[build-system]
requires = ["hatchling"]
build-backend = "hatchling.build"

[tool.hatch.version]
source = "code"
path = "src/evidently/_version.py"

[project]
name = "evidently"
dynamic = ["version"]
description = "Open-source tools to analyze, monitor, and debug machine learning model in production."
readme = "README.md"
requires-python = ">=3.10"
license = {text = "Apache License 2.0"}
authors = [
    {name = "Emeli Dral", email = "emeli.dral@gmail.com"}
]
classifiers = [
    "Development Status :: 4 - Beta",
    "Intended Audience :: Developers",
    "License :: OSI Approved :: Apache Software License",
    "Operating System :: OS Independent",
    "Programming Language :: Python :: 3",
    "Programming Language :: Python :: 3.10",
    "Programming Language :: Python :: 3.11",
    "Programming Language :: Python :: 3.12",
    "Programming Language :: Python :: 3.13",
]
dependencies = [
    "plotly>=5.10.0,<6",
    "statsmodels>=0.14.0",
    "scikit-learn>=1.1.1",
    "pandas[parquet]>=1.3.5",
    "numpy>=1.23.0",
    "nltk>=3.6.7",
    "scipy>=1.10.0",
    "requests>=2.32.0",
    "PyYAML>=6.0.1",
    "pydantic>=1.10.16",
    "litestar>=2.19.0",
    "typing-inspect>=0.9.0",
    "uvicorn[standard]>=0.22.0",
    "watchdog>=3.0.0",
    "typer>=0.3",
    "rich>=13",
    "iterative-telemetry>=0.0.5",
    "dynaconf>=3.2.4",
    "certifi>=2024.7.4",
    "urllib3>=1.26.19",
    "fsspec>=2024.9.0",
    "ujson>=5.4.0",
    "deprecation>=2.1.0",
    "uuid6>=2024.7.10",
    "cryptography>=43.0.1",
    "opentelemetry-proto>=1.25.0",
]

[project.optional-dependencies]
dev = [
    "pip-audit>=2.7.2",
    "wheel==0.38.1",
    "setuptools==65.5.1; python_version < '3.12'",
    "setuptools==68.2.2; python_version >= '3.12'",
    "jupyter==1.0.0",
    "mypy==1.1.1",
    "pandas-stubs>=1.3.5,<3",
    "pytest==7.4.4",
    "tracely>=0.2.11",
    "types-PyYAML==6.0.1",
    "types-requests==2.26.0",
    "types-dataclasses==0.6",
    "types-python-dateutil==2.8.19",
    "types-ujson>=5.4.0",
    "pillow>=11.3.0",
    "httpx==0.27.0",
    "ruff==0.3.7",
    "pre-commit==3.5.0",
    "pytest-asyncio==0.23.7",
    "pytest-mock==3.14.0",
    "pytest-html>=4.2.0",
]
llm = [
    "openai>=1.16.2",
    "evaluate>=0.4.1",
    "transformers[torch]>=4.39.3",
    "sentence-transformers>=2.7.0",
    "sqlvalidator>=0.0.20",
    "litellm>=1.74.3",
    "llama-index>=0.10",
    "faiss-cpu>=1.8.0",
]
spark = [
    "pyspark>=3.4.0,<4",
]
fsspec = [
    "s3fs>=2024.9.0",
    "gcsfs>=2024.9.0",
]
s3 = [
    "s3fs>=2024.9.0",
]
gcs = [
    "gcsfs>=2024.9.0",
]
sql = [
    "sqlalchemy>=2.0.0",
    "psycopg2-binary>=2.9.0",
    "alembic>=1.13.0",
]

[project.scripts]
evidently = "evidently.cli:app"

[project.urls]
Homepage = "https://github.com/evidentlyai/evidently"

[tool.hatch.build.targets.wheel]
packages = ["src/evidently"]

[tool.hatch.build.targets.wheel.shared-data]
"src/evidently/nbextension/static" = "evidently/nbextension/static"
"src/evidently/legacy/ui/assets" = "evidently/legacy/ui/assets"
"src/evidently/ui/service/assets" = "evidently/ui/service/assets"
"src/evidently/ui/service/storage/sql/migrations" = "evidently/ui/service/storage/sql/migrations"

[tool.hatch.build.targets.sdist]
include = [
    "/README.md",
    "/MANIFEST.in",
    "/src",
]

[tool.mypy]
show_error_codes = true
files = ["src/evidently"]
python_version = "3.10"
disable_error_code = "misc"
namespace_packages = true
no_implicit_optional = false
plugins = ["pydantic.mypy", "numpy.typing.mypy_plugin"]

[[tool.mypy.overrides]]
module = [
    "nltk.*",
    "torch.*",
    "evaluate.*",
    "transformers.*",
    "openai.*",
    "sentence_transformers.*",
    "scipy.*",
    "sklearn.*",
    "plotly.*",
    "umap.*",
    "IPython.*",
    "iterative_telemetry.*",
    "fastapi_restful.*",
    "watchdog.*",
    "pydantic.v1.*",
    "pyspark.*",
    "idna.*",
    "fsspec.*",
    "dynaconf.*",
    "litestar.*",
    "typing_inspect.*",
    "ujson.*",
    "deprecation.*",
    "litellm.*",
    "sqlvalidator.*",
    "llama_index.*",
    "pypdf.*",
    "faiss.*",
    "tracely.*",
    "sqlalchemy.*",
    "alembic.*",
]
ignore_missing_imports = true


[tool.pytest.ini_options]
testpaths = ["tests"]
python_classes = "*Test"
markers = [
    "slow: slow tests",
    "asyncio: async tests",
]