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

[project]
name = "synthscope"
version = "0.1.0"
description = "A unified library and benchmark for AI-generated image & video detection."
readme = "README.md"
requires-python = ">=3.10"
license = { text = "Apache-2.0" }
authors = [{ name = "Seyed Salehi Dehnavi", email = "s.salehidehnavi@uva.nl" }]
keywords = [
    "deepfake-detection", "ai-generated-images", "synthetic-image-detection",
    "ai-generated-video", "forensics", "benchmark", "pytorch",
]
classifiers = [
    "Development Status :: 3 - Alpha",
    "Intended Audience :: Science/Research",
    "License :: OSI Approved :: Apache Software License",
    "Programming Language :: Python :: 3",
    "Topic :: Scientific/Engineering :: Artificial Intelligence",
    "Topic :: Scientific/Engineering :: Image Recognition",
]

# Core runtime: everything the public API (`import synthscope`) pulls at import/inference time.
# `interface.backend.{engine,media}` import the repo decoders at module load, so torch/
# torchvision/decord/matplotlib are genuinely required, not optional.
dependencies = [
    "torch>=2.0",
    "torchvision>=0.15",
    "numpy",
    "Pillow",
    "matplotlib",
    "decord>=0.6",
    "tqdm",
    "hydra-core>=1.3,<2",
    "omegaconf>=2.3",
    "huggingface-hub>=0.20",
    "accelerate>=0.27",
    "transformers>=4.38",
    "torchmetrics>=1.0",
    "timm>=0.9",
    "open_clip_torch>=2.24",
    "diffusers>=0.27",
    "pytorch_wavelets>=1.3",
    "PyWavelets>=1.9",
    "opencv-python-headless",     # CuRe preprocessing (JPEG round-trips, resizing)
    "setuptools<81",              # pytorch_wavelets (SAFE) still imports pkg_resources, removed in setuptools 81
]

[project.optional-dependencies]
# FastAPI + React web demo (interface/). Not imported by `import synthscope`.
web = ["fastapi>=0.110", "uvicorn[standard]>=0.27", "python-multipart>=0.0.9"]
# Training + dataset auto-download stack.
train = ["wandb>=0.16", "gdown>=5"]
# Gradio demo (demo/app.py, Hugging Face Spaces).
demo = ["gradio>=4"]
# Tooling for contributors / CI.
dev = ["ruff>=0.4", "pytest>=7", "build>=1", "twine>=5"]
all = [
    "fastapi>=0.110", "uvicorn[standard]>=0.27", "python-multipart>=0.0.9",
    "wandb>=0.16", "gdown>=5", "gradio>=4",
]

[project.urls]
Homepage = "https://github.com/SMSD75/SynthScope"
Repository = "https://github.com/SMSD75/SynthScope"
Issues = "https://github.com/SMSD75/SynthScope/issues"

[project.scripts]
synthscope = "synthscope.cli:main"
agid = "synthscope.cli:main"      # deprecated alias

# Flat (research) layout: top-level modules + the model/interface/synthscope packages. Editable
# install (`pip install -e .`) is the supported path — it puts the repo root on sys.path so
# the existing flat imports (dataset, trainer, models.*, config_utils, interface.*) all resolve.
[tool.setuptools]
py-modules = ["main", "trainer", "dataset", "metrics", "transformations", "logger", "config_utils", "_synthscope_env"]

[tool.setuptools.packages.find]
include = ["synthscope*", "agid*", "models*", "interface*", "conf*"]
exclude = ["tests*", "outputs*", "wandb*", "docs*", "experiments*", "interface.frontend*"]
namespaces = true

# Non-Python files the library needs at run time: Hydra configs (conf/), model data (STALL statistics, D3 calibration),
# the web page and its vendored scripts, and the leaderboard data. Without this a regular (non-editable)
# install, e.g. `pip install git+https://github.com/SMSD75/SynthScope.git`, cannot build any detector.
[tool.setuptools.package-data]
"*" = ["*.yaml", "*.json", "*.npz", "*.html", "*.js", "*.css"]

[tool.ruff]
line-length = 110
target-version = "py310"
# Heavy research / vendored model code is not held to the package lint bar; CI lints `synthscope`.
extend-exclude = ["models", "outputs", "wandb", "experiments", "docs", "interface/frontend", ".cache"]

[tool.ruff.lint]
# Start conservative: real errors (pyflakes F + a few correctness rules), not style churn.
select = ["E9", "F"]
ignore = ["F401", "F403", "F405"]  # research modules use re-export / star-import patterns