litellm/tests/logging_callback_tests/conftest.py

# conftest.py
#
# xdist-compatible test isolation for logging callback tests.
#
# Key design: capture litellm's true default values at conftest import time
# (BEFORE test modules are imported) so we can reset to clean defaults before
# each test. This is necessary because some test modules set module-level
# globals like `litellm.num_retries = 3` which pollute state for all tests
# in the same xdist worker.

import importlib
import os

import pytest

import litellm

from tests._vcr_conftest_common import (  # noqa: E402,F401
    VerboseReporterState,
    _pin_multipart_boundary,
    apply_vcr_auto_marker_to_items,
    emit_cassette_cache_session_banner,
    emit_vcr_classification_summary,
    emit_vcr_diagnostic_log,
    install_live_call_probe,
    record_vcr_outcome,
    register_persister_if_enabled,
    reset_vcr_diag_dir,
    vcr_config_dict,
)

# vcrpy and respx both patch the httpx transport — applying both makes one
# silently win, so respx-using files opt out of the auto-marker.
_RESPX_CONFLICTING_FILES = frozenset(
    {
        "test_assemble_streaming_responses.py",
        "test_langfuse_unit_tests.py",
    }
)

_VCR_INCOMPATIBLE_FILES = frozenset()

_VCR_INCOMPATIBLE_NODEID_SUFFIXES: tuple[str, ...] = ()


_verbose_state = VerboseReporterState()


@pytest.fixture(scope="module")
def vcr_config():
    return vcr_config_dict()


def pytest_recording_configure(config, vcr):
    register_persister_if_enabled(vcr)


@pytest.hookimpl(hookwrapper=True)
def pytest_runtest_makereport(item, call):
    outcome = yield
    rep = outcome.get_result()
    setattr(item, f"rep_{rep.when}", rep)


@pytest.fixture(autouse=True)
def _vcr_outcome_gate(request, vcr):
    install_live_call_probe(request, vcr)
    yield
    record_vcr_outcome(request, vcr)


def pytest_configure(config):
    _verbose_state.remember_pluginmanager(config)
    reset_vcr_diag_dir()


def pytest_runtest_logreport(report):
    _verbose_state.maybe_emit_verdict(report)


_LIST_ATTRS = (
    "callbacks",
    "success_callback",
    "failure_callback",
    "_async_success_callback",
    "_async_failure_callback",
    "service_callback",
    "pre_call_rules",
    "post_call_rules",
)

_SCALAR_ATTRS = (
    "set_verbose",
    "cache",
    "num_retries",
    "num_retries_per_request",
    "turn_off_message_logging",
    "redact_messages_in_exceptions",
    "redact_user_api_key_info",
    "s3_callback_params",
    "s3_audit_callback_params",
    "datadog_params",
    "vector_store_registry",
)

# ---- Capture true defaults at conftest import time ----
# This runs BEFORE any test modules are imported, so values are clean.
_DEFAULTS: dict = {}
for _attr in _LIST_ATTRS:
    if hasattr(litellm, _attr):
        _val = getattr(litellm, _attr)
        _DEFAULTS[_attr] = _val.copy() if isinstance(_val, list) else _val
for _attr in _SCALAR_ATTRS:
    if hasattr(litellm, _attr):
        _DEFAULTS[_attr] = getattr(litellm, _attr)


@pytest.fixture(scope="function", autouse=True)
def isolate_litellm_state():
    """
    Per-function isolation fixture.

    Resets litellm state to the true defaults captured at conftest import time,
    then restores after the test. This prevents module-level mutations (e.g.
    `litellm.num_retries = 3` at the top of test_langfuse_e2e_test.py) from
    leaking across tests within the same xdist worker.
    """
    from litellm.litellm_core_utils import litellm_logging as ll_logging
    from litellm.proxy.management_helpers import audit_logs as ll_audit_logs

    # Flush cache and clear internal logger instances before test
    if hasattr(litellm, "in_memory_llm_clients_cache"):
        litellm.in_memory_llm_clients_cache.flush_cache()

    # Clear cached logger instances (LangsmithLogger, SlackAlerting, etc.)
    ll_logging._in_memory_loggers.clear()
    ll_audit_logs._audit_log_callback_cache.clear()

    # Reset ALL attrs to their true defaults before the test runs.
    # This undoes any module-level mutations from test file imports.
    for attr in _LIST_ATTRS:
        if attr in _DEFAULTS:
            default = _DEFAULTS[attr]
            setattr(
                litellm, attr, default.copy() if isinstance(default, list) else default
            )

    for attr in _SCALAR_ATTRS:
        if attr in _DEFAULTS:
            setattr(litellm, attr, _DEFAULTS[attr])

    yield

    # Teardown: reset back to defaults again (belt-and-suspenders)
    if hasattr(litellm, "in_memory_llm_clients_cache"):
        litellm.in_memory_llm_clients_cache.flush_cache()

    ll_logging._in_memory_loggers.clear()
    ll_audit_logs._audit_log_callback_cache.clear()

    for attr in _LIST_ATTRS:
        if attr in _DEFAULTS:
            default = _DEFAULTS[attr]
            setattr(
                litellm, attr, default.copy() if isinstance(default, list) else default
            )

    for attr in _SCALAR_ATTRS:
        if attr in _DEFAULTS:
            setattr(litellm, attr, _DEFAULTS[attr])


@pytest.fixture(scope="module", autouse=True)
def setup_and_teardown():
    """
    Module-scoped setup. Reloads litellm only in single-process mode
    (skipped under xdist to avoid cross-worker interference).
    """

    import litellm

    worker_id = os.environ.get("PYTEST_XDIST_WORKER", None)
    if worker_id is None:
        importlib.reload(litellm)

        try:
            if hasattr(litellm, "proxy") and hasattr(litellm.proxy, "proxy_server"):
                import litellm.proxy.proxy_server

                importlib.reload(litellm.proxy.proxy_server)
        except Exception as e:
            print(f"Error reloading litellm.proxy.proxy_server: {e}")

        if hasattr(litellm, "in_memory_llm_clients_cache"):
            litellm.in_memory_llm_clients_cache.flush_cache()

    yield


def pytest_collection_modifyitems(config, items):
    apply_vcr_auto_marker_to_items(
        items,
        skip_files=_RESPX_CONFLICTING_FILES | _VCR_INCOMPATIBLE_FILES,
        skip_nodeid_suffixes=_VCR_INCOMPATIBLE_NODEID_SUFFIXES,
    )

    # Separate tests in 'test_amazing_proxy_custom_logger.py' and other tests
    custom_logger_tests = [
        item for item in items if "custom_logger" in item.parent.name
    ]
    other_tests = [item for item in items if "custom_logger" not in item.parent.name]

    # Sort tests based on their names
    custom_logger_tests.sort(key=lambda x: x.name)
    other_tests.sort(key=lambda x: x.name)

    # Reorder the items list
    items[:] = custom_logger_tests + other_tests


def pytest_terminal_summary(terminalreporter, exitstatus, config):
    emit_cassette_cache_session_banner(terminalreporter)
    emit_vcr_classification_summary(terminalreporter)
    emit_vcr_diagnostic_log(terminalreporter)