do nothing if tracemalloc is not tracing memory allocations
   or if the object memory block is not already traced. */
int
_PyTraceMalloc_TraceRef(PyObject *op, PyRefTracerEvent event, void* Py_UNUSED(ignore))
{
    if (event != PyRefTracer_CREATE) {
        return 0;
    }

    assert(PyGILState_Check());

    if (!tracemalloc_config.tracing) {
        /* tracemalloc is not tracing: do nothing */
        return -1;
    }

    PyTypeObject *type = Py_TYPE(op);
    const size_t presize = _PyType_PreHeaderSize(type);
    uintptr_t ptr = (uintptr_t)((char *)op - presize);

    int res = -1;

    TABLES_LOCK();
    trace_t *trace = _Py_hashtable_get(tracemalloc_traces, TO_PTR(ptr));
    if (trace != NULL) {
        /* update the traceback of the memory block */
        traceback_t *traceback = traceback_new();
        if (traceback != NULL) {
            trace->traceback = traceback;
            res = 0;
        }
    }
    /* else: cannot track the object, its memory block size is unknown */
    TABLES_UNLOCK();

    return res;
}


PyObject*
_PyTraceMalloc_GetTraceback(unsigned int domain, uintptr_t ptr)
{
    traceback_t *traceback;

    traceback = tracemalloc_get_traceback(domain, ptr);
    if (traceback == NULL)
        Py_RETURN_NONE;

    return traceback_to_pyobject(traceback, NULL);
}

int
_PyTraceMalloc_IsTracing(void)
{
    return tracemalloc_config.tracing;
}

void
_PyTraceMalloc_ClearTraces(void)
{

    if (!tracemalloc_config.tracing) {
        return;
    }
    set_reentrant(1);
    tracemalloc_clear_traces();
    set_reentrant(0);
}

PyObject *
_PyTraceMalloc_GetTraces(void)
{
    get_traces_t get_traces;
    get_traces.domain = DEFAULT_DOMAIN;
    get_traces.traces = NULL;
    get_traces.domains = NULL;
    get_traces.tracebacks = NULL;
    get_traces.list = PyList_New(0);
    if (get_traces.list == NULL)
        goto error;

    if (!tracemalloc_config.tracing)
        return get_traces.list;

    /* the traceback hash table is used temporarily to intern traceback tuple
       of (filename, lineno) tuples */
    get_traces.tracebacks = hashtable_new(_Py_hashtable_hash_ptr,
                                          _Py_hashtable_compare_direct,
                                          NULL, tracemalloc_pyobject_decref);
    if (get_traces.tracebacks == NULL) {
        goto no_memory;
    }

    // Copy all traces so tracemalloc_get_traces_fill() doesn't have to disable
    // temporarily tracemalloc which would impact other threads and so would
    // miss allocations while get_traces() is called.
    TABLES_LOCK();
    get_traces.traces = tracemalloc_copy_traces(tracemalloc_traces);
    TABLES_UNLOCK();

    if (get_traces.traces == NULL) {
        goto no_memory;
    }

    TABLES_LOCK();
    get_traces.domains = tracemalloc_copy_domains(tracemalloc_domains);
    TABLES_UNLOCK();

    if (get_traces.domains == NULL) {
        goto no_memory;
    }

    // Convert traces to a list of tuples
    set_reentrant(1);
    int err = _Py_hashtable_foreach(get_traces.traces,
                                    tracemalloc_get_traces_fill,
                                    &get_traces);
    if (!err) {
        err = _Py_hashtable_foreach(get_traces.domains,
                                    tracemalloc_get_traces_domain,
                                    &get_traces);
    }
    set_reentrant(0);
    if (err) {
        goto error;
    }

    goto finally;

no_memory:
    PyErr_NoMemory();

error:
    Py_CLEAR(get_traces.list);

finally:
    if (get_traces.tracebacks != NULL) {
        _Py_hashtable_destroy(get_traces.tracebacks);
    }
    if (get_traces.traces != NULL) {
        _Py_hashtable_destroy(get_traces.traces);
    }
    if (get_traces.domains != NULL) {
        _Py_hashtable_destroy(get_traces.domains);
    }

    return get_traces.list;
}

PyObject *
_PyTraceMalloc_GetObjectTraceback(PyObject *obj)
/*[clinic end generated code: output=41ee0553a658b0aa input=29495f1b21c53212]*/
{
    PyTypeObject *type;
    traceback_t *traceback;

    type = Py_TYPE(obj);
    const size_t presize = _PyType_PreHeaderSize(type);
    uintptr_t ptr = (uintptr_t)((char *)obj - presize);

    traceback = tracemalloc_get_traceback(DEFAULT_DOMAIN, ptr);
    if (traceback == NULL) {
        Py_RETURN_NONE;
    }

    return traceback_to_pyobject(traceback, NULL);
}

int _PyTraceMalloc_GetTracebackLimit(void) {
    return tracemalloc_config.max_nframe;
}

size_t
_PyTraceMalloc_GetMemory(void) {

    size_t size;

    size = _Py_hashtable_size(tracemalloc_tracebacks);
    size += _Py_hashtable_size(tracemalloc_filenames);

    TABLES_LOCK();
    size += _Py_hashtable_size(tracemalloc_traces);
    _Py_hashtable_foreach(tracemalloc_domains,
                          tracemalloc_get_tracemalloc_memory_cb, &size);
    TABLES_UNLOCK();
    return size;
}


PyObject *
_PyTraceMalloc_GetTracedMemory(void)
{
    Py_ssize_t size, peak_size;

    if (!tracemalloc_config.tracing)
        return Py_BuildValue("ii", 0, 0);

    TABLES_LOCK();
    size = tracemalloc_traced_memory;
    peak_size = tracemalloc_peak_traced_memory;
    TABLES_UNLOCK();

    return Py_BuildValue("nn", size, peak_size);
}

void
_PyTraceMalloc_ResetPeak(void)
{
    if (!tracemalloc_config.tracing) {
        return;
    }
    TABLES_LOCK();
    tracemalloc_peak_traced_memory = tracemalloc_traced_memory;
    TABLES_UNLOCK();
}