[project]
name = "TempoPFN"
version = "0.1.0"
description = "Univariate Time Series Forecasting Using Linear RNNs"
authors = [
    { name = "Vladyslav Moroshan" },
    { name = "Julien Siems" },
]
readme = "README.md"
license = { file = "LICENSE" }
requires-python = ">=3.10,<3.13"

dependencies = [
    "torch>=2.5.0",
    "torchmetrics",
    "triton==3.2.0",
    "numpy",
    "pandas", 
    "matplotlib",
    "gpytorch",
    "flash-linear-attention @ git+https://github.com/fla-org/flash-linear-attention@main",
    "scikit-learn", 
    "gluonts",
    "notebook",
    "datasets",
    "ujson",
]

classifiers = [
    "Intended Audience :: Science/Research",
    "Intended Audience :: Developers",
    "License :: OSI Approved :: Apache Software License",
    "Programming Language :: Python",
    "Topic :: Software Development",
    "Topic :: Scientific/Engineering",
    "Operating System :: POSIX",
    "Operating System :: Unix",
    "Operating System :: MacOS",
    "Programming Language :: Python :: 3.9",
    "Programming Language :: Python :: 3.10",
    "Programming Language :: Python :: 3.11",
]

[project.optional-dependencies]
dev = [
    "wandb",
    "build",
    "pre-commit",
    "ruff",
    "mypy",
    "commitizen",
    "black",
    "cupy-cuda12x",
    "statsmodels",
    "pyo", # Requires portaudio
]

[build-system]
requires = ["setuptools>=68.2.2", "wheel>=0.41.2"]
build-backend = "setuptools.build_meta"

package-dir = {"" = "src"}

[tool.ruff]
line-length = 120

# Set the minimum Python version to target.
target-version = "py312"

# Define the source directories. This matches your project structure.
src = ["src"]

[tool.ruff.lint]
# Select the rules to enable. This is a great starting set.
# E = pycodestyle errors
# F = Pyflakes (e.g., unused imports, undefined names)
# I = isort (import sorting)
# UP = pyupgrade (modernize Python syntax)
# B = flake8-bugbear (common bugs and bad practices)
# C4 = flake8-comprehensions (more efficient comprehensions)
select = ["E", "F", "I", "UP", "B", "C4"]

# You can ignore specific rules here. For example, if you
# don't want to enforce docstrings, uncomment the line below:
# ignore = ["D100", "D101", "D102", "D103"]

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