From 4eaac3f2fc5328832714440a0292ad6c6036a843 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Tue, 5 Dec 2023 14:52:49 -0800 Subject: [PATCH 01/39] List of UN member nations based upon https://www.un.org/dgacm/sites/www.un.org.dgacm/files/Documents_Protocol/officialnamesofcountries.pdf --- tests/tests_data/countries.csv | 3 +++ 1 file changed, 3 insertions(+) create mode 100644 tests/tests_data/countries.csv diff --git a/tests/tests_data/countries.csv b/tests/tests_data/countries.csv new file mode 100644 index 0000000000..cbf9e38094 --- /dev/null +++ b/tests/tests_data/countries.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e47852ca51dd2c3a6419d1edd239ad9b5b0dd1bdf9c53cc447c931da3d364430 +size 1931 From 0c43db8680055be1a1304d01bde7be6c2d4633d8 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Tue, 5 Dec 2023 15:13:36 -0800 Subject: [PATCH 02/39] Add heading row --- tests/tests_data/countries.csv | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/tests_data/countries.csv b/tests/tests_data/countries.csv index cbf9e38094..56be127084 100644 --- a/tests/tests_data/countries.csv +++ b/tests/tests_data/countries.csv @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:e47852ca51dd2c3a6419d1edd239ad9b5b0dd1bdf9c53cc447c931da3d364430 -size 1931 +oid sha256:3574650a2716bfcfea2dd3372aa6ef29ad6a6cac31fff0ebae838043d96ff1ae +size 1940 From 357e6577e3f55f0f38d2d52129628074ab6af217 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Tue, 5 Dec 2023 15:19:34 -0800 Subject: [PATCH 03/39] fix heading row case --- tests/tests_data/countries.csv | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/tests_data/countries.csv b/tests/tests_data/countries.csv index 56be127084..7e95c88d42 100644 --- a/tests/tests_data/countries.csv +++ b/tests/tests_data/countries.csv @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:3574650a2716bfcfea2dd3372aa6ef29ad6a6cac31fff0ebae838043d96ff1ae +oid sha256:63e2b6cbcf342812d20b7af616f0886d42aa326e52422c3f7591917e08af0ea0 size 1940 From b5f4b4ad7056accb7c13e9f568be831effd6fad8 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Tue, 5 Dec 2023 16:28:11 -0800 Subject: [PATCH 04/39] Add flags to read in the input from a file, and optionally shuffle the dataframe --- examples/llm/completion/pipeline.py | 26 ++++++++++++++++++-------- examples/llm/completion/run.py | 12 ++++++++++++ 2 files changed, 30 insertions(+), 8 deletions(-) diff --git a/examples/llm/completion/pipeline.py b/examples/llm/completion/pipeline.py index c745b9bf3e..209a7ecb05 100644 --- a/examples/llm/completion/pipeline.py +++ b/examples/llm/completion/pipeline.py @@ -19,6 +19,7 @@ from morpheus.config import Config from morpheus.config import PipelineModes +from morpheus.io.deserializers import read_file_to_df from morpheus.llm import LLMEngine from morpheus.llm.nodes.extracter_node import ExtracterNode from morpheus.llm.nodes.llm_generate_node import LLMGenerateNode @@ -71,8 +72,13 @@ def _build_engine(llm_service: str): return engine -def pipeline(num_threads: int, pipeline_batch_size: int, model_max_batch_size: int, repeat_count: int, - llm_service: str) -> float: +def pipeline(num_threads: int, + pipeline_batch_size: int, + model_max_batch_size: int, + repeat_count: int, + llm_service: str, + input_file: str = None, + shuffle: bool = False) -> float: config = Config() @@ -83,8 +89,10 @@ def pipeline(num_threads: int, pipeline_batch_size: int, model_max_batch_size: i config.mode = PipelineModes.NLP config.edge_buffer_size = 128 - source_dfs = [ - cudf.DataFrame({ + if input_file is not None: + source_df = read_file_to_df(input_file, df_type='cudf') + else: + source_df = cudf.DataFrame({ "country": [ "France", "Spain", @@ -98,13 +106,15 @@ def pipeline(num_threads: int, pipeline_batch_size: int, model_max_batch_size: i "United States", ] }) - ] + + if shuffle: + source_df = source_df.sample(frac=1, ignore_index=True) completion_task = {"task_type": "completion", "task_dict": {"input_keys": ["country"], }} pipe = LinearPipeline(config) - pipe.set_source(InMemorySourceStage(config, dataframes=source_dfs, repeat=repeat_count)) + pipe.set_source(InMemorySourceStage(config, dataframes=[source_df], repeat=repeat_count)) pipe.add_stage( DeserializeStage(config, message_type=ControlMessage, task_type="llm_engine", task_payload=completion_task)) @@ -113,10 +123,10 @@ def pipeline(num_threads: int, pipeline_batch_size: int, model_max_batch_size: i pipe.add_stage(LLMEngineStage(config, engine=_build_engine(llm_service=llm_service))) - sink = pipe.add_stage(InMemorySinkStage(config)) - pipe.add_stage(MonitorStage(config, description="Inference rate", unit="req", delayed_start=True)) + sink = pipe.add_stage(InMemorySinkStage(config)) + start_time = time.time() pipe.run() diff --git a/examples/llm/completion/run.py b/examples/llm/completion/run.py index a04744382a..becb65ab75 100644 --- a/examples/llm/completion/run.py +++ b/examples/llm/completion/run.py @@ -55,6 +55,18 @@ def run(): default="NemoLLM", type=click.Choice(['NemoLLM', 'OpenAI'], case_sensitive=False), help="LLM service to issue requests to.") +@click.option( + "--input_file", + type=click.Path(exists=True, readable=True), + default=None, + required=False, + help="Input to read country names from, if undefined an in-memory DataFrame of ten countris will be used.") +@click.option( + "--shuffle", + is_flag=True, + default=False, + help=("Random shuffle order of country names."), +) def pipeline(**kwargs): from .pipeline import pipeline as _pipeline From 9e8d4ca9080dd47a4d21f833d29cde51953e83d7 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Wed, 6 Dec 2023 10:39:16 -0800 Subject: [PATCH 05/39] Move nemo and openai fixtures up a level to be shared with benchmarks --- tests/conftest.py | 51 ++++++++++++++++++++++++++++++++++++++++++ tests/llm/conftest.py | 52 ------------------------------------------- 2 files changed, 51 insertions(+), 52 deletions(-) diff --git a/tests/conftest.py b/tests/conftest.py index 90371fc690..d6f32aa71a 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -25,10 +25,12 @@ import types import typing import warnings +from unittest import mock import pytest import requests +from _utils import import_or_skip from _utils.kafka import _init_pytest_kafka from _utils.kafka import kafka_bootstrap_servers_fixture # noqa: F401 pylint:disable=unused-import from _utils.kafka import kafka_consumer_fixture # noqa: F401 pylint:disable=unused-import @@ -1007,3 +1009,52 @@ def idx_part_collection_config_fixture(): def simple_collection_config_fixture(): from _utils import load_json_file yield load_json_file(filename="service/milvus_simple_collection_conf.json") + + +@pytest.fixture(name="nemollm", scope='session') +def nemollm_fixture(fail_missing: bool): + """ + Fixture to ensure nemollm is installed + """ + skip_reason = ("Tests for the NeMoLLMService require the nemollm package to be installed, to install this run:\n" + "`mamba install -n base -c conda-forge conda-merge`\n" + "`conda run -n base --live-stream conda-merge docker/conda/environments/cuda${CUDA_VER}_dev.yml " + " docker/conda/environments/cuda${CUDA_VER}_examples.yml" + " > .tmp/merged.yml && mamba env update -n morpheus --file .tmp/merged.yml`") + yield import_or_skip("nemollm", reason=skip_reason, fail_missing=fail_missing) + + +@pytest.fixture(name="openai", scope='session') +def openai_fixture(fail_missing: bool): + """ + Fixture to ensure openai is installed + """ + skip_reason = ("Tests for the OpenAIChatService require the openai package to be installed, to install this run:\n" + "`mamba install -n base -c conda-forge conda-merge`\n" + "`conda run -n base --live-stream conda-merge docker/conda/environments/cuda${CUDA_VER}_dev.yml " + " docker/conda/environments/cuda${CUDA_VER}_examples.yml" + " > .tmp/merged.yml && mamba env update -n morpheus --file .tmp/merged.yml`") + yield import_or_skip("openai", reason=skip_reason, fail_missing=fail_missing) + + +@pytest.mark.usefixtures("openai") +@pytest.fixture(name="mock_chat_completion") +def mock_chat_completion_fixture(): + with mock.patch("openai.ChatCompletion") as mock_chat_completion: + mock_chat_completion.return_value = mock_chat_completion + + response = {'choices': [{'message': {'content': 'test_output'}}]} + mock_chat_completion.create.return_value = response.copy() + mock_chat_completion.acreate = mock.AsyncMock(return_value=response.copy()) + yield mock_chat_completion + + +@pytest.mark.usefixtures("nemollm") +@pytest.fixture(name="mock_nemollm") +def mock_nemollm_fixture(): + with mock.patch("nemollm.NemoLLM") as mock_nemollm: + mock_nemollm.return_value = mock_nemollm + mock_nemollm.generate_multiple.return_value = ["test_output"] + mock_nemollm.post_process_generate_response.return_value = {"text": "test_output"} + + yield mock_nemollm diff --git a/tests/llm/conftest.py b/tests/llm/conftest.py index 105fa9162c..226fee96d9 100644 --- a/tests/llm/conftest.py +++ b/tests/llm/conftest.py @@ -13,63 +13,11 @@ # See the License for the specific language governing permissions and # limitations under the License. -from unittest import mock - import pytest -from _utils import import_or_skip from _utils import require_env_variable -@pytest.fixture(name="nemollm", scope='session') -def nemollm_fixture(fail_missing: bool): - """ - Fixture to ensure nemollm is installed - """ - skip_reason = ("Tests for the NeMoLLMService require the nemollm package to be installed, to install this run:\n" - "`mamba install -n base -c conda-forge conda-merge`\n" - "`conda run -n base --live-stream conda-merge docker/conda/environments/cuda${CUDA_VER}_dev.yml " - " docker/conda/environments/cuda${CUDA_VER}_examples.yml" - " > .tmp/merged.yml && mamba env update -n morpheus --file .tmp/merged.yml`") - yield import_or_skip("nemollm", reason=skip_reason, fail_missing=fail_missing) - - -@pytest.fixture(name="openai", scope='session') -def openai_fixture(fail_missing: bool): - """ - Fixture to ensure openai is installed - """ - skip_reason = ("Tests for the OpenAIChatService require the openai package to be installed, to install this run:\n" - "`mamba install -n base -c conda-forge conda-merge`\n" - "`conda run -n base --live-stream conda-merge docker/conda/environments/cuda${CUDA_VER}_dev.yml " - " docker/conda/environments/cuda${CUDA_VER}_examples.yml" - " > .tmp/merged.yml && mamba env update -n morpheus --file .tmp/merged.yml`") - yield import_or_skip("openai", reason=skip_reason, fail_missing=fail_missing) - - -@pytest.mark.usefixtures("openai") -@pytest.fixture(name="mock_chat_completion") -def mock_chat_completion_fixture(): - with mock.patch("openai.ChatCompletion") as mock_chat_completion: - mock_chat_completion.return_value = mock_chat_completion - - response = {'choices': [{'message': {'content': 'test_output'}}]} - mock_chat_completion.create.return_value = response.copy() - mock_chat_completion.acreate = mock.AsyncMock(return_value=response.copy()) - yield mock_chat_completion - - -@pytest.mark.usefixtures("nemollm") -@pytest.fixture(name="mock_nemollm") -def mock_nemollm_fixture(): - with mock.patch("nemollm.NemoLLM") as mock_nemollm: - mock_nemollm.return_value = mock_nemollm - mock_nemollm.generate_multiple.return_value = ["test_output"] - mock_nemollm.post_process_generate_response.return_value = {"text": "test_output"} - - yield mock_nemollm - - @pytest.fixture(name="countries") def countries_fixture(): yield [ From 575c8056e2d23a96bd1275abeeb65193a29c4887 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Wed, 6 Dec 2023 10:40:07 -0800 Subject: [PATCH 06/39] Fix integration test, responses are prefixed with text --- tests/llm/test_agents_simple_pipe.py | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/tests/llm/test_agents_simple_pipe.py b/tests/llm/test_agents_simple_pipe.py index 69b57e76cf..9db50564ec 100644 --- a/tests/llm/test_agents_simple_pipe.py +++ b/tests/llm/test_agents_simple_pipe.py @@ -13,6 +13,8 @@ # See the License for the specific language governing permissions and # limitations under the License. +import re + import pandas as pd import pytest from langchain import OpenAI @@ -97,4 +99,8 @@ def test_agents_simple_pipe_integration_openai(config: Config): assert len(result_df.columns) == 2 assert any(result_df.columns == ["questions", "response"]) - assert float(result_df.response.iloc[0]) >= 3.7 + + response_txt = result_df.response.iloc[0] + response_match = re.match(".*(\d+\.\d+)\.?$", response_txt) + assert response_match is not None + assert float(response_match.group(1)) >= 3.7 From a8876db48056d832f751319827f55b29edb7f2e1 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Wed, 6 Dec 2023 15:13:31 -0800 Subject: [PATCH 07/39] Extend existing mock_chat_completion and mock_nemollm fixtures to randomly sleep --- tests/benchmarks/conftest.py | 41 ++++++++++++++++++++++++++++++++++++ 1 file changed, 41 insertions(+) diff --git a/tests/benchmarks/conftest.py b/tests/benchmarks/conftest.py index 83b57698ac..85af5c2d3a 100644 --- a/tests/benchmarks/conftest.py +++ b/tests/benchmarks/conftest.py @@ -13,10 +13,15 @@ # See the License for the specific language governing permissions and # limitations under the License. +import asyncio import glob import os +import random +import typing +from unittest import mock import GPUtil +import pytest from test_bench_e2e_pipelines import E2E_TEST_CONFIGS @@ -70,3 +75,39 @@ def pytest_benchmark_update_json(config, benchmarks, output_json): bench['stats']['max_throughput_bytes'] = (byte_count * repeat) / bench['stats']['min'] bench['stats']['mean_throughput_bytes'] = (byte_count * repeat) / bench['stats']['mean'] bench['stats']['median_throughput_bytes'] = (byte_count * repeat) / bench['stats']['median'] + + +@pytest.mark.usefixtures("openai", "manual_seed") +@pytest.fixture(name="mock_chat_completion") +@pytest.mark.usefixtures() +def mock_chat_completion_fixture(mock_chat_completion: mock.MagicMock): + + async def sleep_first(*args, **kwargs): + # Since we've seeded the random number generator, the sleep time is deterministic + await asyncio.sleep(random.uniform(0.86, 1.67)) + return mock.DEFAULT + + mock_chat_completion.acreate.side_effect = sleep_first + + yield mock_chat_completion + + +@pytest.mark.usefixtures("nemollm") +@pytest.fixture(name="mock_nemollm") +def mock_nemollm_fixture(mock_nemollm: mock.MagicMock, event_loop: asyncio.AbstractEventLoop): + # The generate function is a blocking call that returns a future when return_type="async" + + async def sleep_first(fut: asyncio.Future, value: typing.Any = mock.DEFAULT): + # Since we've seeded the random number generator, the sleep time is deterministic + await asyncio.sleep(random.uniform(0.86, 1.67)) + fut.set_result(value) + + def create_future(*args, **kwargs) -> asyncio.Future: + nonlocal event_loop + fut = event_loop.create_future() + event_loop.create_task(sleep_first(fut, mock.DEFAULT)) + return fut + + mock_nemollm.generate.side_effect = create_future + + yield mock_nemollm From 8e0f99cdf499fec8a76b5295282f085283a22199 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Wed, 6 Dec 2023 16:14:30 -0800 Subject: [PATCH 08/39] Call asyncio.get_event_loop() rather than using the event_loop fixture, avoids issue where the futures were created on a different loop than the llm engine --- tests/benchmarks/conftest.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/benchmarks/conftest.py b/tests/benchmarks/conftest.py index 85af5c2d3a..06a6d26e52 100644 --- a/tests/benchmarks/conftest.py +++ b/tests/benchmarks/conftest.py @@ -94,7 +94,7 @@ async def sleep_first(*args, **kwargs): @pytest.mark.usefixtures("nemollm") @pytest.fixture(name="mock_nemollm") -def mock_nemollm_fixture(mock_nemollm: mock.MagicMock, event_loop: asyncio.AbstractEventLoop): +def mock_nemollm_fixture(mock_nemollm: mock.MagicMock): # The generate function is a blocking call that returns a future when return_type="async" async def sleep_first(fut: asyncio.Future, value: typing.Any = mock.DEFAULT): @@ -103,7 +103,7 @@ async def sleep_first(fut: asyncio.Future, value: typing.Any = mock.DEFAULT): fut.set_result(value) def create_future(*args, **kwargs) -> asyncio.Future: - nonlocal event_loop + event_loop = asyncio.get_event_loop() fut = event_loop.create_future() event_loop.create_task(sleep_first(fut, mock.DEFAULT)) return fut From e58aeb506d4c7a4d3c5463160d4a10e95b1ce64a Mon Sep 17 00:00:00 2001 From: David Gardner Date: Wed, 6 Dec 2023 16:14:58 -0800 Subject: [PATCH 09/39] Add missing --run_benchmark flag --- tests/benchmarks/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/benchmarks/README.md b/tests/benchmarks/README.md index da0553c287..2ef44d537c 100644 --- a/tests/benchmarks/README.md +++ b/tests/benchmarks/README.md @@ -105,7 +105,7 @@ Benchmarks for an individual workflow can be run using the following: ```bash cd tests/benchmarks -pytest -s --benchmark-enable --benchmark-warmup=on --benchmark-warmup-iterations=1 --benchmark-autosave test_bench_e2e_pipelines.py:: +pytest -s --run_benchmark --benchmark-enable --benchmark-warmup=on --benchmark-warmup-iterations=1 --benchmark-autosave test_bench_e2e_pipelines.py:: ``` The `-s` option allows outputs of pipeline execution to be displayed so you can ensure there are no errors while running your benchmarks. From 2918bd6d594b5dc3c55ea9c355366b4211f27485 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Wed, 6 Dec 2023 16:15:52 -0800 Subject: [PATCH 10/39] Add benchmark for the completion pipeline --- tests/benchmarks/test_completion_pipe.py | 89 ++++++++++++++++++++++++ 1 file changed, 89 insertions(+) create mode 100644 tests/benchmarks/test_completion_pipe.py diff --git a/tests/benchmarks/test_completion_pipe.py b/tests/benchmarks/test_completion_pipe.py new file mode 100644 index 0000000000..a0cfbc0143 --- /dev/null +++ b/tests/benchmarks/test_completion_pipe.py @@ -0,0 +1,89 @@ +# SPDX-FileCopyrightText: Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import collections.abc +import typing +from unittest import mock + +import pytest + +import cudf + +from _utils import assert_results +from _utils.dataset_manager import DatasetManager +from morpheus.config import Config +from morpheus.llm import LLMEngine +from morpheus.llm.nodes.extracter_node import ExtracterNode +from morpheus.llm.nodes.llm_generate_node import LLMGenerateNode +from morpheus.llm.nodes.prompt_template_node import PromptTemplateNode +from morpheus.llm.services.llm_service import LLMService +from morpheus.llm.services.nemo_llm_service import NeMoLLMService +from morpheus.llm.services.openai_chat_service import OpenAIChatService +from morpheus.llm.task_handlers.simple_task_handler import SimpleTaskHandler +from morpheus.messages import ControlMessage +from morpheus.pipeline.linear_pipeline import LinearPipeline +from morpheus.stages.input.in_memory_source_stage import InMemorySourceStage +from morpheus.stages.llm.llm_engine_stage import LLMEngineStage +from morpheus.stages.output.in_memory_sink_stage import InMemorySinkStage +from morpheus.stages.preprocess.deserialize_stage import DeserializeStage + + +def _build_engine(llm_service_cls: LLMService, model_name: str = "test_model"): + llm_service = llm_service_cls() + llm_client = llm_service.get_client(model_name=model_name) + + engine = LLMEngine() + engine.add_node("extracter", node=ExtracterNode()) + engine.add_node("prompts", + inputs=["/extracter"], + node=PromptTemplateNode(template="What is the capital of {{country}}?", template_format="jinja")) + engine.add_node("completion", inputs=["/prompts"], node=LLMGenerateNode(llm_client=llm_client)) + engine.add_task_handler(inputs=["/completion"], handler=SimpleTaskHandler()) + + return engine + + +def _run_pipeline(config: Config, + llm_service_cls: LLMService, + source_df: cudf.DataFrame, + model_name: str = "test_model") -> dict: + """ + Loosely patterned after `examples/llm/completion` + """ + completion_task = {"task_type": "completion", "task_dict": {"input_keys": ["country"]}} + + pipe = LinearPipeline(config) + + pipe.set_source(InMemorySourceStage(config, dataframes=[source_df])) + + pipe.add_stage( + DeserializeStage(config, message_type=ControlMessage, task_type="llm_engine", task_payload=completion_task)) + + pipe.add_stage(LLMEngineStage(config, engine=_build_engine(llm_service_cls, model_name=model_name))) + pipe.add_stage(InMemorySinkStage(config)) + + pipe.run() + + +@pytest.mark.use_cudf +@pytest.mark.use_python +@pytest.mark.benchmark +@pytest.mark.usefixtures("mock_nemollm", "mock_chat_completion") +@pytest.mark.parametrize("llm_service_cls", [NeMoLLMService, OpenAIChatService]) +def test_completion_pipe_nemo(benchmark: collections.abc.Callable[[collections.abc.Callable], typing.Any], + config: Config, + dataset: DatasetManager, + llm_service_cls: LLMService): + benchmark(_run_pipeline, config, llm_service_cls, source_df=dataset["countries.csv"]) From 477ca6daecadde36d44819181f8aa7be39254d47 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Thu, 7 Dec 2023 08:32:46 -0800 Subject: [PATCH 11/39] Rename benchmark to avoid name clash --- .../{test_completion_pipe.py => test_completion_pipe_bench.py} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename tests/benchmarks/{test_completion_pipe.py => test_completion_pipe_bench.py} (100%) diff --git a/tests/benchmarks/test_completion_pipe.py b/tests/benchmarks/test_completion_pipe_bench.py similarity index 100% rename from tests/benchmarks/test_completion_pipe.py rename to tests/benchmarks/test_completion_pipe_bench.py From a03e659b0f1cc0640f2e7ed7a41d2d617a34c3d4 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Thu, 7 Dec 2023 08:33:04 -0800 Subject: [PATCH 12/39] Remove unused importd --- tests/benchmarks/test_completion_pipe_bench.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/tests/benchmarks/test_completion_pipe_bench.py b/tests/benchmarks/test_completion_pipe_bench.py index a0cfbc0143..3a1e92d3a4 100644 --- a/tests/benchmarks/test_completion_pipe_bench.py +++ b/tests/benchmarks/test_completion_pipe_bench.py @@ -15,13 +15,11 @@ import collections.abc import typing -from unittest import mock import pytest import cudf -from _utils import assert_results from _utils.dataset_manager import DatasetManager from morpheus.config import Config from morpheus.llm import LLMEngine From fe12b9cf10f160efb0c6dfd5cce5104fec436c5f Mon Sep 17 00:00:00 2001 From: David Gardner Date: Thu, 7 Dec 2023 08:33:21 -0800 Subject: [PATCH 13/39] Specify string as a regex string --- tests/llm/test_agents_simple_pipe.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/llm/test_agents_simple_pipe.py b/tests/llm/test_agents_simple_pipe.py index 9db50564ec..c271a54e45 100644 --- a/tests/llm/test_agents_simple_pipe.py +++ b/tests/llm/test_agents_simple_pipe.py @@ -101,6 +101,6 @@ def test_agents_simple_pipe_integration_openai(config: Config): assert any(result_df.columns == ["questions", "response"]) response_txt = result_df.response.iloc[0] - response_match = re.match(".*(\d+\.\d+)\.?$", response_txt) + response_match = re.match(r".*(\d+\.\d+)\.?$", response_txt) assert response_match is not None assert float(response_match.group(1)) >= 3.7 From e58cd92ae01d8aa407746bbe68eb0d69d6485f60 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Thu, 7 Dec 2023 10:39:43 -0800 Subject: [PATCH 14/39] Rename benchmark to match existing names --- ...completion_pipe_bench.py => test_bench_completion_pipeline.py} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename tests/benchmarks/{test_completion_pipe_bench.py => test_bench_completion_pipeline.py} (100%) diff --git a/tests/benchmarks/test_completion_pipe_bench.py b/tests/benchmarks/test_bench_completion_pipeline.py similarity index 100% rename from tests/benchmarks/test_completion_pipe_bench.py rename to tests/benchmarks/test_bench_completion_pipeline.py From ed212ae7b6e524d33324c2ba26a640ceaa9d763f Mon Sep 17 00:00:00 2001 From: David Gardner Date: Thu, 7 Dec 2023 15:19:04 -0800 Subject: [PATCH 15/39] Rename test --- tests/benchmarks/test_bench_completion_pipeline.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/tests/benchmarks/test_bench_completion_pipeline.py b/tests/benchmarks/test_bench_completion_pipeline.py index 3a1e92d3a4..59f67e9cb3 100644 --- a/tests/benchmarks/test_bench_completion_pipeline.py +++ b/tests/benchmarks/test_bench_completion_pipeline.py @@ -80,8 +80,8 @@ def _run_pipeline(config: Config, @pytest.mark.benchmark @pytest.mark.usefixtures("mock_nemollm", "mock_chat_completion") @pytest.mark.parametrize("llm_service_cls", [NeMoLLMService, OpenAIChatService]) -def test_completion_pipe_nemo(benchmark: collections.abc.Callable[[collections.abc.Callable], typing.Any], - config: Config, - dataset: DatasetManager, - llm_service_cls: LLMService): +def test_completion_pipe(benchmark: collections.abc.Callable[[collections.abc.Callable], typing.Any], + config: Config, + dataset: DatasetManager, + llm_service_cls: LLMService): benchmark(_run_pipeline, config, llm_service_cls, source_df=dataset["countries.csv"]) From 9a60b14850a413ea78d3ab4c5b1aab5edac14f99 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Thu, 7 Dec 2023 15:36:30 -0800 Subject: [PATCH 16/39] WIP: update docker run --- tests/benchmarks/README.md | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/tests/benchmarks/README.md b/tests/benchmarks/README.md index 2ef44d537c..59b172e6e8 100644 --- a/tests/benchmarks/README.md +++ b/tests/benchmarks/README.md @@ -29,9 +29,7 @@ docker pull nvcr.io/nvidia/tritonserver:23.06-py3 ##### Start Triton Inference Server container ```bash -cd ${MORPHEUS_ROOT}/models - -docker run --gpus=1 --rm -p8000:8000 -p8001:8001 -p8002:8002 -v $PWD:/models nvcr.io/nvidia/tritonserver:23.06-py3 tritonserver --model-repository=/models/triton-model-repo --model-control-mode=explicit --load-model sid-minibert-onnx --load-model abp-nvsmi-xgb --load-model phishing-bert-onnx +docker run --gpus=all --rm -p8000:8000 -p8001:8001 -p8002:8002 -v $PWD/models:/models nvcr.io/nvidia/tritonserver:23.06-py3 tritonserver --model-repository=/models/triton-model-repo --model-control-mode=explicit --load-model sid-minibert-onnx --load-model abp-nvsmi-xgb --load-model phishing-bert-onnx --load-model all-MiniLM-L6-v2 ``` ##### Verify Model Deployments @@ -42,6 +40,7 @@ Once Triton server finishes starting up, it will display the status of all loade | Model | Version | Status | +--------------------+---------+--------+ | abp-nvsmi-xgb | 1 | READY | +| all-MiniLM-L6-v2 | 1 | READY | | phishing-bert-onnx | 1 | READY | | sid-minibert-onnx | 1 | READY | +--------------------+---------+--------+ @@ -195,4 +194,4 @@ conda run -n base --live-stream conda-merge docker/conda/environments/cuda${CUDA docker/conda/environments/cuda${CUDA_VER}_examples.yml > .tmp/merged.yml \ && mamba env update -n ${CONDA_DEFAULT_ENV} --file .tmp/merged.yml -``` \ No newline at end of file +``` From 4a0ec7e13a82ae78c80fa636381ab4239630eaff Mon Sep 17 00:00:00 2001 From: David Gardner Date: Thu, 7 Dec 2023 15:42:45 -0800 Subject: [PATCH 17/39] WIP: benchmark for vdb upload pipeline --- .../test_bench_vdb_upload_pipeline.py | 123 ++++++++++++++++++ 1 file changed, 123 insertions(+) create mode 100644 tests/benchmarks/test_bench_vdb_upload_pipeline.py diff --git a/tests/benchmarks/test_bench_vdb_upload_pipeline.py b/tests/benchmarks/test_bench_vdb_upload_pipeline.py new file mode 100644 index 0000000000..0947433aa9 --- /dev/null +++ b/tests/benchmarks/test_bench_vdb_upload_pipeline.py @@ -0,0 +1,123 @@ +# SPDX-FileCopyrightText: Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +"""Mimic the examples/llm/vdb_upload/pipeline.py example""" + +import collections.abc +import json +import os +import types +import typing +from unittest import mock + +import pytest + +from _utils import TEST_DIRS +from morpheus.config import Config +from morpheus.config import PipelineModes +from morpheus.pipeline.linear_pipeline import LinearPipeline +from morpheus.stages.inference.triton_inference_stage import TritonInferenceStage +from morpheus.stages.input.rss_source_stage import RSSSourceStage +from morpheus.stages.output.write_to_vector_db_stage import WriteToVectorDBStage +from morpheus.stages.preprocess.deserialize_stage import DeserializeStage +from morpheus.stages.preprocess.preprocess_nlp_stage import PreprocessNLPStage + +EMBEDDING_SIZE = 384 +MODEL_MAX_BATCH_SIZE = 64 +MODEL_FEA_LENGTH = 512 + + +def _run_pipeline(config: Config, + milvus_server_uri: str, + collection_name: str, + rss_files: list[str], + utils_mod: types.ModuleType, + web_scraper_stage_mod: types.ModuleType): + + config.mode = PipelineModes.NLP + config.pipeline_batch_size = 1024 + config.model_max_batch_size = MODEL_MAX_BATCH_SIZE + config.feature_length = MODEL_FEA_LENGTH + config.edge_buffer_size = 128 + config.class_labels = [str(i) for i in range(EMBEDDING_SIZE)] + + pipe = LinearPipeline(config) + + pipe.set_source( + RSSSourceStage(config, feed_input=rss_files, batch_size=128, run_indefinitely=False, enable_cache=False)) + pipe.add_stage(web_scraper_stage_mod.WebScraperStage(config, chunk_size=MODEL_FEA_LENGTH, enable_cache=False)) + pipe.add_stage(DeserializeStage(config)) + + pipe.add_stage( + PreprocessNLPStage(config, + vocab_hash_file=os.path.join(TEST_DIRS.data_dir, 'bert-base-uncased-hash.txt'), + do_lower_case=True, + truncation=True, + add_special_tokens=False, + column='page_content')) + + pipe.add_stage( + TritonInferenceStage(config, model_name='test-model', server_url='test:0000', force_convert_inputs=True)) + + pipe.add_stage( + WriteToVectorDBStage(config, + resource_name=collection_name, + resource_kwargs=utils_mod.build_milvus_config(embedding_size=EMBEDDING_SIZE), + recreate=True, + service="milvus", + uri=milvus_server_uri)) + pipe.run() + + +@pytest.mark.milvus +@pytest.mark.use_python +@pytest.mark.use_pandas +@pytest.mark.benchmark +@pytest.mark.import_mod([ + os.path.join(TEST_DIRS.examples_dir, 'llm/common/utils.py'), + os.path.join(TEST_DIRS.examples_dir, 'llm/common/web_scraper_stage.py') +]) +@mock.patch('requests.Session') +def test_vdb_upload_pipe(mock_requests_session: mock.MagicMock, + benchmark: collections.abc.Callable[[collections.abc.Callable], typing.Any], + config: Config, + milvus_server_uri: str, + import_mod: list[types.ModuleType]): + + with open(os.path.join(TEST_DIRS.tests_data_dir, 'service/cisa_web_responses.json'), encoding='utf-8') as fh: + web_responses = json.load(fh) + + # Mock requests, since we are feeding the RSSSourceStage with a local file it won't be using the + # requests lib, only web_scraper_stage.py will use it. + def mock_get_fn(url: str): + mock_response = mock.MagicMock() + mock_response.ok = True + mock_response.status_code = 200 + mock_response.text = web_responses[url] + return mock_response + + mock_requests_session.return_value = mock_requests_session + mock_requests_session.get.side_effect = mock_get_fn + + (utils_mod, web_scraper_stage_mod) = import_mod + collection_name = "test_bench_vdb_upload_pipeline" + rss_source_file = os.path.join(TEST_DIRS.tests_data_dir, 'service/cisa_rss_feed.xml') + + benchmark( + _run_pipeline(config=config, + milvus_server_uri=milvus_server_uri, + collection_name=collection_name, + rss_files=[rss_source_file], + utils_mod=utils_mod, + web_scraper_stage_mod=web_scraper_stage_mod)) From f97432d16cea926df67c24747cedb9b9937c01af Mon Sep 17 00:00:00 2001 From: David Gardner Date: Thu, 7 Dec 2023 17:05:29 -0800 Subject: [PATCH 18/39] WIP --- .../test_bench_vdb_upload_pipeline.py | 47 +++++++++++++------ 1 file changed, 33 insertions(+), 14 deletions(-) diff --git a/tests/benchmarks/test_bench_vdb_upload_pipeline.py b/tests/benchmarks/test_bench_vdb_upload_pipeline.py index 0947433aa9..14b6d79dc6 100644 --- a/tests/benchmarks/test_bench_vdb_upload_pipeline.py +++ b/tests/benchmarks/test_bench_vdb_upload_pipeline.py @@ -17,6 +17,8 @@ import collections.abc import json import os +import random +import time import types import typing from unittest import mock @@ -41,7 +43,7 @@ def _run_pipeline(config: Config, milvus_server_uri: str, collection_name: str, - rss_files: list[str], + rss_urls: list[str], utils_mod: types.ModuleType, web_scraper_stage_mod: types.ModuleType): @@ -55,7 +57,7 @@ def _run_pipeline(config: Config, pipe = LinearPipeline(config) pipe.set_source( - RSSSourceStage(config, feed_input=rss_files, batch_size=128, run_indefinitely=False, enable_cache=False)) + RSSSourceStage(config, feed_input=rss_urls, batch_size=128, run_indefinitely=False, enable_cache=False)) pipe.add_stage(web_scraper_stage_mod.WebScraperStage(config, chunk_size=MODEL_FEA_LENGTH, enable_cache=False)) pipe.add_stage(DeserializeStage(config)) @@ -68,7 +70,10 @@ def _run_pipeline(config: Config, column='page_content')) pipe.add_stage( - TritonInferenceStage(config, model_name='test-model', server_url='test:0000', force_convert_inputs=True)) + TritonInferenceStage(config, + model_name='all-MiniLM-L6-v2', + server_url='localhost:8001', + force_convert_inputs=True)) pipe.add_stage( WriteToVectorDBStage(config, @@ -86,10 +91,12 @@ def _run_pipeline(config: Config, @pytest.mark.benchmark @pytest.mark.import_mod([ os.path.join(TEST_DIRS.examples_dir, 'llm/common/utils.py'), - os.path.join(TEST_DIRS.examples_dir, 'llm/common/web_scraper_stage.py') + os.path.join(TEST_DIRS.examples_dir, 'llm/common/web_scraper_stage.py'), ]) +@mock.patch('feedparser.http.get') @mock.patch('requests.Session') def test_vdb_upload_pipe(mock_requests_session: mock.MagicMock, + mock_feedparser_http_get: mock.MagicMock, benchmark: collections.abc.Callable[[collections.abc.Callable], typing.Any], config: Config, milvus_server_uri: str, @@ -98,26 +105,38 @@ def test_vdb_upload_pipe(mock_requests_session: mock.MagicMock, with open(os.path.join(TEST_DIRS.tests_data_dir, 'service/cisa_web_responses.json'), encoding='utf-8') as fh: web_responses = json.load(fh) - # Mock requests, since we are feeding the RSSSourceStage with a local file it won't be using the - # requests lib, only web_scraper_stage.py will use it. def mock_get_fn(url: str): + print("**********\n mock_get_fn\n**********") mock_response = mock.MagicMock() mock_response.ok = True mock_response.status_code = 200 mock_response.text = web_responses[url] + time.sleep(0.5) return mock_response mock_requests_session.return_value = mock_requests_session mock_requests_session.get.side_effect = mock_get_fn + rss_source_file = os.path.join(TEST_DIRS.tests_data_dir, 'service/cisa_rss_feed.xml') + with open(rss_source_file, 'rb', encoding='utf-8') as fh: + rss_source_data = fh.read() + + def mock_feedparser_http_get_fn(*args, **kwargs): + nonlocal rss_source_data + print("**********\n mock_feedparser_http_get_fn\n**********") + time.sleep(0.5) + + return rss_source_data + + mock_feedparser_http_get.side_effect = mock_feedparser_http_get_fn + (utils_mod, web_scraper_stage_mod) = import_mod collection_name = "test_bench_vdb_upload_pipeline" - rss_source_file = os.path.join(TEST_DIRS.tests_data_dir, 'service/cisa_rss_feed.xml') - benchmark( - _run_pipeline(config=config, - milvus_server_uri=milvus_server_uri, - collection_name=collection_name, - rss_files=[rss_source_file], - utils_mod=utils_mod, - web_scraper_stage_mod=web_scraper_stage_mod)) + benchmark(_run_pipeline, + config=config, + milvus_server_uri=milvus_server_uri, + collection_name=collection_name, + rss_urls=["https://www.us-cert.gov/ncas/current-activity.xml"], + utils_mod=utils_mod, + web_scraper_stage_mod=web_scraper_stage_mod) From 6e017761720a71fa374a87de8618abdd495f8e92 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Thu, 7 Dec 2023 17:08:54 -0800 Subject: [PATCH 19/39] WIP --- tests/benchmarks/test_bench_vdb_upload_pipeline.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/tests/benchmarks/test_bench_vdb_upload_pipeline.py b/tests/benchmarks/test_bench_vdb_upload_pipeline.py index 14b6d79dc6..28c1cb0dc8 100644 --- a/tests/benchmarks/test_bench_vdb_upload_pipeline.py +++ b/tests/benchmarks/test_bench_vdb_upload_pipeline.py @@ -106,7 +106,6 @@ def test_vdb_upload_pipe(mock_requests_session: mock.MagicMock, web_responses = json.load(fh) def mock_get_fn(url: str): - print("**********\n mock_get_fn\n**********") mock_response = mock.MagicMock() mock_response.ok = True mock_response.status_code = 200 @@ -118,12 +117,11 @@ def mock_get_fn(url: str): mock_requests_session.get.side_effect = mock_get_fn rss_source_file = os.path.join(TEST_DIRS.tests_data_dir, 'service/cisa_rss_feed.xml') - with open(rss_source_file, 'rb', encoding='utf-8') as fh: + with open(rss_source_file, 'rb') as fh: rss_source_data = fh.read() def mock_feedparser_http_get_fn(*args, **kwargs): nonlocal rss_source_data - print("**********\n mock_feedparser_http_get_fn\n**********") time.sleep(0.5) return rss_source_data From 57714925611111db5dbc653b7fe27332d2fd7984 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Mon, 11 Dec 2023 08:54:39 -0800 Subject: [PATCH 20/39] Cleanups --- .../test_bench_vdb_upload_pipeline.py | 17 +++++++---------- 1 file changed, 7 insertions(+), 10 deletions(-) diff --git a/tests/benchmarks/test_bench_vdb_upload_pipeline.py b/tests/benchmarks/test_bench_vdb_upload_pipeline.py index 28c1cb0dc8..fed5be3422 100644 --- a/tests/benchmarks/test_bench_vdb_upload_pipeline.py +++ b/tests/benchmarks/test_bench_vdb_upload_pipeline.py @@ -12,12 +12,13 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -"""Mimic the examples/llm/vdb_upload/pipeline.py example""" +""" +Benchmark the examples/llm/vdb_upload/pipeline.py example, talking with live Triton and Milvus servers, but mocked +RSS and web scraper responses.""" import collections.abc import json import os -import random import time import types import typing @@ -116,15 +117,11 @@ def mock_get_fn(url: str): mock_requests_session.return_value = mock_requests_session mock_requests_session.get.side_effect = mock_get_fn - rss_source_file = os.path.join(TEST_DIRS.tests_data_dir, 'service/cisa_rss_feed.xml') - with open(rss_source_file, 'rb') as fh: - rss_source_data = fh.read() - - def mock_feedparser_http_get_fn(*args, **kwargs): - nonlocal rss_source_data + def mock_feedparser_http_get_fn(*args, **kwargs): # pylint: disable=unused-argument time.sleep(0.5) - - return rss_source_data + # The RSS Parser expects a bytes string + with open(os.path.join(TEST_DIRS.tests_data_dir, 'service/cisa_rss_feed.xml'), 'rb') as fh: + return fh.read() mock_feedparser_http_get.side_effect = mock_feedparser_http_get_fn From 2325315e84ec5411f1a1ad1ad6dd510e2160dbc7 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Mon, 11 Dec 2023 09:42:25 -0800 Subject: [PATCH 21/39] Update docs --- tests/benchmarks/README.md | 18 ++++++++++++++---- 1 file changed, 14 insertions(+), 4 deletions(-) diff --git a/tests/benchmarks/README.md b/tests/benchmarks/README.md index 59b172e6e8..7154376afa 100644 --- a/tests/benchmarks/README.md +++ b/tests/benchmarks/README.md @@ -99,17 +99,27 @@ Morpheus configurations for each workflow are managed using `e2e_test_configs.js ... ``` -Benchmarks for an individual workflow can be run using the following: - +To run all benchmarks run the following: ```bash cd tests/benchmarks -pytest -s --run_benchmark --benchmark-enable --benchmark-warmup=on --benchmark-warmup-iterations=1 --benchmark-autosave test_bench_e2e_pipelines.py:: +pytest -s --run_benchmark --run_milvus --benchmark-enable --benchmark-warmup=on --benchmark-warmup-iterations=1 --benchmark-autosave ``` + The `-s` option allows outputs of pipeline execution to be displayed so you can ensure there are no errors while running your benchmarks. -The `--benchmark-warmup` and `--benchmark-warmup-iterations` options are used to run the workflow(s) once before starting measurements. This is because the models deployed to Triton are configured to convert from ONNX to TensorRT on first use. Since the conversion can take a considerable amount of time, we don't want to include it in the measurements. +The `--benchmark-warmup` and `--benchmark-warmup-iterations` options are used to run the workflow(s) once before starting measurements. This is because the models deployed to Triton are configured to convert from ONNX to TensorRT on first use. Since the conversion can take a considerable amount of time, we don't want to include it in the measurements. The `--run_milvus` flag enables benchmarks which require the Milvus database. + +#### Running with an existing Milvus database + +By default when `--run_milvus` flag is provided, pytest will start a new Milvus database. If you wish to use an existing Milvus database, you can set the `MORPHEUS_MILVUS_URI` environment variable. For a local Milvus database, running on the default port, you can set the environment variable as follows: +```bash +export MORPHEUS_MILVUS_URI="http://127.0.0.1:19530" +``` + +#### test_bench_e2e_pipelines.py +The `test_bench_e2e_pipelines.py` script contains several benchmarks within it. `` is the name of the test to run benchmarks on. This can be one of the following: - `test_sid_nlp_e2e` - `test_abp_fil_e2e` From 4ee5e47cfc714ce899323a9b8d556b3c92a6f8c0 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Mon, 11 Dec 2023 10:03:41 -0800 Subject: [PATCH 22/39] Replace usage of random numbers with a fixed sleep based on average observed sleep times --- tests/benchmarks/conftest.py | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/tests/benchmarks/conftest.py b/tests/benchmarks/conftest.py index 06a6d26e52..d170638df6 100644 --- a/tests/benchmarks/conftest.py +++ b/tests/benchmarks/conftest.py @@ -27,7 +27,6 @@ # pylint: disable=unused-argument def pytest_benchmark_update_json(config, benchmarks, output_json): - gpus = GPUtil.getGPUs() for i, gpu in enumerate(gpus): @@ -42,6 +41,8 @@ def pytest_benchmark_update_json(config, benchmarks, output_json): output_json["machine_info"]["gpu_" + str(i)]["uuid"] = gpu.uuid for bench in output_json['benchmarks']: + if bench["name"] not in E2E_TEST_CONFIGS: + continue line_count = 0 byte_count = 0 @@ -77,14 +78,14 @@ def pytest_benchmark_update_json(config, benchmarks, output_json): bench['stats']['median_throughput_bytes'] = (byte_count * repeat) / bench['stats']['median'] -@pytest.mark.usefixtures("openai", "manual_seed") +@pytest.mark.usefixtures("openai") @pytest.fixture(name="mock_chat_completion") @pytest.mark.usefixtures() def mock_chat_completion_fixture(mock_chat_completion: mock.MagicMock): async def sleep_first(*args, **kwargs): - # Since we've seeded the random number generator, the sleep time is deterministic - await asyncio.sleep(random.uniform(0.86, 1.67)) + # Sleep time is based on average request time + await asyncio.sleep(1.265) return mock.DEFAULT mock_chat_completion.acreate.side_effect = sleep_first @@ -98,8 +99,8 @@ def mock_nemollm_fixture(mock_nemollm: mock.MagicMock): # The generate function is a blocking call that returns a future when return_type="async" async def sleep_first(fut: asyncio.Future, value: typing.Any = mock.DEFAULT): - # Since we've seeded the random number generator, the sleep time is deterministic - await asyncio.sleep(random.uniform(0.86, 1.67)) + # Sleep time is based on average request time + await asyncio.sleep(0.412) fut.set_result(value) def create_future(*args, **kwargs) -> asyncio.Future: From 5acbb2ec1fc7f0be8025274b618abfe580a97ee0 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Mon, 11 Dec 2023 10:09:13 -0800 Subject: [PATCH 23/39] Remove unused import --- tests/benchmarks/conftest.py | 1 - 1 file changed, 1 deletion(-) diff --git a/tests/benchmarks/conftest.py b/tests/benchmarks/conftest.py index d170638df6..f4a1bbbf7b 100644 --- a/tests/benchmarks/conftest.py +++ b/tests/benchmarks/conftest.py @@ -16,7 +16,6 @@ import asyncio import glob import os -import random import typing from unittest import mock From 9a9d5c76296cd755f70c2f8090e1ffe5e9e9ae04 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Mon, 11 Dec 2023 14:28:55 -0800 Subject: [PATCH 24/39] Move populate_milvus helper method to be shared --- tests/_utils/milvus.py | 30 ++++++++++++++++++ tests/llm/test_rag_standalone_pipe.py | 45 +++++++++++++-------------- 2 files changed, 51 insertions(+), 24 deletions(-) create mode 100644 tests/_utils/milvus.py diff --git a/tests/_utils/milvus.py b/tests/_utils/milvus.py new file mode 100644 index 0000000000..63c7f82af2 --- /dev/null +++ b/tests/_utils/milvus.py @@ -0,0 +1,30 @@ +# SPDX-FileCopyrightText: Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +"""Utilities for testing Morpheus with Milvus""" + +import cudf + +from morpheus.service.vdb.milvus_vector_db_service import MilvusVectorDBService + + +def populate_milvus(milvus_server_uri: str, + collection_name: str, + resource_kwargs: dict, + df: cudf.DataFrame, + overwrite: bool = False): + milvus_service = MilvusVectorDBService(uri=milvus_server_uri) + milvus_service.create(collection_name, overwrite=overwrite, **resource_kwargs) + resource_service = milvus_service.load_resource(name=collection_name) + resource_service.insert_dataframe(name=collection_name, df=df, **resource_kwargs) diff --git a/tests/llm/test_rag_standalone_pipe.py b/tests/llm/test_rag_standalone_pipe.py index cd44e0a152..a98c9e1c1a 100644 --- a/tests/llm/test_rag_standalone_pipe.py +++ b/tests/llm/test_rag_standalone_pipe.py @@ -25,6 +25,7 @@ from _utils import TEST_DIRS from _utils import assert_results from _utils.dataset_manager import DatasetManager +from _utils.milvus import populate_milvus from morpheus.config import Config from morpheus.config import PipelineModes from morpheus.llm import LLMEngine @@ -33,7 +34,6 @@ from morpheus.llm.task_handlers.simple_task_handler import SimpleTaskHandler from morpheus.messages import ControlMessage from morpheus.pipeline.linear_pipeline import LinearPipeline -from morpheus.service.vdb.milvus_vector_db_service import MilvusVectorDBService from morpheus.stages.input.in_memory_source_stage import InMemorySourceStage from morpheus.stages.llm.llm_engine_stage import LLMEngineStage from morpheus.stages.output.compare_dataframe_stage import CompareDataFrameStage @@ -52,13 +52,6 @@ EXPECTED_RESPONSE = "Ransomware, Phishing, Malware, Denial of Service, SQL injection, and Password Attacks" -def _populate_milvus(milvus_server_uri: str, collection_name: str, resource_kwargs: dict, df: cudf.DataFrame): - milvus_service = MilvusVectorDBService(uri=milvus_server_uri) - milvus_service.create(collection_name, **resource_kwargs) - resource_service = milvus_service.load_resource(name=collection_name) - resource_service.insert_dataframe(name=collection_name, df=df, **resource_kwargs) - - def _build_engine(llm_service_name: str, model_name: str, milvus_server_uri: str, @@ -150,10 +143,11 @@ def test_rag_standalone_pipe_nemo( repeat_count: int, import_mod: types.ModuleType): collection_name = "test_rag_standalone_pipe_nemo" - _populate_milvus(milvus_server_uri=milvus_server_uri, - collection_name=collection_name, - resource_kwargs=import_mod.build_milvus_config(embedding_size=EMBEDDING_SIZE), - df=dataset["service/milvus_rss_data.json"]) + populate_milvus(milvus_server_uri=milvus_server_uri, + collection_name=collection_name, + resource_kwargs=import_mod.build_milvus_config(embedding_size=EMBEDDING_SIZE), + df=dataset["service/milvus_rss_data.json"], + overwrite=True) mock_asyncio_gather.return_value = [mock.MagicMock() for _ in range(repeat_count)] mock_nemollm.post_process_generate_response.side_effect = [{"text": EXPECTED_RESPONSE} for _ in range(repeat_count)] results = _run_pipeline( @@ -189,10 +183,11 @@ def test_rag_standalone_pipe_openai(config: Config, } for _ in range(repeat_count)] collection_name = "test_rag_standalone_pipe_openai" - _populate_milvus(milvus_server_uri=milvus_server_uri, - collection_name=collection_name, - resource_kwargs=import_mod.build_milvus_config(embedding_size=EMBEDDING_SIZE), - df=dataset["service/milvus_rss_data.json"]) + populate_milvus(milvus_server_uri=milvus_server_uri, + collection_name=collection_name, + resource_kwargs=import_mod.build_milvus_config(embedding_size=EMBEDDING_SIZE), + df=dataset["service/milvus_rss_data.json"], + overwrite=True) results = _run_pipeline( config=config, @@ -219,10 +214,11 @@ def test_rag_standalone_pipe_integration_nemo(config: Config, repeat_count: int, import_mod: types.ModuleType): collection_name = "test_rag_standalone_pipe__integration_nemo" - _populate_milvus(milvus_server_uri=milvus_server_uri, - collection_name=collection_name, - resource_kwargs=import_mod.build_milvus_config(embedding_size=EMBEDDING_SIZE), - df=dataset["service/milvus_rss_data.json"]) + populate_milvus(milvus_server_uri=milvus_server_uri, + collection_name=collection_name, + resource_kwargs=import_mod.build_milvus_config(embedding_size=EMBEDDING_SIZE), + df=dataset["service/milvus_rss_data.json"], + overwrite=True) results = _run_pipeline( config=config, llm_service_name="nemollm", @@ -251,10 +247,11 @@ def test_rag_standalone_pipe_integration_openai(config: Config, repeat_count: int, import_mod: types.ModuleType): collection_name = "test_rag_standalone_pipe_integration_openai" - _populate_milvus(milvus_server_uri=milvus_server_uri, - collection_name=collection_name, - resource_kwargs=import_mod.build_milvus_config(embedding_size=EMBEDDING_SIZE), - df=dataset["service/milvus_rss_data.json"]) + populate_milvus(milvus_server_uri=milvus_server_uri, + collection_name=collection_name, + resource_kwargs=import_mod.build_milvus_config(embedding_size=EMBEDDING_SIZE), + df=dataset["service/milvus_rss_data.json"], + overwrite=True) results = _run_pipeline( config=config, From 49acded9c9644ebaff997da288cbcd58e75de98f Mon Sep 17 00:00:00 2001 From: David Gardner Date: Mon, 11 Dec 2023 14:45:38 -0800 Subject: [PATCH 25/39] Fix LLMService type-hints --- tests/benchmarks/test_bench_completion_pipeline.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/tests/benchmarks/test_bench_completion_pipeline.py b/tests/benchmarks/test_bench_completion_pipeline.py index 59f67e9cb3..a583a07964 100644 --- a/tests/benchmarks/test_bench_completion_pipeline.py +++ b/tests/benchmarks/test_bench_completion_pipeline.py @@ -38,7 +38,7 @@ from morpheus.stages.preprocess.deserialize_stage import DeserializeStage -def _build_engine(llm_service_cls: LLMService, model_name: str = "test_model"): +def _build_engine(llm_service_cls: type[LLMService], model_name: str = "test_model"): llm_service = llm_service_cls() llm_client = llm_service.get_client(model_name=model_name) @@ -54,7 +54,7 @@ def _build_engine(llm_service_cls: LLMService, model_name: str = "test_model"): def _run_pipeline(config: Config, - llm_service_cls: LLMService, + llm_service_cls: type[LLMService], source_df: cudf.DataFrame, model_name: str = "test_model") -> dict: """ @@ -83,5 +83,5 @@ def _run_pipeline(config: Config, def test_completion_pipe(benchmark: collections.abc.Callable[[collections.abc.Callable], typing.Any], config: Config, dataset: DatasetManager, - llm_service_cls: LLMService): + llm_service_cls: type[LLMService]): benchmark(_run_pipeline, config, llm_service_cls, source_df=dataset["countries.csv"]) From e072be9f6bae24c11c982582c7ec9ea5f1e2506a Mon Sep 17 00:00:00 2001 From: David Gardner Date: Mon, 11 Dec 2023 14:55:53 -0800 Subject: [PATCH 26/39] Benchmark for stand-alone rag pipeline --- .../test_bench_rag_standalone_pipeline.py | 156 ++++++++++++++++++ 1 file changed, 156 insertions(+) create mode 100644 tests/benchmarks/test_bench_rag_standalone_pipeline.py diff --git a/tests/benchmarks/test_bench_rag_standalone_pipeline.py b/tests/benchmarks/test_bench_rag_standalone_pipeline.py new file mode 100644 index 0000000000..a0bfa56ebb --- /dev/null +++ b/tests/benchmarks/test_bench_rag_standalone_pipeline.py @@ -0,0 +1,156 @@ +# SPDX-FileCopyrightText: Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +"""Benchmark the examples/llm/rag/standalone_pipeline.py example""" + +import collections.abc +import os +import types +import typing + +import pytest + +import cudf + +from _utils import TEST_DIRS +from _utils.dataset_manager import DatasetManager +from _utils.milvus import populate_milvus +from morpheus.config import Config +from morpheus.config import PipelineModes +from morpheus.llm import LLMEngine +from morpheus.llm.nodes.extracter_node import ExtracterNode +from morpheus.llm.nodes.rag_node import RAGNode +from morpheus.llm.task_handlers.simple_task_handler import SimpleTaskHandler +from morpheus.messages import ControlMessage +from morpheus.pipeline.linear_pipeline import LinearPipeline +from morpheus.stages.input.in_memory_source_stage import InMemorySourceStage +from morpheus.stages.llm.llm_engine_stage import LLMEngineStage +from morpheus.stages.output.in_memory_sink_stage import InMemorySinkStage +from morpheus.stages.preprocess.deserialize_stage import DeserializeStage + +EMBEDDING_SIZE = 384 +QUESTION = "What are some new attacks discovered in the cyber security industry?" +PROMPT = """You are a helpful assistant. Given the following background information:\n +{% for c in contexts -%} +Title: {{ c.title }} +Summary: {{ c.summary }} +Text: {{ c.page_content }} +{% endfor %} + +Please answer the following question: \n{{ query }}""" +EXPECTED_RESPONSE = "Ransomware, Phishing, Malware, Denial of Service, SQL injection, and Password Attacks" + + +def _build_engine(llm_service_name: str, + model_name: str, + milvus_server_uri: str, + collection_name: str, + utils_mod: types.ModuleType): + engine = LLMEngine() + engine.add_node("extracter", node=ExtracterNode()) + + vector_service = utils_mod.build_milvus_service(embedding_size=EMBEDDING_SIZE, uri=milvus_server_uri) + embeddings = utils_mod.build_huggingface_embeddings("sentence-transformers/all-MiniLM-L6-v2", + model_kwargs={'device': 'cuda'}, + encode_kwargs={'batch_size': 100}) + + llm_service = utils_mod.build_llm_service(model_name=model_name, + llm_service=llm_service_name, + temperature=0.5, + tokens_to_generate=200) + + # Async wrapper around embeddings + async def calc_embeddings(texts: list[str]) -> list[list[float]]: + return embeddings.embed_documents(texts) + + engine.add_node("rag", + inputs=["/extracter"], + node=RAGNode(prompt=PROMPT, + vdb_service=vector_service.load_resource(collection_name), + embedding=calc_embeddings, + llm_client=llm_service)) + + engine.add_task_handler(inputs=["/rag"], handler=SimpleTaskHandler()) + + return engine + + +def _run_pipeline(config: Config, + llm_service_name: str, + model_name: str, + milvus_server_uri: str, + collection_name: str, + repeat_count: int, + utils_mod: types.ModuleType): + + config.mode = PipelineModes.NLP + config.edge_buffer_size = 128 + config.pipeline_batch_size = 1024 + config.model_max_batch_size = 64 + + questions = [QUESTION] * repeat_count + source_df = cudf.DataFrame({"questions": questions}) + + completion_task = {"task_type": "completion", "task_dict": {"input_keys": ["questions"], }} + pipe = LinearPipeline(config) + + pipe.set_source(InMemorySourceStage(config, dataframes=[source_df])) + + pipe.add_stage( + DeserializeStage(config, message_type=ControlMessage, task_type="llm_engine", task_payload=completion_task)) + + pipe.add_stage( + LLMEngineStage(config, + engine=_build_engine(llm_service_name=llm_service_name, + model_name=model_name, + milvus_server_uri=milvus_server_uri, + collection_name=collection_name, + utils_mod=utils_mod))) + pipe.add_stage(InMemorySinkStage(config)) + + pipe.run() + + +@pytest.mark.milvus +@pytest.mark.use_python +@pytest.mark.use_cudf +@pytest.mark.benchmark +@pytest.mark.import_mod(os.path.join(TEST_DIRS.examples_dir, 'llm/common/utils.py')) +@pytest.mark.usefixtures("mock_nemollm", "mock_chat_completion") +@pytest.mark.parametrize("llm_service_name", ["nemollm", "openai"]) +@pytest.mark.parametrize("repeat_count", [10, 100]) +def test_rag_standalone_pipe(benchmark: collections.abc.Callable[[collections.abc.Callable], typing.Any], + config: Config, + dataset: DatasetManager, + milvus_server_uri: str, + repeat_count: int, + import_mod: types.ModuleType, + llm_service_name: str): + collection_name = f"test_bench_rag_standalone_pipe_{llm_service_name}" + populate_milvus(milvus_server_uri=milvus_server_uri, + collection_name=collection_name, + resource_kwargs=import_mod.build_milvus_config(embedding_size=EMBEDDING_SIZE), + df=dataset["service/milvus_rss_data.json"], + overwrite=True) + + benchmark( + _run_pipeline, + config=config, + llm_service_name=llm_service_name, + model_name="test_model", + milvus_server_uri=milvus_server_uri, + collection_name=collection_name, + repeat_count=repeat_count, + utils_mod=import_mod, + ) From 609339418c72261f671f370160df0f691d724a58 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Mon, 11 Dec 2023 16:47:51 -0800 Subject: [PATCH 27/39] WIP --- tests/llm/test_agents_simple_pipe.py | 31 ++++++++++++++++++++++++++-- 1 file changed, 29 insertions(+), 2 deletions(-) diff --git a/tests/llm/test_agents_simple_pipe.py b/tests/llm/test_agents_simple_pipe.py index c271a54e45..f49048baf6 100644 --- a/tests/llm/test_agents_simple_pipe.py +++ b/tests/llm/test_agents_simple_pipe.py @@ -14,6 +14,7 @@ # limitations under the License. import re +from unittest import mock import pandas as pd import pytest @@ -38,6 +39,11 @@ from morpheus.utils.concat_df import concat_dataframes +@pytest.fixture(name="questions") +def questions_fixture(): + return ["Who is Leo DiCaprio's girlfriend? What is her current age raised to the 0.43 power?"] + + def _build_agent_executor(model_name: str): llm = OpenAI(model=model_name, temperature=0) @@ -93,8 +99,7 @@ def _run_pipeline(config: Config, questions: list[str], model_name: str = "test_ @pytest.mark.usefixtures("openai_api_key") @pytest.mark.usefixtures("serpapi_api_key") @pytest.mark.use_python -def test_agents_simple_pipe_integration_openai(config: Config): - questions = ["Who is Leo DiCaprio's girlfriend? What is her current age raised to the 0.43 power?"] +def test_agents_simple_pipe_integration_openai(config: Config, questions: list[str]): result_df = _run_pipeline(config, questions=questions, model_name="gpt-3.5-turbo-instruct") assert len(result_df.columns) == 2 @@ -104,3 +109,25 @@ def test_agents_simple_pipe_integration_openai(config: Config): response_match = re.match(r".*(\d+\.\d+)\.?$", response_txt) assert response_match is not None assert float(response_match.group(1)) >= 3.7 + + +@pytest.mark.usefixtures("openai") +@pytest.mark.use_python +@mock.patch("load_tools.SerpAPIWrapper.aresults") # mocking the SerpAPIWrapper imported in load_tools +@mock.patch("OpenAI._agenerate") +def test_agents_simple_pipe(mock_openai_agenerate: mock.AsyncMock, + mock_serpapi_aresults: mock.AsyncMock, + config: Config, + questions: list[str]): + result_df = _run_pipeline(config, questions=questions, model_name="test_model") + + assert len(mock_openai_agenerate.mock_calls) == len(questions) + assert len(mock_serpapi_aresults.mock_calls) == len(questions) + + assert len(result_df.columns) == 2 + assert any(result_df.columns == ["questions", "response"]) + + response_txt = result_df.response.iloc[0] + response_match = re.match(r".*(\d+\.\d+)\.?$", response_txt) + assert response_match is not None + assert float(response_match.group(1)) >= 3.7 From 7c58396934cc2e61e512bfe6e2b708c620f1f8ba Mon Sep 17 00:00:00 2001 From: David Gardner Date: Tue, 12 Dec 2023 10:16:13 -0800 Subject: [PATCH 28/39] Move the impl for the import_mod fixture to it's own method allowing it to be re-used --- tests/_utils/__init__.py | 44 ++++++++++++++++++++++++++++++++++++++++ tests/conftest.py | 42 +++++--------------------------------- 2 files changed, 49 insertions(+), 37 deletions(-) diff --git a/tests/_utils/__init__.py b/tests/_utils/__init__.py index dc9aa515a0..5ef3db533a 100644 --- a/tests/_utils/__init__.py +++ b/tests/_utils/__init__.py @@ -15,6 +15,7 @@ """Utilities for testing Morpheus""" import collections +import importlib import json import os import sys @@ -192,3 +193,46 @@ def load_json_file(filename): with open(filepath, 'r', encoding="utf-8") as json_file: return json.load(json_file) + + +def import_module(mod_path: str, sys_path: int | str = None) -> tuple[str, types.ModuleType]: + """ + Import a module from a given path, and return the module name and module object. + """ + + # Ensure everything is absolute to avoid issues with relative paths + mod_path = os.path.abspath(mod_path) + + # See if its a file or directory + is_file = os.path.isfile(mod_path) + + # If sys_path is an integer, use it to get the path relative to the module by number of directories. i.e. if + # sys_path=-1, then sys_path=os.path.dirname(mod_path). If sys_path=-2, then + # sys_path=os.path.dirname(os.path.dirname(mod_path)) + if (isinstance(sys_path, int)): + sys_path = os.path.join("/", *mod_path.split(os.path.sep)[:sys_path]) + + elif (sys_path is None): + sys_path = os.path.dirname(mod_path) + + # Get the path relative to the sys_path, ignore the extension if its a file + mod_name = os.path.relpath(mod_path if not is_file else os.path.splitext(mod_path)[0], start=sys_path) + + # Convert all / to . + mod_name = mod_name.replace(os.path.sep, ".") + + # Add to the sys path so this can be imported + sys.path.append(sys_path) + + try: + + # Import the module + mod = importlib.import_module(mod_name) + + if (is_file): + assert mod.__file__ == mod_path + + return (mod_name, mod) + except ImportError as e: + + raise ImportError(f"Failed to import module {mod_path} as {mod_name} from path {sys_path}") from e diff --git a/tests/conftest.py b/tests/conftest.py index d6f32aa71a..3ed934657c 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -30,6 +30,7 @@ import pytest import requests +from _utils import import_module from _utils import import_or_skip from _utils.kafka import _init_pytest_kafka from _utils.kafka import kafka_bootstrap_servers_fixture # noqa: F401 pylint:disable=unused-import @@ -390,43 +391,10 @@ def test_python_test(import_mod: list[types.ModuleType]): module_names = [] for mod_path in mod_paths: - # Ensure everything is absolute to avoid issues with relative paths - mod_path = os.path.abspath(mod_path) - - # See if its a file or directory - is_file = os.path.isfile(mod_path) - - # Get the base directory that we should import from. If not specified, use the directory of the module - sys_path = mod_kwargs.get("sys_path", os.path.dirname(mod_path)) - - # If sys_path is an integer, use it to get the path relative to the module by number of directories. i.e. if - # sys_path=-1, then sys_path=os.path.dirname(mod_path). If sys_path=-2, then - # sys_path=os.path.dirname(os.path.dirname(mod_path)) - if (isinstance(sys_path, int)): - sys_path = os.path.join("/", *mod_path.split(os.path.sep)[:sys_path]) - - # Get the path relative to the sys_path, ignore the extension if its a file - mod_name = os.path.relpath(mod_path if not is_file else os.path.splitext(mod_path)[0], start=sys_path) - - # Convert all / to . - mod_name = mod_name.replace(os.path.sep, ".") - - # Add to the sys path so this can be imported - sys.path.append(sys_path) - - try: - - # Import the module - mod = importlib.import_module(mod_name) - - if (is_file): - assert mod.__file__ == mod_path - - modules.append(mod) - module_names.append(mod_name) - except ImportError as e: - - raise ImportError(f"Failed to import module {mod_path} as {mod_name} from path {sys_path}") from e + sys_path = mod_kwargs.get("sys_path") + (mod_name, mod) = import_module(mod_path=mod_path, sys_path=sys_path) + modules.append(mod) + module_names.append(mod_name) # Only yield 1 if we only imported 1 if (is_list): From 132f9be3d356aa335fae07f2befed7e39bea33a4 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Tue, 12 Dec 2023 11:23:46 -0800 Subject: [PATCH 29/39] WIP: not working --- tests/llm/test_agents_simple_pipe.py | 115 ++++++++++++++++++++------- 1 file changed, 88 insertions(+), 27 deletions(-) diff --git a/tests/llm/test_agents_simple_pipe.py b/tests/llm/test_agents_simple_pipe.py index f49048baf6..ffeefd3a6e 100644 --- a/tests/llm/test_agents_simple_pipe.py +++ b/tests/llm/test_agents_simple_pipe.py @@ -13,18 +13,21 @@ # See the License for the specific language governing permissions and # limitations under the License. +import os import re +import sys +import types from unittest import mock -import pandas as pd +import langchain import pytest -from langchain import OpenAI from langchain.agents import AgentType from langchain.agents import initialize_agent -from langchain.agents import load_tools import cudf +from _utils import assert_results +from _utils import import_module from morpheus.config import Config from morpheus.llm import LLMEngine from morpheus.llm.nodes.extracter_node import ExtracterNode @@ -34,11 +37,32 @@ from morpheus.pipeline.linear_pipeline import LinearPipeline from morpheus.stages.input.in_memory_source_stage import InMemorySourceStage from morpheus.stages.llm.llm_engine_stage import LLMEngineStage +from morpheus.stages.output.compare_dataframe_stage import CompareDataFrameStage from morpheus.stages.output.in_memory_sink_stage import InMemorySinkStage from morpheus.stages.preprocess.deserialize_stage import DeserializeStage from morpheus.utils.concat_df import concat_dataframes +@pytest.mark.usefixtures("restore_sys_path") +@pytest.fixture(name="load_tools_mod") +def load_tools_mod_fixture(): + """ + We need to import the `langchain.agents.load_tools` module in order to mock the `SerpAPIWrapper` class that is + imported there. However this is more difficult than it sounds, because `langchain.agents.load_tools` is a module + containing a function of the same name. In `agents/__init__.py` we have: + ``` + from langchain.agents.load_tools import load_tools + ``` + + Making it very difficult to import the module not the function. + """ + mod_path = os.path.join(os.path.dirname(langchain.__file__), 'agents/load_tools.py') + (mod_name, mod) = import_module(mod_path=mod_path) + yield mod + + sys.modules.pop(mod_name, None) + + @pytest.fixture(name="questions") def questions_fixture(): return ["Who is Leo DiCaprio's girlfriend? What is her current age raised to the 0.43 power?"] @@ -46,9 +70,9 @@ def questions_fixture(): def _build_agent_executor(model_name: str): - llm = OpenAI(model=model_name, temperature=0) + llm = langchain.OpenAI(model=model_name, temperature=0) - tools = load_tools(["serpapi", "llm-math"], llm=llm) + tools = langchain.agents.load_tools(["serpapi", "llm-math"], llm=llm) agent_executor = initialize_agent(tools, llm, agent=AgentType.ZERO_SHOT_REACT_DESCRIPTION, verbose=True) @@ -70,7 +94,10 @@ def _build_engine(model_name: str): return engine -def _run_pipeline(config: Config, questions: list[str], model_name: str = "test_model") -> pd.DataFrame: +def _run_pipeline(config: Config, + questions: list[str], + model_name: str = "test_model", + expected_df: cudf.DataFrame = None) -> InMemorySinkStage: """ Loosely patterned after `examples/llm/completion` """ @@ -86,24 +113,25 @@ def _run_pipeline(config: Config, questions: list[str], model_name: str = "test_ DeserializeStage(config, message_type=ControlMessage, task_type="llm_engine", task_payload=completion_task)) pipe.add_stage(LLMEngineStage(config, engine=_build_engine(model_name=model_name))) - sink = pipe.add_stage(InMemorySinkStage(config)) - pipe.run() + if expected_df is not None: + sink = pipe.add_stage(CompareDataFrameStage(config, compare_df=expected_df)) + else: + sink = pipe.add_stage(InMemorySinkStage(config)) - result_df = concat_dataframes(sink.get_messages()) + pipe.run() - return result_df + return sink -@pytest.mark.usefixtures("openai") -@pytest.mark.usefixtures("openai_api_key") -@pytest.mark.usefixtures("serpapi_api_key") +@pytest.mark.usefixtures("openai", "openai_api_key", "serpapi_api_key") @pytest.mark.use_python def test_agents_simple_pipe_integration_openai(config: Config, questions: list[str]): - result_df = _run_pipeline(config, questions=questions, model_name="gpt-3.5-turbo-instruct") + sink = _run_pipeline(config, questions=questions, model_name="gpt-3.5-turbo-instruct") + result_df = concat_dataframes(sink.get_messages()) assert len(result_df.columns) == 2 - assert any(result_df.columns == ["questions", "response"]) + assert sorted(result_df.columns) == ["questions", "response"] response_txt = result_df.response.iloc[0] response_match = re.match(r".*(\d+\.\d+)\.?$", response_txt) @@ -111,23 +139,56 @@ def test_agents_simple_pipe_integration_openai(config: Config, questions: list[s assert float(response_match.group(1)) >= 3.7 -@pytest.mark.usefixtures("openai") +@pytest.mark.usefixtures("openai", "restore_environ") @pytest.mark.use_python -@mock.patch("load_tools.SerpAPIWrapper.aresults") # mocking the SerpAPIWrapper imported in load_tools -@mock.patch("OpenAI._agenerate") +@mock.patch("langchain.OpenAI._agenerate", autospec=True) # autospec is needed as langchain will inspect the function def test_agents_simple_pipe(mock_openai_agenerate: mock.AsyncMock, - mock_serpapi_aresults: mock.AsyncMock, + load_tools_mod: types.ModuleType, config: Config, questions: list[str]): - result_df = _run_pipeline(config, questions=questions, model_name="test_model") + os.environ.update({'OPENAI_API_KEY': 'test_api_key', 'SERPAPI_API_KEY': 'test_api_key'}) + + # mocking the SerpAPIWrapper imported in load_tools + mock_serpapi_aresults = mock.AsyncMock() + load_tools_mod.SerpAPIWrapper.aresults = mock_serpapi_aresults + + from langchain.schema import Generation + from langchain.schema import LLMResult + + model_name = "test_model" + + async def mock_agenerate_impl(*args, **kwargs): + nonlocal model_name + generations = [[ + Generation(text="approximately 3.99", generation_info={ + 'finish_reason': 'stop', 'logprobs': None + }) + ]] + return LLMResult(generations=generations, llm_output={'token_usage': {}, 'model_name': model_name}) + + mock_openai_agenerate.side_effect = mock_agenerate_impl + + mock_serpapi_aresults.return_value = { + 'answer_box': { + 'answer': '25 years', 'link': 'http://unit.test', 'people_also_search_for': [] + }, + 'inline_people_also_search_for': [], + 'knowledge_graph': {}, + 'organic_results': [], + 'pagination': {}, + 'related_questions': [], + 'related_searches': [], + 'search_information': {}, + 'search_metadata': {}, + 'search_parameters': {}, + 'serpapi_pagination': None + } + + expected_df = cudf.DataFrame({'questions': questions, 'response': ['approximately 3.99']}) + + sink = _run_pipeline(config, questions=questions, model_name=model_name, expected_df=expected_df) assert len(mock_openai_agenerate.mock_calls) == len(questions) assert len(mock_serpapi_aresults.mock_calls) == len(questions) - assert len(result_df.columns) == 2 - assert any(result_df.columns == ["questions", "response"]) - - response_txt = result_df.response.iloc[0] - response_match = re.match(r".*(\d+\.\d+)\.?$", response_txt) - assert response_match is not None - assert float(response_match.group(1)) >= 3.7 + assert_results(sink.get_results()) From 62cb2f4b9f1c5a9f05810344a75db54c51cb3f6e Mon Sep 17 00:00:00 2001 From: David Gardner Date: Tue, 12 Dec 2023 14:27:59 -0800 Subject: [PATCH 30/39] Don't use the load_tools method for invoking serpapi, as it makes it difficult to mock. --- tests/llm/test_agents_simple_pipe.py | 84 ++++++++++++++-------------- 1 file changed, 41 insertions(+), 43 deletions(-) diff --git a/tests/llm/test_agents_simple_pipe.py b/tests/llm/test_agents_simple_pipe.py index ffeefd3a6e..d82e2bf6c6 100644 --- a/tests/llm/test_agents_simple_pipe.py +++ b/tests/llm/test_agents_simple_pipe.py @@ -15,19 +15,19 @@ import os import re -import sys -import types from unittest import mock import langchain import pytest from langchain.agents import AgentType from langchain.agents import initialize_agent +from langchain.agents import load_tools +from langchain.agents.tools import Tool +from langchain.utilities import serpapi import cudf from _utils import assert_results -from _utils import import_module from morpheus.config import Config from morpheus.llm import LLMEngine from morpheus.llm.nodes.extracter_node import ExtracterNode @@ -43,26 +43,6 @@ from morpheus.utils.concat_df import concat_dataframes -@pytest.mark.usefixtures("restore_sys_path") -@pytest.fixture(name="load_tools_mod") -def load_tools_mod_fixture(): - """ - We need to import the `langchain.agents.load_tools` module in order to mock the `SerpAPIWrapper` class that is - imported there. However this is more difficult than it sounds, because `langchain.agents.load_tools` is a module - containing a function of the same name. In `agents/__init__.py` we have: - ``` - from langchain.agents.load_tools import load_tools - ``` - - Making it very difficult to import the module not the function. - """ - mod_path = os.path.join(os.path.dirname(langchain.__file__), 'agents/load_tools.py') - (mod_name, mod) = import_module(mod_path=mod_path) - yield mod - - sys.modules.pop(mod_name, None) - - @pytest.fixture(name="questions") def questions_fixture(): return ["Who is Leo DiCaprio's girlfriend? What is her current age raised to the 0.43 power?"] @@ -70,9 +50,17 @@ def questions_fixture(): def _build_agent_executor(model_name: str): - llm = langchain.OpenAI(model=model_name, temperature=0) + llm = langchain.OpenAI(model=model_name, temperature=0, cache=False) - tools = langchain.agents.load_tools(["serpapi", "llm-math"], llm=llm) + tools = [ + Tool( + name="Search", + description="", + func=serpapi.SerpAPIWrapper().run, + coroutine=serpapi.SerpAPIWrapper().arun, + ) + ] + tools.extend(load_tools(["llm-math"], llm=llm)) agent_executor = initialize_agent(tools, llm, agent=AgentType.ZERO_SHOT_REACT_DESCRIPTION, verbose=True) @@ -141,32 +129,42 @@ def test_agents_simple_pipe_integration_openai(config: Config, questions: list[s @pytest.mark.usefixtures("openai", "restore_environ") @pytest.mark.use_python +@mock.patch("langchain.utilities.serpapi.SerpAPIWrapper.aresults") @mock.patch("langchain.OpenAI._agenerate", autospec=True) # autospec is needed as langchain will inspect the function def test_agents_simple_pipe(mock_openai_agenerate: mock.AsyncMock, - load_tools_mod: types.ModuleType, + mock_serpapi_aresults: mock.AsyncMock, config: Config, questions: list[str]): os.environ.update({'OPENAI_API_KEY': 'test_api_key', 'SERPAPI_API_KEY': 'test_api_key'}) - # mocking the SerpAPIWrapper imported in load_tools - mock_serpapi_aresults = mock.AsyncMock() - load_tools_mod.SerpAPIWrapper.aresults = mock_serpapi_aresults - from langchain.schema import Generation from langchain.schema import LLMResult - model_name = "test_model" + assert serpapi.SerpAPIWrapper().aresults is mock_serpapi_aresults - async def mock_agenerate_impl(*args, **kwargs): - nonlocal model_name - generations = [[ - Generation(text="approximately 3.99", generation_info={ - 'finish_reason': 'stop', 'logprobs': None - }) - ]] - return LLMResult(generations=generations, llm_output={'token_usage': {}, 'model_name': model_name}) + model_name = "test_model" - mock_openai_agenerate.side_effect = mock_agenerate_impl + mock_openai_agenerate.side_effect = [ + LLMResult(generations=[[ + Generation(text="I should use a search engine to find information about unittests.\n" + "Action: Search\nAction Input: \"unittests\"", + generation_info={ + 'finish_reason': 'stop', 'logprobs': None + }) + ]], + llm_output={ + 'token_usage': {}, 'model_name': model_name + }), + LLMResult(generations=[[ + Generation(text="I now know the final answer.\nFinal Answer: 3.99.", + generation_info={ + 'finish_reason': 'stop', 'logprobs': None + }) + ]], + llm_output={ + 'token_usage': {}, 'model_name': model_name + }) + ] mock_serpapi_aresults.return_value = { 'answer_box': { @@ -184,11 +182,11 @@ async def mock_agenerate_impl(*args, **kwargs): 'serpapi_pagination': None } - expected_df = cudf.DataFrame({'questions': questions, 'response': ['approximately 3.99']}) + expected_df = cudf.DataFrame({'questions': questions, 'response': ["3.99."]}) sink = _run_pipeline(config, questions=questions, model_name=model_name, expected_df=expected_df) - assert len(mock_openai_agenerate.mock_calls) == len(questions) - assert len(mock_serpapi_aresults.mock_calls) == len(questions) + assert len(mock_openai_agenerate.mock_calls) == 2 + mock_serpapi_aresults.assert_awaited_once() assert_results(sink.get_results()) From 7861d069d7f37278da35bd6c29e05aa60dd3b964 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Tue, 12 Dec 2023 14:36:25 -0800 Subject: [PATCH 31/39] Add comment explaining the explicit tool creation --- tests/llm/test_agents_simple_pipe.py | 1 + 1 file changed, 1 insertion(+) diff --git a/tests/llm/test_agents_simple_pipe.py b/tests/llm/test_agents_simple_pipe.py index d82e2bf6c6..d0104698c6 100644 --- a/tests/llm/test_agents_simple_pipe.py +++ b/tests/llm/test_agents_simple_pipe.py @@ -52,6 +52,7 @@ def _build_agent_executor(model_name: str): llm = langchain.OpenAI(model=model_name, temperature=0, cache=False) + # Explicitly construct the serpapi tool, loading it via load_tools makes it too difficult to mock tools = [ Tool( name="Search", From 45a7e28db5038a5c6098c4c8656f3c61fb806a5c Mon Sep 17 00:00:00 2001 From: David Gardner Date: Tue, 12 Dec 2023 14:41:42 -0800 Subject: [PATCH 32/39] Revert "Move the impl for the import_mod fixture to it's own method allowing it to be re-used" This reverts commit 7c58396934cc2e61e512bfe6e2b708c620f1f8ba. --- tests/_utils/__init__.py | 44 ---------------------------------------- tests/conftest.py | 42 +++++++++++++++++++++++++++++++++----- 2 files changed, 37 insertions(+), 49 deletions(-) diff --git a/tests/_utils/__init__.py b/tests/_utils/__init__.py index 5ef3db533a..dc9aa515a0 100644 --- a/tests/_utils/__init__.py +++ b/tests/_utils/__init__.py @@ -15,7 +15,6 @@ """Utilities for testing Morpheus""" import collections -import importlib import json import os import sys @@ -193,46 +192,3 @@ def load_json_file(filename): with open(filepath, 'r', encoding="utf-8") as json_file: return json.load(json_file) - - -def import_module(mod_path: str, sys_path: int | str = None) -> tuple[str, types.ModuleType]: - """ - Import a module from a given path, and return the module name and module object. - """ - - # Ensure everything is absolute to avoid issues with relative paths - mod_path = os.path.abspath(mod_path) - - # See if its a file or directory - is_file = os.path.isfile(mod_path) - - # If sys_path is an integer, use it to get the path relative to the module by number of directories. i.e. if - # sys_path=-1, then sys_path=os.path.dirname(mod_path). If sys_path=-2, then - # sys_path=os.path.dirname(os.path.dirname(mod_path)) - if (isinstance(sys_path, int)): - sys_path = os.path.join("/", *mod_path.split(os.path.sep)[:sys_path]) - - elif (sys_path is None): - sys_path = os.path.dirname(mod_path) - - # Get the path relative to the sys_path, ignore the extension if its a file - mod_name = os.path.relpath(mod_path if not is_file else os.path.splitext(mod_path)[0], start=sys_path) - - # Convert all / to . - mod_name = mod_name.replace(os.path.sep, ".") - - # Add to the sys path so this can be imported - sys.path.append(sys_path) - - try: - - # Import the module - mod = importlib.import_module(mod_name) - - if (is_file): - assert mod.__file__ == mod_path - - return (mod_name, mod) - except ImportError as e: - - raise ImportError(f"Failed to import module {mod_path} as {mod_name} from path {sys_path}") from e diff --git a/tests/conftest.py b/tests/conftest.py index 3ed934657c..d6f32aa71a 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -30,7 +30,6 @@ import pytest import requests -from _utils import import_module from _utils import import_or_skip from _utils.kafka import _init_pytest_kafka from _utils.kafka import kafka_bootstrap_servers_fixture # noqa: F401 pylint:disable=unused-import @@ -391,10 +390,43 @@ def test_python_test(import_mod: list[types.ModuleType]): module_names = [] for mod_path in mod_paths: - sys_path = mod_kwargs.get("sys_path") - (mod_name, mod) = import_module(mod_path=mod_path, sys_path=sys_path) - modules.append(mod) - module_names.append(mod_name) + # Ensure everything is absolute to avoid issues with relative paths + mod_path = os.path.abspath(mod_path) + + # See if its a file or directory + is_file = os.path.isfile(mod_path) + + # Get the base directory that we should import from. If not specified, use the directory of the module + sys_path = mod_kwargs.get("sys_path", os.path.dirname(mod_path)) + + # If sys_path is an integer, use it to get the path relative to the module by number of directories. i.e. if + # sys_path=-1, then sys_path=os.path.dirname(mod_path). If sys_path=-2, then + # sys_path=os.path.dirname(os.path.dirname(mod_path)) + if (isinstance(sys_path, int)): + sys_path = os.path.join("/", *mod_path.split(os.path.sep)[:sys_path]) + + # Get the path relative to the sys_path, ignore the extension if its a file + mod_name = os.path.relpath(mod_path if not is_file else os.path.splitext(mod_path)[0], start=sys_path) + + # Convert all / to . + mod_name = mod_name.replace(os.path.sep, ".") + + # Add to the sys path so this can be imported + sys.path.append(sys_path) + + try: + + # Import the module + mod = importlib.import_module(mod_name) + + if (is_file): + assert mod.__file__ == mod_path + + modules.append(mod) + module_names.append(mod_name) + except ImportError as e: + + raise ImportError(f"Failed to import module {mod_path} as {mod_name} from path {sys_path}") from e # Only yield 1 if we only imported 1 if (is_list): From 11d98e6248cdbe9eb300a6fb4206b7d8f25a2d25 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Tue, 12 Dec 2023 15:41:50 -0800 Subject: [PATCH 33/39] Add benchmark for agent pipeline --- .../test_bench_agents_simple_pipeline.py | 172 ++++++++++++++++++ 1 file changed, 172 insertions(+) create mode 100644 tests/benchmarks/test_bench_agents_simple_pipeline.py diff --git a/tests/benchmarks/test_bench_agents_simple_pipeline.py b/tests/benchmarks/test_bench_agents_simple_pipeline.py new file mode 100644 index 0000000000..52788b2e84 --- /dev/null +++ b/tests/benchmarks/test_bench_agents_simple_pipeline.py @@ -0,0 +1,172 @@ +# SPDX-FileCopyrightText: Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import asyncio +import collections.abc +import os +import typing +from unittest import mock + +import langchain +import pytest +from langchain.agents import AgentType +from langchain.agents import initialize_agent +from langchain.agents import load_tools +from langchain.agents.tools import Tool +from langchain.utilities import serpapi + +import cudf + +from morpheus.config import Config +from morpheus.llm import LLMEngine +from morpheus.llm.nodes.extracter_node import ExtracterNode +from morpheus.llm.nodes.langchain_agent_node import LangChainAgentNode +from morpheus.llm.task_handlers.simple_task_handler import SimpleTaskHandler +from morpheus.messages import ControlMessage +from morpheus.pipeline.linear_pipeline import LinearPipeline +from morpheus.stages.input.in_memory_source_stage import InMemorySourceStage +from morpheus.stages.llm.llm_engine_stage import LLMEngineStage +from morpheus.stages.output.in_memory_sink_stage import InMemorySinkStage +from morpheus.stages.preprocess.deserialize_stage import DeserializeStage + + +def _build_agent_executor(model_name: str): + + llm = langchain.OpenAI(model=model_name, temperature=0, cache=False) + + # Explicitly construct the serpapi tool, loading it via load_tools makes it too difficult to mock + tools = [ + Tool( + name="Search", + description="", + func=serpapi.SerpAPIWrapper().run, + coroutine=serpapi.SerpAPIWrapper().arun, + ) + ] + tools.extend(load_tools(["llm-math"], llm=llm)) + + agent_executor = initialize_agent(tools, llm, agent=AgentType.ZERO_SHOT_REACT_DESCRIPTION, verbose=True) + + return agent_executor + + +def _build_engine(model_name: str): + + engine = LLMEngine() + + engine.add_node("extracter", node=ExtracterNode()) + + engine.add_node("agent", + inputs=[("/extracter")], + node=LangChainAgentNode(agent_executor=_build_agent_executor(model_name=model_name))) + + engine.add_task_handler(inputs=["/agent"], handler=SimpleTaskHandler()) + + return engine + + +def _run_pipeline(config: Config, source_dfs: list[cudf.DataFrame], model_name: str = "test_model"): + completion_task = {"task_type": "completion", "task_dict": {"input_keys": ["questions"]}} + + pipe = LinearPipeline(config) + + pipe.set_source(InMemorySourceStage(config, dataframes=source_dfs)) + + pipe.add_stage( + DeserializeStage(config, message_type=ControlMessage, task_type="llm_engine", task_payload=completion_task)) + + pipe.add_stage(LLMEngineStage(config, engine=_build_engine(model_name=model_name))) + + pipe.add_stage(InMemorySinkStage(config)) + + pipe.run() + + +@pytest.mark.usefixtures("openai", "restore_environ") +@pytest.mark.use_python +@pytest.mark.benchmark +@mock.patch("langchain.utilities.serpapi.SerpAPIWrapper.aresults") +@mock.patch("langchain.OpenAI._agenerate", autospec=True) # autospec is needed as langchain will inspect the function +def test_agents_simple_pipe(mock_openai_agenerate: mock.AsyncMock, + mock_serpapi_aresults: mock.AsyncMock, + benchmark: collections.abc.Callable[[collections.abc.Callable], typing.Any], + config: Config): + os.environ.update({'OPENAI_API_KEY': 'test_api_key', 'SERPAPI_API_KEY': 'test_api_key'}) + + from langchain.schema import Generation + from langchain.schema import LLMResult + + assert serpapi.SerpAPIWrapper().aresults is mock_serpapi_aresults + + model_name = "test_model" + + mock_responses = [ + LLMResult(generations=[[ + Generation(text="I should use a search engine to find information about unittests.\n" + "Action: Search\nAction Input: \"unittests\"", + generation_info={ + 'finish_reason': 'stop', 'logprobs': None + }) + ]], + llm_output={ + 'token_usage': {}, 'model_name': model_name + }), + LLMResult(generations=[[ + Generation(text="I now know the final answer.\nFinal Answer: 3.99.", + generation_info={ + 'finish_reason': 'stop', 'logprobs': None + }) + ]], + llm_output={ + 'token_usage': {}, 'model_name': model_name + }) + ] + + async def _mock_openai_agenerate(self, *args, **kwargs): + nonlocal mock_responses + call_count = getattr(self, '_unittest_call_count', 0) + response = mock_responses[call_count % 2] + + # The OpenAI object will raise a ValueError if we attempt to set the attribute directly or use setattr + self.__dict__['_unittest_call_count'] = call_count + 1 + await asyncio.sleep(1.265) + return response + + mock_openai_agenerate.side_effect = _mock_openai_agenerate + + async def _mock_serpapi_aresults(*args, **kwargs): + await asyncio.sleep(1.7) + return { + 'answer_box': { + 'answer': '25 years', 'link': 'http://unit.test', 'people_also_search_for': [] + }, + 'inline_people_also_search_for': [], + 'knowledge_graph': {}, + 'organic_results': [], + 'pagination': {}, + 'related_questions': [], + 'related_searches': [], + 'search_information': {}, + 'search_metadata': {}, + 'search_parameters': {}, + 'serpapi_pagination': None + } + + mock_serpapi_aresults.side_effect = _mock_serpapi_aresults + + source_df = cudf.DataFrame( + {"questions": ["Who is Leo DiCaprio's girlfriend? What is her current age raised to the 0.43 power?"]}) + + benchmark(_run_pipeline, config, source_dfs=[source_df], model_name=model_name) From 5d331b5ce034a67e89de1c35fc4c79d49bf69915 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Tue, 12 Dec 2023 16:02:25 -0800 Subject: [PATCH 34/39] Remove out of date comment --- tests/llm/test_agents_simple_pipe.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/tests/llm/test_agents_simple_pipe.py b/tests/llm/test_agents_simple_pipe.py index d0104698c6..5e3d1d2223 100644 --- a/tests/llm/test_agents_simple_pipe.py +++ b/tests/llm/test_agents_simple_pipe.py @@ -87,9 +87,6 @@ def _run_pipeline(config: Config, questions: list[str], model_name: str = "test_model", expected_df: cudf.DataFrame = None) -> InMemorySinkStage: - """ - Loosely patterned after `examples/llm/completion` - """ source_df = cudf.DataFrame({"questions": questions}) completion_task = {"task_type": "completion", "task_dict": {"input_keys": ["questions"]}} From a620d335bef2a0c09a26c5c24354835d6c5706d2 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Tue, 12 Dec 2023 16:02:47 -0800 Subject: [PATCH 35/39] Ignore unused arguments to mocked methods --- tests/benchmarks/test_bench_agents_simple_pipeline.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/benchmarks/test_bench_agents_simple_pipeline.py b/tests/benchmarks/test_bench_agents_simple_pipeline.py index 52788b2e84..45d0774a2b 100644 --- a/tests/benchmarks/test_bench_agents_simple_pipeline.py +++ b/tests/benchmarks/test_bench_agents_simple_pipeline.py @@ -134,7 +134,7 @@ def test_agents_simple_pipe(mock_openai_agenerate: mock.AsyncMock, }) ] - async def _mock_openai_agenerate(self, *args, **kwargs): + async def _mock_openai_agenerate(self, *args, **kwargs): # pylint: disable=unused-argument nonlocal mock_responses call_count = getattr(self, '_unittest_call_count', 0) response = mock_responses[call_count % 2] @@ -146,7 +146,7 @@ async def _mock_openai_agenerate(self, *args, **kwargs): mock_openai_agenerate.side_effect = _mock_openai_agenerate - async def _mock_serpapi_aresults(*args, **kwargs): + async def _mock_serpapi_aresults(*args, **kwargs): # pylint: disable=unused-argument await asyncio.sleep(1.7) return { 'answer_box': { From 4b196a14a0af6eed58bf0c7ca391cf76590abc61 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Wed, 13 Dec 2023 14:42:04 -0800 Subject: [PATCH 36/39] wip --- .../ransomw-model-short-rf-20220126.sav | Bin 1933697 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 models/ransomware-models/ransomw-model-short-rf-20220126.sav diff --git a/models/ransomware-models/ransomw-model-short-rf-20220126.sav b/models/ransomware-models/ransomw-model-short-rf-20220126.sav deleted file mode 100644 index 3a85e16ea4d95bd85484e715c19c01848c08297f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1933697 zcmdRXcYIXE`u7Nk0Rk)#Ap*h@kuHQH9cB`GH5BQPO@pO{5JGQa>)}iIY;A#*dwno-!>XC#&kfgw*6Ile^nwmq`iJri~vv zJ|#WpiJXRua^~kW$f}T-FfApX>yDqCkTE4aC+ltuEF(RI2b2`BNtwn&>Y9=?e%kmc zse?KH??Nh*ls-NqC7o;JWR)5>K6QLfR@k((N#ip(lXDX7^pu&LFe^SeB`w37(?6@y z#3?DUsz;xjbKEbNbwo6&Ya8Oc_7Un-M=YJs~NBM-y)gd)Q?V zD2DJr*ke-?GN$vq^WZB4=zvaq>Xc-g6P|9DM*Oslgp3rfad#lp@src0^OVo#$x2F3 z;iZw|1X)>A5J~Kx6>b*_B!>rcR~nCSN;)s@vOH_)DM>u^^h^9o@7=%cd=IrYB~Fr#iP{T27zevt07d#HS^sCrqA})4*HKThZ(C zR`OQ%R`Eu7t9q+>@AlTTrzP?Gp0gsWbZY#BDT%yH zym#}|@`w|s@ND)WS!HJ?q)!eM2T%M8Z)E?ha)B~~Tf)`LdBeRG`;_&%_+O-ofTSHP=6;kC5iRVR~)34zjS>+U-%_y51KV^DG+VqTR z@qt?%230Pe*TvN7lhbB54dkNft3XkW7JSCOqb$U_;ugh6?+KM?@ zccmr^l_z-a9?9u)M`F(MoPjwF`rOf{#3MQ0W?6S8XUtAZ37C`^-!^AOrjVA*x}#%G z|Ni}Z|HXgyzdj@*Cvim=7gjFuq!E(C*;zcnGL5{#R@5J%_#AJUta9?c@l1{8H!Vy& zZ+3~6_g47FQuWpk6zJW(BQ7=!3o6&h{@#1M)s^D)Hss~$ZN%?OV{cP$^FWThE!F(C z%_=cg$)&gB|2K~!uSGPFM=$d>$tpc9DPdAVpt10F=n_@}$|7eOFVU>>>chtGTcxZ! z0}TehX_fT`B*5j5f1uUi0R<9VEU9& zGQ9jz_D%`tgki&w6R5^^0`S4eswSGEl;rpzNrs)|$=(iq$g&)7D#tL6Q#iUfrg{7J ziR3tyqnl$o=QrRujnmP~a;Eob%PXoYQ1fELsuO~ht`?O1omd-f^waDU!!M4gwS`_h z;s}ZkUt@Tu?g4g@BPOHTJxi_6#x;0$TpBI4-w|XVyUI!eSrriD7o?vOU&eP6H^wK5K;8{F(h<8q_;52L+d9z+QGIAL#V+rqs|@o~>?tE8ZOQ&TO6I+BZ1{S_Nbc!foxFW;3`MVuWnG%d2rmf7e~-a zSnvUP_!BJ93aP(8fdF$KAaSX7Vdi#DwgVv*Q8li>^*_b8dpE{Rh^Nj~RvyR-fDw+E z5MLMOOSn<(p|5l3JeAM9#`&A8+7WX*J%1!*e03|9-Zb@rw-b5r(Z~l|iox-~!c-)M4cOsHaQT&!Cr8yJ0IrrW1p?q}uf~x5IV; 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z+SOygM7usN^Loiv<73OoOrK-U@%2BQjx|g!FUf{`J$2x1 zYNwhs-$vH}pwG?b{51~^*_1daNL=mv5kq{D_&Tr(69?W%BE$fH3X<bX{pOYAaBVrbpl7`2C(cO z)+5rKEC1s4pw#9ip*`y!{lDDt90S~aaJ_{buSXc@1D%ET{>c2lvD5~1^NV&+8~9}a zxt2J!haDn_96zQPyv^y{(H!@z;>cDpTK->=Rn!kw<`9lZyZUqb&N7Zx3&3W8wH&nN z_<_7N+Sld!N0)#dwl6e;`W14hS3x_=i}jZX@nJjd0yM@8?Fp9$u%R!PpuXdN%zS~% z@pLK=+()zr*j3}`=>{}hKS5(VK{=*p!LKsd0m+6JJOt$vG{^;D`A332<{N2jSC}5q zY?v&f&;mjqxCx*K`SDb^zO9JqI6Yl%o~g7wmC} T92*4i6Ywl#oz`K$aNa~c`5 From 1f3b3a9bf35c13ef3713e6ce0bf5f0073b8a91e1 Mon Sep 17 00:00:00 2001 From: David Gardner Date: Wed, 13 Dec 2023 15:02:58 -0800 Subject: [PATCH 37/39] Allow mocked sleep times to be overidden with an env variable --- tests/benchmarks/conftest.py | 8 +++++--- tests/benchmarks/test_bench_vdb_upload_pipeline.py | 8 ++++++-- 2 files changed, 11 insertions(+), 5 deletions(-) diff --git a/tests/benchmarks/conftest.py b/tests/benchmarks/conftest.py index f4a1bbbf7b..c65b583765 100644 --- a/tests/benchmarks/conftest.py +++ b/tests/benchmarks/conftest.py @@ -81,10 +81,11 @@ def pytest_benchmark_update_json(config, benchmarks, output_json): @pytest.fixture(name="mock_chat_completion") @pytest.mark.usefixtures() def mock_chat_completion_fixture(mock_chat_completion: mock.MagicMock): + sleep_time = float(os.environ.get("MOCK_OPENAI_REQUEST_TIME", 1.265)) async def sleep_first(*args, **kwargs): # Sleep time is based on average request time - await asyncio.sleep(1.265) + await asyncio.sleep(sleep_time) return mock.DEFAULT mock_chat_completion.acreate.side_effect = sleep_first @@ -95,11 +96,12 @@ async def sleep_first(*args, **kwargs): @pytest.mark.usefixtures("nemollm") @pytest.fixture(name="mock_nemollm") def mock_nemollm_fixture(mock_nemollm: mock.MagicMock): - # The generate function is a blocking call that returns a future when return_type="async" + sleep_time = float(os.environ.get("MOCK_NEMOLLM_REQUEST_TIME", 0.412)) + # The generate function is a blocking call that returns a future when return_type="async" async def sleep_first(fut: asyncio.Future, value: typing.Any = mock.DEFAULT): # Sleep time is based on average request time - await asyncio.sleep(0.412) + await asyncio.sleep(sleep_time) fut.set_result(value) def create_future(*args, **kwargs) -> asyncio.Future: diff --git a/tests/benchmarks/test_bench_vdb_upload_pipeline.py b/tests/benchmarks/test_bench_vdb_upload_pipeline.py index fed5be3422..affd8a91e3 100644 --- a/tests/benchmarks/test_bench_vdb_upload_pipeline.py +++ b/tests/benchmarks/test_bench_vdb_upload_pipeline.py @@ -106,19 +106,23 @@ def test_vdb_upload_pipe(mock_requests_session: mock.MagicMock, with open(os.path.join(TEST_DIRS.tests_data_dir, 'service/cisa_web_responses.json'), encoding='utf-8') as fh: web_responses = json.load(fh) + mock_web_scraper_request_time = float(os.environ.get("MOCK_WEB_SCRAPER_REQUEST_TIME", 0.5)) + def mock_get_fn(url: str): mock_response = mock.MagicMock() mock_response.ok = True mock_response.status_code = 200 mock_response.text = web_responses[url] - time.sleep(0.5) + time.sleep(mock_web_scraper_request_time) return mock_response mock_requests_session.return_value = mock_requests_session mock_requests_session.get.side_effect = mock_get_fn + mock_feedparser_request_time = float(os.environ.get("MOCK_FEEDPARSER_REQUEST_TIME", 0.5)) + def mock_feedparser_http_get_fn(*args, **kwargs): # pylint: disable=unused-argument - time.sleep(0.5) + time.sleep(mock_feedparser_request_time) # The RSS Parser expects a bytes string with open(os.path.join(TEST_DIRS.tests_data_dir, 'service/cisa_rss_feed.xml'), 'rb') as fh: return fh.read() From 604872aa70195a517e0699b542461f5ab6de587e Mon Sep 17 00:00:00 2001 From: David Gardner Date: Wed, 13 Dec 2023 15:09:14 -0800 Subject: [PATCH 38/39] WIP --- .../ransomw-model-short-rf-20220126.sav | Bin 1933697 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 models/ransomware-models/ransomw-model-short-rf-20220126.sav diff --git 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z+SOygM7usN^Loiv<73OoOrK-U@%2BQjx|g!FUf{`J$2x1 zYNwhs-$vH}pwG?b{51~^*_1daNL=mv5kq{D_&Tr(69?W%BE$fH3X<bX{pOYAaBVrbpl7`2C(cO z)+5rKEC1s4pw#9ip*`y!{lDDt90S~aaJ_{buSXc@1D%ET{>c2lvD5~1^NV&+8~9}a zxt2J!haDn_96zQPyv^y{(H!@z;>cDpTK->=Rn!kw<`9lZyZUqb&N7Zx3&3W8wH&nN z_<_7N+Sld!N0)#dwl6e;`W14hS3x_=i}jZX@nJjd0yM@8?Fp9$u%R!PpuXdN%zS~% z@pLK=+()zr*j3}`=>{}hKS5(VK{=*p!LKsd0m+6JJOt$vG{^;D`A332<{N2jSC}5q zY?v&f&;mjqxCx*K`SDb^zO9JqI6Yl%o~g7wmC} T92*4i6Ywl#oz`K$aNa~c`5 From 69423f02e00d3648b0a4d896d5dea4b91a9e632c Mon Sep 17 00:00:00 2001 From: David Gardner Date: Wed, 13 Dec 2023 15:31:25 -0800 Subject: [PATCH 39/39] Mocked sleep times are now fixtures which can be overriden with an environtment variable --- tests/benchmarks/conftest.py | 36 +++++++++++++++---- .../test_bench_agents_simple_pipeline.py | 6 ++-- .../test_bench_vdb_upload_pipeline.py | 6 ++-- 3 files changed, 35 insertions(+), 13 deletions(-) diff --git a/tests/benchmarks/conftest.py b/tests/benchmarks/conftest.py index c65b583765..ff83e4b9a3 100644 --- a/tests/benchmarks/conftest.py +++ b/tests/benchmarks/conftest.py @@ -77,15 +77,38 @@ def pytest_benchmark_update_json(config, benchmarks, output_json): bench['stats']['median_throughput_bytes'] = (byte_count * repeat) / bench['stats']['median'] +@pytest.fixture(name="mock_openai_request_time") +def mock_openai_request_time_fixture(): + return float(os.environ.get("MOCK_OPENAI_REQUEST_TIME", 1.265)) + + +@pytest.fixture(name="mock_nemollm_request_time") +def mock_nemollm_request_time_fixture(): + return float(os.environ.get("MOCK_NEMOLLM_REQUEST_TIME", 0.412)) + + +@pytest.fixture(name="mock_web_scraper_request_time") +def mock_web_scraper_request_time_fixture(): + return float(os.environ.get("MOCK_WEB_SCRAPER_REQUEST_TIME", 0.5)) + + +@pytest.fixture(name="mock_feedparser_request_time") +def mock_feedparser_request_time_fixture(): + return float(os.environ.get("MOCK_FEEDPARSER_REQUEST_TIME", 0.5)) + + +@pytest.fixture(name="mock_serpapi_request_time") +def mock_serpapi_request_time_fixture(): + return float(os.environ.get("MOCK_SERPAPI_REQUEST_TIME", 1.7)) + + @pytest.mark.usefixtures("openai") @pytest.fixture(name="mock_chat_completion") -@pytest.mark.usefixtures() -def mock_chat_completion_fixture(mock_chat_completion: mock.MagicMock): - sleep_time = float(os.environ.get("MOCK_OPENAI_REQUEST_TIME", 1.265)) +def mock_chat_completion_fixture(mock_chat_completion: mock.MagicMock, mock_openai_request_time: float): async def sleep_first(*args, **kwargs): # Sleep time is based on average request time - await asyncio.sleep(sleep_time) + await asyncio.sleep(mock_openai_request_time) return mock.DEFAULT mock_chat_completion.acreate.side_effect = sleep_first @@ -95,13 +118,12 @@ async def sleep_first(*args, **kwargs): @pytest.mark.usefixtures("nemollm") @pytest.fixture(name="mock_nemollm") -def mock_nemollm_fixture(mock_nemollm: mock.MagicMock): - sleep_time = float(os.environ.get("MOCK_NEMOLLM_REQUEST_TIME", 0.412)) +def mock_nemollm_fixture(mock_nemollm: mock.MagicMock, mock_nemollm_request_time: float): # The generate function is a blocking call that returns a future when return_type="async" async def sleep_first(fut: asyncio.Future, value: typing.Any = mock.DEFAULT): # Sleep time is based on average request time - await asyncio.sleep(sleep_time) + await asyncio.sleep(mock_nemollm_request_time) fut.set_result(value) def create_future(*args, **kwargs) -> asyncio.Future: diff --git a/tests/benchmarks/test_bench_agents_simple_pipeline.py b/tests/benchmarks/test_bench_agents_simple_pipeline.py index 45d0774a2b..a59b4e594c 100644 --- a/tests/benchmarks/test_bench_agents_simple_pipeline.py +++ b/tests/benchmarks/test_bench_agents_simple_pipeline.py @@ -101,6 +101,8 @@ def _run_pipeline(config: Config, source_dfs: list[cudf.DataFrame], model_name: @mock.patch("langchain.OpenAI._agenerate", autospec=True) # autospec is needed as langchain will inspect the function def test_agents_simple_pipe(mock_openai_agenerate: mock.AsyncMock, mock_serpapi_aresults: mock.AsyncMock, + mock_openai_request_time: float, + mock_serpapi_request_time: float, benchmark: collections.abc.Callable[[collections.abc.Callable], typing.Any], config: Config): os.environ.update({'OPENAI_API_KEY': 'test_api_key', 'SERPAPI_API_KEY': 'test_api_key'}) @@ -141,13 +143,13 @@ async def _mock_openai_agenerate(self, *args, **kwargs): # pylint: disable=unus # The OpenAI object will raise a ValueError if we attempt to set the attribute directly or use setattr self.__dict__['_unittest_call_count'] = call_count + 1 - await asyncio.sleep(1.265) + await asyncio.sleep(mock_openai_request_time) return response mock_openai_agenerate.side_effect = _mock_openai_agenerate async def _mock_serpapi_aresults(*args, **kwargs): # pylint: disable=unused-argument - await asyncio.sleep(1.7) + await asyncio.sleep(mock_serpapi_request_time) return { 'answer_box': { 'answer': '25 years', 'link': 'http://unit.test', 'people_also_search_for': [] diff --git a/tests/benchmarks/test_bench_vdb_upload_pipeline.py b/tests/benchmarks/test_bench_vdb_upload_pipeline.py index affd8a91e3..9ebbe0de80 100644 --- a/tests/benchmarks/test_bench_vdb_upload_pipeline.py +++ b/tests/benchmarks/test_bench_vdb_upload_pipeline.py @@ -98,6 +98,8 @@ def _run_pipeline(config: Config, @mock.patch('requests.Session') def test_vdb_upload_pipe(mock_requests_session: mock.MagicMock, mock_feedparser_http_get: mock.MagicMock, + mock_web_scraper_request_time: float, + mock_feedparser_request_time: float, benchmark: collections.abc.Callable[[collections.abc.Callable], typing.Any], config: Config, milvus_server_uri: str, @@ -106,8 +108,6 @@ def test_vdb_upload_pipe(mock_requests_session: mock.MagicMock, with open(os.path.join(TEST_DIRS.tests_data_dir, 'service/cisa_web_responses.json'), encoding='utf-8') as fh: web_responses = json.load(fh) - mock_web_scraper_request_time = float(os.environ.get("MOCK_WEB_SCRAPER_REQUEST_TIME", 0.5)) - def mock_get_fn(url: str): mock_response = mock.MagicMock() mock_response.ok = True @@ -119,8 +119,6 @@ def mock_get_fn(url: str): mock_requests_session.return_value = mock_requests_session mock_requests_session.get.side_effect = mock_get_fn - mock_feedparser_request_time = float(os.environ.get("MOCK_FEEDPARSER_REQUEST_TIME", 0.5)) - def mock_feedparser_http_get_fn(*args, **kwargs): # pylint: disable=unused-argument time.sleep(mock_feedparser_request_time) # The RSS Parser expects a bytes string

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