[build-system]
requires = ["hatchling", "hatch-vcs"]
build-backend = "hatchling.build"

[project]
name = "rag-pipelines"
version = "0.0.1"
description = 'Advanced Retrieval Augmented Generation Pipelines'
readme = "README.md"
requires-python = ">=3.9"
license = "MIT"
keywords = []
authors = [
  { name = "Ashwin Mathur", email = "" },
  { name = "Varun Mathur", email = "" },
]
classifiers = [
  "License :: OSI Approved :: MIT License",
  "Development Status :: 4 - Beta",
  "Programming Language :: Python",
  "Programming Language :: Python :: 3.9",
  "Programming Language :: Python :: 3.10",
  "Programming Language :: Python :: 3.11",
  "Programming Language :: Python :: Implementation :: CPython",
  "Programming Language :: Python :: Implementation :: PyPy",
]
dependencies = [
  "dataloaders @ git+https://github.com/avnlp/dataloaders.git",
  "langchain-core",
  "langgraph",
  "langchain-text-splitters",
  "langchain-experimental",
  "langchain-huggingface",
  "langchain-groq",
  "langchain_milvus",
  "langchain-qdrant",
  "langchain-pinecone",
  "langchain-voyageai",
  "spladerunner",
  "haystack-ai",
  "weave",
  "edgartools",
  "fastembed",
  "pinecone-text[splade]",
  "unstructured[pdf]",
  "deepeval",
  "arize-phoenix",
  "dspy",
  "dspy-ai[milvus]",
  "optimum[onnxruntime]",
]

[project.optional-dependencies]
dev = ["pytest"]

[project.urls]
Documentation = "https://github.com/avnlp/rag-pipelines#readme"
Issues = "https://github.com/avnlp/rag-pipelines/issues"
Source = "https://github.com/avnlp/rag-pipelines"

[tool.hatch.metadata]
allow-direct-references = true

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

[tool.hatch.envs.default]
installer = "uv"
dependencies = [
  "coverage[toml]>=6.5",
  "pytest",
  "pytest-rerunfailures",
  "pytest-mock",
]

[tool.hatch.envs.default.scripts]
test = "pytest -vv {args:tests}"
test-cov = "coverage run -m pytest {args:tests}"
test-cov-retry = "test-cov --reruns 3 --reruns-delay 30 -x"
cov-report = ["- coverage combine", "coverage report"]
cov = ["test-cov", "cov-report"]
cov-retry = ["test-cov-retry", "cov-report"]

[[tool.hatch.envs.test.matrix]]
python = ["39", "310", "311"]

[tool.hatch.envs.lint]
installer = "uv"
detached = true
dependencies = ["pip", "black>=23.1.0", "mypy>=1.0.0", "ruff>=0.0.243"]

[tool.hatch.envs.lint.scripts]
typing = "mypy --install-types --non-interactive --explicit-package-bases {args:src/ tests}"
style = ["ruff check {args:}", "black --check --diff {args:.}"]
fmt = ["black {args:.}", "ruff check --fix --unsafe-fixes {args:}", "style"]
all = ["style", "typing"]

[tool.coverage.run]
source = ["rag_pipelines"]
branch = true
parallel = true

[tool.coverage.report]
omit = ["*/tests/*", "*/__init__.py"]
show_missing = true
exclude_lines = ["no cov", "if __name__ == .__main__.:", "if TYPE_CHECKING:"]

[tool.ruff]
target-version = "py39"
line-length = 120

[tool.ruff.lint]
select = [
  "A",
  "ARG",
  "B",
  "C",
  "D",
  "D401",
  "DTZ",
  "E",
  "EM",
  "F",
  "I",
  "ICN",
  "ISC",
  "N",
  "PLC",
  "PLE",
  "PLR",
  "PLW",
  "Q",
  "RUF",
  "S",
  "T",
  "TID",
  "UP",
  "W",
  "YTT",
]
ignore = [
  # Allow non-abstract empty methods in abstract base classes
  "B027",
  # Allow boolean positional values in function calls, like `dict.get(... True)`
  "FBT003",
  # Ignore checks for possible passwords
  "S102",
  "S105",
  "S106",
  "S107",
  # Ignore complexity
  "C901",
  "PLR0911",
  "PLR0912",
  "PLR0913",
  "PLR0915",
  # Allow print statements
  "T201",
  # Ignore missing module docstrings
  "D100",
  "D104",
  # Ignore Line too long
  "E501",
  # Ignore builtin argument shadowing
  "A002",
  # Ignore builtin module shadowing
  "A005",
  # Ignore Function calls in argument defaults
  "B008",
  "ARG002",
  "ARG005",
]
unfixable = [
  # Don't touch unused imports
  "F401",
]

[tool.ruff.lint.pydocstyle]
convention = "google"

[tool.ruff.lint.isort]
known-first-party = ["rag_pipelines"]

[tool.ruff.lint.flake8-tidy-imports]
ban-relative-imports = "parents"

[tool.ruff.lint.per-file-ignores]
# Tests can use magic values, assertions, and relative imports
"tests/**/*" = ["PLR2004", "S101", "TID252"]

[tool.pytest.ini_options]
minversion = "6.0"
addopts = "--strict-markers"
markers = ["integration: integration tests"]
log_cli = true

[tool.black]
line-length = 120

[[tool.mypy.overrides]]
module = ["rag_pipelines.*", "pytest.*", "numpy.*"]
ignore_missing_imports = true