326 lines
12 KiB
Nix
326 lines
12 KiB
Nix
{
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lib,
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stdenv,
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appdirs,
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azure-containerregistry,
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azure-core,
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azure-identity,
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azure-storage-blob,
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bokeh,
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boto3,
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buildPythonPackage,
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click,
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docker-pycreds,
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fetchFromGitHub,
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flask,
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git,
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gitpython,
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google-cloud-artifact-registry,
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google-cloud-compute,
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google-cloud-storage,
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hypothesis,
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imageio,
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jsonref,
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jsonschema,
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keras,
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kubernetes,
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matplotlib,
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mlflow,
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moviepy,
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nbclient,
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nbformat,
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pandas,
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parameterized,
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pathtools,
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protobuf,
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psutil,
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pydantic,
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pyfakefs,
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pytest-mock,
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pytest-xdist,
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pytestCheckHook,
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pythonOlder,
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pythonRelaxDepsHook,
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pyyaml,
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requests,
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responses,
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scikit-learn,
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sentry-sdk,
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setproctitle,
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setuptools,
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soundfile,
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substituteAll,
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torch,
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tqdm,
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}:
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buildPythonPackage rec {
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pname = "wandb";
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version = "0.16.0";
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format = "pyproject";
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disabled = pythonOlder "3.6";
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src = fetchFromGitHub {
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owner = pname;
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repo = pname;
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rev = "refs/tags/v${version}";
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hash = "sha256-XXs9KjiAPzZ932r4UJ87RpM+qhg/bNDWEYsq2Ua6SRw=";
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};
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patches = [
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# Replace git paths
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(substituteAll {
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src = ./hardcode-git-path.patch;
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git = "${lib.getBin git}/bin/git";
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})
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];
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nativeBuildInputs = [
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pythonRelaxDepsHook
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setuptools
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];
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# setuptools is necessary since pkg_resources is required at runtime.
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propagatedBuildInputs = [
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appdirs
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click
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docker-pycreds
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gitpython
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pathtools
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protobuf
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psutil
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pyyaml
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requests
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sentry-sdk
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setproctitle
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setuptools
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];
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__darwinAllowLocalNetworking = true;
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nativeCheckInputs = [
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azure-containerregistry
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azure-core
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azure-identity
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azure-storage-blob
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bokeh
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boto3
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flask
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google-cloud-artifact-registry
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google-cloud-compute
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google-cloud-storage
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hypothesis
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imageio
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jsonref
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jsonschema
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keras
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kubernetes
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matplotlib
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mlflow
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moviepy
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nbclient
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nbformat
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pandas
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parameterized
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pydantic
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pyfakefs
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pytest-mock
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pytest-xdist
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pytestCheckHook
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responses
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scikit-learn
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soundfile
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torch
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tqdm
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];
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# Set BOKEH_CDN_VERSION to stop bokeh throwing an exception in tests
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preCheck = ''
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export HOME=$(mktemp -d)
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export BOKEH_CDN_VERSION=${bokeh.version}
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'';
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pythonRelaxDeps = [ "protobuf" ];
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pytestFlagsArray = [
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# We want to run only unit tests
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"tests/pytest_tests"
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];
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disabledTestPaths =
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[
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# Tests that try to get chatty over sockets or spin up servers, not possible in the nix build environment.
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"tests/pytest_tests/system_tests/test_notebooks/test_notebooks.py"
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"tests/pytest_tests/unit_tests_old/test_cli.py"
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"tests/pytest_tests/unit_tests_old/test_data_types.py"
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"tests/pytest_tests/unit_tests_old/test_file_stream.py"
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"tests/pytest_tests/unit_tests_old/test_file_upload.py"
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"tests/pytest_tests/unit_tests_old/test_footer.py"
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"tests/pytest_tests/unit_tests_old/test_internal_api.py"
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"tests/pytest_tests/unit_tests_old/test_metric_internal.py"
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"tests/pytest_tests/unit_tests_old/test_public_api.py"
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"tests/pytest_tests/unit_tests_old/test_runtime.py"
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"tests/pytest_tests/unit_tests_old/test_sender.py"
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"tests/pytest_tests/unit_tests_old/test_summary.py"
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"tests/pytest_tests/unit_tests_old/test_tb_watcher.py"
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"tests/pytest_tests/unit_tests_old/test_time_resolution.py"
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"tests/pytest_tests/unit_tests_old/test_wandb_agent.py"
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"tests/pytest_tests/unit_tests_old/test_wandb_integration.py"
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"tests/pytest_tests/unit_tests_old/test_wandb_run.py"
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"tests/pytest_tests/unit_tests_old/test_wandb.py"
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"tests/pytest_tests/unit_tests_old/tests_launch/test_launch_aws.py"
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"tests/pytest_tests/unit_tests_old/tests_launch/test_launch_cli.py"
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"tests/pytest_tests/unit_tests_old/tests_launch/test_launch_docker.py"
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"tests/pytest_tests/unit_tests_old/tests_launch/test_launch.py"
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"tests/pytest_tests/unit_tests/test_cli.py"
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"tests/pytest_tests/unit_tests/test_data_types.py"
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"tests/pytest_tests/unit_tests/test_internal_api.py"
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"tests/pytest_tests/unit_tests/test_mode_disabled.py"
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"tests/pytest_tests/unit_tests/test_model_workflows.py"
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"tests/pytest_tests/unit_tests/test_plots.py"
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"tests/pytest_tests/unit_tests/test_public_api.py"
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"tests/pytest_tests/unit_tests/test_sender.py"
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"tests/pytest_tests/unit_tests/test_util.py"
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"tests/pytest_tests/unit_tests/test_wandb_verify.py"
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# Requires docker access
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"tests/pytest_tests/system_tests/test_artifacts/test_artifact_saver.py"
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"tests/pytest_tests/system_tests/test_artifacts/test_misc.py"
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"tests/pytest_tests/system_tests/test_artifacts/test_misc2.py"
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"tests/pytest_tests/system_tests/test_artifacts/test_object_references.py"
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"tests/pytest_tests/system_tests/test_artifacts/test_wandb_artifacts_full.py"
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"tests/pytest_tests/system_tests/test_artifacts/test_wandb_artifacts.py"
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"tests/pytest_tests/system_tests/test_core/test_cli_full.py"
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"tests/pytest_tests/system_tests/test_core/test_data_types_full.py"
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"tests/pytest_tests/system_tests/test_core/test_file_stream_internal.py"
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"tests/pytest_tests/system_tests/test_core/test_file_upload.py"
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"tests/pytest_tests/system_tests/test_core/test_footer.py"
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"tests/pytest_tests/system_tests/test_core/test_keras_full.py"
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"tests/pytest_tests/system_tests/test_core/test_label_full.py"
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"tests/pytest_tests/system_tests/test_core/test_metric_full.py"
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"tests/pytest_tests/system_tests/test_core/test_metric_internal.py"
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"tests/pytest_tests/system_tests/test_core/test_mode_disabled_full.py"
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"tests/pytest_tests/system_tests/test_core/test_model_workflow.py"
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"tests/pytest_tests/system_tests/test_core/test_mp_full.py"
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"tests/pytest_tests/system_tests/test_core/test_public_api.py"
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"tests/pytest_tests/system_tests/test_core/test_redir_full.py"
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"tests/pytest_tests/system_tests/test_core/test_report_api.py"
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"tests/pytest_tests/system_tests/test_core/test_save_policies.py"
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"tests/pytest_tests/system_tests/test_core/test_sender.py"
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"tests/pytest_tests/system_tests/test_core/test_start_method.py"
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"tests/pytest_tests/system_tests/test_core/test_system_info.py"
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"tests/pytest_tests/system_tests/test_core/test_tb_watcher.py"
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"tests/pytest_tests/system_tests/test_core/test_telemetry_full.py"
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"tests/pytest_tests/system_tests/test_core/test_time_resolution.py"
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"tests/pytest_tests/system_tests/test_core/test_torch_full.py"
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"tests/pytest_tests/system_tests/test_core/test_validation_data_logger.py"
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"tests/pytest_tests/system_tests/test_core/test_wandb_init.py"
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"tests/pytest_tests/system_tests/test_core/test_wandb_integration.py"
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"tests/pytest_tests/system_tests/test_core/test_wandb_run.py"
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"tests/pytest_tests/system_tests/test_core/test_wandb_settings.py"
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"tests/pytest_tests/system_tests/test_core/test_wandb_tensorflow.py"
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"tests/pytest_tests/system_tests/test_core/test_wandb_verify.py"
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"tests/pytest_tests/system_tests/test_core/test_wandb.py"
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"tests/pytest_tests/system_tests/test_importers/test_import_mlflow.py"
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"tests/pytest_tests/system_tests/test_launch/test_github_reference.py"
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"tests/pytest_tests/system_tests/test_launch/test_job_status_tracker.py"
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"tests/pytest_tests/system_tests/test_launch/test_job.py"
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"tests/pytest_tests/system_tests/test_launch/test_launch_add.py"
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"tests/pytest_tests/system_tests/test_launch/test_launch_cli.py"
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"tests/pytest_tests/system_tests/test_launch/test_launch_kubernetes.py"
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"tests/pytest_tests/system_tests/test_launch/test_launch_local_container.py"
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"tests/pytest_tests/system_tests/test_launch/test_launch_run.py"
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"tests/pytest_tests/system_tests/test_launch/test_launch_sagemaker.py"
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"tests/pytest_tests/system_tests/test_launch/test_launch_sweep_cli.py"
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"tests/pytest_tests/system_tests/test_launch/test_launch_sweep.py"
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"tests/pytest_tests/system_tests/test_launch/test_launch_vertex.py"
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"tests/pytest_tests/system_tests/test_launch/test_launch.py"
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"tests/pytest_tests/system_tests/test_launch/test_wandb_reference.py"
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"tests/pytest_tests/system_tests/test_nexus/test_nexus.py"
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"tests/pytest_tests/system_tests/test_sweep/test_public_api.py"
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"tests/pytest_tests/system_tests/test_sweep/test_sweep_scheduler.py"
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"tests/pytest_tests/system_tests/test_sweep/test_sweep_utils.py"
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"tests/pytest_tests/system_tests/test_sweep/test_wandb_agent_full.py"
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"tests/pytest_tests/system_tests/test_sweep/test_wandb_agent.py"
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"tests/pytest_tests/system_tests/test_sweep/test_wandb_sweep.py"
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"tests/pytest_tests/system_tests/test_system_metrics/test_open_metrics.py"
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"tests/pytest_tests/system_tests/test_system_metrics/test_system_monitor.py"
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# Tries to access /homeless-shelter
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"tests/pytest_tests/unit_tests/test_tables.py"
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# E AssertionError: assert 'Cannot use both --async and --queue with wandb launch' in 'wandb: ERROR Find detailed error logs at: /build/source/wandb/debug-cli.nixbld.log\nError: The wandb service process exited with 1. Ensure that `sys.executable` is a valid python interpreter. You can override it with the `_executable` setting or with the `WANDB__EXECUTABLE` environment variable.\n'
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# E + where 'wandb: ERROR Find detailed error logs at: /build/source/wandb/debug-cli.nixbld.log\nError: The wandb service process exited with 1. Ensure that `sys.executable` is a valid python interpreter. You can override it with the `_executable` setting or with the `WANDB__EXECUTABLE` environment variable.\n' = <Result SystemExit(1)>.output
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"tests/pytest_tests/unit_tests_old/tests_launch/test_launch_jobs.py"
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# Requires google-cloud-aiplatform which is not packaged as of 2023-04-25.
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"tests/pytest_tests/unit_tests/test_launch/test_runner/test_vertex.py"
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# Requires google-cloud-artifact-registry which is not packaged as of 2023-04-25.
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"tests/pytest_tests/unit_tests/test_launch/test_registry/test_gcp_artifact_registry.py"
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# Requires kfp which is not packaged as of 2023-04-25.
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"tests/pytest_tests/system_tests/test_core/test_kfp.py"
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# Requires kubernetes_asyncio which is not packaged as of 2024-01-14.
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"tests/pytest_tests/unit_tests/test_launch/test_builder/test_kaniko.py"
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"tests/pytest_tests/unit_tests/test_launch/test_runner/test_kubernetes.py"
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"tests/pytest_tests/unit_tests/test_launch/test_runner/test_safe_watch.py"
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# Requires metaflow which is not packaged as of 2023-04-25.
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"tests/pytest_tests/unit_tests/test_metaflow.py"
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# Requires tensorflow which is broken as of 2023-09-03
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"tests/pytest_tests/unit_tests/test_keras.py"
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# Try to get hardware information, not possible in the nix build environment
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"tests/pytest_tests/unit_tests/test_system_metrics/test_disk.py"
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# See https://github.com/wandb/wandb/issues/5423
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"tests/pytest_tests/unit_tests/test_docker.py"
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"tests/pytest_tests/unit_tests/test_library_public.py"
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# See https://github.com/wandb/wandb/issues/6836
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"tests/pytest_tests/unit_tests_old/test_logging.py"
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]
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++ lib.optionals stdenv.isLinux [
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# Same as above
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"tests/pytest_tests/unit_tests/test_artifacts/test_storage.py"
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]
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++ lib.optionals stdenv.isDarwin [
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# Same as above
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"tests/pytest_tests/unit_tests/test_lib/test_filesystem.py"
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];
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disabledTests =
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[
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# Timing sensitive
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"test_login_timeout"
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# Tensorflow 2.13 is too old for the current version of keras
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# ModuleNotFoundError: No module named 'keras.api._v2'
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"test_saved_model_keras"
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"test_sklearn_saved_model"
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"test_pytorch_saved_model"
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"test_tensorflow_keras_saved_model"
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]
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++ lib.optionals stdenv.isDarwin [
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# Disable test that fails on darwin due to issue with python3Packages.psutil:
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# https://github.com/giampaolo/psutil/issues/1219
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"test_tpu_system_stats"
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];
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pythonImportsCheck = [ "wandb" ];
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# unmaintainable list of disabled tests
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passthru.skipBulkUpdate = true;
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meta = with lib; {
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description = "A CLI and library for interacting with the Weights and Biases API";
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homepage = "https://github.com/wandb/wandb";
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changelog = "https://github.com/wandb/wandb/raw/v${version}/CHANGELOG.md";
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license = licenses.mit;
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maintainers = with maintainers; [ samuela ];
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};
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}
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