From 200b11b1d3f44084bf663e57112858910d8a30d5 Mon Sep 17 00:00:00 2001 From: William FH <13333726+hinthornw@users.noreply.github.com> Date: Sun, 7 Jul 2024 17:48:23 -0700 Subject: [PATCH] [Python] Respect enabled in context manager (#836) Previously, the trace() context manager would trace no matter what. Now, respect the context var that's set if you use tracing_context() Additionally, respect the enabled arg in @traceable even if project_name is manually defined. Additionally, add more tests for async traceable invocations + use asyncio debug mode to log issues --- python/Makefile | 2 +- python/langsmith/client.py | 6 +- python/langsmith/run_helpers.py | 35 +- python/langsmith/run_trees.py | 2 + python/poetry.lock | 356 +++++++++--------- python/pyproject.toml | 10 +- python/tests/integration_tests/test_client.py | 8 - python/tests/integration_tests/test_runs.py | 75 ++-- python/tests/unit_tests/test_run_helpers.py | 126 +++++++ 9 files changed, 381 insertions(+), 239 deletions(-) diff --git a/python/Makefile b/python/Makefile index c8646ed56..d06830bf9 100644 --- a/python/Makefile +++ b/python/Makefile @@ -1,7 +1,7 @@ .PHONY: tests lint format build publish doctest integration_tests integration_tests_fast evals tests: - poetry run python -m pytest --disable-socket --allow-unix-socket -n auto --durations=10 tests/unit_tests + PYTHONDEVMODE=1 PYTHONASYNCIODEBUG=1 poetry run python -m pytest --disable-socket --allow-unix-socket -n auto --durations=10 tests/unit_tests tests_watch: poetry run ptw --now . -- -vv -x tests/unit_tests diff --git a/python/langsmith/client.py b/python/langsmith/client.py index 464f80117..bd39b0e5a 100644 --- a/python/langsmith/client.py +++ b/python/langsmith/client.py @@ -266,7 +266,9 @@ def _dumps_json_single( ensure_ascii=True, ).encode("utf-8") try: - result = orjson.dumps(orjson.loads(result.decode("utf-8", errors="lossy"))) + result = orjson.dumps( + orjson.loads(result.decode("utf-8", errors="surrogateescape")) + ) except orjson.JSONDecodeError: result = _elide_surrogates(result) return result @@ -1238,7 +1240,6 @@ def create_run( if not self._filter_for_sampling([run_create]): return run_create = self._run_transform(run_create, copy=True) - self._insert_runtime_env([run_create]) if revision_id is not None: run_create["extra"]["metadata"]["revision_id"] = revision_id if ( @@ -1250,6 +1251,7 @@ def create_run( return self.tracing_queue.put( TracingQueueItem(run_create["dotted_order"], "create", run_create) ) + self._insert_runtime_env([run_create]) self._create_run(run_create) def _create_run(self, run_create: dict): diff --git a/python/langsmith/run_helpers.py b/python/langsmith/run_helpers.py index 089d19b09..ec4dbac97 100644 --- a/python/langsmith/run_helpers.py +++ b/python/langsmith/run_helpers.py @@ -700,6 +700,7 @@ def trace( DeprecationWarning, ) old_ctx = get_tracing_context() + is_disabled = old_ctx.get("enabled", True) is False outer_tags = _TAGS.get() outer_metadata = _METADATA.get() outer_project = _PROJECT_NAME.get() or utils.get_tracer_project() @@ -707,17 +708,16 @@ def trace( {"parent": parent, "run_tree": kwargs.get("run_tree"), "client": client} ) - # Merge and set context variables + # Merge context variables tags_ = sorted(set((tags or []) + (outer_tags or []))) - _TAGS.set(tags_) metadata = {**(metadata or {}), **(outer_metadata or {}), "ls_method": "trace"} - _METADATA.set(metadata) extra_outer = extra or {} extra_outer["metadata"] = metadata project_name_ = project_name or outer_project - if parent_run_ is not None: + # If it's disabled, we break the tree + if parent_run_ is not None and not is_disabled: new_run = parent_run_.create_child( name=name, run_id=run_id, @@ -740,9 +740,12 @@ def trace( tags=tags_, client=client, # type: ignore[arg-type] ) - new_run.post() - _PARENT_RUN_TREE.set(new_run) - _PROJECT_NAME.set(project_name_) + if not is_disabled: + new_run.post() + _TAGS.set(tags_) + _METADATA.set(metadata) + _PARENT_RUN_TREE.set(new_run) + _PROJECT_NAME.set(project_name_) try: yield new_run @@ -753,12 +756,14 @@ def trace( tb = utils._format_exc() tb = f"{e.__class__.__name__}: {e}\n\n{tb}" new_run.end(error=tb) - new_run.patch() + if not is_disabled: + new_run.patch() raise e finally: # Reset the old context _set_tracing_context(old_ctx) - new_run.patch() + if not is_disabled: + new_run.patch() def as_runnable(traceable_fn: Callable) -> Runnable: @@ -933,11 +938,6 @@ def _container_end( error_ = f"{repr(error)}\n\n{stacktrace}" run_tree.end(outputs=outputs_, error=error_) run_tree.patch() - if error: - try: - LOGGER.info(f"See trace: {run_tree.get_url()}") - except Exception: - pass on_end = container.get("on_end") if on_end is not None and callable(on_end): try: @@ -1027,12 +1027,7 @@ def _setup_run( ) reference_example_id = langsmith_extra.get("reference_example_id") id_ = langsmith_extra.get("run_id") - if ( - not project_cv - and not reference_example_id - and not parent_run_ - and not utils.tracing_is_enabled() - ): + if not parent_run_ and not utils.tracing_is_enabled(): utils.log_once( logging.DEBUG, "LangSmith tracing is enabled, returning original function." ) diff --git a/python/langsmith/run_trees.py b/python/langsmith/run_trees.py index ffe997c67..69fb501be 100644 --- a/python/langsmith/run_trees.py +++ b/python/langsmith/run_trees.py @@ -98,6 +98,8 @@ def infer_defaults(cls, values: dict) -> dict: values["events"] = [] if values.get("tags") is None: values["tags"] 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ignore_missing_imports = "True" disallow_untyped_defs = "True" diff --git a/python/tests/integration_tests/test_client.py b/python/tests/integration_tests/test_client.py index 980d410cf..f706407ab 100644 --- a/python/tests/integration_tests/test_client.py +++ b/python/tests/integration_tests/test_client.py @@ -562,14 +562,6 @@ def test_batch_ingest_runs(langchain_client: Client) -> None: assert run3.inputs == {"input1": 1, "input2": 2} assert run3.error == "error" - # read the project - result = langchain_client.read_project(project_name=_session) - assert result.error_rate > 0 - assert result.first_token_p50 is None - assert result.first_token_p99 is None - - langchain_client.delete_project(project_name=_session) - @freeze_time("2023-01-01") def test_get_info() -> None: diff --git a/python/tests/integration_tests/test_runs.py b/python/tests/integration_tests/test_runs.py index 165a0cf6f..ddbce85ac 100644 --- a/python/tests/integration_tests/test_runs.py +++ b/python/tests/integration_tests/test_runs.py @@ -1,5 +1,6 @@ import asyncio import time +import uuid from collections import defaultdict from concurrent.futures import ThreadPoolExecutor from typing import AsyncGenerator, Generator, Optional @@ -24,11 +25,14 @@ def poll_runs_until_count( max_retries: int = 10, sleep_time: int = 2, require_success: bool = True, + filter_: Optional[str] = None, ): retries = 0 while retries < max_retries: try: - runs = list(langchain_client.list_runs(project_name=project_name)) + runs = list( + langchain_client.list_runs(project_name=project_name, filter=filter_) + ) if len(runs) == count: if not require_success or all( [run.status == "success" for run in runs] @@ -45,8 +49,7 @@ def test_nested_runs( langchain_client: Client, ): project_name = "__My Tracer Project - test_nested_runs" - if langchain_client.has_project(project_name): - langchain_client.delete_project(project_name=project_name) + run_meta = uuid.uuid4().hex @traceable(run_type="chain") def my_run(text: str): @@ -61,10 +64,20 @@ def my_llm_run(text: str): def my_chain_run(text: str): return my_run(text) - my_chain_run("foo", langsmith_extra=dict(project_name=project_name)) + my_chain_run( + "foo", + langsmith_extra=dict( + project_name=project_name, metadata={"test_run": run_meta} + ), + ) for _ in range(15): try: - runs = list(langchain_client.list_runs(project_name=project_name)) + runs = list( + langchain_client.list_runs( + project_name=project_name, + filter=f"and(eq(metadata_key,'test_run'),eq(metadata_value,'{run_meta}'))", + ) + ) assert len(runs) == 3 break except (ls_utils.LangSmithError, AssertionError): @@ -81,10 +94,6 @@ def my_chain_run(text: str): assert runs_dict["my_llm_run"].parent_run_id == runs_dict["my_run"].id assert runs_dict["my_llm_run"].run_type == "llm" assert runs_dict["my_llm_run"].inputs == {"text": "foo"} - try: - langchain_client.delete_project(project_name=project_name) - except Exception: - pass async def test_list_runs_multi_project(langchain_client: Client): @@ -92,28 +101,32 @@ async def test_list_runs_multi_project(langchain_client: Client): "__My Tracer Project - test_list_runs_multi_project", "__My Tracer Project - test_list_runs_multi_project2", ] - try: - for project_name in project_names: - if langchain_client.has_project(project_name): - langchain_client.delete_project(project_name=project_name) - - @traceable(run_type="chain") - async def my_run(text: str): - return "Completed: " + text - - for project_name in project_names: - await my_run("foo", langsmith_extra=dict(project_name=project_name)) - poll_runs_until_count(langchain_client, project_names[0], 1) - poll_runs_until_count(langchain_client, project_names[1], 1) - runs = list(langchain_client.list_runs(project_name=project_names)) - assert len(runs) == 2 - assert all([run.outputs["output"] == "Completed: foo" for run in runs]) # type: ignore - assert runs[0].session_id != runs[1].session_id - - finally: - for project_name in project_names: - if langchain_client.has_project(project_name): - langchain_client.delete_project(project_name=project_name) + + @traceable(run_type="chain") + async def my_run(text: str): + return "Completed: " + text + + run_meta = uuid.uuid4().hex + for project_name in project_names: + await my_run( + "foo", + langsmith_extra=dict( + project_name=project_name, metadata={"test_run": run_meta} + ), + ) + filter_ = f'and(eq(metadata_key, "test_run"), eq(metadata_value, "{run_meta}"))' + + poll_runs_until_count(langchain_client, project_names[0], 1, filter_=filter_) + poll_runs_until_count(langchain_client, project_names[1], 1, filter_=filter_) + runs = list( + langchain_client.list_runs( + project_name=project_names, + filter=filter_, + ) + ) + assert len(runs) == 2 + assert all([run.outputs["output"] == "Completed: foo" for run in runs]) # type: ignore + assert runs[0].session_id != runs[1].session_id async def test_nested_async_runs(langchain_client: Client): diff --git a/python/tests/unit_tests/test_run_helpers.py b/python/tests/unit_tests/test_run_helpers.py index f731fb892..d0998986d 100644 --- a/python/tests/unit_tests/test_run_helpers.py +++ b/python/tests/unit_tests/test_run_helpers.py @@ -13,6 +13,7 @@ import langsmith from langsmith import Client +from langsmith import schemas as ls_schemas from langsmith.run_helpers import ( _get_inputs, as_runnable, @@ -1121,3 +1122,128 @@ def parent(inputs: dict) -> dict: assert parent_patch["id"] == parent_uid assert parent_patch["outputs"] == expected_at_stage["parent_output"] assert parent_patch["inputs"] == expected_at_stage["parent_input"] + + +def test_trace_respects_tracing_context(): + mock_client = _get_mock_client() + with tracing_context(enabled=False): + with trace(name="foo", inputs={"a": 1}, client=mock_client): + pass + + mock_calls = _get_calls(mock_client) + assert not mock_calls + + +def test_trace_nested_enable_disable(): + # Test that you can disable then re-enable tracing + # and the trace connects as expected + mock_client = _get_mock_client() + with tracing_context(enabled=True): + with trace(name="foo", inputs={"a": 1}, client=mock_client) as run: + with tracing_context(enabled=False): + with trace(name="bar", inputs={"b": 2}, client=mock_client) as run2: + with tracing_context(enabled=True): + with trace( + name="baz", inputs={"c": 3}, client=mock_client + ) as run3: + run3.end(outputs={"c": 3}) + run2.end(outputs={"b": 2}) + run.end(outputs={"a": 1}) + + # Now we need to ensure that there are 2 runs created (2 posts and 2 patches), + # run -> run3 + # with run2 being invisible + mock_calls = _get_calls(mock_client, verbs={"POST", "PATCH"}) + datas = [json.loads(mock_post.kwargs["data"]) for mock_post in mock_calls] + assert "post" in datas[0] + posted = datas[0]["post"] + assert len(posted) == 2 + assert posted[0]["name"] == "foo" + assert posted[1]["name"] == "baz" + dotted_parts = posted[1]["dotted_order"].split(".") + assert len(dotted_parts) == 2 + parent_dotted = posted[0]["dotted_order"] + assert parent_dotted == dotted_parts[0] + + +def test_tracing_disabled_project_name_set(): + mock_client = _get_mock_client() + + @traceable + def foo(a: int) -> int: + return a + + with tracing_context(enabled=False): + with trace( + name="foo", inputs={"a": 1}, client=mock_client, project_name="my_project" + ): + pass + foo(1, langsmith_extra={"client": mock_client, "project_name": "my_project"}) + + mock_calls = _get_calls(mock_client) + assert not mock_calls + + +@pytest.mark.parametrize("auto_batch_tracing", [True, False]) +async def test_traceable_async_exception(auto_batch_tracing: bool): + mock_client = _get_mock_client( + auto_batch_tracing=auto_batch_tracing, + info=ls_schemas.LangSmithInfo( + batch_ingest_config=ls_schemas.BatchIngestConfig( + size_limit_bytes=None, # Note this field is not used here + size_limit=100, + scale_up_nthreads_limit=16, + scale_up_qsize_trigger=1000, + scale_down_nempty_trigger=4, + ) + ), + ) + + @traceable + async def my_function(a: int) -> int: + raise ValueError("foo") + + with tracing_context(enabled=True): + with pytest.raises(ValueError, match="foo"): + await my_function(1, langsmith_extra={"client": mock_client}) + + # Get ALL the call args for the mock_client + num_calls = 1 if auto_batch_tracing else 2 + mock_calls = _get_calls( + mock_client, verbs={"POST", "PATCH", "GET"}, minimum=num_calls + ) + assert len(mock_calls) == num_calls + + +@pytest.mark.parametrize("auto_batch_tracing", [True, False]) +async def test_traceable_async_gen_exception(auto_batch_tracing: bool): + mock_client = _get_mock_client( + auto_batch_tracing=auto_batch_tracing, + info=ls_schemas.LangSmithInfo( + batch_ingest_config=ls_schemas.BatchIngestConfig( + size_limit_bytes=None, # Note this field is not used here + size_limit=100, + scale_up_nthreads_limit=16, + scale_up_qsize_trigger=1000, + scale_down_nempty_trigger=4, + ) + ), + ) + + @traceable + async def my_function(a: int) -> AsyncGenerator[int, None]: + for i in range(5): + yield i + raise ValueError("foo") + + with tracing_context(enabled=True): + with pytest.raises(ValueError, match="foo"): + async for _ in my_function(1, langsmith_extra={"client": mock_client}): + pass + + # Get ALL the call args for the mock_client + num_calls = 1 if auto_batch_tracing else 2 + mock_calls = _get_calls( + mock_client, verbs={"POST", "PATCH", "GET"}, minimum=num_calls + ) + assert len(mock_calls) == num_calls