feat(launcher): Log server stdout (#19)

Co-authored-by: Nick Hill <nickhill@us.ibm.com>

launcher/Cargo.toml

@@ -8,6 +8,7 @@ description = "Text Generation Launcher"
 [dependencies]
 clap = { version = "4.0.15", features = ["derive", "env"] }
 ctrlc = { version = "3.2.3", features = ["termination"] }
+serde_json = "1.0.89"
 subprocess = "0.2.9"
 tracing = "0.1.37"
 tracing-subscriber = { version = "0.3.16", features = ["json"] }
@@ -16,4 +17,3 @@ tracing-subscriber = { version = "0.3.16", features = ["json"] }
 float_eq = "1.0.1"
 reqwest = { version = "0.11.13", features = ["blocking", "json"] }
 serde = "1.0.150"
-serde_json = "1.0.89"

launcher/src/main.rs

@@ -11,6 +11,7 @@ use std::thread;
 use std::thread::sleep;
 use std::time::{Duration, Instant};
 use std::{fs, io};
+use serde_json::Value;
 use subprocess::{Popen, PopenConfig, PopenError, Redirection};
 
 /// App Configuration
@@ -274,6 +275,9 @@ fn shard_manager(
         model_name,
         "--uds-path".to_string(),
         uds_path,
+        "--logger-level".to_string(),
+        "ERROR".to_string(),
+        "--json-output".to_string(),
     ];
 
     if world_size > 1 {
@@ -347,6 +351,24 @@ fn shard_manager(
         }
     };
 
+    // Redirect STDOUT to the console
+    let shard_stdout = p.stdout.take().unwrap();
+
+    thread::spawn(move || {
+        // Enter shard-manager tracing span
+        let stdout = BufReader::new(shard_stdout);
+        let _span = tracing::span!(tracing::Level::INFO, "shard-manager", rank = rank).entered();
+        for line in stdout.lines() {
+            // Parse loguru logs
+            if let Ok(value) = serde_json::from_str::<Value>(&line.unwrap()) {
+                if let Some(text) = value.get("text") {
+                    // Format escaped newlines
+                    tracing::error!("{}", text.to_string().replace("\\n", "\n"));
+                }
+            }
+        }
+    });
+
     let mut ready = false;
     let start_time = Instant::now();
     let mut wait_time = Instant::now();

launcher/tests/integration_tests.rs

@@ -41,25 +41,21 @@ fn start_launcher(model_name: String, num_shard: usize, port: usize, master_port
         &argv,
         PopenConfig {
             stdout: Redirection::Pipe,
-            stderr: Redirection::Pipe,
+            stderr: Redirection::Merge,
             ..Default::default()
         },
     )
     .expect("Could not start launcher");
 
     // Redirect STDOUT and STDERR to the console
+    // (STDERR is merged into STDOUT)
     let launcher_stdout = launcher.stdout.take().unwrap();
-    let launcher_stderr = launcher.stderr.take().unwrap();
 
     thread::spawn(move || {
         let stdout = BufReader::new(launcher_stdout);
-        let stderr = BufReader::new(launcher_stderr);
         for line in stdout.lines() {
             println!("{}", line.unwrap());
         }
-        for line in stderr.lines() {
-            println!("{}", line.unwrap());
-        }
     });
 
     for _ in 0..60 {

server/poetry.lock

@@ -24,21 +24,23 @@ testing = ["datasets", "deepspeed (<0.7.0)", "evaluate", "parameterized", "pytes
 
 [[package]]
 name = "attrs"
-version = "22.1.0"
+version = "22.2.0"
 description = "Classes Without Boilerplate"
 category = "dev"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 
 [package.extras]
-dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy (>=0.900,!=0.940)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "sphinx", "sphinx-notfound-page", "zope.interface"]
-docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"]
-tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "zope.interface"]
-tests_no_zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins"]
+cov = ["attrs[tests]", "coverage-enable-subprocess", "coverage[toml] (>=5.3)"]
+dev = ["attrs[docs,tests]"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope.interface"]
+tests = ["attrs[tests-no-zope]", "zope.interface"]
+tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=0.971,<0.990)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests_no_zope = ["cloudpickle", "hypothesis", "mypy (>=0.971,<0.990)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 
 [[package]]
 name = "bitsandbytes"
-version = "0.35.1"
+version = "0.35.4"
 description = "8-bit optimizers and matrix multiplication routines."
 category = "main"
 optional = false
@@ -57,15 +59,15 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "colorama"
-version = "0.4.5"
+version = "0.4.6"
 description = "Cross-platform colored terminal text."
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 
 [[package]]
 name = "exceptiongroup"
-version = "1.0.4"
+version = "1.1.0"
 description = "Backport of PEP 654 (exception groups)"
 category = "dev"
 optional = false
@@ -75,41 +77,79 @@ python-versions = ">=3.7"
 test = ["pytest (>=6)"]
 
 [[package]]
-name = "grpcio"
-version = "1.50.0"
-description = "HTTP/2-based RPC framework"
+name = "googleapis-common-protos"
+version = "1.57.0"
+description = "Common protobufs used in Google APIs"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [package.dependencies]
-six = ">=1.5.2"
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
 
 [package.extras]
-protobuf = ["grpcio-tools (>=1.50.0)"]
+grpc = ["grpcio (>=1.44.0,<2.0.0dev)"]
+
+[[package]]
+name = "grpc-interceptor"
+version = "0.15.0"
+description = "Simplifies gRPC interceptors"
+category = "main"
+optional = false
+python-versions = ">=3.6.1,<4.0.0"
+
+[package.dependencies]
+grpcio = ">=1.32.0,<2.0.0"
+
+[package.extras]
+testing = ["protobuf (>=3.6.0)"]
+
+[[package]]
+name = "grpcio"
+version = "1.51.1"
+description = "HTTP/2-based RPC framework"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+protobuf = ["grpcio-tools (>=1.51.1)"]
 
 [[package]]
 name = "grpcio-reflection"
-version = "1.50.0"
+version = "1.51.1"
 description = "Standard Protobuf Reflection Service for gRPC"
 category = "main"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-grpcio = ">=1.50.0"
+grpcio = ">=1.51.1"
+protobuf = ">=4.21.6"
+
+[[package]]
+name = "grpcio-status"
+version = "1.51.1"
+description = "Status proto mapping for gRPC"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+googleapis-common-protos = ">=1.5.5"
+grpcio = ">=1.51.1"
 protobuf = ">=4.21.6"
 
 [[package]]
 name = "grpcio-tools"
-version = "1.50.0"
+version = "1.51.1"
 description = "Protobuf code generator for gRPC"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.dependencies]
-grpcio = ">=1.50.0"
+grpcio = ">=1.51.1"
 protobuf = ">=4.21.6,<5.0dev"
 setuptools = "*"
 
@@ -121,24 +161,84 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "loguru"
+version = "0.6.0"
+description = "Python logging made (stupidly) simple"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+colorama = {version = ">=0.3.4", markers = "sys_platform == \"win32\""}
+win32-setctime = {version = ">=1.0.0", markers = "sys_platform == \"win32\""}
+
+[package.extras]
+dev = ["Sphinx (>=4.1.1)", "black (>=19.10b0)", "colorama (>=0.3.4)", "docutils (==0.16)", "flake8 (>=3.7.7)", "isort (>=5.1.1)", "pytest (>=4.6.2)", "pytest-cov (>=2.7.1)", "sphinx-autobuild (>=0.7.1)", "sphinx-rtd-theme (>=0.4.3)", "tox (>=3.9.0)"]
+
 [[package]]
 name = "numpy"
-version = "1.23.4"
-description = "NumPy is the fundamental package for array computing with Python."
+version = "1.24.1"
+description = "Fundamental package for array computing in Python"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 
+[[package]]
+name = "nvidia-cublas-cu11"
+version = "11.10.3.66"
+description = "CUBLAS native runtime libraries"
+category = "main"
+optional = false
+python-versions = ">=3"
+
+[package.dependencies]
+setuptools = "*"
+wheel = "*"
+
+[[package]]
+name = "nvidia-cuda-nvrtc-cu11"
+version = "11.7.99"
+description = "NVRTC native runtime libraries"
+category = "main"
+optional = false
+python-versions = ">=3"
+
+[package.dependencies]
+setuptools = "*"
+wheel = "*"
+
+[[package]]
+name = "nvidia-cuda-runtime-cu11"
+version = "11.7.99"
+description = "CUDA Runtime native Libraries"
+category = "main"
+optional = false
+python-versions = ">=3"
+
+[package.dependencies]
+setuptools = "*"
+wheel = "*"
+
+[[package]]
+name = "nvidia-cudnn-cu11"
+version = "8.5.0.96"
+description = "cuDNN runtime libraries"
+category = "main"
+optional = false
+python-versions = ">=3"
+
+[package.dependencies]
+setuptools = "*"
+wheel = "*"
+
 [[package]]
 name = "packaging"
-version = "21.3"
+version = "22.0"
 description = "Core utilities for Python packages"
 category = "main"
 optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
+python-versions = ">=3.7"
 
 [[package]]
 name = "pluggy"
@@ -154,7 +254,7 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "protobuf"
-version = "4.21.8"
+version = "4.21.12"
 description = ""
 category = "main"
 optional = false
@@ -162,7 +262,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "psutil"
-version = "5.9.3"
+version = "5.9.4"
 description = "Cross-platform lib for process and system monitoring in Python."
 category = "main"
 optional = false
@@ -171,17 +271,6 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 [package.extras]
 test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 
-[[package]]
-name = "pyparsing"
-version = "3.0.9"
-description = "pyparsing module - Classes and methods to define and execute parsing grammars"
-category = "main"
-optional = false
-python-versions = ">=3.6.8"
-
-[package.extras]
-diagrams = ["jinja2", "railroad-diagrams"]
-
 [[package]]
 name = "pytest"
 version = "7.2.0"
@@ -212,37 +301,35 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "safetensors"
-version = "0.2.4"
+version = "0.2.7"
 description = "Fast and Safe Tensor serialization"
 category = "main"
 optional = false
 python-versions = "*"
 
 [package.extras]
-dev = ["black (==22.3)", "flake8 (>=3.8.3)", "huggingface-hub", "isort (>=5.5.4)", "numpy", "pytest", "setuptools-rust"]
-testing = ["black (==22.3)", "flake8 (>=3.8.3)", "huggingface-hub", "isort (>=5.5.4)", "numpy", "pytest", "setuptools-rust"]
+all = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "flax", "h5py", "huggingface-hub", "isort (>=5.5.4)", "jax", "numpy", "pytest", "pytest-benchmark", "setuptools-rust", "tensorflow", "torch"]
+dev = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "flax", "h5py", "huggingface-hub", "isort (>=5.5.4)", "jax", "numpy", "pytest", "pytest-benchmark", "setuptools-rust", "tensorflow", "torch"]
+jax = ["flax", "jax"]
+numpy = ["numpy"]
+quality = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "isort (>=5.5.4)"]
+tensorflow = ["tensorflow"]
+testing = ["h5py", "huggingface-hub", "numpy", "pytest", "pytest-benchmark", "setuptools-rust"]
+torch = ["torch"]
 
 [[package]]
 name = "setuptools"
-version = "65.5.0"
+version = "65.6.3"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mock", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
-[[package]]
-name = "six"
-version = "1.16.0"
-description = "Python 2 and 3 compatibility utilities"
-category = "main"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
-
 [[package]]
 name = "tomli"
 version = "2.0.1"
@@ -253,15 +340,22 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "torch"
-version = "1.12.1"
+version = "1.13.1"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
 category = "main"
 optional = false
 python-versions = ">=3.7.0"
 
 [package.dependencies]
+nvidia-cublas-cu11 = {version = "11.10.3.66", markers = "platform_system == \"Linux\""}
+nvidia-cuda-nvrtc-cu11 = {version = "11.7.99", markers = "platform_system == \"Linux\""}
+nvidia-cuda-runtime-cu11 = {version = "11.7.99", markers = "platform_system == \"Linux\""}
+nvidia-cudnn-cu11 = {version = "8.5.0.96", markers = "platform_system == \"Linux\""}
 typing-extensions = "*"
 
+[package.extras]
+opt-einsum = ["opt-einsum (>=3.3)"]
+
 [[package]]
 name = "typer"
 version = "0.6.1"
@@ -287,13 +381,35 @@ category = "main"
 optional = false
 python-versions = ">=3.7"
 
+[[package]]
+name = "wheel"
+version = "0.38.4"
+description = "A built-package format for Python"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+test = ["pytest (>=3.0.0)"]
+
+[[package]]
+name = "win32-setctime"
+version = "1.1.0"
+description = "A small Python utility to set file creation time on Windows"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[package.extras]
+dev = ["black (>=19.3b0)", "pytest (>=4.6.2)"]
+
 [extras]
 bnb = ["bitsandbytes"]
 
 [metadata]
 lock-version = "1.1"
 python-versions = "^3.9"
-content-hash = "51693654531e3229ac64bee250932ace20a60e8d45af074ae7b860ed32b25ef8"
+content-hash = "bc59a70e1e112ce2e173289c0c5285121550511236d4866f0053ae18f90c98aa"
 
 [metadata.files]
 accelerate = [
@@ -301,222 +417,229 @@ accelerate = [
     {file = "accelerate-0.12.0.tar.gz", hash = "sha256:e8b119c94fac31877620d5f9de311164ec81fa9dc9e175f0d0d4f50fc8d79473"},
 ]
 attrs = [
-    {file = "attrs-22.1.0-py2.py3-none-any.whl", hash = "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"},
-    {file = "attrs-22.1.0.tar.gz", hash = "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6"},
+    {file = "attrs-22.2.0-py3-none-any.whl", hash = "sha256:29e95c7f6778868dbd49170f98f8818f78f3dc5e0e37c0b1f474e3561b240836"},
+    {file = "attrs-22.2.0.tar.gz", hash = "sha256:c9227bfc2f01993c03f68db37d1d15c9690188323c067c641f1a35ca58185f99"},
 ]
 bitsandbytes = [
-    {file = "bitsandbytes-0.35.1-py3-none-any.whl", hash = "sha256:4506a9e3778359a743938aa5592d8d043fa91d1df66cd01ba8cc6486e64dea45"},
-    {file = "bitsandbytes-0.35.1.tar.gz", hash = "sha256:63a6f59c87b713a731a685e43d68c19789ee6381e62196cafab293b87eca5d46"},
+    {file = "bitsandbytes-0.35.4-py3-none-any.whl", hash = "sha256:201f168538ccfbd7594568a2f86c149cec8352782301076a15a783695ecec7fb"},
+    {file = "bitsandbytes-0.35.4.tar.gz", hash = "sha256:b23db6b91cd73cb14faf9841a66bffa5c1722f9b8b57039ef2fb461ac22dd2a6"},
 ]
 click = [
     {file = "click-8.1.3-py3-none-any.whl", hash = "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"},
     {file = "click-8.1.3.tar.gz", hash = "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e"},
 ]
 colorama = [
-    {file = "colorama-0.4.5-py2.py3-none-any.whl", hash = "sha256:854bf444933e37f5824ae7bfc1e98d5bce2ebe4160d46b5edf346a89358e99da"},
-    {file = "colorama-0.4.5.tar.gz", hash = "sha256:e6c6b4334fc50988a639d9b98aa429a0b57da6e17b9a44f0451f930b6967b7a4"},
+    {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
+    {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
 exceptiongroup = [
-    {file = "exceptiongroup-1.0.4-py3-none-any.whl", hash = "sha256:542adf9dea4055530d6e1279602fa5cb11dab2395fa650b8674eaec35fc4a828"},
-    {file = "exceptiongroup-1.0.4.tar.gz", hash = "sha256:bd14967b79cd9bdb54d97323216f8fdf533e278df937aa2a90089e7d6e06e5ec"},
+    {file = "exceptiongroup-1.1.0-py3-none-any.whl", hash = "sha256:327cbda3da756e2de031a3107b81ab7b3770a602c4d16ca618298c526f4bec1e"},
+    {file = "exceptiongroup-1.1.0.tar.gz", hash = "sha256:bcb67d800a4497e1b404c2dd44fca47d3b7a5e5433dbab67f96c1a685cdfdf23"},
+]
+googleapis-common-protos = [
+    {file = "googleapis-common-protos-1.57.0.tar.gz", hash = "sha256:27a849d6205838fb6cc3c1c21cb9800707a661bb21c6ce7fb13e99eb1f8a0c46"},
+    {file = "googleapis_common_protos-1.57.0-py2.py3-none-any.whl", hash = "sha256:a9f4a1d7f6d9809657b7f1316a1aa527f6664891531bcfcc13b6696e685f443c"},
+]
+grpc-interceptor = [
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+    {file = "torch-1.13.1-cp39-cp39-win_amd64.whl", hash = "sha256:0aa46f0ac95050c604bcf9ef71da9f1172e5037fdf2ebe051962d47b123848e7"},
+    {file = "torch-1.13.1-cp39-none-macosx_10_9_x86_64.whl", hash = "sha256:6930791efa8757cb6974af73d4996b6b50c592882a324b8fb0589c6a9ba2ddaf"},
+    {file = "torch-1.13.1-cp39-none-macosx_11_0_arm64.whl", hash = "sha256:e0df902a7c7dd6c795698532ee5970ce898672625635d885eade9976e5a04949"},
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@@ -639,3 +767,11 @@ typing-extensions = [
     {file = "typing_extensions-4.4.0-py3-none-any.whl", hash = "sha256:16fa4864408f655d35ec496218b85f79b3437c829e93320c7c9215ccfd92489e"},
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 ]
+wheel = [
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+    {file = "wheel-0.38.4.tar.gz", hash = "sha256:965f5259b566725405b05e7cf774052044b1ed30119b5d586b2703aafe8719ac"},
+]
+win32-setctime = [
+    {file = "win32_setctime-1.1.0-py3-none-any.whl", hash = "sha256:231db239e959c2fe7eb1d7dc129f11172354f98361c4fa2d6d2d7e278baa8aad"},
+    {file = "win32_setctime-1.1.0.tar.gz", hash = "sha256:15cf5750465118d6929ae4de4eb46e8edae9a5634350c01ba582df868e932cb2"},
+]

server/pyproject.toml

@@ -10,12 +10,15 @@ text-generation-server = 'text_generation.cli:app'
 [tool.poetry.dependencies]
 python = "^3.9"
 protobuf = "^4.21.7"
-grpcio = "^1.49.1"
+grpcio = "^1.51.1"
+grpcio-status = "^1.51.1"
+grpcio-reflection = "^1.51.1"
+grpc-interceptor = "^0.15.0"
 typer = "^0.6.1"
-grpcio-reflection = "^1.49.1"
 accelerate = "^0.12.0"
 bitsandbytes = "^0.35.1"
 safetensors = "^0.2.4"
+loguru = "^0.6.0"
 
 [tool.poetry.extras]
 bnb = ["bitsandbytes"]

server/text_generation/cli.py

@@ -1,7 +1,9 @@
 import os
+import sys
 import typer
 
 from pathlib import Path
+from loguru import logger
 
 from text_generation import server, utils
 
@@ -14,7 +16,20 @@ def serve(
     sharded: bool = False,
     quantize: bool = False,
     uds_path: Path = "/tmp/text-generation",
+    logger_level: str = "INFO",
+    json_output: bool = False,
 ):
+    # Remove default handler
+    logger.remove()
+    logger.add(
+        sys.stdout,
+        format="{message}",
+        filter="text_generation",
+        level=logger_level,
+        serialize=json_output,
+        backtrace=True,
+        diagnose=False,
+    )
     if sharded:
         assert (
             os.getenv("RANK", None) is not None

server/text_generation/interceptor.py

@@ -0,0 +1,29 @@
+import grpc
+
+from google.rpc import status_pb2, code_pb2
+from grpc_status import rpc_status
+from grpc_interceptor.server import AsyncServerInterceptor
+from loguru import logger
+from typing import Callable, Any
+
+
+class ExceptionInterceptor(AsyncServerInterceptor):
+    async def intercept(
+        self,
+        method: Callable,
+        request_or_iterator: Any,
+        context: grpc.ServicerContext,
+        method_name: str,
+    ) -> Any:
+        try:
+            response = method(request_or_iterator, context)
+            return await response
+        except Exception as err:
+            method_name = method_name.split("/")[-1]
+            logger.exception(f"Method {method_name} encountered an error.")
+
+            await context.abort_with_status(
+                rpc_status.to_status(
+                    status_pb2.Status(code=code_pb2.INTERNAL, message=str(err))
+                )
+            )

server/text_generation/models/__init__.py

@@ -4,7 +4,7 @@ from text_generation.models.bloom import BLOOM, BLOOMSharded
 from text_generation.models.seq2seq_lm import Seq2SeqLM
 from text_generation.models.galactica import Galactica, GalacticaSharded
 
-__all__ = ["Model", "BLOOM", "BLOOMSharded", "CausalLM", "Seq2SeqLM"]
+__all__ = ["Model", "BLOOM", "BLOOMSharded", "CausalLM", "Seq2SeqLM", "get_model"]
 
 
 def get_model(model_name: str, sharded: bool, quantize: bool) -> Model:

server/text_generation/server.py

@@ -2,12 +2,14 @@ import asyncio
 import os
 
 from grpc import aio
+from loguru import logger
 
 from grpc_reflection.v1alpha import reflection
 from pathlib import Path
 from typing import List
 
 from text_generation.cache import Cache
+from text_generation.interceptor import ExceptionInterceptor
 from text_generation.models import Model, get_model
 from text_generation.pb import generate_pb2_grpc, generate_pb2
 
@@ -91,7 +93,7 @@ def serve(
 
         model = get_model(model_name, sharded, quantize)
 
-        server = aio.server()
+        server = aio.server(interceptors=[ExceptionInterceptor()])
         generate_pb2_grpc.add_TextGenerationServiceServicer_to_server(
             TextGenerationService(model, Cache(), server_urls), server
         )
@@ -102,11 +104,11 @@ def serve(
         reflection.enable_server_reflection(SERVICE_NAMES, server)
         server.add_insecure_port(local_url)
         await server.start()
-        print("Server started at {}".format(local_url))
+        logger.info("Server started at {}".format(local_url))
         try:
             await server.wait_for_termination()
         except KeyboardInterrupt:
-            print("Signal received. Shutting down")
+            logger.info("Signal received. Shutting down")
             await server.stop(0)
 
     asyncio.run(serve_inner(model_name, sharded, quantize))