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{
lib
, buildPythonPackage
, pythonOlder
, fetchFromGitHub
, pythonRelaxDepsHook
# propagated build input
, faiss
, torch
, transformers
, huggingface-hub
, numpy
, pyyaml
, regex
# optional-dependencies
, aiohttp
, fastapi
, uvicorn
# TODO add apache-libcloud
# , apache-libcloud
, rich
, duckdb
, pillow
, networkx
, python-louvain
, onnx
, onnxruntime
, soundfile
, scipy
, ttstokenizer
, beautifulsoup4
, nltk
, pandas
, tika
, imagehash
, timm
, fasttext
, sentencepiece
, accelerate
, onnxmltools
, annoy
, hnswlib
# TODO add pymagnitude-lite
#, pymagnitude-lite
, scikit-learn
, sentence-transformers
, croniter
, openpyxl
, requests
, xmltodict
# native check inputs
, unittestCheckHook
}:
let
version = "7.1.0";
api = [ aiohttp fastapi uvicorn ];
# cloud = [ apache-libcloud ];
console = [ rich ];
database = [ duckdb pillow ];
graph = [ networkx python-louvain ];
model = [ onnx onnxruntime ];
pipeline-audio = [ onnx onnxruntime soundfile scipy ttstokenizer ];
pipeline-data = [ beautifulsoup4 nltk pandas tika ];
pipeline-image = [ imagehash pillow timm ];
pipeline-text = [ fasttext sentencepiece ];
pipeline-train = [ accelerate onnx onnxmltools onnxruntime ];
pipeline = pipeline-audio ++ pipeline-data ++ pipeline-image ++ pipeline-text ++ pipeline-train;
similarity = [
annoy
fasttext
hnswlib
# pymagnitude-lite
scikit-learn
sentence-transformers
];
workflow = [
# apache-libcloud
croniter
openpyxl
pandas
pillow
requests
xmltodict
];
all = api ++ console ++ database ++ graph ++ model ++ pipeline ++ similarity ++ workflow;
optional-dependencies = {
inherit api console database graph model pipeline-audio pipeline-image
pipeline-text pipeline-train pipeline similarity workflow all;
};
in
buildPythonPackage {
pname = "txtai";
inherit version;
format = "setuptools";
disabled = pythonOlder "3.8";
src = fetchFromGitHub {
owner = "neuml";
repo = "txtai";
rev = "refs/tags/v${version}";
hash = "sha256-L+L2jRkCQKOgd1k3N4mft0Kt6kvCN81lgSQUjoon5rk=";
};
nativeBuildInputs = [
pythonRelaxDepsHook
];
pythonRemoveDeps = [
# We call it faiss, not faiss-cpu.
"faiss-cpu"
];
propagatedBuildInputs = [
faiss
torch
transformers
huggingface-hub
numpy
pyyaml
regex
];
passthru.optional-dependencies = optional-dependencies;
pythonImportsCheck = [ "txtai" ];
# some tests hang forever
doCheck = false;
preCheck = ''
export TRANSFORMERS_CACHE=$(mktemp -d)
'';
nativeCheckInputs = [
unittestCheckHook
] ++ optional-dependencies.api ++ optional-dependencies.similarity;
unittestFlagsArray = [
"-s" "test/python" "-v"
];
meta = with lib; {
description = "Semantic search and workflows powered by language models";
changelog = "https://github.com/neuml/txtai/releases/tag/v${version}";
homepage = "https://github.com/neuml/txtai";
license = licenses.asl20;
maintainers = with maintainers; [ happysalada ];
};
}
|
