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Convert the per-test VCR verdict line from a single 'NOOP / HIT / MISS /
PARTIAL' tag into a classified outcome that distinguishes the cases that
silently bill the live API on every CI run from the ones that don't:
HIT pure replay
PARTIAL mixed replay + new recordings
MISS:RECORDED new cassette saved to Redis (cached next run)
MISS:OVERFLOW cassette > MAX_EPISODES_PER_CASSETTE; persister
refused to save; re-bills every run
MISS:NOT_PERSISTED test failed; save_cassette skipped; re-bills
NOOP VCR-marked but no HTTP traffic (mocked elsewhere)
UNMARKED:LIVE_CALL test bypassed VCR AND opened a TCP connection
to a known LLM provider host -> wasted spend
UNMARKED:NO_TRAFFIC test bypassed VCR but didn't call out
The UNMARKED:LIVE_CALL signal is what converts 'this test probably hits
live' into 'this test connected to api.openai.com'. We install a
socket.connect / socket.create_connection wrapper for the duration of
each non-VCR-marked test and record any outbound TCP to a known LLM
provider hostname. The probe sits below the httpx layer so vcrpy and
respx (which both patch above the socket) are unaffected.
Replace the file-level _RESPX_CONFLICTING_FILES blacklists in the
llm_translation and local_testing conftests with per-item respx
detection in apply_vcr_auto_marker_to_items. A test now skips VCR when
it actually carries @pytest.mark.respx or has respx_mock in its fixture
chain - not just because some other test in the same file imports
MockRouter. Items skipped by skip_files are split into respx_conflict
(real conflict, the module wires up respx) vs file_opt_out (dead skip-
list entry whose module never touches respx) so the session summary
makes pruning obvious.
Stabilize the AWS SigV4 fingerprint: the Authorization header on
Bedrock requests rotates its Credential date and Signature on every
call, which previously pushed every Bedrock test past the 50-episode
overflow threshold. Extract the access-key id only
('aws-sigv4:AKIA...') so two requests with the same identity match.
Always emit verdict logging when VCR is active (set
LITELLM_VCR_VERBOSE=0 to opt back into the legacy quiet mode). Add a
session-end classification summary that lists overflow tests, unmarked
live-call tests, and the skip-reason breakdown.
Wire the live-call probe + summary hook into every test directory that
already uses the Redis-backed VCR cache (audio_tests, guardrails_tests,
image_gen_tests, litellm_utils_tests, llm_responses_api_testing,
llm_translation, local_testing, logging_callback_tests, ocr_tests,
pass_through_unit_tests, router_unit_tests, search_tests,
unified_google_tests).
Add tests/llm_translation/test_vcr_classification.py covering the
verdict classifier, skip-reason tagging, AWS SigV4 fingerprint stability,
live-host classification, and session summary rendering.
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
179 lines
5.4 KiB
Python
179 lines
5.4 KiB
Python
# conftest.py
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#
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# xdist-compatible test isolation for llm_translation tests.
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# Mirrors the pattern in tests/local_testing/conftest.py:
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# - Function-scoped fixture resets litellm globals to true defaults
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# - Module-scoped reload only in single-process mode
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import asyncio
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import importlib
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import os
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import sys
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import pytest
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sys.path.insert(
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0, os.path.abspath("../..")
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) # Adds the parent directory to the system path
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import litellm # noqa: E402
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from tests._vcr_conftest_common import ( # noqa: E402
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VerboseReporterState,
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apply_vcr_auto_marker_to_items,
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emit_cassette_cache_session_banner,
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emit_vcr_classification_summary,
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install_live_call_probe,
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record_vcr_outcome,
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register_persister_if_enabled,
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vcr_config_dict,
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)
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# Per-item respx detection (``apply_vcr_auto_marker_to_items``) handles
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# the vast majority of respx-vs-vcrpy conflicts automatically. The only
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# entry below is the persister's own unit-test file, which exercises
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# ``save_cassette`` / ``load_cassette`` against fakeredis and must not
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# itself run under a live cassette context.
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_VCR_AUTO_MARKER_SKIP_FILES = frozenset({"test_vcr_redis_persister.py"})
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# Tests that observe live cross-call provider state (e.g. prompt-cache
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# warm-up between two consecutive calls); replay can't reproduce that state.
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_VCR_INCOMPATIBLE_NODEID_SUFFIXES = (
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"::test_prompt_caching",
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"TestBedrockInvokeNovaJson::test_json_response_pydantic_obj",
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"::test_bedrock_converse__streaming_passthrough",
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)
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_verbose_state = VerboseReporterState()
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@pytest.fixture(scope="module")
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def vcr_config():
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return vcr_config_dict()
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def pytest_recording_configure(config, vcr):
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register_persister_if_enabled(vcr)
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@pytest.hookimpl(hookwrapper=True)
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def pytest_runtest_makereport(item, call):
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outcome = yield
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rep = outcome.get_result()
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setattr(item, f"rep_{rep.when}", rep)
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@pytest.fixture(autouse=True)
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def _vcr_outcome_gate(request, vcr):
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install_live_call_probe(request, vcr)
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yield
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record_vcr_outcome(request, vcr)
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def pytest_configure(config):
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_verbose_state.remember_pluginmanager(config)
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def pytest_runtest_logreport(report):
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_verbose_state.maybe_emit_verdict(report)
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def pytest_terminal_summary(terminalreporter, exitstatus, config):
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emit_cassette_cache_session_banner(terminalreporter)
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emit_vcr_classification_summary(terminalreporter)
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# ---------------------------------------------------------------------------
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# Capture TRUE defaults at conftest import time (before test modules pollute).
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# ---------------------------------------------------------------------------
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_SCALAR_DEFAULTS = {
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"num_retries": getattr(litellm, "num_retries", None),
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"set_verbose": getattr(litellm, "set_verbose", False),
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"cache": getattr(litellm, "cache", None),
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"allowed_fails": getattr(litellm, "allowed_fails", 3),
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"disable_aiohttp_transport": getattr(litellm, "disable_aiohttp_transport", False),
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"force_ipv4": getattr(litellm, "force_ipv4", False),
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"drop_params": getattr(litellm, "drop_params", None),
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"modify_params": getattr(litellm, "modify_params", False),
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"api_base": getattr(litellm, "api_base", None),
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"api_key": getattr(litellm, "api_key", None),
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"cohere_key": getattr(litellm, "cohere_key", None),
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}
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@pytest.fixture(scope="session")
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def event_loop():
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try:
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loop = asyncio.get_running_loop()
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except RuntimeError:
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loop = asyncio.new_event_loop()
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yield loop
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loop.close()
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@pytest.fixture(scope="function", autouse=True)
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def setup_and_teardown(event_loop): # Add event_loop as a dependency
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sys.path.insert(0, os.path.abspath("../.."))
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import litellm
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# ---- Save current state (for teardown restore) ----
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original_state = {}
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for attr in (
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"callbacks",
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"success_callback",
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"failure_callback",
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"_async_success_callback",
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"_async_failure_callback",
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):
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if hasattr(litellm, attr):
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val = getattr(litellm, attr)
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original_state[attr] = val.copy() if val else []
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for attr in _SCALAR_DEFAULTS:
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if hasattr(litellm, attr):
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original_state[attr] = getattr(litellm, attr)
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# ---- Reset to true defaults before the test ----
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from litellm.litellm_core_utils.logging_worker import GLOBAL_LOGGING_WORKER
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asyncio.run(GLOBAL_LOGGING_WORKER.clear_queue())
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importlib.reload(litellm)
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# Set the event loop from the fixture
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asyncio.set_event_loop(event_loop)
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yield
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# ---- Teardown ----
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for attr, original_value in original_state.items():
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if hasattr(litellm, attr):
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setattr(litellm, attr, original_value)
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# Clean up any pending tasks
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pending = asyncio.all_tasks(event_loop)
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for task in pending:
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task.cancel()
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# Run the event loop until all tasks are cancelled
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if pending:
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event_loop.run_until_complete(asyncio.gather(*pending, return_exceptions=True))
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def pytest_collection_modifyitems(config, items):
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apply_vcr_auto_marker_to_items(
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items,
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skip_files=_VCR_AUTO_MARKER_SKIP_FILES,
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skip_nodeid_suffixes=_VCR_INCOMPATIBLE_NODEID_SUFFIXES,
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)
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custom_logger_tests = [
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item for item in items if "custom_logger" in item.parent.name
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]
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other_tests = [item for item in items if "custom_logger" not in item.parent.name]
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custom_logger_tests.sort(key=lambda x: x.name)
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other_tests.sort(key=lambda x: x.name)
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items[:] = custom_logger_tests + other_tests
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