[build-system]
requires = ["setuptools>=64", "wheel", "setuptools_scm>=8"]
build-backend = "setuptools.build_meta"

[project]
name = "axolotl"
version = "0.13.0.dev"
description = "LLM Trainer"
readme = "README.md"
requires-python = ">=3.10"
license = {text = "Apache-2.0"}
authors = [
    {name = "Axolotl AI"},
]
maintainers = [
    {name = "Axolotl AI"},
]
classifiers = [
    "Development Status :: 4 - Beta",
    "License :: OSI Approved :: Apache Software License",
    "Programming Language :: Python :: 3",
    "Programming Language :: Python :: 3.10",
    "Programming Language :: Python :: 3.11",
    "Programming Language :: Python :: 3.12",
]

dependencies = [
    # Core dependencies
    "torch>=2.6.0",
    "packaging==23.2",
    "huggingface_hub>=0.33.0",
    "peft==0.17.0",
    "transformers==4.55.2",
    "tokenizers>=0.21.1",
    "accelerate==1.10.0",
    "datasets==4.0.0",
    "trl==0.21.0",
    "hf_xet==1.1.5",
    "kernels==0.9.0",
    "trackio",

    # Optimization and training
    "optimum==1.16.2",
    "hf_transfer",
    "sentencepiece",
    "gradio==5.41.1",

    # Infrastructure
    "modal==1.0.2",
    "pydantic==2.10.6",
    "addict",
    "fire",
    "PyYAML>=6.0",
    "requests",
    "wandb",
    "einops",
    "colorama",
    "numba",
    "numpy>=1.24.4,<3.0",

    # QLora dependencies
    "evaluate==0.4.1",
    "scipy",
    "scikit-learn>=1.7.0",
    "nvidia-ml-py==12.560.30",
    "art",
    "tensorboard",
    "python-dotenv==1.0.1",

    # Remote filesystems
    "s3fs>=2024.5.0",
    "gcsfs>=2024.5.0",
    "adlfs>=2024.5.0",
    "ocifs==1.3.2",

    # Other utilities
    "zstandard>=0.23.0",
    "fastcore",

    # LM eval harness
    "lm_eval==0.4.7",
    "langdetect==1.0.9",
    "immutabledict==4.2.0",
    "antlr4-python3-runtime==4.13.2",

    # Training optimizers
    "schedulefree==1.4.1",

    # Axolotl contribs
    "axolotl-contribs-lgpl @ git+https://github.com/axolotl-ai-cloud/axolotl-contribs-lgpl.git@numpy",
    "axolotl-contribs-mit==0.0.5",

    # Mistral
    "mistral-common==1.8.3",

    # Platform-specific dependencies (Linux by default, excluded on macOS)
    "triton>=3.0.0,<3.4.0 ; sys_platform != 'darwin'",
    "xformers>=0.0.23.post1 ; sys_platform != 'darwin'",
    "autoawq==0.2.7.post3 ; sys_platform != 'darwin'",
    "liger-kernel==0.6.1 ; sys_platform != 'darwin'",
    "torchao==0.12.0 ; sys_platform != 'darwin'",
    "bitsandbytes==0.47.0 ; sys_platform != 'darwin'",
    "flash-attn==2.8.2 ; sys_platform == 'linux'",
]

[project.optional-dependencies]
# Specific hardware acceleration
ring-flash-attn = [
    "ring-flash-attn>=0.1.7",
    "yunchang==0.6.0",
]

# Deep learning frameworks
deepspeed = [
    "deepspeed>=0.17.5",
    "deepspeed-kernels",
]

mamba-ssm = [
    "mamba-ssm>=2.2.0",  # Updated to latest stable version
    "causal_conv1d>=1.4.0",
]

# Quantization
auto-gptq = [
    "auto-gptq==0.5.1",
]

# Experiment tracking
mlflow = [
    "mlflow",
]

# Optimizers
galore = [
    "galore_torch",
]

apollo = [
    "apollo-torch",
]

optimizers = [
    "galore_torch",
    "apollo-torch",
    "lomo-optim==0.1.1",
    "torch-optimi==0.2.1",
    "came_pytorch==0.1.3",
]

# Distributed training
ray = [
    "ray[train]",
]

# Inference (Note: vllm and llmcompressor have conflicting dependencies, install separately)
vllm = [
    "vllm>=0.10.0",
]

llmcompressor = [
    "llmcompressor>=0.5.1",
]

# Development dependencies
dev = [
    # Testing
    "pytest",
    "pytest-cov", 
    "pytest-retry",
    "pytest-sugar",
    "pytest-xdist",
    "codecov",
    "codecov-cli",
    "tbparse",
    
    # Code quality
    "black",
    "ruff", 
    "mypy",
    "pre-commit",
    "types-requests",
    
    # Documentation
    "quartodoc",
    "jupyter",
    
    # Utilities
    "blobfile",
    "tiktoken",
]

[project.scripts]
axolotl = "axolotl.cli.main:main"

[project.urls]
Homepage = "https://axolotl.ai/"
Documentation = "https://docs.axolotl.ai/"
Repository = "https://github.com/axolotl-ai-cloud/axolotl.git"
Issues = "https://github.com/axolotl-ai-cloud/axolotl/issues"

[tool.setuptools]
package-dir = {"" = "src"}
include-package-data = true

[tool.setuptools.packages.find]
where = ["src"]

[tool.setuptools.package-data]
"*" = ["*.yaml", "*.yml", "*.json"]

[tool.setuptools_scm]
write_to = "src/axolotl/_version.py"

[tool.ruff]
line-length = 88
target-version = "py310"

[tool.ruff.lint]
select = ["E", "F", "W", "C90", "B"]
ignore = [
    "E203",  # Whitespace before ':'
    "E501",  # Line too long
    "C901",  # Too complex
    "B019",  # Use of functools.cache on methods
    "E722",  # Bare except
    "F821",  # Undefined name (for dynamic exec)
]

[tool.ruff.lint.isort]
known-third-party = ["wandb", "comet_ml"]
known-local-folder = ["src", "tests"]
# Black-compatible isort settings
force-single-line = false
combine-as-imports = true
split-on-trailing-comma = true

[tool.ruff.format]
# Use black's formatting style exactly
quote-style = "double"
indent-style = "space"
skip-magic-trailing-comma = false
line-ending = "auto"
docstring-code-format = false

[tool.mypy]
python_version = "3.10"
warn_return_any = true
warn_unused_configs = true
ignore_missing_imports = true

[tool.pytest.ini_options]
testpaths = ["tests"]
python_files = ["test_*.py", "*_test.py"]
addopts = "-v --tb=short"

# UV specific configuration
[tool.uv]
dev-dependencies = [
    "pytest",
    "pytest-cov",
    "pytest-xdist",
    "pre-commit",
    "ruff",
    "mypy",
]

find-links = [
    "https://github.com/Dao-AILab/flash-attention/releases/expanded_assets/v2.8.2",
]

# UV custom index for specific packages
[[tool.uv.index]]
name = "autogptq"
url = "https://huggingface.github.io/autogptq-index/whl/"

# Build dependencies for packages that don't declare them properly
[tool.uv.extra-build-dependencies]
mamba-ssm = ["torch", "causal_conv1d"]
flash-attn = ["torch", "packaging", "wheel", "setuptools"]
autoawq = ["torch"]
triton = ["torch"]
bitsandbytes = ["torch"]
grpclib = ["wheel"]