AzSuicideDataVisualization/.venv/Lib/site-packages/pyarrow/tests/test_memory.py

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import contextlib
import os
import signal
import subprocess
import sys
import weakref

import pyarrow as pa

import pytest


possible_backends = ["system", "jemalloc", "mimalloc"]

should_have_jemalloc = sys.platform == "linux"
should_have_mimalloc = sys.platform == "win32"


def supported_factories():
    yield pa.default_memory_pool
    for backend in pa.supported_memory_backends():
        yield getattr(pa, f"{backend}_memory_pool")


@contextlib.contextmanager
def allocate_bytes(pool, nbytes):
    """
    Temporarily allocate *nbytes* from the given *pool*.
    """
    arr = pa.array([b"x" * nbytes], type=pa.binary(), memory_pool=pool)
    # Fetch the values buffer from the varbinary array and release the rest,
    # to get the desired allocation amount
    buf = arr.buffers()[2]
    arr = None
    assert len(buf) == nbytes
    try:
        yield
    finally:
        buf = None


def check_allocated_bytes(pool):
    """
    Check allocation stats on *pool*.
    """
    allocated_before = pool.bytes_allocated()
    max_mem_before = pool.max_memory()
    with allocate_bytes(pool, 512):
        assert pool.bytes_allocated() == allocated_before + 512
        new_max_memory = pool.max_memory()
        assert pool.max_memory() >= max_mem_before
    assert pool.bytes_allocated() == allocated_before
    assert pool.max_memory() == new_max_memory


def test_default_allocated_bytes():
    pool = pa.default_memory_pool()
    with allocate_bytes(pool, 1024):
        check_allocated_bytes(pool)
        assert pool.bytes_allocated() == pa.total_allocated_bytes()


def test_proxy_memory_pool():
    pool = pa.proxy_memory_pool(pa.default_memory_pool())
    check_allocated_bytes(pool)
    wr = weakref.ref(pool)
    assert wr() is not None
    del pool
    assert wr() is None


def test_logging_memory_pool(capfd):
    pool = pa.logging_memory_pool(pa.default_memory_pool())
    check_allocated_bytes(pool)
    out, err = capfd.readouterr()
    assert err == ""
    assert out.count("Allocate:") > 0
    assert out.count("Allocate:") == out.count("Free:")


def test_set_memory_pool():
    old_pool = pa.default_memory_pool()
    pool = pa.proxy_memory_pool(old_pool)
    pa.set_memory_pool(pool)
    try:
        allocated_before = pool.bytes_allocated()
        with allocate_bytes(None, 512):
            assert pool.bytes_allocated() == allocated_before + 512
        assert pool.bytes_allocated() == allocated_before
    finally:
        pa.set_memory_pool(old_pool)


def test_default_backend_name():
    pool = pa.default_memory_pool()
    assert pool.backend_name in possible_backends


def test_release_unused():
    pool = pa.default_memory_pool()
    pool.release_unused()


def check_env_var(name, expected, *, expect_warning=False):
    code = f"""if 1:
        import pyarrow as pa

        pool = pa.default_memory_pool()
        assert pool.backend_name in {expected!r}, pool.backend_name
        """
    env = dict(os.environ)
    env['ARROW_DEFAULT_MEMORY_POOL'] = name
    res = subprocess.run([sys.executable, "-c", code], env=env,
                         universal_newlines=True, stderr=subprocess.PIPE)
    if res.returncode != 0:
        print(res.stderr, file=sys.stderr)
        res.check_returncode()  # fail
    errlines = res.stderr.splitlines()
    if expect_warning:
        assert len(errlines) == 1
        assert f"Unsupported backend '{name}'" in errlines[0]
    else:
        assert len(errlines) == 0


def test_env_var():
    check_env_var("system", ["system"])
    if should_have_jemalloc:
        check_env_var("jemalloc", ["jemalloc"])
    if should_have_mimalloc:
        check_env_var("mimalloc", ["mimalloc"])
    check_env_var("nonexistent", possible_backends, expect_warning=True)


def test_specific_memory_pools():
    specific_pools = set()

    def check(factory, name, *, can_fail=False):
        if can_fail:
            try:
                pool = factory()
            except NotImplementedError:
                return
        else:
            pool = factory()
        assert pool.backend_name == name
        specific_pools.add(pool)

    check(pa.system_memory_pool, "system")
    check(pa.jemalloc_memory_pool, "jemalloc",
          can_fail=not should_have_jemalloc)
    check(pa.mimalloc_memory_pool, "mimalloc",
          can_fail=not should_have_mimalloc)


def test_supported_memory_backends():
    backends = pa.supported_memory_backends()

    assert "system" in backends
    if should_have_jemalloc:
        assert "jemalloc" in backends
    if should_have_mimalloc:
        assert "mimalloc" in backends


def run_debug_memory_pool(pool_factory, env_value):
    """
    Run a piece of code making an invalid memory write with the
    ARROW_DEBUG_MEMORY_POOL environment variable set to a specific value.
    """
    code = f"""if 1:
        import ctypes
        import pyarrow as pa

        pool = pa.{pool_factory}()
        buf = pa.allocate_buffer(64, memory_pool=pool)

        # Write memory out of bounds
        ptr = ctypes.cast(buf.address, ctypes.POINTER(ctypes.c_ubyte))
        ptr[64] = 0

        del buf
        """
    env = dict(os.environ)
    env['ARROW_DEBUG_MEMORY_POOL'] = env_value
    res = subprocess.run([sys.executable, "-c", code], env=env,
                         universal_newlines=True, stderr=subprocess.PIPE)
    print(res.stderr, file=sys.stderr)
    return res


@pytest.mark.parametrize('pool_factory', supported_factories())
def test_debug_memory_pool_abort(pool_factory):
    res = run_debug_memory_pool(pool_factory.__name__, "abort")
    if os.name == "posix":
        assert res.returncode == -signal.SIGABRT
    else:
        assert res.returncode != 0
    assert "Wrong size on deallocation" in res.stderr


@pytest.mark.parametrize('pool_factory', supported_factories())
def test_debug_memory_pool_trap(pool_factory):
    res = run_debug_memory_pool(pool_factory.__name__, "trap")
    if os.name == "posix":
        assert res.returncode == -signal.SIGTRAP
    else:
        assert res.returncode != 0
    assert "Wrong size on deallocation" in res.stderr


@pytest.mark.parametrize('pool_factory', supported_factories())
def test_debug_memory_pool_warn(pool_factory):
    res = run_debug_memory_pool(pool_factory.__name__, "warn")
    res.check_returncode()
    assert "Wrong size on deallocation" in res.stderr


@pytest.mark.parametrize('pool_factory', supported_factories())
def test_debug_memory_pool_disabled(pool_factory):
    res = run_debug_memory_pool(pool_factory.__name__, "")
    # The subprocess either returned successfully or was killed by a signal
    # (due to writing out of bounds), depending on the underlying allocator.
    if os.name == "posix":
        assert res.returncode <= 0
    else:
        res.check_returncode()
    assert res.stderr == ""