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InvokeAI/pyproject.toml
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[build-system]
requires = ["setuptools~=65.5", "pip~=22.3", "wheel"]
build-backend = "setuptools.build_meta"
[project]
name = "InvokeAI"
description = "An implementation of Stable Diffusion which provides various new features and options to aid the image generation process"
requires-python = ">=3.10, <3.12"
readme = { content-type = "text/markdown", file = "README.md" }
keywords = ["stable-diffusion", "AI"]
dynamic = ["version"]
license = { file = "LICENSE" }
authors = [{ name = "The InvokeAI Project", email = "lincoln.stein@gmail.com" }]
classifiers = [
'Development Status :: 4 - Beta',
'Environment :: GPU',
'Environment :: GPU :: NVIDIA CUDA',
'Environment :: MacOS X',
'Intended Audience :: End Users/Desktop',
'Intended Audience :: Developers',
'License :: OSI Approved :: MIT License',
'Operating System :: POSIX :: Linux',
'Operating System :: MacOS',
'Operating System :: Microsoft :: Windows',
'Programming Language :: Python :: 3 :: Only',
'Programming Language :: Python :: 3.10',
'Topic :: Artistic Software',
'Topic :: Internet :: WWW/HTTP :: WSGI :: Application',
'Topic :: Internet :: WWW/HTTP :: WSGI :: Server',
'Topic :: Multimedia :: Graphics',
'Topic :: Scientific/Engineering :: Artificial Intelligence',
'Topic :: Scientific/Engineering :: Image Processing',
]
dependencies = [
# Core generation dependencies, pinned for reproducible builds.
"accelerate==0.30.1",
"clip_anytorch==2.6.0", # replacing "clip @ https://github.com/openai/CLIP/archive/eaa22acb90a5876642d0507623e859909230a52d.zip",
"compel==2.0.2",
"controlnet-aux==0.0.7",
"diffusers[torch]==0.27.2",
"invisible-watermark==0.2.0", # needed to install SDXL base and refiner using their repo_ids
"mediapipe==0.10.7", # needed for "mediapipeface" controlnet model
"numpy==1.26.4", # >1.24.0 is needed to use the 'strict' argument to np.testing.assert_array_equal()
"onnx==1.15.0",
"onnxruntime==1.16.3",
"opencv-python==4.9.0.80",
"pytorch-lightning==2.1.3",
"safetensors==0.4.3",
"spandrel==0.3.4",
"timm==0.6.13", # needed to override timm latest in controlnet_aux, see https://github.com/isl-org/ZoeDepth/issues/26
"torch==2.2.2",
"torchmetrics==0.11.4",
"torchsde==0.2.6",
"torchvision==0.17.2",
"transformers==4.41.1",
# Core application dependencies, pinned for reproducible builds.
"fastapi-events==0.11.1",
"fastapi==0.111.0",
"huggingface-hub==0.23.1",
"pydantic-settings==2.2.1",
"pydantic==2.7.2",
"python-socketio==5.11.1",
"uvicorn[standard]==0.28.0",
# Auxiliary dependencies, pinned only if necessary.
"albumentations",
"blake3",
"click",
"datasets",
"Deprecated",
"dnspython~=2.4.0",
"dynamicprompts",
"easing-functions",
"einops",
"facexlib",
"matplotlib", # needed for plotting of Penner easing functions
"npyscreen",
"omegaconf",
"picklescan",
"pillow",
"prompt-toolkit",
"pycocotools",
"pympler~=1.0.1",
"pypatchmatch",
'pyperclip',
"pyreadline3",
"python-multipart",
"requests~=2.28.2",
"rich~=13.3",
"scikit-image~=0.21.0",
"semver~=3.0.1",
"send2trash",
"supervision",
"test-tube~=0.7.5",
"windows-curses; sys_platform=='win32'",
]
[project.optional-dependencies]
"xformers" = [
# Core generation dependencies, pinned for reproducible builds.
"xformers==0.0.25post1; sys_platform!='darwin'",
# Auxiliary dependencies, pinned only if necessary.
"triton; sys_platform=='linux'",
]
"onnx" = ["onnxruntime"]
"onnx-cuda" = ["onnxruntime-gpu"]
"onnx-directml" = ["onnxruntime-directml"]
"dist" = ["pip-tools", "pipdeptree", "twine"]
"docs" = [
"mkdocs-material>=9.5.13",
"mkdocs-git-revision-date-localized-plugin",
"mkdocs-redirects",
"mkdocstrings[python]>=0.24.1",
]
"dev" = ["jurigged", "pudb", "snakeviz", "gprof2dot"]
"test" = [
"ruff>=0.3.3",
"ruff-lsp>=0.0.53",
"mypy",
"pre-commit",
"pytest>6.0.0",
"pytest-cov",
"pytest-timeout",
"pytest-datadir",
"requests_testadapter",
"httpx",
]
[project.scripts]
"invokeai-web" = "invokeai.app.run_app:run_app"
"invokeai-import-images" = "invokeai.frontend.install.import_images:main"
"invokeai-db-maintenance" = "invokeai.backend.util.db_maintenance:main"
[project.urls]
"Homepage" = "https://invoke-ai.github.io/InvokeAI/"
"Documentation" = "https://invoke-ai.github.io/InvokeAI/"
"Source" = "https://github.com/invoke-ai/InvokeAI/"
"Bug Reports" = "https://github.com/invoke-ai/InvokeAI/issues"
"Discord" = "https://discord.gg/ZmtBAhwWhy"
[tool.setuptools.dynamic]
version = { attr = "invokeai.version.__version__" }
[tool.setuptools.packages.find]
"where" = ["."]
"include" = [
"invokeai.assets.fonts*",
"invokeai.version*",
"invokeai.generator*",
"invokeai.backend*",
"invokeai.frontend*",
"invokeai.frontend.web.dist*",
"invokeai.frontend.web.static*",
"invokeai.configs*",
"invokeai.app*",
"invokeai.invocation_api*",
]
[tool.setuptools.package-data]
"invokeai.app.assets" = ["**/*.png"]
"invokeai.app.services.workflow_records.default_workflows" = ["*.json"]
"invokeai.assets.fonts" = ["**/*.ttf"]
"invokeai.backend" = ["**.png"]
"invokeai.configs" = ["*.example", "**/*.yaml", "*.txt"]
"invokeai.frontend.web.dist" = ["**"]
"invokeai.frontend.web.static" = ["**"]
"invokeai.app.invocations" = ["**"]
#=== Begin: PyTest and Coverage
[tool.pytest.ini_options]
addopts = "--cov-report term --cov-report html --cov-report xml --strict-markers -m \"not slow\""
markers = [
"slow: Marks tests as slow. Disabled by default. To run all tests, use -m \"\". To run only slow tests, use -m \"slow\".",
"timeout: Marks the timeout override.",
]
[tool.coverage.run]
branch = true
source = ["invokeai"]
omit = ["*tests*", "*migrations*", ".venv/*", "*.env"]
[tool.coverage.report]
show_missing = true
fail_under = 85 # let's set something sensible on Day 1 ...
[tool.coverage.json]
output = "coverage/coverage.json"
pretty_print = true
[tool.coverage.html]
directory = "coverage/html"
[tool.coverage.xml]
output = "coverage/index.xml"
#=== End: PyTest and Coverage
#=== Begin: Ruff
[tool.ruff]
line-length = 120
exclude = [
".git",
"__pycache__",
"build",
"dist",
"invokeai/frontend/web/node_modules/",
".venv*",
]
[tool.ruff.lint]
ignore = [
"E501", # https://docs.astral.sh/ruff/rules/line-too-long/
"C901", # https://docs.astral.sh/ruff/rules/complex-structure/
"B008", # https://docs.astral.sh/ruff/rules/function-call-in-default-argument/
"B904", # https://docs.astral.sh/ruff/rules/raise-without-from-inside-except/
]
select = ["B", "C", "E", "F", "W", "I", "TID"]
[tool.ruff.lint.flake8-tidy-imports]
# Disallow all relative imports.
ban-relative-imports = "all"
#=== End: Ruff
#=== Begin: MyPy
# global mypy config
[tool.mypy]
ignore_missing_imports = true # ignores missing types in third-party libraries
strict = true
plugins = "pydantic.mypy"
exclude = ["tests/*"]
# overrides for specific modules
[[tool.mypy.overrides]]
follow_imports = "skip" # skips type checking of the modules listed below
module = [
"invokeai.app.api.routers.models",
"invokeai.app.invocations.compel",
"invokeai.app.invocations.denoise_latents",
"invokeai.app.services.invocation_stats.invocation_stats_default",
"invokeai.app.services.model_manager.model_manager_base",
"invokeai.app.services.model_manager.model_manager_default",
"invokeai.app.services.model_manager.store.model_records_sql",
"invokeai.app.util.controlnet_utils",
"invokeai.backend.image_util.txt2mask",
"invokeai.backend.image_util.safety_checker",
"invokeai.backend.image_util.patchmatch",
"invokeai.backend.image_util.invisible_watermark",
"invokeai.backend.install.model_install_backend",
"invokeai.backend.ip_adapter.ip_adapter",
"invokeai.backend.ip_adapter.resampler",
"invokeai.backend.ip_adapter.unet_patcher",
"invokeai.backend.model_management.convert_ckpt_to_diffusers",
"invokeai.backend.model_management.lora",
"invokeai.backend.model_management.model_cache",
"invokeai.backend.model_management.model_manager",
"invokeai.backend.model_management.model_merge",
"invokeai.backend.model_management.model_probe",
"invokeai.backend.model_management.model_search",
"invokeai.backend.model_management.models.*", # this is needed to ignore the module's `__init__.py`
"invokeai.backend.model_management.models.base",
"invokeai.backend.model_management.models.controlnet",
"invokeai.backend.model_management.models.ip_adapter",
"invokeai.backend.model_management.models.lora",
"invokeai.backend.model_management.models.sdxl",
"invokeai.backend.model_management.models.stable_diffusion",
"invokeai.backend.model_management.models.vae",
"invokeai.backend.model_management.seamless",
"invokeai.backend.model_management.util",
"invokeai.backend.stable_diffusion.diffusers_pipeline",
"invokeai.backend.stable_diffusion.diffusion.shared_invokeai_diffusion",
"invokeai.backend.util.hotfixes",
"invokeai.backend.util.mps_fixes",
"invokeai.backend.util.util",
"invokeai.frontend.install.model_install",
]
#=== End: MyPy
[tool.pyright]
# Start from strict mode
typeCheckingMode = "strict"
# This errors whenever an import is missing a type stub file - way too noisy
reportMissingTypeStubs = "none"
# These are the rest of the rules enabled by strict mode - enable them @ warning
reportConstantRedefinition = "warning"
reportDeprecated = "warning"
reportDuplicateImport = "warning"
reportIncompleteStub = "warning"
reportInconsistentConstructor = "warning"
reportInvalidStubStatement = "warning"
reportMatchNotExhaustive = "warning"
reportMissingParameterType = "warning"
reportMissingTypeArgument = "warning"
reportPrivateUsage = "warning"
reportTypeCommentUsage = "warning"
reportUnknownArgumentType = "warning"
reportUnknownLambdaType = "warning"
reportUnknownMemberType = "warning"
reportUnknownParameterType = "warning"
reportUnknownVariableType = "warning"
reportUnnecessaryCast = "warning"
reportUnnecessaryComparison = "warning"
reportUnnecessaryContains = "warning"
reportUnnecessaryIsInstance = "warning"
reportUnusedClass = "warning"
reportUnusedImport = "warning"
reportUnusedFunction = "warning"
reportUnusedVariable = "warning"
reportUntypedBaseClass = "warning"
reportUntypedClassDecorator = "warning"
reportUntypedFunctionDecorator = "warning"
reportUntypedNamedTuple = "warning"
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