Merge latest state

.github/workflows/nightly.yml

@@ -57,6 +57,9 @@ jobs:
   publish:
     needs: [unit-tests, integration-tests, e2e-tests]
     runs-on: ubuntu-latest
+    env:
+      GUIDELLM_BUILD_TYPE: nightly
+      GUIDELLM_BUILD_NUMBER: ${{ github.event.pull_request.number || github.run_number }}
     steps:
       - uses: actions/checkout@v4
       - name: Set up Python
@@ -68,4 +71,3 @@ jobs:
         with:
           publish_pypi: true
           publish_pypi_internal: true
-          build_type: nightly

.github/workflows/release.yml

@@ -59,6 +59,9 @@ jobs:
     name: Build & Publish the distribution
     needs: [unit-tests, integration-tests, e2e-tests]
     runs-on: ubuntu-latest
+    env:
+      GUIDELLM_BUILD_TYPE: release
+      GUIDELLM_BUILD_NUMBER: ${{ github.event.pull_request.number || github.run_number }}
     steps:
       - uses: actions/checkout@v4
       - name: Set up Python
@@ -70,4 +73,3 @@ jobs:
         with:
           publish_pypi: true
           publish_pypi_internal: true
-          build_type: release

.github/workflows/staging.yml

@@ -58,6 +58,9 @@ jobs:
     name: Build & Publish the distribution
     needs: [unit-tests, integration-tests, e2e-tests]
     runs-on: ubuntu-latest
+    env:
+      GUIDELLM_BUILD_TYPE: release
+      GUIDELLM_BUILD_NUMBER: ${{ github.event.pull_request.number || github.run_number }}
     steps:
       - uses: actions/checkout@v4
       - name: Set up Python
@@ -69,4 +72,3 @@ jobs:
         with:
           publish_pypi: false
           publish_pypi_internal: true
-          build_type: release

.pre-commit-config.yaml

@@ -18,18 +18,21 @@ repos:
         # main dependencies
         click,
         datasets,
+        ftfy,
         loguru,
         numpy,
         openai,
         pydantic,
         pydantic_settings,
         pyyaml,
         requests,
+        rich,
         transformers,
 
         # dev dependencies
         pytest,
         pydantic_settings,
+        requests-mock,
 
         # types
         types-click,

pyproject.toml

@@ -27,27 +27,32 @@ urls = { homepage = "https://github.com/neuralmagic/guidellm" }
 dependencies = [
     "click",
     "datasets",
+    "ftfy>=6.0.0",
     "loguru",
     "numpy",
     "openai",
     "pydantic>=2.0.0",
     "pydantic-settings>=2.0.0",
     "pyyaml>=6.0.0",
     "requests",
+    "rich",
     "transformers",
 ]
 
 [project.optional-dependencies]
 dev = [
     # general and configurations
     "pre-commit~=3.5.0",
+    "scipy~=1.10",
     "sphinx~=7.1.2",
     "tox~=4.16.0",
 
     # testing
     "pytest~=8.2.2",
+    "pytest-asyncio~=0.23.8",
     "pytest-cov~=5.0.0",
     "pytest-mock~=3.14.0",
+    "pytest-rerunfailures~=14.0",
     "requests-mock~=1.12.1",
 
     # code quality
@@ -83,7 +88,7 @@ profile = "black"
 files = ["src/guidellm", "tests"]
 python_version = '3.8'
 warn_redundant_casts = true
-warn_unused_ignores = true
+warn_unused_ignores = false
 show_error_codes = true
 namespace_packages = true
 exclude = ["venv", ".tox"]
@@ -92,22 +97,27 @@ exclude = ["venv", ".tox"]
 # Check: https://mypy.readthedocs.io/en/latest/config_file.html#import-discovery
 follow_imports = 'silent'
 
-[[tool.mypy.overrides]]
-module = ["transformers.*", "datasets.*"]
-ignore_missing_imports=true
-
 
 [tool.ruff]
 line-length = 88
+indent-width = 4
 exclude = ["build", "dist", "env", ".venv"]
-lint.ignore = [
+
+[tool.ruff.format]
+quote-style = "double"
+indent-style = "space"
+
+[tool.ruff.lint]
+ignore = [
     "PLR0913",
     "TCH001",
     "COM812",
     "ISC001",
     "TCH002",
+    "PLW1514", # allow Path.open without encoding
+
 ]
-lint.select = [
+select = [
     # Rules reference: https://docs.astral.sh/ruff/rules/
 
     # Code Style / Formatting
@@ -127,11 +137,11 @@ lint.select = [
     "Q", # flake8-quotes: enforces consistent use of single or double quotes
     "TCH", # flake8-type-checking: enforces type checking practices and standards
     "TID", # flake8-tidy-imports: enforces tidy and well-organized imports
+    "RUF022", # flake8-ruff: enforce sorting of __all__ in modules
 
     # Code Structure / Complexity
     "C4", # flake8-comprehensions: improves readability and performance of list, set, and dict comprehensions
     "C90", # mccabe: checks for overly complex code using cyclomatic complexity
-    "FBT", # flake8-boolean-trap: prevents the use of boolean traps in function arguments and calls
     "ISC", # flake8-implicit-str-concat: prevents implicit string concatenation
     "PIE", # flake8-pie: identifies and corrects common code inefficiencies and mistakes
     "R", # Refactor: suggests improvements to code structure and readability
@@ -164,7 +174,6 @@ lint.select = [
 "tests/**/*.py" = [
     "S101", # asserts allowed in tests
     "ARG", # Unused function args allowed in tests
-    "FBT", # Booleans as positional arguments in tests, e.g. via @pytest.mark.parametrize()
     "PLR2004", # Magic value used in comparison
     "TCH002", # No import only type checking in tests
     "SLF001", # enable private member access in tests
@@ -173,8 +182,13 @@ lint.select = [
     "PT011", # allow generic exceptions in tests
     "N806", # allow uppercase variable names in tests
     "PGH003", # allow general ignores in tests
+    "S106", # allow hardcoded passwords in tests
+    "PLR0915", # allow complext statements in tests
 ]
 
+[tool.ruff.lint.isort]
+known-first-party = ["guidellm", "tests"]
+
 
 [tool.pytest.ini_options]
 addopts = '-s -vvv --cache-clear'

src/guidellm/__init__.py

@@ -3,4 +3,15 @@
 evaluating and benchmarking large language models (LLMs).
 """
 
-from .logger import configure_logger, logger  # noqa: F401
+import os
+
+import transformers  # type: ignore  # noqa: PGH003
+
+from .config import settings
+from .logger import configure_logger, logger
+
+__all__ = ["configure_logger", "logger", "settings"]
+
+
+os.environ["TOKENIZERS_PARALLELISM"] = "false"  # Silence warnings for tokenizers
+transformers.logging.set_verbosity_error()  # Silence warnings for transformers