pyproject.toml

[tool.poetry]
name = "graphrag"
# Maintainers: do not change the version here manually, use ./scripts/release.sh
version = "1.0.1"
description = "GraphRAG: A graph-based retrieval-augmented generation (RAG) system."
authors = [
    "Alonso Guevara Fernández <alonsog@microsoft.com>",
    "Andrés Morales Esquivel <andresmor@microsoft.com>",
    "Chris Trevino <chtrevin@microsoft.com>",
    "David Tittsworth <datittsw@microsoft.com>",
    "Dayenne de Souza <ddesouza@microsoft.com>",
    "Derek Worthen <deworthe@microsoft.com>",
    "Gaudy Blanco Meneses <gaudyb@microsoft.com>",
    "Ha Trinh <trinhha@microsoft.com>",
    "Jonathan Larson <jolarso@microsoft.com>",
    "Josh Bradley <joshbradley@microsoft.com>",
    "Kate Lytvynets <kalytv@microsoft.com>",
    "Kenny Zhang <zhangken@microsoft.com>",
    "Mónica Carvajal",
    "Nathan Evans <naevans@microsoft.com>",
    "Rodrigo Racanicci <rracanicci@microsoft.com>",
    "Sarah Smith <smithsarah@microsoft.com>",
]
license = "MIT"
readme = "README.md"
packages = [{ include = "graphrag" }]

[tool.poetry.urls]
"Source" = "https://github.com/microsoft/graphrag"

[tool.poetry.scripts]
graphrag = "graphrag.cli.main:app"

[tool.poetry-dynamic-versioning]
enable = true
style = "pep440"
vcs = "git"
bump = true
format-jinja = """
    {%- if distance == 0 -%}
        {{ serialize_pep440(base, stage, revision) }}
    {%- else -%}
        {{ serialize_pep440(base, stage, revision, dev=distance) }}
    {%- endif -%}
"""

[tool.poetry.dependencies]
python = ">=3.10,<3.13"
environs = "^11.0.0"
datashaper = "^0.0.49"

# Vector Stores
azure-search-documents = "^11.5.2"
lancedb = "^0.17.0"

# Async IO
aiofiles = "^24.1.0"

# LLM
openai = "^1.57.0"
nltk = "3.9.1"
tiktoken = "^0.8.0"

# Data-Sci
numpy = "^1.25.2"
graspologic = "^3.4.1"
networkx = "^3.4.2"
pandas = "^2.2.3"
matplotlib = "^3.9.3"
pyarrow = "^15.0.0"
umap-learn = "^0.5.6"

# Configuration
pyyaml = "^6.0.2"
pyaml-env = "^1.2.1"
python-dotenv = "^1.0.1"

pydantic = "^2.10.3"
rich = "^13.9.4"
devtools = "^0.12.2"
typing-extensions = "^4.12.2"

#Azure
azure-cosmos = "^4.9.0"
azure-identity = "^1.19.0"
azure-storage-blob = "^12.24.0"

future = "^1.0.0" # Needed until graspologic fixes their dependency
typer = "^0.15.1"
fnllm = "^0.0.10"

tenacity = "^9.0.0"
json-repair = "^0.30.3"
tqdm = "^4.67.1"
httpx = "^0.28.1"

[tool.poetry.group.dev.dependencies]
coverage = "^7.6.9"
ipykernel = "^6.29.5"
jupyter = "^1.1.1"
nbconvert = "^7.16.4"
poethepoet = "^0.31.1"
pyright = "^1.1.390"
pytest = "^8.3.4"
pytest-asyncio = "^0.24.0"
pytest-timeout = "^2.3.1"
ruff = "^0.8.2"
semversioner = "^2.0.5"
update-toml = "^0.2.1"
deptry = "^0.21.1"
mkdocs-material = "^9.5.48"
mkdocs-jupyter = "^0.25.1"
mkdocs-exclude-search = "^0.6.6"
pytest-dotenv = "^0.5.2"
mkdocs-typer = "^0.0.3"

[build-system]
requires = ["poetry-core>=1.0.0", "poetry-dynamic-versioning>=1.0.0,<2.0.0"]
build-backend = "poetry_dynamic_versioning.backend"

[tool.poe.tasks]
_sort_imports = "ruff check --select I --fix ."
_format_code = "ruff format  ."
_ruff_check = 'ruff check .'
_pyright = "pyright"
_convert_local_search_nb = 'jupyter nbconvert --output-dir=docsite/posts/query/notebooks/ --output="{notebook_name}_nb" --template=docsite/nbdocsite_template --to markdown examples_notebooks/local_search.ipynb'
_convert_global_search_nb = 'jupyter nbconvert --output-dir=docsite/posts/query/notebooks/ --output="{notebook_name}_nb" --template=docsite/nbdocsite_template --to markdown examples_notebooks/global_search.ipynb'
_semversioner_release = "semversioner release"
_semversioner_changelog = "semversioner changelog > CHANGELOG.md"
_semversioner_update_toml_version = "update-toml update --path tool.poetry.version --value $(poetry run semversioner current-version)"
semversioner_add = "semversioner add-change"
coverage_report = 'coverage report --omit "**/tests/**" --show-missing'
check_format = 'ruff format . --check'
fix = "ruff check --fix ."
fix_unsafe = "ruff check --fix --unsafe-fixes ."
_test_all = "coverage run -m pytest ./tests"
test_unit = "pytest ./tests/unit"
test_integration = "pytest ./tests/integration"
test_smoke = "pytest ./tests/smoke"
test_notebook = "pytest ./tests/notebook"
test_verbs = "pytest ./tests/verbs"
index = "python -m graphrag index"
update = "python -m graphrag update"
init = "python -m graphrag init"
query = "python -m graphrag query"
prompt_tune = "python -m graphrag prompt-tune"
# Pass in a test pattern
test_only = "pytest -s -k"
serve_docs = "mkdocs serve"
build_docs = "mkdocs build"

[[tool.poe.tasks.release]]
sequence = [
    '_semversioner_release',
    '_semversioner_changelog',
    '_semversioner_update_toml_version',
]
ignore_fail = 'return_non_zero'

[[tool.poe.tasks.convert_docsite_notebooks]]
sequence = ['_convert_local_search_nb', '_convert_global_search_nb']
ignore_fail = 'return_non_zero'

[[tool.poe.tasks.format]]
sequence = ['_sort_imports', '_format_code']
ignore_fail = 'return_non_zero'

[[tool.poe.tasks.check]]
sequence = ['check_format', '_ruff_check', '_pyright']
ignore_fail = 'return_non_zero'

[[tool.poe.tasks.test]]
sequence = ['_test_all', 'coverage_report']
ignore_fail = 'return_non_zero'

[tool.ruff]
target-version = "py310"
extend-include = ["*.ipynb"]

[tool.ruff.format]
preview = true
docstring-code-format = true
docstring-code-line-length = 20

[tool.ruff.lint]
preview = true
select = [
    "E4",
    "E7",
    "E9",
    "W291",
    "YTT",
    "T10",
    "ICN",
    "INP",
    "Q",
    "RSE",
    "SLOT",
    "INT",
    "FLY",
    "LOG",
    "C90",
    "T20",
    "D",
    "RET",
    "PD",
    "N",
    "PIE",
    "SIM",
    "S",
    "G",
    "ERA",
    "ASYNC",
    "TID",
    "UP",
    "SLF",
    "BLE",
    "C4",
    "I",
    "F",
    "A",
    "ARG",
    "PTH",
    "RUF",
    "B",
    "TCH",
    "DTZ",
    "PYI",
    "PT",
    "EM",
    "TRY",
    "PERF",
    "CPY",
    # "FBT", # use named arguments for boolean flags
    # "TD", # todos
    # "FIX", # fixme
    # "FURB" # preview rules
    # ANN # Type annotations, re-enable when we get bandwidth
]
ignore = [
    # Ignore module names shadowing Python builtins
    "A005",
    # Conflicts with interface argument checking
    "ARG002",
    "ANN204",
    # TODO: Inspect these pandas rules for validity
    "PD002", # prevents inplace=True
    # TODO RE-Enable when we get bandwidth
    "PERF203", # Needs restructuring of errors, we should bail-out on first error
    "C901",    # needs refactoring to remove cyclomatic complexity
]

[tool.ruff.lint.per-file-ignores]
"tests/*" = ["S", "D", "ANN", "T201", "ASYNC", "ARG", "PTH", "TRY"]
"examples/*" = ["S", "D", "ANN", "T201", "PTH", "TRY", "PERF"]
"graphrag/index/config/*" = ["TCH"]
"*.ipynb" = ["T201"]

[tool.ruff.lint.flake8-builtins]
builtins-ignorelist = ["input", "id", "bytes"]

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

# https://github.com/microsoft/pyright/blob/9f81564a4685ff5c55edd3959f9b39030f590b2f/docs/configuration.md#sample-pyprojecttoml-file
[tool.pyright]
include = ["graphrag", "tests", "examples", "examples_notebooks"]
exclude = ["**/node_modules", "**/__pycache__"]

[tool.pytest.ini_options]
asyncio_default_fixture_loop_scope = "function"
asyncio_mode = "auto"
timeout = 1000
env_files = [".env"]