From 7b99379275df59c8a337d66601ccbfc3d9513a5c Mon Sep 17 00:00:00 2001 From: Adil Hafeez Date: Thu, 7 Nov 2024 10:13:18 -0800 Subject: [PATCH] wip --- api_prompt_gateway.rest | 14 + arch/Dockerfile | 2 +- arch/docker-compose.dev.yaml | 1 + arch/docker-compose.e2e.yaml | 1 + arch/docker-compose.yaml | 1 + arch/envoy.template.yaml | 42 +- crates/prompt_gateway/src/stream_context.rs | 12 +- demos/weather_forecast/arch_config.yaml | 2 +- model_server/app/main.py | 27 + model_server/poetry.lock | 1047 ++++++++++++------- model_server/pyproject.toml | 4 + 11 files changed, 761 insertions(+), 392 deletions(-) diff --git a/api_prompt_gateway.rest b/api_prompt_gateway.rest index b79b4230..e2776d7e 100644 --- a/api_prompt_gateway.rest +++ b/api_prompt_gateway.rest @@ -13,6 +13,20 @@ Content-Type: application/json ] } +### prompt gateway request default target +POST {{prompt_endpoint}}/v1/chat/completions HTTP/1.1 +Content-Type: application/json + +{ + "messages": [ + { + "role": "user", + "content": "hello" + } + ] +} + + ### prompt gateway request (streaming) POST {{prompt_endpoint}}/v1/chat/completions HTTP/1.1 Content-Type: application/json diff --git a/arch/Dockerfile b/arch/Dockerfile index 72f7de4d..6d7a0f9b 100644 --- a/arch/Dockerfile +++ b/arch/Dockerfile @@ -26,4 +26,4 @@ COPY arch/envoy.template.yaml . COPY arch/arch_config_schema.yaml . -ENTRYPOINT ["sh", "-c", "python config_generator.py && envsubst < /etc/envoy/envoy.yaml > /etc/envoy.env_sub.yaml && envoy -c /etc/envoy.env_sub.yaml --component-log-level wasm:trace"] +ENTRYPOINT ["sh", "-c", "python config_generator.py && envsubst < /etc/envoy/envoy.yaml > /etc/envoy.env_sub.yaml && envoy -c /etc/envoy.env_sub.yaml --component-log-level wasm:debug"] diff --git a/arch/docker-compose.dev.yaml b/arch/docker-compose.dev.yaml index fdf024c6..92fbdd75 100644 --- a/arch/docker-compose.dev.yaml +++ b/arch/docker-compose.dev.yaml @@ -3,6 +3,7 @@ services: image: katanemo/archgw:latest ports: - "10000:10000" + - "10001:10001" - "11000:11000" - "12000:12000" - "19901:9901" diff --git a/arch/docker-compose.e2e.yaml b/arch/docker-compose.e2e.yaml index ebff459e..e4557fa6 100644 --- a/arch/docker-compose.e2e.yaml +++ b/arch/docker-compose.e2e.yaml @@ -3,6 +3,7 @@ services: image: katanemo/archgw:latest ports: - "10000:10000" + - "10001:10001" - "11000:11000" - "12000:12000" - "19901:9901" diff --git a/arch/docker-compose.yaml b/arch/docker-compose.yaml index d47fb232..fff472c7 100644 --- a/arch/docker-compose.yaml +++ b/arch/docker-compose.yaml @@ -3,6 +3,7 @@ services: image: katanemo/archgw:latest ports: - "10000:10000" + - "10001:10001" - "11000:11000" - "12000:12000" - "19901:9901" diff --git a/arch/envoy.template.yaml b/arch/envoy.template.yaml index fe02944a..9e46786b 100644 --- a/arch/envoy.template.yaml +++ b/arch/envoy.template.yaml @@ -98,12 +98,18 @@ static_resources: domains: - "*" routes: + {% for provider in arch_llm_providers %} - match: prefix: "/" + headers: + - name: "x-arch-llm-provider" + string_match: + exact: {{ provider.name }} route: auto_host_rewrite: true - cluster: arch_llm_listener + cluster: {{ provider.provider }} timeout: 60s + {% endfor %} http_filters: - name: envoy.filters.http.compressor typed_config: @@ -131,6 +137,23 @@ static_resources: code: local: filename: "/etc/envoy/proxy-wasm-plugins/prompt_gateway.wasm" + - name: envoy.filters.http.wasm + typed_config: + "@type": type.googleapis.com/udpa.type.v1.TypedStruct + type_url: type.googleapis.com/envoy.extensions.filters.http.wasm.v3.Wasm + value: + config: + name: "http_config" + root_id: llm_gateway + configuration: + "@type": "type.googleapis.com/google.protobuf.StringValue" + value: | + {{ arch_llm_config | indent(32) }} + vm_config: + runtime: "envoy.wasm.runtime.v8" + code: + local: + filename: "/etc/envoy/proxy-wasm-plugins/llm_gateway.wasm" - name: envoy.filters.http.decompressor typed_config: "@type": type.googleapis.com/envoy.extensions.filters.http.decompressor.v3.Decompressor @@ -146,7 +169,6 @@ static_resources: typed_config: "@type": type.googleapis.com/envoy.extensions.filters.http.router.v3.Router - - name: arch_internal address: socket_address: @@ -457,22 +479,6 @@ static_resources: port_value: 10001 hostname: arch_prompt_gateway_listener - - name: arch_llm_listener - connect_timeout: 5s - type: LOGICAL_DNS - dns_lookup_family: V4_ONLY - lb_policy: ROUND_ROBIN - load_assignment: - cluster_name: arch_llm_listener - endpoints: - - lb_endpoints: - - endpoint: - address: - socket_address: - address: 0.0.0.0 - port_value: 12000 - hostname: arch_llm_listener - {% if "random_sampling" in arch_tracing and arch_tracing["random_sampling"] > 0 %} - name: opentelemetry_collector type: STRICT_DNS diff --git a/crates/prompt_gateway/src/stream_context.rs b/crates/prompt_gateway/src/stream_context.rs index 6a1a5240..f92c4ad5 100644 --- a/crates/prompt_gateway/src/stream_context.rs +++ b/crates/prompt_gateway/src/stream_context.rs @@ -1095,7 +1095,17 @@ impl StreamContext { { let default_target_response_str = if self.streaming_response { let chat_completion_response = - serde_json::from_slice::(&body).unwrap(); + match serde_json::from_slice::(&body) { + Ok(chat_completion_response) => chat_completion_response, + Err(e) => { + warn!( + "error deserializing default target response: {}, body str: {}", + e, + String::from_utf8(body).unwrap() + ); + return self.send_server_error(ServerError::Deserialization(e), None); + } + }; let chunks = vec![ ChatCompletionStreamResponse::new( diff --git a/demos/weather_forecast/arch_config.yaml b/demos/weather_forecast/arch_config.yaml index 5ff1fcfa..41af8338 100644 --- a/demos/weather_forecast/arch_config.yaml +++ b/demos/weather_forecast/arch_config.yaml @@ -74,4 +74,4 @@ prompt_targets: tracing: random_sampling: 100 - # trace_arch: true + trace_arch: true diff --git a/model_server/app/main.py b/model_server/app/main.py index a8d312d7..58823db9 100644 --- a/model_server/app/main.py +++ b/model_server/app/main.py @@ -1,3 +1,4 @@ +import os import time import torch import app.commons.utilities as utils @@ -15,12 +16,38 @@ from app.function_calling.model_utils import ( ) from unittest.mock import patch +from opentelemetry import trace +from opentelemetry.sdk.trace import TracerProvider +from opentelemetry.instrumentation.fastapi import FastAPIInstrumentor +from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter +from opentelemetry.sdk.trace.export import BatchSpanProcessor +from opentelemetry.sdk.resources import Resource + +resource = Resource.create( + { + "service.name": "model-server", + } +) + +# Initialize the tracer provider +trace.set_tracer_provider(TracerProvider(resource=resource)) +tracer = trace.get_tracer(__name__) + + logger = utils.get_model_server_logger() logger.info(f"Ready to serve traffic. available device: {glb.DEVICE}") app = FastAPI() +FastAPIInstrumentor().instrument_app(app) + +# Configure the OTLP exporter (Jaeger, Zipkin, etc.) +otlp_exporter = OTLPSpanExporter( + endpoint=os.getenv("OLTP_HOST", "http://localhost:4317") # noqa: F821 +) +trace.get_tracer_provider().add_span_processor(BatchSpanProcessor(otlp_exporter)) + class EmbeddingRequest(BaseModel): input: str diff --git a/model_server/poetry.lock b/model_server/poetry.lock index 36c09cd5..7dcda099 100644 --- a/model_server/poetry.lock +++ b/model_server/poetry.lock @@ -13,13 +13,13 @@ files = [ [[package]] name = "accelerate" -version = "1.0.1" +version = "1.1.1" description = "Accelerate" optional = false -python-versions = ">=3.8.0" +python-versions = ">=3.9.0" files = [ - {file = "accelerate-1.0.1-py3-none-any.whl", hash = "sha256:c6aa0c7b8a797cb150471e90e3ca36ac41f5d4b40512cdd6f058b8bf25589467"}, - {file = "accelerate-1.0.1.tar.gz", hash = "sha256:e8f95fc2db14915dc0a9182edfcf3068e5ddb2fa310b583717ad44e5c442399c"}, + {file = "accelerate-1.1.1-py3-none-any.whl", hash = "sha256:61edd81762131b8d4bede008643fa1e1f3bf59bec710ebda9771443e24feae02"}, + {file = "accelerate-1.1.1.tar.gz", hash = "sha256:0d39dfac557052bc735eb2703a0e87742879e1e40b88af8a2f9a93233d4cd7db"}, ] [package.dependencies] @@ -212,6 +212,23 @@ doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"] trio = ["trio (>=0.26.1)"] +[[package]] +name = "asgiref" +version = "3.8.1" +description = "ASGI specs, helper code, and adapters" +optional = false +python-versions = ">=3.8" +files = [ + {file = "asgiref-3.8.1-py3-none-any.whl", hash = "sha256:3e1e3ecc849832fe52ccf2cb6686b7a55f82bb1d6aee72a58826471390335e47"}, + {file = "asgiref-3.8.1.tar.gz", hash = "sha256:c343bd80a0bec947a9860adb4c432ffa7db769836c64238fc34bdc3fec84d590"}, +] + +[package.dependencies] +typing-extensions = {version = ">=4", markers = "python_version < \"3.11\""} + +[package.extras] +tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"] + [[package]] name = "astunparse" version = "1.6.3" @@ -488,6 +505,23 @@ calendars = ["convertdate", "hijri-converter"] fasttext = ["fasttext"] langdetect = ["langdetect"] +[[package]] +name = "deprecated" +version = "1.2.14" +description = "Python @deprecated decorator to deprecate old python classes, functions or methods." +optional = false +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +files = [ + {file = "Deprecated-1.2.14-py2.py3-none-any.whl", hash = "sha256:6fac8b097794a90302bdbb17b9b815e732d3c4720583ff1b198499d78470466c"}, + {file = "Deprecated-1.2.14.tar.gz", hash = "sha256:e5323eb936458dccc2582dc6f9c322c852a775a27065ff2b0c4970b9d53d01b3"}, +] + +[package.dependencies] +wrapt = ">=1.10,<2" + +[package.extras] +dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"] + [[package]] name = "dill" version = "0.3.7" @@ -743,6 +777,23 @@ files = [ [package.dependencies] six = "*" +[[package]] +name = "googleapis-common-protos" +version = "1.65.0" +description = "Common protobufs used in Google APIs" +optional = false +python-versions = ">=3.7" +files = [ + {file = "googleapis_common_protos-1.65.0-py2.py3-none-any.whl", hash = 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