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{
lib,
aiofiles,
aiosqlite,
alembic,
asyncpg,
backoff,
brotli-asgi,
buildPythonPackage,
cleanlab,
datasets,
elasticsearch8,
evaluate,
factory-boy,
faiss,
fastapi,
fetchFromGitHub,
flyingsquid,
greenlet,
httpx,
huggingface-hub,
luqum,
monotonic,
numpy,
openai,
opensearch-py,
packaging,
pandas,
passlib,
pdm-backend,
peft,
pgmpy,
pillow,
plotly,
prodict,
psutil,
psycopg2,
pydantic,
pytest-asyncio,
pytest-mock,
pytestCheckHook,
python-jose,
python-multipart,
pyyaml,
rich,
schedule,
scikit-learn,
sentence-transformers,
seqeval,
smart-open,
snorkel,
spacy-transformers,
spacy,
sqlalchemy,
standardwebhooks,
tqdm,
transformers,
typer,
uvicorn,
wrapt,
# , flair
# , setfit
# , spacy-huggingface-hub
# , span_marker
# , trl
}:
buildPythonPackage rec {
pname = "argilla";
version = "2.8.0";
pyproject = true;
src = fetchFromGitHub {
owner = "argilla-io";
repo = "argilla";
tag = "v${version}";
hash = "sha256-8j7/Gtn4FnAZA3oIV7dLxKwNtigqB7AweHtQ/kzLwm4=";
};
sourceRoot = "${src.name}/${pname}";
pythonRelaxDeps = [
"httpx"
"numpy"
"rich"
"typer"
"wrapt"
];
build-system = [ pdm-backend ];
dependencies = [
httpx
datasets
packaging
pandas
pydantic
wrapt
numpy
tqdm
pillow
huggingface-hub
monotonic
rich
typer
standardwebhooks
];
optional-dependencies = {
server = [
aiofiles
aiosqlite
alembic
backoff
brotli-asgi
elasticsearch8
fastapi
greenlet
luqum
opensearch-py
passlib
psutil
python-jose
python-multipart
pyyaml
scikit-learn
smart-open
sqlalchemy
uvicorn
]
++ elasticsearch8.optional-dependencies.async
++ uvicorn.optional-dependencies.standard
++ python-jose.optional-dependencies.cryptography
++ passlib.optional-dependencies.bcrypt;
postgresql = [
asyncpg
psycopg2
];
listeners = [
schedule
prodict
];
integrations = [
cleanlab
evaluate
faiss
flyingsquid
openai
peft
pgmpy
plotly
pyyaml
sentence-transformers
seqeval
snorkel
spacy
spacy-transformers
transformers
# flair
# setfit
# span_marker
# trl
# spacy-huggingface-hub
]
++ transformers.optional-dependencies.torch;
};
# Still quite a bit of optional dependencies missing
doCheck = false;
preCheck = ''
export HOME=$(mktemp -d)
'';
nativeCheckInputs = [
pytestCheckHook
pytest-mock
pytest-asyncio
factory-boy
]
++ lib.concatAttrValues optional-dependencies;
disabledTestPaths = [ "tests/server/datasets/test_dao.py" ];
meta = {
description = "Open-source data curation platform for LLMs";
homepage = "https://github.com/argilla-io/argilla";
changelog = "https://github.com/argilla-io/argilla/releases/tag/${src.tag}";
license = lib.licenses.asl20;
maintainers = with lib.maintainers; [ happysalada ];
mainProgram = "argilla";
};
}
|
