In our repository,
=================================== FAILURES ===================================
____________________ test[ mlflow/tracking/fluent.py:1834 ] ____________________
_ = ' mlflow/tracking/fluent.py:1834 '
@pytest.mark.parametrize('_', [' mlflow/tracking/fluent.py:1834 '])
def test(_):
import mlflow
mlflow.autolog(log_models=False, exclusive=True)
import sklearn
> mlflow.sklearn.autolog(log_models=True)
_ = ' mlflow/tracking/fluent.py:1834 '
mlflow = <module 'mlflow' from '/home/circleci/project/mlflow/__init__.py'>
sklearn = <module 'sklearn' from '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/sklearn/__init__.py'>
.examples/test_mlflow_tracking_fluent_autolog_21.py:13:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
../mlflow/utils/autologging_utils/__init__.py:414: in autolog
return _autolog(*args, **kwargs)
_autolog = <function autolog at 0x7f6a382b13a0>
args = ()
config_to_store = {'disable': False,
'disable_for_unsupported_versions': False,
'exclusive': False,
'log_datasets': True,
'log_input_examples': False,
'log_model_signatures': True,
'log_models': True,
'log_post_training_metrics': True,
'max_tuning_runs': 5,
'pos_label': None,
'registered_model_name': None,
'serialization_format': 'cloudpickle',
'silent': False}
default_params = {'disable': False,
'disable_for_unsupported_versions': False,
'exclusive': False,
'log_datasets': True,
'log_input_examples': False,
'log_model_signatures': True,
'log_models': True,
'log_post_training_metrics': True,
'max_tuning_runs': 5,
'pos_label': None,
'registered_model_name': None,
'serialization_format': 'cloudpickle',
'silent': False}
is_silent_mode = False
kwargs = {'log_models': True}
name = 'sklearn'
param_spec = mappingproxy(OrderedDict([('log_input_examples',
<Parameter "log_input_examples=False">),
('log_model_signatures',
<Parameter "log_model_signatures=True">),
('log_models', <Parameter "log_models=True">),
('log_datasets', <Parameter "log_datasets=True">),
('disable', <Parameter "disable=False">),
('exclusive', <Parameter "exclusive=False">),
('disable_for_unsupported_versions',
<Parameter "disable_for_unsupported_versions=False">),
('silent', <Parameter "silent=False">),
('max_tuning_runs', <Parameter "max_tuning_runs=5">),
('log_post_training_metrics',
<Parameter "log_post_training_metrics=True">),
('serialization_format',
<Parameter "serialization_format='cloudpickle'">),
('registered_model_name',
<Parameter "registered_model_name=None">),
('pos_label', <Parameter "pos_label=None">)]))
../mlflow/sklearn/__init__.py:1239: in autolog
_autolog(
disable = False
disable_for_unsupported_versions = False
exclusive = False
log_datasets = True
log_input_examples = False
log_model_signatures = True
log_models = True
log_post_training_metrics = True
max_tuning_runs = 5
pos_label = None
registered_model_name = None
serialization_format = 'cloudpickle'
silent = False
../mlflow/sklearn/__init__.py:1799: in _autolog
estimators_to_patch = _gen_estimators_to_patch()
_TRAINING_PREFIX = 'training_'
_all_estimators = <function _all_estimators at 0x7f6aeb2d7280>
_apply_sklearn_descriptor_unbound_method_call_fix = <function _autolog.<locals>._apply_sklearn_descriptor_unbound_method_call_fix at 0x7f6aeb2d7820>
_create_child_runs_for_parameter_search = <function _create_child_runs_for_parameter_search at 0x7f6aeb2d70d0>
_gen_lightgbm_sklearn_estimators_to_patch = <function _gen_lightgbm_sklearn_estimators_to_patch at 0x7f6aeb2de670>
_gen_xgboost_sklearn_estimators_to_patch = <function _gen_xgboost_sklearn_estimators_to_patch at 0x7f6aeb2de5e0>
_get_X_y_and_sample_weight = <function _get_X_y_and_sample_weight at 0x7f6aeb2de790>
_get_estimator_info_tags = <function _get_estimator_info_tags at 0x7f6aeb2de700>
_get_meta_estimators_for_autologging = <function _get_meta_estimators_for_autologging at 0x7f6aeb2dee50>
_is_parameter_search_estimator = <function _is_parameter_search_estimator at 0x7f6aeb2deee0>
_log_estimator_content = <function _log_estimator_content at 0x7f6aeb2dedc0>
_log_parameter_search_results_as_artifact = <function _log_parameter_search_results_as_artifact at 0x7f6aeb2def70>
_log_posttraining_metadata = <function _autolog.<locals>._log_posttraining_metadata at 0x7f6aeb2d7700>
_log_pretraining_metadata = <function _autolog.<locals>._log_pretraining_metadata at 0x7f6aeb2d7790>
context_registry = <module 'mlflow.tracking.context.registry' from '/home/circleci/project/mlflow/tracking/context/registry.py'>
disable = False
disable_for_unsupported_versions = False
exclusive = False
fit_mlflow = <function _autolog.<locals>.fit_mlflow at 0x7f6b00b150d0>
fit_mlflow_xgboost_and_lightgbm = <function _autolog.<locals>.fit_mlflow_xgboost_and_lightgbm at 0x7f6b009f35e0>
flavor_name = 'sklearn'
infer_signature = <function infer_signature at 0x7f6aa6e75a60>
log_datasets = True
log_input_examples = False
log_model_signatures = True
log_models = True
log_post_training_metrics = True
max_tuning_runs = 5
patched_fit = <function _autolog.<locals>.patched_fit at 0x7f6aeb2d7670>
patched_metric_api = <function _autolog.<locals>.patched_metric_api at 0x7f6aeb2d7550>
patched_model_score = <function _autolog.<locals>.patched_model_score at 0x7f6aeb2d73a0>
patched_predict = <function _autolog.<locals>.patched_predict at 0x7f6aeb2d75e0>
pd = <module 'pandas' from '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/pandas/__init__.py'>
pos_label = None
serialization_format = 'cloudpickle'
silent = False
sklearn = <module 'sklearn' from '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/sklearn/__init__.py'>
../mlflow/sklearn/__init__.py:97: in _gen_estimators_to_patch
_, estimators_to_patch = zip(*_all_estimators())
_all_estimators = <function _all_estimators at 0x7f6aeb2d7280>
_get_meta_estimators_for_autologging = <function _get_meta_estimators_for_autologging at 0x7f6aeb2dee50>
../mlflow/sklearn/utils.py:856: in _all_estimators
return all_estimators()
all_estimators = <function all_estimators at 0x7f6b005e9430>
../../.pyenv/versions/3.8.17/lib/python3.8/site-packages/sklearn/utils/discovery.py:63: in all_estimators
for _, module_name, _ in pkgutil.walk_packages(path=[root], prefix="sklearn."):
BaseEstimator = <class 'sklearn.base.BaseEstimator'>
ClassifierMixin = <class 'sklearn.base.ClassifierMixin'>
ClusterMixin = <class 'sklearn.base.ClusterMixin'>
IS_PYPY = False
RegressorMixin = <class 'sklearn.base.RegressorMixin'>
TransformerMixin = <class 'sklearn.base.TransformerMixin'>
_ = True
all_classes = []
ignore_warnings = <function ignore_warnings at 0x7f6aeb2d7c10>
is_abstract = <function all_estimators.<locals>.is_abstract at 0x7f6aeb185af0>
module_name = 'sklearn._build_utils'
module_parts = ['sklearn', '_build_utils']
root = '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/sklearn'
type_filter = None
../../.pyenv/versions/3.8.17/lib/python3.8/pkgutil.py:92: in walk_packages
__import__(info.name)
info = ModuleInfo(module_finder=FileFinder('/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/sklearn'), name='sklearn._build_utils', ispkg=True)
onerror = None
path = ['/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/sklearn/__check_build']
prefix = 'sklearn.'
seen = <function walk_packages.<locals>.seen at 0x7f6aeb185d30>
../../.pyenv/versions/3.8.17/lib/python3.8/site-packages/sklearn/_build_utils/__init__.py:12: in <module>
from .pre_build_helpers import basic_check_build
__builtins__ = <builtins>
__cached__ = '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/sklearn/_build_utils/__pycache__/__init__.cpython-38.pyc'
__doc__ = '\nUtilities useful during the build.\n'
__file__ = '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/sklearn/_build_utils/__init__.py'
__loader__ = <_frozen_importlib_external.SourceFileLoader object at 0x7f6aeb16dcd0>
__name__ = 'sklearn._build_utils'
__package__ = 'sklearn._build_utils'
__path__ = ['/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/sklearn/_build_utils']
__spec__ = ModuleSpec(name='sklearn._build_utils', loader=<_frozen_importlib_external.SourceFileLoader object at 0x7f6aeb16dcd0>, origin='/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/sklearn/_build_utils/__init__.py', submodule_search_locations=['/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/sklearn/_build_utils'])
contextlib = <module 'contextlib' from '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/contextlib.py'>
os = <module 'os' from '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/os.py'>
sklearn = <module 'sklearn' from '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/sklearn/__init__.py'>
../../.pyenv/versions/3.8.17/lib/python3.8/site-packages/sklearn/_build_utils/pre_build_helpers.py:10: in <module>
from setuptools.command.build_ext import customize_compiler, new_compiler
__builtins__ = <builtins>
__cached__ = '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/sklearn/_build_utils/__pycache__/pre_build_helpers.cpython-38.pyc'
__doc__ = 'Helpers to check build environment before actual build of scikit-learn'
__file__ = '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/sklearn/_build_utils/pre_build_helpers.py'
__loader__ = <_frozen_importlib_external.SourceFileLoader object at 0x7f6aeb16df10>
__name__ = 'sklearn._build_utils.pre_build_helpers'
__package__ = 'sklearn._build_utils'
__spec__ = ModuleSpec(name='sklearn._build_utils.pre_build_helpers', loader=<_frozen_importlib_external.SourceFileLoader object at 0x7f6aeb16df10>, origin='/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/sklearn/_build_utils/pre_build_helpers.py')
glob = <module 'glob' from '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/glob.py'>
os = <module 'os' from '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/os.py'>
subprocess = <module 'subprocess' from '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/subprocess.py'>
sys = <module 'sys' (built-in)>
tempfile = <module 'tempfile' from '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/tempfile.py'>
textwrap = <module 'textwrap' from '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/textwrap.py'>
../../.pyenv/versions/3.8.17/lib/python3.8/site-packages/setuptools/__init__.py:7: in <module>
import _distutils_hack.override # noqa: F401
__builtins__ = <builtins>
__cached__ = '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/setuptools/__pycache__/__init__.cpython-38.pyc'
__doc__ = "Extensions to the 'distutils' for large or complex distributions"
__file__ = '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/setuptools/__init__.py'
__loader__ = <_frozen_importlib_external.SourceFileLoader object at 0x7f6aeb16d9a0>
__name__ = 'setuptools'
__package__ = 'setuptools'
__path__ = ['/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/setuptools']
__spec__ = ModuleSpec(name='setuptools', loader=<_frozen_importlib_external.SourceFileLoader object at 0x7f6aeb16d9a0>, origin='/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/setuptools/__init__.py', submodule_search_locations=['/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/setuptools'])
functools = <module 'functools' from '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/functools.py'>
os = <module 'os' from '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/os.py'>
re = <module 're' from '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/re.py'>
../../.pyenv/versions/3.8.17/lib/python3.8/site-packages/_distutils_hack/override.py:1: in <module>
__import__('_distutils_hack').do_override()
__builtins__ = <builtins>
__cached__ = '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/_distutils_hack/__pycache__/override.cpython-38.pyc'
__doc__ = None
__file__ = '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/_distutils_hack/override.py'
__loader__ = <_frozen_importlib_external.SourceFileLoader object at 0x7f6aeb1aa6a0>
__name__ = '_distutils_hack.override'
__package__ = '_distutils_hack'
__spec__ = ModuleSpec(name='_distutils_hack.override', loader=<_frozen_importlib_external.SourceFileLoader object at 0x7f6aeb1aa6a0>, origin='/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/site-packages/_distutils_hack/override.py')
../../.pyenv/versions/3.8.17/lib/python3.8/site-packages/_distutils_hack/__init__.py:77: in do_override
ensure_local_distutils()
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
def ensure_local_distutils():
import importlib
clear_distutils()
# With the DistutilsMetaFinder in place,
# perform an import to cause distutils to be
# loaded from setuptools._distutils. Ref #2906.
with shim():
importlib.import_module('distutils')
# check that submodules load as expected
core = importlib.import_module('distutils.core')
👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇
> assert '_distutils' in core.__file__, core.__file__
E AssertionError: /home/circleci/.pyenv/versions/3.8.17/lib/python3.8/distutils/core.py
core = <module 'distutils.core' from '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/distutils/core.py'>
importlib = <module 'importlib' from '/home/circleci/.pyenv/versions/3.8.17/lib/python3.8/importlib/__init__.py'>
../../.pyenv/versions/3.8.17/lib/python3.8/site-packages/_distutils_hack/__init__.py:64: AssertionError