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{ azure-core
, bokeh
, buildPythonPackage
, click
, docker_pycreds
, fetchFromGitHub
, flask
, git
, GitPython
, jsonref
, jsonschema
, lib
, matplotlib
, nbformat
, pandas
, pathtools
, promise
, protobuf
, psutil
, pydantic
, pytest-mock
, pytest-xdist
, pytestCheckHook
, python-dateutil
, pyyaml
, requests
, scikit-learn
, sentry-sdk
, setproctitle
, setuptools
, shortuuid
, stdenv
, tqdm
}:
buildPythonPackage rec {
pname = "wandb";
version = "0.12.14";
src = fetchFromGitHub {
owner = pname;
repo = "client";
rev = "v${version}";
hash = "sha256-60E64ePW+C0C/eG7pLp4SpAFqycOHiCvOvmNOg2yoqY=";
};
# setuptools is necessary since pkg_resources is required at runtime.
propagatedBuildInputs = [
click
docker_pycreds
GitPython
pathtools
promise
protobuf
psutil
python-dateutil
pyyaml
requests
sentry-sdk
setproctitle
setuptools
shortuuid
];
# wandb expects git to be in PATH. See https://gist.github.com/samuela/57aeee710e41ab2bf361b7ed8fbbeabf
# for the error message, and an example usage here: https://github.com/wandb/client/blob/d5f655b7ca7e3eac2f3a67a84bc5c2a664a31baf/wandb/sdk/internal/meta.py#L128.
# See https://github.com/NixOS/nixpkgs/pull/164176#discussion_r828801621 as to
# why we don't put it in propagatedBuildInputs. Note that this is difficult to
# test offline due to https://github.com/wandb/client/issues/3519.
postInstall = ''
mkdir -p $out/bin
ln -s ${git}/bin/git $out/bin/git
'';
disabledTestPaths = [
# Tests that try to get chatty over sockets or spin up servers, not possible in the nix build environment.
"tests/test_cli.py"
"tests/test_data_types.py"
"tests/test_file_stream.py"
"tests/test_file_upload.py"
"tests/test_footer.py"
"tests/test_internal_api.py"
"tests/test_label_full.py"
"tests/test_login.py"
"tests/test_meta.py"
"tests/test_metric_full.py"
"tests/test_metric_internal.py"
"tests/test_mode_disabled.py"
"tests/test_mp_full.py"
"tests/test_public_api.py"
"tests/test_redir.py"
"tests/test_runtime.py"
"tests/test_sender.py"
"tests/test_start_method.py"
"tests/test_tb_watcher.py"
"tests/test_telemetry_full.py"
"tests/wandb_agent_test.py"
"tests/wandb_artifacts_test.py"
"tests/wandb_integration_test.py"
"tests/wandb_run_test.py"
"tests/wandb_settings_test.py"
"tests/wandb_sweep_test.py"
"tests/wandb_verify_test.py"
"tests/test_model_workflows.py"
# Fails and borks the pytest runner as well.
"tests/wandb_test.py"
# Tries to access /homeless-shelter
"tests/test_tables.py"
];
# Disable test that fails on darwin due to issue with python3Packages.psutil:
# https://github.com/giampaolo/psutil/issues/1219
disabledTests = lib.optional stdenv.isDarwin "test_tpu_system_stats";
checkInputs = [
azure-core
bokeh
flask
jsonref
jsonschema
matplotlib
nbformat
pandas
pydantic
pytest-mock
pytest-xdist
pytestCheckHook
scikit-learn
tqdm
];
pythonImportsCheck = [ "wandb" ];
meta = with lib; {
description = "A CLI and library for interacting with the Weights and Biases API";
homepage = "https://github.com/wandb/client";
license = licenses.mit;
maintainers = with maintainers; [ samuela ];
};
}
|