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pyproject.toml
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pyproject.toml
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[tool.ruff]
# description of all rules are available on https://docs.astral.sh/ruff/rules/
lint.select = ["D", "E", "F", "W", "C", "S", "I", "G", "TCH", "SLOT", "RUF", "C90", "N", "YTT", "ASYNC", "A", "C4", "T10", "PGH", "FURB", "PERF", "AIR", "NPY", "FLY", "PLW2901"]
# we need to check 'mood' of all docstrings, this needs to be enabled explicitly
lint.extend-select = ["D401"]
lint.ignore = []
# always generate Python 3.11-compatible code.
target-version = "py311"
lint.pydocstyle.convention = "google"
line-length = 100
[tool.pdm.version]
source = "file"
path = "ols/version.py"
[tool.coverage.report]
# unit tests fails if the total coverage measurement is under this threshold value
fail_under = 90
[tool.mypy]
disable_error_code = ["union-attr", "return-value", "arg-type", "import-untyped"]
ignore_missing_imports = true
plugins = ["pydantic.mypy"]
[tool.pydantic-mypy]
init_forbid_extra = true
init_typed = true
warn_required_dynamic_aliases = true
[tool.bandit]
skips = []
exclude_dirs = ["tests", "scripts"]
[tool.pdm]
distribution = true
[tool.pdm.dev-dependencies]
dev = [
"black==24.10.0",
"pydocstyle==6.3.0",
"fastparquet==2024.5.0", # Required for model evaluation (runtime, if parquet qna file is used)
"httpx==0.27.2",
"mypy==1.13.0", # Usually needs to be set to latest stable version available
"packaging==24.1",
"pytest==8.3.2",
"pytest-cov==5.0.0",
"pytest-asyncio==0.24.0",
"pydantic==2.9.2",
"rouge-score==0.1.2", # Required for model evaluation
"ruff==0.8.0",
"bandit==1.7.9",
"types-requests==2.32.0.20240622",
"gradio==4.44.1",
"boto3==1.34.145",
"pyroscope-io==0.8.8",
"memray==1.15.0",
"reportportal-client==5.5.6",
"pytest-reportportal==5.4.1",
"pytest-benchmark[histogram]>=4.0.0",
"typing-extensions==4.12.2",
"pytest-subtests==0.13.1",
"build==1.2.2.post1",
"twine==5.1.1",
"pylint==3.3.2",
]
# The following section is needed only for torch[cpu] variant on Linux,
# because this variant need to be downloaded from external link, not from
# standard Python package index:
#
# [[tool.pdm.source]]
# type = "find_links"
# url = "https://download.pytorch.org/whl/cpu/torch_stable.html"
# name = "torch"
[build-system]
requires = ["pdm-backend"]
build-backend = "pdm.backend"
[project]
name = "road-core"
dynamic = ["version"]
description = "Road-core service is an AI powered assistant that runs on OpenShift and provides answers to product questions using backend LLM services."
authors = []
dependencies = [
"pdm==2.21.0",
"torch==2.5.1",
"pandas==2.1.4",
"httpx==0.27.2",
"fastapi==0.115.6",
"langchain==0.3.10",
"langchain-ibm==0.3.2",
"llama-index==0.12.2",
"llama-index-core==0.12.2",
"llama-index-vector-stores-faiss==0.3.0",
"llama-index-embeddings-huggingface==0.4.0",
"uvicorn==0.32.1",
"redis==5.2.0",
"faiss-cpu==1.8.0.post1",
"sentence-transformers==3.1.1",
"openai==1.54.3",
"pyarrow==18.0.0",
"ibm-generative-ai==3.0.0",
"ibm-cos-sdk==2.13.6",
"langchain-openai==0.2.9",
"pydantic==2.9.2",
"setuptools==72.1.0",
"prometheus-client==0.20.0",
"kubernetes==30.1.0",
"psycopg2-binary==2.9.9",
"azure-identity==1.18.0",
"langchain-community==0.3.5",
"SQLAlchemy==2.0.35",
"huggingface_hub==0.26.1",
"ibm-watsonx-ai==1.1.25",
"certifi==2024.8.30",
"cryptography==43.0.1",
"urllib3==2.2.2",
"nltk==3.9.1",
"aiohttp==3.10.11",
"zipp==3.20.1",
"jinja2==3.1.4",
"scikit-learn==1.5.2",
"starlette==0.41.3",
"tqdm==4.66.5",
"findpython==0.6.2",
"filelock==3.16.1",
"ffmpy==0.4.0",
"virtualenv==20.28.0",
"msgpack==1.1.0",
]
requires-python = ">=3.11.1,<=3.12.8"
readme = "README.md"
license = {file = "LICENSE"}
[project.urls]
Homepage = "https://github.com/road-core/service"
Issues = "https://github.com/road-core/service/issues"
[tool.pdm.scripts]
start = "pdm run make run"
test = "pdm run make test"
test-unit = "pdm run make test-unit"
test-integration = "pdm run make test-integration"
test-e2e = "pdm run make test-e2e"
coverage-report = "pdm run make coverage-report"
unit-tests-coverage-report = "pdm run make unit-tests-coverage-report"
integration-tests-coverage-report = "pdm run make integration-tests-coverage-report"
check-types = "pdm run make check-types"
generate-schema = "pdm run make schema"
security-check = "pdm run make security-check"
benchmarks = "pdm run make benchmarks"
requirements = "pdm run make requirements.txt"
version = "pdm run make print-version"
[tool.setuptools]
packages = ["ols"]
[tool.pylint."MESSAGES CONTROL"]
good-names = ["e"]
disable = ["W1203", "C0103", "C0301", "C0302", "C0415", "E0602", "E0611", "E1101", "R0902", "R0903", "R0913", "R0914", "W0102", "W0212", "W0511", "W0613", "W0621", "W0622", "W0707", "W0718", "W0719", "E0401", "R0801", "R0917"]