id int64 0 328k | repository_name stringlengths 7 58 | file_path stringlengths 9 302 | class_name stringlengths 5 256 | human_written_code stringlengths 16 2.16M | class_skeleton stringlengths 18 1.49M ⌀ | total_program_units int64 1 1.76k | total_doc_str int64 0 771 | AvgCountLine float64 0 7.89k | AvgCountLineBlank float64 0 297 | AvgCountLineCode float64 0 7.89k | AvgCountLineComment float64 0 7.89k | AvgCyclomatic float64 0 130 | CommentToCodeRatio float64 0 168 | CountClassBase float64 0 40 | CountClassCoupled float64 0 583 | CountClassCoupledModified float64 0 575 | CountClassDerived float64 0 5.35k | CountDeclInstanceMethod float64 0 529 | CountDeclInstanceVariable float64 0 296 | CountDeclMethod float64 0 599 | CountDeclMethodAll float64 0 1.12k | CountLine float64 1 40.4k | CountLineBlank float64 0 8.16k | CountLineCode float64 1 25.7k | CountLineCodeDecl float64 1 8.15k | CountLineCodeExe float64 0 24.2k | CountLineComment float64 0 16.5k | CountStmt float64 1 9.71k | CountStmtDecl float64 1 8.15k | CountStmtExe float64 0 9.69k | MaxCyclomatic float64 0 759 | MaxInheritanceTree float64 0 16 | MaxNesting float64 0 34 | SumCyclomatic float64 0 2.9k |
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322,900 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_param_validation.py | sklearn.utils._param_validation.Hidden | class Hidden:
"""Class encapsulating a constraint not meant to be exposed to the user.
Parameters
----------
constraint : str or _Constraint instance
The constraint to be used internally.
"""
def __init__(self, constraint):
self.constraint = constraint | class Hidden:
'''Class encapsulating a constraint not meant to be exposed to the user.
Parameters
----------
constraint : str or _Constraint instance
The constraint to be used internally.
'''
def __init__(self, constraint):
pass | 2 | 1 | 2 | 0 | 2 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 11 | 2 | 3 | 3 | 1 | 6 | 3 | 3 | 1 | 1 | 0 | 0 | 1 |
322,901 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_param_validation.py | sklearn.utils._param_validation.Interval | from numbers import Integral, Real
import operator
import numpy as np
class Interval(_Constraint):
"""Constraint representing a typed interval.
Parameters
----------
type : {numbers.Integral, numbers.Real, RealNotInt}
The set of numbers in which to set the interval.
If RealNotInt, onl... |
class Interval(_Constraint):
'''Constraint representing a typed interval.
Parameters
----------
type : {numbers.Integral, numbers.Real, RealNotInt}
The set of numbers in which to set the interval.
If RealNotInt, only reals that don't have the integer type
are allowed. For exampl... | 6 | 1 | 17 | 2 | 14 | 0 | 6 | 0.38 | 1 | 7 | 1 | 0 | 5 | 4 | 5 | 28 | 123 | 22 | 73 | 20 | 67 | 28 | 56 | 20 | 50 | 11 | 5 | 2 | 30 |
322,902 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_param_validation.py | sklearn.utils._param_validation.InvalidParameterError | class InvalidParameterError(ValueError, TypeError):
"""Custom exception to be raised when the parameter of a class/method/function
does not have a valid type or value.
""" | class InvalidParameterError(ValueError, TypeError):
'''Custom exception to be raised when the parameter of a class/method/function
does not have a valid type or value.
'''
pass | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 12 | 4 | 0 | 1 | 1 | 0 | 3 | 1 | 1 | 0 | 0 | 4 | 0 | 0 |
322,903 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_param_validation.py | sklearn.utils._param_validation.MissingValues | from numbers import Integral, Real
class MissingValues(_Constraint):
"""Helper constraint for the `missing_values` parameters.
Convenience for
[
Integral,
Interval(Real, None, None, closed="both"),
str, # when numeric_only is False
None, # when numeric_only is False
... |
class MissingValues(_Constraint):
'''Helper constraint for the `missing_values` parameters.
Convenience for
[
Integral,
Interval(Real, None, None, closed="both"),
str, # when numeric_only is False
None, # when numeric_only is False
_NanConstraint(),
_Panda... | 4 | 1 | 7 | 1 | 6 | 0 | 1 | 0.84 | 1 | 9 | 5 | 0 | 3 | 2 | 3 | 26 | 43 | 8 | 19 | 6 | 15 | 16 | 11 | 6 | 7 | 2 | 5 | 1 | 4 |
322,904 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_param_validation.py | sklearn.utils._param_validation.Options | class Options(_Constraint):
"""Constraint representing a finite set of instances of a given type.
Parameters
----------
type : type
options : set
The set of valid scalars.
deprecated : set or None, default=None
A subset of the `options` to mark as deprecated in the string
... | class Options(_Constraint):
'''Constraint representing a finite set of instances of a given type.
Parameters
----------
type : type
options : set
The set of valid scalars.
deprecated : set or None, default=None
A subset of the `options` to mark as deprecated in the string
... | 5 | 2 | 5 | 0 | 5 | 0 | 2 | 0.55 | 1 | 3 | 0 | 1 | 4 | 3 | 4 | 27 | 39 | 8 | 20 | 10 | 15 | 11 | 18 | 10 | 13 | 2 | 5 | 1 | 6 |
322,905 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_param_validation.py | sklearn.utils._param_validation.RealNotInt | from numbers import Integral, Real
class RealNotInt(Real):
"""A type that represents reals that are not instances of int.
Behaves like float, but also works with values extracted from numpy arrays.
isintance(1, RealNotInt) -> False
isinstance(1.0, RealNotInt) -> True
""" |
class RealNotInt(Real):
'''A type that represents reals that are not instances of int.
Behaves like float, but also works with values extracted from numpy arrays.
isintance(1, RealNotInt) -> False
isinstance(1.0, RealNotInt) -> True
'''
pass | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 5 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 56 | 7 | 1 | 1 | 1 | 0 | 5 | 1 | 1 | 0 | 0 | 6 | 0 | 0 |
322,906 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_param_validation.py | sklearn.utils._param_validation.StrOptions | class StrOptions(Options):
"""Constraint representing a finite set of strings.
Parameters
----------
options : set of str
The set of valid strings.
deprecated : set of str or None, default=None
A subset of the `options` to mark as deprecated in the string
representation of ... | class StrOptions(Options):
'''Constraint representing a finite set of strings.
Parameters
----------
options : set of str
The set of valid strings.
deprecated : set of str or None, default=None
A subset of the `options` to mark as deprecated in the string
representation of th... | 2 | 1 | 2 | 0 | 2 | 0 | 1 | 3 | 1 | 2 | 0 | 0 | 1 | 0 | 1 | 28 | 15 | 3 | 3 | 2 | 1 | 9 | 3 | 2 | 1 | 1 | 6 | 0 | 1 |
322,907 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_param_validation.py | sklearn.utils._param_validation._ArrayLikes | from .validation import _is_arraylike_not_scalar
class _ArrayLikes(_Constraint):
"""Constraint representing array-likes"""
def is_satisfied_by(self, val):
return _is_arraylike_not_scalar(val)
def __str__(self):
return 'an array-like' |
class _ArrayLikes(_Constraint):
'''Constraint representing array-likes'''
def is_satisfied_by(self, val):
pass
def __str__(self):
pass | 3 | 1 | 2 | 0 | 2 | 0 | 1 | 0.2 | 1 | 0 | 0 | 0 | 2 | 0 | 2 | 25 | 8 | 2 | 5 | 3 | 2 | 1 | 5 | 3 | 2 | 1 | 5 | 0 | 2 |
322,908 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_param_validation.py | sklearn.utils._param_validation._Booleans | import numpy as np
class _Booleans(_Constraint):
"""Constraint representing boolean likes.
Convenience class for
[bool, np.bool_]
"""
def __init__(self):
super().__init__()
self._constraints = [_InstancesOf(bool), _InstancesOf(np.bool_)]
def is_satisfied_by(self, val):
... |
class _Booleans(_Constraint):
'''Constraint representing boolean likes.
Convenience class for
[bool, np.bool_]
'''
def __init__(self):
pass
def is_satisfied_by(self, val):
pass
def __str__(self):
pass | 4 | 1 | 4 | 0 | 4 | 0 | 1 | 0.29 | 1 | 4 | 1 | 0 | 3 | 1 | 3 | 26 | 22 | 4 | 14 | 5 | 10 | 4 | 8 | 5 | 4 | 1 | 5 | 0 | 3 |
322,909 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_param_validation.py | sklearn.utils._param_validation._CVObjects | from numbers import Integral, Real
class _CVObjects(_Constraint):
"""Constraint representing cv objects.
Convenient class for
[
Interval(Integral, 2, None, closed="left"),
HasMethods(["split", "get_n_splits"]),
_IterablesNotString(),
None,
]
"""
def __init__(se... |
class _CVObjects(_Constraint):
'''Constraint representing cv objects.
Convenient class for
[
Interval(Integral, 2, None, closed="left"),
HasMethods(["split", "get_n_splits"]),
_IterablesNotString(),
None,
]
'''
def __init__(self):
pass
def is_satisf... | 4 | 1 | 5 | 0 | 5 | 0 | 1 | 0.56 | 1 | 7 | 4 | 0 | 3 | 1 | 3 | 26 | 29 | 4 | 16 | 5 | 12 | 9 | 8 | 5 | 4 | 1 | 5 | 0 | 3 |
322,910 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_param_validation.py | sklearn.utils._param_validation._Callables | class _Callables(_Constraint):
"""Constraint representing callables."""
def is_satisfied_by(self, val):
return callable(val)
def __str__(self):
return 'a callable' | class _Callables(_Constraint):
'''Constraint representing callables.'''
def is_satisfied_by(self, val):
pass
def __str__(self):
pass | 3 | 1 | 2 | 0 | 2 | 0 | 1 | 0.2 | 1 | 0 | 0 | 0 | 2 | 0 | 2 | 25 | 8 | 2 | 5 | 3 | 2 | 1 | 5 | 3 | 2 | 1 | 5 | 0 | 2 |
322,911 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_param_validation.py | sklearn.utils._param_validation._Constraint | from abc import ABC, abstractmethod
class _Constraint(ABC):
"""Base class for the constraint objects."""
def __init__(self):
self.hidden = False
@abstractmethod
def is_satisfied_by(self, val):
"""Whether or not a value satisfies the constraint.
Parameters
----------
... |
class _Constraint(ABC):
'''Base class for the constraint objects.'''
def __init__(self):
pass
@abstractmethod
def is_satisfied_by(self, val):
'''Whether or not a value satisfies the constraint.
Parameters
----------
val : object
The value to check.
... | 6 | 3 | 6 | 1 | 1 | 4 | 1 | 1.71 | 1 | 0 | 0 | 16 | 3 | 1 | 3 | 23 | 24 | 5 | 7 | 7 | 1 | 12 | 5 | 5 | 1 | 1 | 4 | 0 | 3 |
322,912 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_param_validation.py | sklearn.utils._param_validation._InstancesOf | class _InstancesOf(_Constraint):
"""Constraint representing instances of a given type.
Parameters
----------
type : type
The valid type.
"""
def __init__(self, type):
super().__init__()
self.type = type
def is_satisfied_by(self, val):
return isinstance(val,... | class _InstancesOf(_Constraint):
'''Constraint representing instances of a given type.
Parameters
----------
type : type
The valid type.
'''
def __init__(self, type):
pass
def is_satisfied_by(self, val):
pass
def __str__(self):
pass | 4 | 1 | 2 | 0 | 2 | 0 | 1 | 0.75 | 1 | 1 | 0 | 0 | 3 | 1 | 3 | 26 | 18 | 4 | 8 | 5 | 4 | 6 | 8 | 5 | 4 | 1 | 5 | 0 | 3 |
322,913 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_param_validation.py | sklearn.utils._param_validation._IterablesNotString | from collections.abc import Iterable
class _IterablesNotString(_Constraint):
"""Constraint representing iterables that are not strings."""
def is_satisfied_by(self, val):
return isinstance(val, Iterable) and (not isinstance(val, str))
def __str__(self):
return 'an iterable' |
class _IterablesNotString(_Constraint):
'''Constraint representing iterables that are not strings.'''
def is_satisfied_by(self, val):
pass
def __str__(self):
pass | 3 | 1 | 2 | 0 | 2 | 0 | 1 | 0.2 | 1 | 2 | 0 | 0 | 2 | 0 | 2 | 25 | 8 | 2 | 5 | 3 | 2 | 1 | 5 | 3 | 2 | 1 | 5 | 0 | 2 |
322,914 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_param_validation.py | sklearn.utils._param_validation._NanConstraint | from numbers import Integral, Real
import math
class _NanConstraint(_Constraint):
"""Constraint representing the indicator `np.nan`."""
def is_satisfied_by(self, val):
return not isinstance(val, Integral) and isinstance(val, Real) and math.isnan(val)
def __str__(self):
return 'numpy.nan' |
class _NanConstraint(_Constraint):
'''Constraint representing the indicator `np.nan`.'''
def is_satisfied_by(self, val):
pass
def __str__(self):
pass | 3 | 1 | 3 | 0 | 3 | 0 | 1 | 0.14 | 1 | 2 | 0 | 0 | 2 | 0 | 2 | 25 | 10 | 2 | 7 | 3 | 4 | 1 | 5 | 3 | 2 | 1 | 5 | 0 | 2 |
322,915 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_param_validation.py | sklearn.utils._param_validation._NoneConstraint | class _NoneConstraint(_Constraint):
"""Constraint representing the None singleton."""
def is_satisfied_by(self, val):
return val is None
def __str__(self):
return 'None' | class _NoneConstraint(_Constraint):
'''Constraint representing the None singleton.'''
def is_satisfied_by(self, val):
pass
def __str__(self):
pass | 3 | 1 | 2 | 0 | 2 | 0 | 1 | 0.2 | 1 | 0 | 0 | 0 | 2 | 0 | 2 | 25 | 8 | 2 | 5 | 3 | 2 | 1 | 5 | 3 | 2 | 1 | 5 | 0 | 2 |
322,916 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_param_validation.py | sklearn.utils._param_validation._PandasNAConstraint | class _PandasNAConstraint(_Constraint):
"""Constraint representing the indicator `pd.NA`."""
def is_satisfied_by(self, val):
try:
import pandas as pd
return isinstance(val, type(pd.NA)) and pd.isna(val)
except ImportError:
return False
def __str__(self):... | class _PandasNAConstraint(_Constraint):
'''Constraint representing the indicator `pd.NA`.'''
def is_satisfied_by(self, val):
pass
def __str__(self):
pass | 3 | 1 | 5 | 1 | 4 | 0 | 2 | 0.11 | 1 | 1 | 0 | 0 | 2 | 0 | 2 | 25 | 13 | 3 | 9 | 4 | 5 | 1 | 9 | 4 | 5 | 2 | 5 | 1 | 3 |
322,917 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_param_validation.py | sklearn.utils._param_validation._RandomStates | import numpy as np
from numbers import Integral, Real
class _RandomStates(_Constraint):
"""Constraint representing random states.
Convenience class for
[Interval(Integral, 0, 2**32 - 1, closed="both"), np.random.RandomState, None]
"""
def __init__(self):
super().__init__()
self._c... |
class _RandomStates(_Constraint):
'''Constraint representing random states.
Convenience class for
[Interval(Integral, 0, 2**32 - 1, closed="both"), np.random.RandomState, None]
'''
def __init__(self):
pass
def is_satisfied_by(self, val):
pass
def __str__(self):
pa... | 4 | 1 | 5 | 0 | 5 | 0 | 1 | 0.27 | 1 | 6 | 3 | 0 | 3 | 1 | 3 | 26 | 23 | 4 | 15 | 5 | 11 | 4 | 8 | 5 | 4 | 1 | 5 | 0 | 3 |
322,918 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_param_validation.py | sklearn.utils._param_validation._SparseMatrices | from scipy.sparse import csr_matrix, issparse
class _SparseMatrices(_Constraint):
"""Constraint representing sparse matrices."""
def is_satisfied_by(self, val):
return issparse(val)
def __str__(self):
return 'a sparse matrix' |
class _SparseMatrices(_Constraint):
'''Constraint representing sparse matrices.'''
def is_satisfied_by(self, val):
pass
def __str__(self):
pass | 3 | 1 | 2 | 0 | 2 | 0 | 1 | 0.2 | 1 | 0 | 0 | 0 | 2 | 0 | 2 | 25 | 8 | 2 | 5 | 3 | 2 | 1 | 5 | 3 | 2 | 1 | 5 | 0 | 2 |
322,919 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_param_validation.py | sklearn.utils._param_validation._VerboseHelper | from numbers import Integral, Real
import numpy as np
class _VerboseHelper(_Constraint):
"""Helper constraint for the verbose parameter.
Convenience class for
[Interval(Integral, 0, None, closed="left"), bool, numpy.bool_]
"""
def __init__(self):
super().__init__()
self._constrain... |
class _VerboseHelper(_Constraint):
'''Helper constraint for the verbose parameter.
Convenience class for
[Interval(Integral, 0, None, closed="left"), bool, numpy.bool_]
'''
def __init__(self):
pass
def is_satisfied_by(self, val):
pass
def __str__(self):
pass | 4 | 1 | 5 | 0 | 5 | 0 | 1 | 0.27 | 1 | 6 | 2 | 0 | 3 | 1 | 3 | 26 | 23 | 4 | 15 | 5 | 11 | 4 | 8 | 5 | 4 | 1 | 5 | 0 | 3 |
322,920 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_plotting.py | sklearn.utils._plotting._BinaryClassifierCurveDisplayMixin | from ._optional_dependencies import check_matplotlib_support
import warnings
from .validation import _check_pos_label_consistency, _num_samples
from collections.abc import Mapping
from .multiclass import type_of_target
from . import check_consistent_length
from ._response import _get_response_values_binary
class _Bina... |
class _BinaryClassifierCurveDisplayMixin:
'''Mixin class to be used in Displays requiring a binary classifier.
The aim of this class is to centralize some validations regarding the estimator and
the target and gather the response of the estimator.
'''
def _validate_plot_params(self, *, ax=None, na... | 12 | 3 | 36 | 5 | 26 | 6 | 5 | 0.23 | 0 | 7 | 0 | 4 | 1 | 0 | 6 | 6 | 235 | 35 | 163 | 43 | 131 | 37 | 79 | 18 | 71 | 15 | 0 | 3 | 32 |
322,921 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_pprint.py | sklearn.utils._pprint.KeyValTuple | class KeyValTuple(tuple):
"""Dummy class for correctly rendering key-value tuples from dicts."""
def __repr__(self):
return super().__repr__() | class KeyValTuple(tuple):
'''Dummy class for correctly rendering key-value tuples from dicts.'''
def __repr__(self):
pass | 2 | 1 | 3 | 0 | 2 | 1 | 1 | 0.67 | 1 | 1 | 0 | 1 | 1 | 0 | 1 | 21 | 6 | 1 | 3 | 2 | 1 | 2 | 3 | 2 | 1 | 1 | 2 | 0 | 1 |
322,922 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_pprint.py | sklearn.utils._pprint.KeyValTupleParam | class KeyValTupleParam(KeyValTuple):
"""Dummy class for correctly rendering key-value tuples from parameters."""
pass | class KeyValTupleParam(KeyValTuple):
'''Dummy class for correctly rendering key-value tuples from parameters.'''
pass | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0.5 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 21 | 4 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 0 | 3 | 0 | 0 |
322,923 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_pprint.py | sklearn.utils._pprint._EstimatorPrettyPrinter | from .._config import get_config
import pprint
from ..base import BaseEstimator
class _EstimatorPrettyPrinter(pprint.PrettyPrinter):
"""Pretty Printer class for estimator objects.
This extends the pprint.PrettyPrinter class, because:
- we need estimators to be printed with their parameters, e.g.
Est... |
class _EstimatorPrettyPrinter(pprint.PrettyPrinter):
'''Pretty Printer class for estimator objects.
This extends the pprint.PrettyPrinter class, because:
- we need estimators to be printed with their parameters, e.g.
Estimator(param1=value1, ...) which is not supported by default.
- the 'compact'... | 9 | 4 | 21 | 0 | 19 | 2 | 4 | 0.43 | 1 | 4 | 2 | 0 | 8 | 4 | 8 | 38 | 235 | 18 | 153 | 57 | 132 | 66 | 127 | 45 | 118 | 13 | 1 | 4 | 34 |
322,924 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_repr_html/base.py | sklearn.utils._repr_html.base.ReprHTMLMixin | from ..._config import get_config
class ReprHTMLMixin:
"""Mixin to handle consistently the HTML representation.
When inheriting from this class, you need to define an attribute `_html_repr`
which is a callable that returns the HTML representation to be shown.
"""
@property
def _repr_html_(sel... |
class ReprHTMLMixin:
'''Mixin to handle consistently the HTML representation.
When inheriting from this class, you need to define an attribute `_html_repr`
which is a callable that returns the HTML representation to be shown.
'''
@property
def _repr_html_(self):
'''HTML representation o... | 5 | 4 | 8 | 0 | 5 | 3 | 2 | 0.82 | 0 | 1 | 0 | 2 | 3 | 0 | 3 | 3 | 35 | 4 | 17 | 6 | 12 | 14 | 12 | 5 | 8 | 2 | 0 | 1 | 5 |
322,925 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_repr_html/base.py | sklearn.utils._repr_html.base._HTMLDocumentationLinkMixin | import itertools
from ..fixes import parse_version
from ... import __version__
class _HTMLDocumentationLinkMixin:
"""Mixin class allowing to generate a link to the API documentation.
This mixin relies on three attributes:
- `_doc_link_module`: it corresponds to the root module (e.g. `sklearn`). Using this... |
class _HTMLDocumentationLinkMixin:
'''Mixin class allowing to generate a link to the API documentation.
This mixin relies on three attributes:
- `_doc_link_module`: it corresponds to the root module (e.g. `sklearn`). Using this
mixin, the default value is `sklearn`.
- `_doc_link_template`: it cor... | 6 | 2 | 16 | 1 | 10 | 4 | 2 | 1.58 | 0 | 1 | 0 | 4 | 3 | 0 | 3 | 3 | 105 | 12 | 36 | 12 | 30 | 57 | 19 | 10 | 15 | 3 | 0 | 1 | 6 |
322,926 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_repr_html/estimator.py | sklearn.utils._repr_html.estimator._IDCounter | class _IDCounter:
"""Generate sequential ids with a prefix."""
def __init__(self, prefix):
self.prefix = prefix
self.count = 0
def get_id(self):
self.count += 1
return f'{self.prefix}-{self.count}' | class _IDCounter:
'''Generate sequential ids with a prefix.'''
def __init__(self, prefix):
pass
def get_id(self):
pass | 3 | 1 | 3 | 0 | 3 | 0 | 1 | 0.14 | 0 | 0 | 0 | 0 | 2 | 2 | 2 | 2 | 10 | 2 | 7 | 5 | 4 | 1 | 7 | 5 | 4 | 1 | 0 | 0 | 2 |
322,927 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_repr_html/estimator.py | sklearn.utils._repr_html.estimator._VisualBlock | class _VisualBlock:
"""HTML Representation of Estimator
Parameters
----------
kind : {'serial', 'parallel', 'single'}
kind of HTML block
estimators : list of estimators or `_VisualBlock`s or a single estimator
If kind != 'single', then `estimators` is a list of
estimators.
... | class _VisualBlock:
'''HTML Representation of Estimator
Parameters
----------
kind : {'serial', 'parallel', 'single'}
kind of HTML block
estimators : list of estimators or `_VisualBlock`s or a single estimator
If kind != 'single', then `estimators` is a list of
estimators.
... | 3 | 1 | 14 | 1 | 13 | 0 | 3 | 1.08 | 0 | 0 | 0 | 0 | 2 | 7 | 2 | 2 | 65 | 11 | 26 | 20 | 13 | 28 | 16 | 10 | 13 | 4 | 0 | 2 | 5 |
322,928 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_repr_html/params.py | sklearn.utils._repr_html.params.ParamsDict | from collections import UserDict
from sklearn.utils._repr_html.base import ReprHTMLMixin
class ParamsDict(ReprHTMLMixin, UserDict):
"""Dictionary-like class to store and provide an HTML representation.
It builds an HTML structure to be used with Jupyter notebooks or similar
environments. It allows storing... |
class ParamsDict(ReprHTMLMixin, UserDict):
'''Dictionary-like class to store and provide an HTML representation.
It builds an HTML structure to be used with Jupyter notebooks or similar
environments. It allows storing metadata to track non-default parameters.
Parameters
----------
params : dict... | 2 | 1 | 3 | 0 | 3 | 0 | 1 | 2 | 2 | 2 | 0 | 0 | 1 | 1 | 1 | 59 | 20 | 5 | 5 | 4 | 3 | 10 | 5 | 4 | 3 | 1 | 8 | 0 | 1 |
322,929 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_set_output.py | sklearn.utils._set_output.ContainerAdapterProtocol | from typing import Protocol, runtime_checkable
@runtime_checkable
class ContainerAdapterProtocol(Protocol):
container_lib: str
def create_container(self, X_output, X_original, columns, inplace=False):
"""Create container from `X_output` with additional metadata.
Parameters
----------
... | @runtime_checkable
class ContainerAdapterProtocol(Protocol):
def create_container(self, X_output, X_original, columns, inplace=False):
'''Create container from `X_output` with additional metadata.
Parameters
----------
X_output : {ndarray, dataframe}
Data to wrap.
... | 6 | 4 | 17 | 3 | 1 | 13 | 1 | 8.83 | 1 | 0 | 0 | 0 | 4 | 0 | 4 | 28 | 75 | 16 | 6 | 5 | 1 | 53 | 6 | 5 | 1 | 1 | 5 | 0 | 4 |
322,930 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_set_output.py | sklearn.utils._set_output.ContainerAdaptersManager | class ContainerAdaptersManager:
def __init__(self):
self.adapters = {}
@property
def supported_outputs(self):
return {'default'} | set(self.adapters)
def register(self, adapter):
self.adapters[adapter.container_lib] = adapter | class ContainerAdaptersManager:
def __init__(self):
pass
@property
def supported_outputs(self):
pass
def register(self, adapter):
pass | 5 | 0 | 2 | 0 | 2 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 3 | 1 | 3 | 3 | 10 | 2 | 8 | 6 | 3 | 0 | 7 | 5 | 3 | 1 | 0 | 0 | 3 |
322,931 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_set_output.py | sklearn.utils._set_output.PandasAdapter | class PandasAdapter:
container_lib = 'pandas'
def create_container(self, X_output, X_original, columns, inplace=True):
pd = check_library_installed('pandas')
columns = get_columns(columns)
if not inplace or not isinstance(X_output, pd.DataFrame):
if isinstance(X_output, pd.D... | class PandasAdapter:
def create_container(self, X_output, X_original, columns, inplace=True):
pass
def is_supported_container(self, X):
pass
def rename_columns(self, X, columns):
pass
def hstack(self, Xs):
pass | 5 | 0 | 9 | 1 | 6 | 2 | 2 | 0.28 | 0 | 0 | 0 | 0 | 4 | 0 | 4 | 4 | 40 | 8 | 25 | 10 | 20 | 7 | 23 | 10 | 18 | 5 | 0 | 2 | 8 |
322,932 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_set_output.py | sklearn.utils._set_output.PolarsAdapter | import numpy as np
class PolarsAdapter:
container_lib = 'polars'
def create_container(self, X_output, X_original, columns, inplace=True):
pl = check_library_installed('polars')
columns = get_columns(columns)
columns = columns.tolist() if isinstance(columns, np.ndarray) else columns
... |
class PolarsAdapter:
def create_container(self, X_output, X_original, columns, inplace=True):
pass
def is_supported_container(self, X):
pass
def rename_columns(self, X, columns):
pass
def hstack(self, Xs):
pass | 5 | 0 | 6 | 1 | 5 | 1 | 2 | 0.15 | 0 | 0 | 0 | 0 | 4 | 0 | 4 | 4 | 29 | 6 | 20 | 9 | 15 | 3 | 20 | 9 | 15 | 4 | 0 | 1 | 7 |
322,933 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_set_output.py | sklearn.utils._set_output._SetOutputMixin | from ._available_if import available_if
class _SetOutputMixin:
"""Mixin that dynamically wraps methods to return container based on config.
Currently `_SetOutputMixin` wraps `transform` and `fit_transform` and configures
it based on `set_output` of the global configuration.
`set_output` is only defin... |
class _SetOutputMixin:
'''Mixin that dynamically wraps methods to return container based on config.
Currently `_SetOutputMixin` wraps `transform` and `fit_transform` and configures
it based on `set_output` of the global configuration.
`set_output` is only defined if `get_feature_names_out` is defined a... | 4 | 2 | 32 | 6 | 15 | 11 | 5 | 0.9 | 0 | 4 | 0 | 10 | 2 | 1 | 2 | 2 | 75 | 16 | 31 | 8 | 27 | 28 | 25 | 7 | 22 | 6 | 0 | 2 | 9 |
322,934 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_tags.py | sklearn.utils._tags.ClassifierTags | from dataclasses import dataclass, field
@dataclass(slots=True)
class ClassifierTags:
"""Tags for the classifier.
Parameters
----------
poor_score : bool, default=False
Whether the estimator fails to provide a "reasonable" test-set
score, which currently for classification is an accura... | @dataclass(slots=True)
class ClassifierTags:
'''Tags for the classifier.
Parameters
----------
poor_score : bool, default=False
Whether the estimator fails to provide a "reasonable" test-set
score, which currently for classification is an accuracy of
0.83 on ``make_blobs(n_sample... | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 30 | 6 | 4 | 4 | 3 | 20 | 4 | 4 | 3 | 0 | 0 | 0 | 0 |
322,935 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_tags.py | sklearn.utils._tags.InputTags | from dataclasses import dataclass, field
@dataclass(slots=True)
class InputTags:
"""Tags for the input data.
Parameters
----------
one_d_array : bool, default=False
Whether the input can be a 1D array.
two_d_array : bool, default=True
Whether the input can be a 2D array. Note that... | @dataclass(slots=True)
class InputTags:
'''Tags for the input data.
Parameters
----------
one_d_array : bool, default=False
Whether the input can be a 1D array.
two_d_array : bool, default=True
Whether the input can be a 2D array. Note that most common
tests currently run onl... | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 3.55 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 62 | 12 | 11 | 11 | 10 | 39 | 11 | 11 | 10 | 0 | 0 | 0 | 0 |
322,936 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_tags.py | sklearn.utils._tags.RegressorTags | from dataclasses import dataclass, field
@dataclass(slots=True)
class RegressorTags:
"""Tags for the regressor.
Parameters
----------
poor_score : bool, default=False
Whether the estimator fails to provide a "reasonable" test-set
score, which currently for regression is an R2 of 0.5 on... | @dataclass(slots=True)
class RegressorTags:
'''Tags for the regressor.
Parameters
----------
poor_score : bool, default=False
Whether the estimator fails to provide a "reasonable" test-set
score, which currently for regression is an R2 of 0.5 on
``make_regression(n_samples=200, n... | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 5.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 15 | 2 | 2 | 2 | 1 | 11 | 2 | 2 | 1 | 0 | 0 | 0 | 0 |
322,937 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_tags.py | sklearn.utils._tags.Tags | from dataclasses import dataclass, field
@dataclass(slots=True)
class Tags:
"""Tags for the estimator.
See :ref:`estimator_tags` for more information.
Parameters
----------
estimator_type : str or None
The type of the estimator. Can be one of:
- "classifier"
- "regressor"
... | @dataclass(slots=True)
class Tags:
'''Tags for the estimator.
See :ref:`estimator_tags` for more information.
Parameters
----------
estimator_type : str or None
The type of the estimator. Can be one of:
- "classifier"
- "regressor"
- "transformer"
- "clusterer... | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 61 | 13 | 12 | 10 | 11 | 36 | 12 | 10 | 11 | 0 | 0 | 0 | 0 |
322,938 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_tags.py | sklearn.utils._tags.TargetTags | from dataclasses import dataclass, field
@dataclass(slots=True)
class TargetTags:
"""Tags for the target data.
Parameters
----------
required : bool
Whether the estimator requires y to be passed to `fit`,
`fit_predict` or `fit_transform` methods. The tag is ``True``
for estimat... | @dataclass(slots=True)
class TargetTags:
'''Tags for the target data.
Parameters
----------
required : bool
Whether the estimator requires y to be passed to `fit`,
`fit_predict` or `fit_transform` methods. The tag is ``True``
for estimators inheriting from `~sklearn.base.Regresso... | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 3.29 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 38 | 8 | 7 | 6 | 6 | 23 | 7 | 6 | 6 | 0 | 0 | 0 | 0 |
322,939 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_tags.py | sklearn.utils._tags.TransformerTags | from dataclasses import dataclass, field
@dataclass(slots=True)
class TransformerTags:
"""Tags for the transformer.
Parameters
----------
preserves_dtype : list[str], default=["float64"]
Applies only on transformers. It corresponds to the data types
which will be preserved such that `X... | @dataclass(slots=True)
class TransformerTags:
'''Tags for the transformer.
Parameters
----------
preserves_dtype : list[str], default=["float64"]
Applies only on transformers. It corresponds to the data types
which will be preserved such that `X_trans.dtype` is the same
as `X.dty... | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 6.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 17 | 2 | 2 | 2 | 1 | 13 | 2 | 2 | 1 | 0 | 0 | 0 | 0 |
322,940 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_testing.py | sklearn.utils._testing.MinimalClassifier | from sklearn.utils.validation import check_array, check_is_fitted, check_X_y
import numpy as np
from sklearn.utils import ClassifierTags, RegressorTags, Tags, TargetTags, TransformerTags
from sklearn.utils.multiclass import check_classification_targets
class MinimalClassifier:
"""Minimal classifier implementation ... |
class MinimalClassifier:
'''Minimal classifier implementation without inheriting from BaseEstimator.
This estimator should be tested with:
* `check_estimator` in `test_estimator_checks.py`;
* within a `Pipeline` in `test_pipeline.py`;
* within a `SearchCV` in `test_search.py`.
'''
def __in... | 9 | 1 | 5 | 0 | 5 | 0 | 1 | 0.16 | 0 | 3 | 3 | 0 | 8 | 3 | 8 | 8 | 54 | 11 | 37 | 18 | 27 | 6 | 31 | 18 | 21 | 2 | 0 | 1 | 9 |
322,941 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_testing.py | sklearn.utils._testing.MinimalRegressor | from sklearn.utils import ClassifierTags, RegressorTags, Tags, TargetTags, TransformerTags
from sklearn.utils.validation import check_array, check_is_fitted, check_X_y
import numpy as np
class MinimalRegressor:
"""Minimal regressor implementation without inheriting from BaseEstimator.
This estimator should be... |
class MinimalRegressor:
'''Minimal regressor implementation without inheriting from BaseEstimator.
This estimator should be tested with:
* `check_estimator` in `test_estimator_checks.py`;
* within a `Pipeline` in `test_pipeline.py`;
* within a `SearchCV` in `test_search.py`.
'''
def __init... | 8 | 1 | 4 | 0 | 4 | 0 | 1 | 0.21 | 0 | 3 | 3 | 0 | 7 | 3 | 7 | 7 | 45 | 10 | 29 | 13 | 20 | 6 | 23 | 13 | 14 | 2 | 0 | 1 | 8 |
322,942 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_testing.py | sklearn.utils._testing.MinimalTransformer | from sklearn.utils.validation import check_array, check_is_fitted, check_X_y
from sklearn.utils import ClassifierTags, RegressorTags, Tags, TargetTags, TransformerTags
class MinimalTransformer:
"""Minimal transformer implementation without inheriting from
BaseEstimator.
This estimator should be tested wit... |
class MinimalTransformer:
'''Minimal transformer implementation without inheriting from
BaseEstimator.
This estimator should be tested with:
* `check_estimator` in `test_estimator_checks.py`;
* within a `Pipeline` in `test_pipeline.py`;
* within a `SearchCV` in `test_search.py`.
'''
de... | 8 | 1 | 4 | 0 | 4 | 0 | 1 | 0.26 | 0 | 3 | 3 | 0 | 7 | 2 | 7 | 7 | 43 | 9 | 27 | 11 | 19 | 7 | 21 | 11 | 13 | 2 | 0 | 1 | 8 |
322,943 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_testing.py | sklearn.utils._testing.TempMemmap | class TempMemmap:
"""
Parameters
----------
data
mmap_mode : str, default='r'
"""
def __init__(self, data, mmap_mode='r'):
self.mmap_mode = mmap_mode
self.data = data
def __enter__(self):
data_read_only, self.temp_folder = create_memmap_backed_data(self.data, mm... | class TempMemmap:
'''
Parameters
----------
data
mmap_mode : str, default='r'
'''
def __init__(self, data, mmap_mode='r'):
pass
def __enter__(self):
pass
def __exit__(self, exc_type, exc_val, exc_tb):
pass | 4 | 1 | 3 | 0 | 3 | 0 | 1 | 0.55 | 0 | 0 | 0 | 0 | 3 | 3 | 3 | 3 | 20 | 3 | 11 | 7 | 7 | 6 | 9 | 7 | 5 | 1 | 0 | 0 | 3 |
322,944 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_testing.py | sklearn.utils._testing._IgnoreWarnings | import warnings
from functools import wraps
import sys
class _IgnoreWarnings:
"""Improved and simplified Python warnings context manager and decorator.
This class allows the user to ignore the warnings raised by a function.
Copied from Python 2.7.5 and modified as required.
Parameters
----------
... |
class _IgnoreWarnings:
'''Improved and simplified Python warnings context manager and decorator.
This class allows the user to ignore the warnings raised by a function.
Copied from Python 2.7.5 and modified as required.
Parameters
----------
category : tuple of warning class, default=Warning
... | 8 | 2 | 7 | 0 | 7 | 0 | 2 | 0.25 | 0 | 3 | 0 | 0 | 5 | 7 | 5 | 5 | 55 | 10 | 36 | 17 | 28 | 9 | 35 | 16 | 28 | 3 | 0 | 1 | 10 |
322,945 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/_testing.py | sklearn.utils._testing._Raises | from collections.abc import Iterable
import contextlib
import re
class _Raises(contextlib.AbstractContextManager):
def __init__(self, expected_exc_type, match, may_pass, err_msg):
self.expected_exc_types = expected_exc_type if isinstance(expected_exc_type, Iterable) else [expected_exc_type]
self.m... | null | 3 | 0 | 20 | 2 | 17 | 3 | 5 | 0.17 | 1 | 3 | 0 | 0 | 2 | 5 | 2 | 25 | 43 | 5 | 35 | 9 | 32 | 6 | 23 | 9 | 20 | 7 | 5 | 2 | 10 |
322,946 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/deprecation.py | sklearn.utils.deprecation.deprecated | import functools
import warnings
from inspect import signature
class deprecated:
"""Decorator to mark a function or class as deprecated.
Issue a warning when the function is called/the class is instantiated and
adds a warning to the docstring.
The optional extra argument will be appended to the depre... |
class deprecated:
'''Decorator to mark a function or class as deprecated.
Issue a warning when the function is called/the class is instantiated and
adds a warning to the docstring.
The optional extra argument will be appended to the deprecation message
and the docstring. Note: to use this with the ... | 12 | 3 | 11 | 2 | 7 | 2 | 2 | 0.82 | 0 | 4 | 0 | 0 | 5 | 1 | 5 | 5 | 103 | 23 | 44 | 17 | 32 | 36 | 39 | 15 | 30 | 3 | 0 | 1 | 13 |
322,947 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/estimator_checks.py | sklearn.utils.estimator_checks._NotAnArray | import numpy as np
class _NotAnArray:
"""An object that is convertible to an array.
Parameters
----------
data : array-like
The data.
"""
def __init__(self, data):
self.data = np.asarray(data)
def __array__(self, dtype=None, copy=None):
return self.data
def _... |
class _NotAnArray:
'''An object that is convertible to an array.
Parameters
----------
data : array-like
The data.
'''
def __init__(self, data):
pass
def __array__(self, dtype=None, copy=None):
pass
def __array_function__(self, func, types, args, kwargs):
... | 4 | 1 | 3 | 0 | 3 | 0 | 1 | 0.67 | 0 | 1 | 0 | 0 | 3 | 1 | 3 | 3 | 19 | 4 | 9 | 5 | 5 | 6 | 9 | 5 | 5 | 2 | 0 | 1 | 4 |
322,948 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/metaestimators.py | sklearn.utils.metaestimators._BaseComposition | from typing import Any, List
from abc import ABCMeta, abstractmethod
from contextlib import suppress
from ..base import BaseEstimator
class _BaseComposition(BaseEstimator, metaclass=ABCMeta):
"""Handles parameter management for classifiers composed of named estimators."""
steps: List[Any]
@abstractmethod
... |
class _BaseComposition(BaseEstimator, metaclass=ABCMeta):
'''Handles parameter management for classifiers composed of named estimators.'''
@abstractmethod
def __init__(self):
pass
def _get_params(self, attr, deep=True):
pass
def _set_params(self, attr, **params):
pass
... | 7 | 1 | 13 | 1 | 10 | 3 | 4 | 0.26 | 2 | 8 | 0 | 4 | 5 | 0 | 5 | 56 | 76 | 9 | 53 | 17 | 46 | 14 | 46 | 16 | 40 | 6 | 3 | 4 | 19 |
322,949 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/optimize.py | sklearn.utils.optimize._LineSearchError | class _LineSearchError(RuntimeError):
pass | class _LineSearchError(RuntimeError):
pass | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 2 | 0 | 2 | 1 | 1 | 0 | 2 | 1 | 1 | 0 | 4 | 0 | 0 |
322,950 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/parallel.py | sklearn.utils.parallel.Parallel | from .._config import config_context, get_config
import joblib
import warnings
class Parallel(joblib.Parallel):
"""Tweak of :class:`joblib.Parallel` that propagates the scikit-learn configuration.
This subclass of :class:`joblib.Parallel` ensures that the active configuration
(thread-local) of scikit-lear... |
class Parallel(joblib.Parallel):
'''Tweak of :class:`joblib.Parallel` that propagates the scikit-learn configuration.
This subclass of :class:`joblib.Parallel` ensures that the active configuration
(thread-local) of scikit-learn is propagated to the parallel workers for the
duration of the execution of... | 2 | 2 | 29 | 2 | 12 | 15 | 1 | 1.77 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 30 | 42 | 6 | 13 | 5 | 11 | 23 | 6 | 5 | 4 | 1 | 3 | 0 | 1 |
322,951 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/sklearn/utils/parallel.py | sklearn.utils.parallel._FuncWrapper | from .._config import config_context, get_config
import warnings
from functools import update_wrapper
class _FuncWrapper:
"""Load the global configuration before calling the function."""
def __init__(self, function):
self.function = function
update_wrapper(self, self.function)
def with_co... |
class _FuncWrapper:
'''Load the global configuration before calling the function.'''
def __init__(self, function):
pass
def with_config_and_warning_filters(self, config, warning_filters):
pass
def __call__(self, *args, **kwargs):
pass | 4 | 1 | 8 | 0 | 8 | 0 | 1 | 0.04 | 0 | 2 | 0 | 0 | 3 | 3 | 3 | 3 | 29 | 4 | 24 | 9 | 20 | 1 | 16 | 9 | 12 | 2 | 0 | 1 | 4 |
322,952 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/threadpoolctl.py | threadpoolctl.BLISController | import ctypes
class BLISController(LibController):
"""Controller class for BLIS"""
user_api = 'blas'
internal_api = 'blis'
filename_prefixes = ('libblis', 'libblas')
check_symbols = ('bli_thread_get_num_threads', 'bli_thread_set_num_threads', 'bli_info_get_version_str', 'bli_info_get_enable_openmp'... |
class BLISController(LibController):
'''Controller class for BLIS'''
def set_additional_attributes(self):
pass
def get_num_threads(self):
pass
def set_num_threads(self, num_threads):
pass
def get_version(self):
pass
def _get_threading_layer(self):
''... | 7 | 3 | 7 | 0 | 5 | 1 | 2 | 0.16 | 1 | 1 | 0 | 0 | 6 | 2 | 6 | 35 | 61 | 9 | 45 | 19 | 38 | 7 | 34 | 19 | 27 | 3 | 5 | 1 | 11 |
322,953 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/threadpoolctl.py | threadpoolctl.FlexiBLASController | import ctypes
class FlexiBLASController(LibController):
"""Controller class for FlexiBLAS"""
user_api = 'blas'
internal_api = 'flexiblas'
filename_prefixes = ('libflexiblas',)
check_symbols = ('flexiblas_get_num_threads', 'flexiblas_set_num_threads', 'flexiblas_get_version', 'flexiblas_list', 'flex... |
class FlexiBLASController(LibController):
'''Controller class for FlexiBLAS'''
@property
def loaded_backends(self):
pass
@property
def current_backend(self):
pass
def info(self):
'''Return relevant info wrapped in a dict'''
pass
def set_additional_attribute... | 13 | 5 | 10 | 1 | 7 | 2 | 2 | 0.27 | 1 | 4 | 0 | 0 | 10 | 1 | 10 | 39 | 126 | 20 | 84 | 38 | 71 | 23 | 66 | 36 | 55 | 5 | 5 | 2 | 21 |
322,954 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/threadpoolctl.py | threadpoolctl.LibController | import ctypes
from typing import final
from abc import ABC, abstractmethod
class LibController(ABC):
"""Abstract base class for the individual library controllers
A library controller must expose the following class attributes:
- user_api : str
Usually the name of the library or generic sp... |
class LibController(ABC):
'''Abstract base class for the individual library controllers
A library controller must expose the following class attributes:
- user_api : str
Usually the name of the library or generic specification the library
implements, e.g. "blas" is a specificati... | 15 | 10 | 4 | 0 | 3 | 1 | 1 | 1.18 | 1 | 1 | 0 | 6 | 9 | 7 | 9 | 29 | 89 | 15 | 34 | 22 | 19 | 40 | 22 | 17 | 12 | 1 | 4 | 0 | 9 |
322,955 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/threadpoolctl.py | threadpoolctl.MKLController | import ctypes
import re
class MKLController(LibController):
"""Controller class for MKL"""
user_api = 'blas'
internal_api = 'mkl'
filename_prefixes = ('libmkl_rt', 'mkl_rt', 'libblas')
check_symbols = ('MKL_Get_Max_Threads', 'MKL_Set_Num_Threads', 'MKL_Get_Version_String', 'MKL_Set_Threading_Layer'... |
class MKLController(LibController):
'''Controller class for MKL'''
def set_additional_attributes(self):
pass
def get_num_threads(self):
pass
def set_num_threads(self, num_threads):
pass
def get_version(self):
pass
def _get_threading_layer(self):
'''R... | 6 | 2 | 7 | 0 | 6 | 1 | 1 | 0.12 | 1 | 0 | 0 | 0 | 5 | 1 | 5 | 34 | 54 | 8 | 41 | 18 | 35 | 5 | 27 | 18 | 21 | 3 | 5 | 1 | 7 |
322,956 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/threadpoolctl.py | threadpoolctl.OpenBLASController | import ctypes
import itertools
class OpenBLASController(LibController):
"""Controller class for OpenBLAS"""
user_api = 'blas'
internal_api = 'openblas'
filename_prefixes = ('libopenblas', 'libblas', 'libscipy_openblas')
_symbol_prefixes = ('', 'scipy_')
_symbol_suffixes = ('', '64_', '_64')
... |
class OpenBLASController(LibController):
'''Controller class for OpenBLAS'''
def _find_affixes(self):
pass
def set_additional_attributes(self):
pass
def get_num_threads(self):
pass
def set_num_threads(self, num_threads):
pass
def get_version(self):
p... | 8 | 3 | 7 | 0 | 6 | 1 | 2 | 0.11 | 1 | 2 | 0 | 0 | 7 | 2 | 7 | 36 | 70 | 10 | 54 | 24 | 46 | 6 | 48 | 24 | 40 | 4 | 5 | 2 | 17 |
322,957 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/threadpoolctl.py | threadpoolctl.OpenMPController | class OpenMPController(LibController):
"""Controller class for OpenMP"""
user_api = 'openmp'
internal_api = 'openmp'
filename_prefixes = ('libiomp', 'libgomp', 'libomp', 'vcomp')
check_symbols = ('omp_get_max_threads', 'omp_get_num_threads')
def get_num_threads(self):
get_func = getattr... | class OpenMPController(LibController):
'''Controller class for OpenMP'''
def get_num_threads(self):
pass
def set_num_threads(self, num_threads):
pass
def get_version(self):
pass | 4 | 1 | 3 | 0 | 3 | 0 | 1 | 0.13 | 1 | 0 | 0 | 0 | 3 | 0 | 3 | 32 | 22 | 4 | 16 | 10 | 12 | 2 | 13 | 10 | 9 | 1 | 5 | 0 | 3 |
322,958 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/threadpoolctl.py | threadpoolctl.ThreadpoolController | import warnings
import sys
from ctypes.util import find_library
import ctypes
import textwrap
import os
class ThreadpoolController:
"""Collection of LibController objects for all loaded supported libraries
Attributes
----------
lib_controllers : list of `LibController` objects
The list of libr... |
class ThreadpoolController:
'''Collection of LibController objects for all loaded supported libraries
Attributes
----------
lib_controllers : list of `LibController` objects
The list of library controllers of all loaded supported libraries.
'''
def __init__(self):
pass
@cla... | 25 | 16 | 22 | 3 | 11 | 8 | 3 | 0.74 | 0 | 11 | 2 | 0 | 15 | 1 | 18 | 18 | 450 | 76 | 218 | 76 | 183 | 161 | 142 | 63 | 120 | 8 | 0 | 4 | 51 |
322,959 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/threadpoolctl.py | threadpoolctl._ThreadpoolLimiter | import warnings
class _ThreadpoolLimiter:
"""The guts of ThreadpoolController.limit
Refer to the docstring of ThreadpoolController.limit for more details.
It will only act on the library controllers held by the provided `controller`.
Using the default constructor sets the limits right away such that ... |
class _ThreadpoolLimiter:
'''The guts of ThreadpoolController.limit
Refer to the docstring of ThreadpoolController.limit for more details.
It will only act on the library controllers held by the provided `controller`.
Using the default constructor sets the limits right away such that it can be used as
... | 10 | 6 | 16 | 2 | 12 | 2 | 3 | 0.28 | 0 | 11 | 2 | 2 | 7 | 5 | 8 | 8 | 151 | 26 | 98 | 24 | 88 | 27 | 61 | 23 | 52 | 9 | 0 | 2 | 26 |
322,960 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/threadpoolctl.py | threadpoolctl._ThreadpoolLimiterDecorator | from contextlib import ContextDecorator
class _ThreadpoolLimiterDecorator(_ThreadpoolLimiter, ContextDecorator):
"""Same as _ThreadpoolLimiter but to be used as a decorator"""
def __init__(self, controller, *, limits=None, user_api=None):
self._limits, self._user_api, self._prefixes = self._check_para... |
class _ThreadpoolLimiterDecorator(_ThreadpoolLimiter, ContextDecorator):
'''Same as _ThreadpoolLimiter but to be used as a decorator'''
def __init__(self, controller, *, limits=None, user_api=None):
pass
def __enter__(self):
pass | 3 | 1 | 6 | 0 | 5 | 2 | 1 | 0.4 | 2 | 0 | 0 | 0 | 2 | 5 | 2 | 12 | 16 | 2 | 10 | 6 | 7 | 4 | 8 | 6 | 5 | 1 | 2 | 0 | 2 |
322,961 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/threadpoolctl.py | threadpoolctl._dl_phdr_info | import ctypes
class _dl_phdr_info(ctypes.Structure):
_fields_ = [('dlpi_addr', _SYSTEM_UINT), ('dlpi_name', ctypes.c_char_p), ('dlpi_phdr', ctypes.c_void_p), ('dlpi_phnum', _SYSTEM_UINT_HALF)] |
class _dl_phdr_info(ctypes.Structure):
pass | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0.57 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 0 | 7 | 2 | 6 | 4 | 2 | 2 | 1 | 0 | 0 | 0 | 0 |
322,962 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/venv/Lib/site-packages/threadpoolctl.py | threadpoolctl.threadpool_limits | @_format_docstring(USER_APIS=', '.join((f'"{api}"' for api in _ALL_USER_APIS)), BLAS_LIBS=', '.join(_ALL_BLAS_LIBRARIES), OPENMP_LIBS=', '.join(_ALL_OPENMP_LIBRARIES))
class threadpool_limits(_ThreadpoolLimiter):
"""Change the maximal number of threads that can be used in thread pools.
This object can be used ... | @_format_docstring(USER_APIS=', '.join((f'"{api}"' for api in _ALL_USER_APIS)), BLAS_LIBS=', '.join(_ALL_BLAS_LIBRARIES), OPENMP_LIBS=', '.join(_ALL_OPENMP_LIBRARIES))
class threadpool_limits(_ThreadpoolLimiter):
'''Change the maximal number of threads that can be used in thread pools.
This object can be used e... | 5 | 1 | 2 | 0 | 2 | 0 | 1 | 5.5 | 1 | 2 | 1 | 0 | 1 | 0 | 2 | 10 | 53 | 14 | 6 | 4 | 2 | 33 | 5 | 3 | 2 | 1 | 1 | 0 | 2 |
322,963 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/etsi/watchdog/Monitor.py | watchdog.Monitor.Monitor | from .slack_notifier import SlackNotifier
from .drift_check import DriftCheck
from .logger import log_drift
from typing import Optional, Dict, Any
import pandas as pd
class Monitor:
"""
Monitor — Periodic/rolling drift monitoring with Slack alert integration.
Example:
>>> monitor = Monitor(reference_d... |
class Monitor:
'''
Monitor — Periodic/rolling drift monitoring with Slack alert integration.
Example:
>>> monitor = Monitor(reference_df)
>>> monitor.enable_logging("logs/drift.csv")
>>> monitor.enable_slack_alerts() # Uses environment variables
>>> monitor.watch(live_df)
'''
def ... | 7 | 6 | 37 | 5 | 25 | 7 | 4 | 0.34 | 0 | 8 | 2 | 0 | 6 | 6 | 6 | 6 | 236 | 36 | 149 | 49 | 127 | 51 | 84 | 31 | 77 | 14 | 0 | 5 | 26 |
322,964 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/etsi/watchdog/compare.py | watchdog.compare.DriftComparator | class DriftComparator:
"""
DriftComparator — Compare drift scores between two DriftCheck results.
Example:
>>> comp = DriftComparator(results_v1, results_v2)
>>> deltas = comp.diff()
"""
def __init__(self, results1, results2):
self.results1 = results1
self.results2 = result... | class DriftComparator:
'''
DriftComparator — Compare drift scores between two DriftCheck results.
Example:
>>> comp = DriftComparator(results_v1, results_v2)
>>> deltas = comp.diff()
'''
def __init__(self, results1, results2):
pass
def diff(self):
pass
def report(s... | 4 | 1 | 6 | 0 | 6 | 0 | 2 | 0.3 | 0 | 0 | 0 | 0 | 3 | 2 | 3 | 3 | 30 | 4 | 20 | 15 | 16 | 6 | 20 | 15 | 16 | 3 | 0 | 2 | 7 |
322,965 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/etsi/watchdog/config.py | watchdog.config.WatchdogConfig | import os
from typing import Optional, Dict, Any
from .slack_notifier import SlackNotifier
class WatchdogConfig:
"""
Configuration helper for ETSI Watchdog with Slack integration.
This class provides easy configuration management for the watchdog system,
including Slack notifications, logging, and mon... |
class WatchdogConfig:
'''
Configuration helper for ETSI Watchdog with Slack integration.
This class provides easy configuration management for the watchdog system,
including Slack notifications, logging, and monitoring parameters.
Example:
>>> config = WatchdogConfig()
>>> config.setup_slac... | 11 | 10 | 18 | 2 | 11 | 5 | 2 | 0.52 | 0 | 8 | 2 | 0 | 10 | 3 | 10 | 10 | 204 | 33 | 114 | 35 | 90 | 59 | 71 | 22 | 59 | 7 | 0 | 2 | 22 |
322,966 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/etsi/watchdog/drift/base.py | watchdog.drift.base.DriftResult | from dataclasses import dataclass, asdict
import matplotlib.pyplot as plt
import json
@dataclass
class DriftResult:
method: str
score: float
threshold: float
details: dict
sample_size: int
@property
def is_drifted(self) -> bool:
return self.score > self.threshold
def summary(s... | @dataclass
class DriftResult:
@property
def is_drifted(self) -> bool:
pass
def summary(self) -> str:
pass
def plot(self):
pass
def to_json(self, path=None):
pass | 7 | 0 | 7 | 0 | 7 | 0 | 2 | 0 | 0 | 3 | 0 | 0 | 4 | 0 | 4 | 4 | 39 | 5 | 34 | 14 | 28 | 0 | 33 | 12 | 28 | 2 | 0 | 2 | 7 |
322,967 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/etsi/watchdog/drift/sklearn_wrapper.py | watchdog.drift.sklearn_wrapper.SklearnDriftDetector | from .base import DriftResult
from .factory import get_drift_function
import numpy as np
import pandas as pd
from typing import Union, Optional, Dict, Any
class SklearnDriftDetector:
"""
Scikit-learn compatible wrapper for drift detection functions.
This class provides a unified interface for all drift de... |
class SklearnDriftDetector:
'''
Scikit-learn compatible wrapper for drift detection functions.
This class provides a unified interface for all drift detection methods
in the package, making them compatible with Scikit-learn's API.
'''
def __init__(self, method: str='psi', threshold: float=0.2,... | 7 | 7 | 24 | 3 | 8 | 13 | 2 | 1.75 | 0 | 7 | 1 | 0 | 6 | 6 | 6 | 6 | 156 | 24 | 48 | 17 | 41 | 84 | 36 | 17 | 29 | 4 | 0 | 2 | 13 |
322,968 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/etsi/watchdog/hooks.py | watchdog.hooks.DriftHook | from typing import Callable, List
class DriftHook:
"""
A simple hook system to attach actions when drift is detected or logs are generated.
Example use cases:
- Send Slack alerts
- Push metadata to MLflow
- Save HTML/Markdown reports
"""
def __init__(self):
self._on_drift... |
class DriftHook:
'''
A simple hook system to attach actions when drift is detected or logs are generated.
Example use cases:
- Send Slack alerts
- Push metadata to MLflow
- Save HTML/Markdown reports
'''
def __init__(self):
pass
def register_on_drift(self, func: Call... | 8 | 3 | 3 | 0 | 3 | 0 | 2 | 0.45 | 0 | 1 | 0 | 0 | 5 | 2 | 6 | 6 | 35 | 6 | 20 | 13 | 12 | 9 | 19 | 11 | 12 | 2 | 0 | 1 | 9 |
322,969 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/etsi/watchdog/monitor.py | watchdog.monitor.Monitor | import pandas as pd
from .drift_check import DriftCheck
from .logger import log_drift
from .slack_notifier import SlackNotifier
from typing import Optional, Dict, Any
class Monitor:
"""
Monitor — Periodic/rolling drift monitoring with Slack alert integration.
Example:
>>> monitor = Monitor(reference_d... |
class Monitor:
'''
Monitor — Periodic/rolling drift monitoring with Slack alert integration.
Example:
>>> monitor = Monitor(reference_df)
>>> monitor.enable_logging("logs/drift.csv")
>>> monitor.enable_slack_alerts() # Uses environment variables
>>> monitor.watch(live_df)
'''
def ... | 7 | 6 | 37 | 5 | 25 | 7 | 4 | 0.34 | 0 | 8 | 2 | 0 | 6 | 6 | 6 | 6 | 236 | 36 | 149 | 49 | 127 | 51 | 84 | 31 | 77 | 14 | 0 | 5 | 26 |
322,970 | etsi-ai/etsi-watchdog | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/etsi-ai_etsi-watchdog/etsi/watchdog/slack_notifier.py | watchdog.slack_notifier.SlackNotifier | from .drift.base import DriftResult
from datetime import datetime
import os
from typing import Optional, Dict, Any
from slack_sdk.errors import SlackApiError
from slack_sdk import WebClient
class SlackNotifier:
"""
SlackNotifier — Send drift detection alerts to Slack channels.
This class handles sending n... |
class SlackNotifier:
'''
SlackNotifier — Send drift detection alerts to Slack channels.
This class handles sending notifications to Slack when drift is detected
or critical events occur in the watchdog monitoring system.
Environment Variables:
- SLACK_BOT_TOKEN: The Slack bot token for authenti... | 6 | 6 | 60 | 5 | 45 | 11 | 5 | 0.28 | 0 | 7 | 1 | 0 | 5 | 3 | 5 | 5 | 318 | 35 | 227 | 54 | 204 | 64 | 74 | 33 | 68 | 8 | 0 | 3 | 23 |
322,971 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/app.py | nextcloud_mcp_server.app.AppContext | from nextcloud_mcp_server.client import NextcloudClient
from dataclasses import dataclass
@dataclass
class AppContext:
client: NextcloudClient | @dataclass
class AppContext:
pass | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 2 | 1 | 1 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 0 |
322,972 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/client/__init__.py | nextcloud_mcp_server.client.AsyncDisableCookieTransport | from httpx import AsyncClient, Auth, BasicAuth, Request, Response, AsyncBaseTransport, AsyncHTTPTransport
class AsyncDisableCookieTransport(AsyncBaseTransport):
"""This Transport disable cookies from accumulating in the httpx AsyncClient
Thanks to: https://github.com/encode/httpx/issues/2992#issuecomment-2133... |
class AsyncDisableCookieTransport(AsyncBaseTransport):
'''This Transport disable cookies from accumulating in the httpx AsyncClient
Thanks to: https://github.com/encode/httpx/issues/2992#issuecomment-2133258994
'''
def __init__(self, transport: AsyncBaseTransport):
pass
async def handle_a... | 3 | 1 | 3 | 0 | 3 | 0 | 1 | 0.43 | 1 | 2 | 0 | 0 | 2 | 1 | 2 | 6 | 13 | 3 | 7 | 5 | 4 | 3 | 7 | 5 | 4 | 1 | 1 | 0 | 2 |
322,973 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/client/__init__.py | nextcloud_mcp_server.client.NextcloudClient | from .contacts import ContactsClient
from ..controllers.notes_search import NotesSearchController
from .notes import NotesClient
from .webdav import WebDAVClient
from .tables import TablesClient
import os
from httpx import AsyncClient, Auth, BasicAuth, Request, Response, AsyncBaseTransport, AsyncHTTPTransport
from .cal... |
class NextcloudClient:
'''Main Nextcloud client that orchestrates all app clients.'''
def __init__(self, base_url: str, username: str, auth: Auth | None=None):
pass
@classmethod
def from_env(cls):
pass
async def capabilities(self):
pass
async def notes_search_notes(se... | 8 | 4 | 7 | 1 | 6 | 1 | 1 | 0.19 | 0 | 12 | 7 | 0 | 5 | 8 | 6 | 6 | 53 | 10 | 36 | 21 | 28 | 7 | 27 | 20 | 20 | 1 | 0 | 0 | 6 |
322,974 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/client/base.py | nextcloud_mcp_server.client.base.BaseNextcloudClient | from httpx import HTTPStatusError, codes, RequestError, AsyncClient
from abc import ABC
class BaseNextcloudClient(ABC):
"""Base class for all Nextcloud app clients."""
def __init__(self, http_client: AsyncClient, username: str):
"""Initialize with shared HTTP client and username.
Args:
... |
class BaseNextcloudClient(ABC):
'''Base class for all Nextcloud app clients.'''
def __init__(self, http_client: AsyncClient, username: str):
'''Initialize with shared HTTP client and username.
Args:
http_client: Authenticated AsyncClient instance
username: Nextcloud use... | 5 | 4 | 9 | 1 | 3 | 5 | 1 | 1.25 | 1 | 2 | 0 | 5 | 3 | 2 | 3 | 23 | 33 | 6 | 12 | 8 | 7 | 15 | 11 | 7 | 7 | 1 | 4 | 0 | 3 |
322,975 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/client/calendar.py | nextcloud_mcp_server.client.calendar.CalendarClient | import xml.etree.ElementTree as ET
from httpx import HTTPStatusError
from icalendar import Event as ICalEvent
import uuid
from typing import Any, Dict, List, Optional, Tuple
from icalendar import vRecur
import datetime as dt
from .base import BaseNextcloudClient
from icalendar import Alarm, Calendar
class CalendarClie... |
class CalendarClient(BaseNextcloudClient):
'''Client for NextCloud CalDAV calendar operations.'''
def _get_caldav_base_path(self) -> str:
'''Helper to get the base CalDAV path for calendars.'''
pass
def _get_principals_path(self) -> str:
'''Helper to get the principals path for th... | 25 | 25 | 43 | 6 | 33 | 4 | 7 | 0.13 | 1 | 11 | 0 | 0 | 24 | 0 | 24 | 47 | 1,058 | 161 | 799 | 265 | 713 | 105 | 523 | 192 | 497 | 26 | 5 | 7 | 164 |
322,976 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/client/contacts.py | nextcloud_mcp_server.client.contacts.ContactsClient | from pythonvCard4.vcard import Contact
from .base import BaseNextcloudClient
import xml.etree.ElementTree as ET
class ContactsClient(BaseNextcloudClient):
"""Client for NextCloud CardDAV contact operations."""
def _get_carddav_base_path(self) -> str:
"""Helper to get the base CardDAV path for contacts... |
class ContactsClient(BaseNextcloudClient):
'''Client for NextCloud CardDAV contact operations.'''
def _get_carddav_base_path(self) -> str:
'''Helper to get the base CardDAV path for contacts.'''
pass
async def list_addressbooks(self):
'''List all available addressbooks for the use... | 11 | 11 | 41 | 5 | 32 | 4 | 7 | 0.13 | 1 | 6 | 0 | 0 | 10 | 0 | 10 | 33 | 426 | 63 | 321 | 87 | 306 | 43 | 206 | 81 | 195 | 37 | 5 | 6 | 71 |
322,977 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/client/notes.py | nextcloud_mcp_server.client.notes.NotesClient | from typing import Any, Dict, List, Optional
from .base import BaseNextcloudClient
class NotesClient(BaseNextcloudClient):
"""Client for Nextcloud Notes app operations."""
async def get_settings(self) -> Dict[str, Any]:
"""Get Notes app settings."""
response = await self._make_request('GET', '... |
class NotesClient(BaseNextcloudClient):
'''Client for Nextcloud Notes app operations.'''
async def get_settings(self) -> Dict[str, Any]:
'''Get Notes app settings.'''
pass
async def get_all_notes(self) -> List[Dict[str, Any]]:
'''Get all notes.'''
pass
async def get_note(self, note_i... | 8 | 8 | 28 | 3 | 22 | 3 | 4 | 0.16 | 1 | 5 | 1 | 0 | 7 | 0 | 7 | 30 | 202 | 29 | 153 | 48 | 131 | 25 | 95 | 34 | 85 | 8 | 5 | 3 | 26 |
322,978 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/client/tables.py | nextcloud_mcp_server.client.tables.TablesClient | from .base import BaseNextcloudClient
from typing import Any, Dict, List, Optional
class TablesClient(BaseNextcloudClient):
"""Client for Nextcloud Tables app operations."""
async def list_tables(self) -> List[Dict[str, Any]]:
"""List all tables available to the user."""
response = await self.... |
class TablesClient(BaseNextcloudClient):
'''Client for Nextcloud Tables app operations.'''
async def list_tables(self) -> List[Dict[str, Any]]:
'''List all tables available to the user.'''
pass
async def get_table_schema(self, table_id: int) -> Dict[str, Any]:
'''Get the schema/structure of a... | 8 | 8 | 15 | 2 | 10 | 4 | 2 | 0.39 | 1 | 3 | 0 | 0 | 7 | 0 | 7 | 30 | 115 | 18 | 70 | 30 | 58 | 27 | 39 | 26 | 31 | 3 | 5 | 2 | 11 |
322,979 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/client/webdav.py | nextcloud_mcp_server.client.webdav.WebDAVClient | from .base import BaseNextcloudClient
import mimetypes
from httpx import HTTPStatusError
from typing import Any, Dict, List, Optional, Tuple
import xml.etree.ElementTree as ET
class WebDAVClient(BaseNextcloudClient):
"""Client for Nextcloud WebDAV operations."""
async def delete_resource(self, path: str) -> D... |
class WebDAVClient(BaseNextcloudClient):
'''Client for Nextcloud WebDAV operations.'''
async def delete_resource(self, path: str) -> Dict[str, Any]:
'''Delete a resource (file or directory) via WebDAV DELETE.'''
pass
async def cleanup_old_attachment_directory(self, note_id: int, old_category: str... | 10 | 10 | 44 | 6 | 34 | 3 | 6 | 0.1 | 1 | 7 | 0 | 0 | 9 | 0 | 9 | 32 | 403 | 63 | 310 | 103 | 283 | 30 | 217 | 77 | 207 | 14 | 5 | 3 | 56 |
322,980 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/controllers/notes_search.py | nextcloud_mcp_server.controllers.notes_search.NotesSearchController | from typing import Any, Dict, List
class NotesSearchController:
"""Handles notes search logic and scoring."""
def search_notes(self, notes: List[Dict[str, Any]], query: str) -> List[Dict[str, Any]]:
"""
Search notes using token-based matching with relevance ranking.
Returns notes sorte... |
class NotesSearchController:
'''Handles notes search logic and scoring.'''
def search_notes(self, notes: List[Dict[str, Any]], query: str) -> List[Dict[str, Any]]:
'''
Search notes using token-based matching with relevance ranking.
Returns notes sorted by relevance score.
'''
... | 5 | 5 | 23 | 3 | 14 | 7 | 3 | 0.53 | 0 | 4 | 0 | 0 | 4 | 0 | 4 | 4 | 97 | 16 | 55 | 31 | 41 | 29 | 38 | 22 | 33 | 4 | 0 | 2 | 10 |
322,981 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/models/base.py | nextcloud_mcp_server.models.base.BaseResponse | from pydantic import BaseModel, Field, field_serializer
from datetime import datetime, timezone
class BaseResponse(BaseModel):
"""Base response model for all MCP tool responses."""
success: bool = Field(default=True, description='Whether the operation was successful')
timestamp: datetime = Field(default_fa... |
class BaseResponse(BaseModel):
'''Base response model for all MCP tool responses.'''
@field_serializer('timestamp')
def serialize_timestamp(self, timestamp: datetime) -> str:
'''Serialize timestamp to RFC3339 format for MCP compliance.'''
pass | 3 | 2 | 11 | 0 | 7 | 4 | 3 | 0.33 | 1 | 3 | 0 | 24 | 1 | 0 | 1 | 83 | 22 | 2 | 15 | 6 | 12 | 5 | 10 | 5 | 8 | 3 | 5 | 1 | 3 |
322,982 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/models/base.py | nextcloud_mcp_server.models.base.IdResponse | from typing import Optional, Union
from pydantic import BaseModel, Field, field_serializer
class IdResponse(BaseResponse):
"""Response model for operations that return a new ID."""
id: Union[int, str] = Field(description='ID of the created or affected resource') |
class IdResponse(BaseResponse):
'''Response model for operations that return a new ID.'''
pass | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0.5 | 1 | 0 | 0 | 2 | 0 | 0 | 0 | 83 | 4 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 0 | 6 | 0 | 0 |
322,983 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/models/base.py | nextcloud_mcp_server.models.base.StatusResponse | from pydantic import BaseModel, Field, field_serializer
from typing import Optional, Union
class StatusResponse(BaseResponse):
"""Response model for operations that return just a status."""
status_code: Optional[int] = Field(None, description='HTTP status code')
message: Optional[str] = Field(None, descrip... |
class StatusResponse(BaseResponse):
'''Response model for operations that return just a status.'''
pass | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0.33 | 1 | 0 | 0 | 8 | 0 | 0 | 0 | 83 | 5 | 1 | 3 | 3 | 2 | 1 | 3 | 3 | 2 | 0 | 6 | 0 | 0 |
322,984 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/models/calendar.py | nextcloud_mcp_server.models.calendar.AvailabilitySlot | from pydantic import BaseModel, Field
class AvailabilitySlot(BaseModel):
"""Model for an available time slot."""
start: str = Field(description='Slot start datetime (ISO format)')
end: str = Field(description='Slot end datetime (ISO format)')
duration_minutes: int = Field(description='Slot duration in ... |
class AvailabilitySlot(BaseModel):
'''Model for an available time slot.'''
pass | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0.2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 82 | 7 | 1 | 5 | 5 | 4 | 1 | 5 | 5 | 4 | 0 | 5 | 0 | 0 |
322,985 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/models/calendar.py | nextcloud_mcp_server.models.calendar.BulkOperationResponse | from pydantic import BaseModel, Field
from .base import BaseResponse, StatusResponse
class BulkOperationResponse(BaseResponse):
"""Response model for bulk operations."""
result: BulkOperationResult = Field(description='Bulk operation result') |
class BulkOperationResponse(BaseResponse):
'''Response model for bulk operations.'''
pass | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0.5 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 83 | 4 | 1 | 2 | 2 | 1 | 1 | 2 | 2 | 1 | 0 | 6 | 0 | 0 |
322,986 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/models/calendar.py | nextcloud_mcp_server.models.calendar.BulkOperationResult | from typing import List, Optional
from pydantic import BaseModel, Field
class BulkOperationResult(BaseModel):
"""Model for bulk operation results."""
operation: str = Field(description='Operation performed (update, delete, move)')
events_processed: int = Field(description='Number of events processed')
... |
class BulkOperationResult(BaseModel):
'''Model for bulk operation results.'''
pass | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0.09 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 82 | 13 | 1 | 11 | 7 | 10 | 1 | 7 | 7 | 6 | 0 | 5 | 0 | 0 |
322,987 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/models/calendar.py | nextcloud_mcp_server.models.calendar.Calendar | from typing import List, Optional
from pydantic import BaseModel, Field
class Calendar(BaseModel):
"""Model for a Nextcloud calendar."""
name: str = Field(description='Calendar name/ID')
display_name: str = Field(description='Calendar display name')
description: Optional[str] = Field(None, description=... |
class Calendar(BaseModel):
'''Model for a Nextcloud calendar.'''
pass | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0.11 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 82 | 11 | 1 | 9 | 9 | 8 | 1 | 9 | 9 | 8 | 0 | 5 | 0 | 0 |
322,988 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/models/calendar.py | nextcloud_mcp_server.models.calendar.CalendarEvent | from pydantic import BaseModel, Field
from typing import List, Optional
class CalendarEvent(CalendarEventSummary):
"""Model for a complete calendar event."""
created: Optional[str] = Field(None, description='Event creation datetime')
last_modified: Optional[str] = Field(None, description='Last modification... |
class CalendarEvent(CalendarEventSummary):
'''Model for a complete calendar event.'''
pass | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0.04 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 82 | 26 | 1 | 24 | 16 | 23 | 1 | 16 | 16 | 15 | 0 | 6 | 0 | 0 |
322,989 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/models/calendar.py | nextcloud_mcp_server.models.calendar.CalendarEventSummary | from typing import List, Optional
from pydantic import BaseModel, Field
class CalendarEventSummary(BaseModel):
"""Model for calendar event summary (for lists)."""
uid: str = Field(description='Event UID')
summary: str = Field(description='Event summary/title')
start: str = Field(description='Event star... |
class CalendarEventSummary(BaseModel):
'''Model for calendar event summary (for lists).'''
pass | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0.08 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 82 | 14 | 1 | 12 | 10 | 11 | 1 | 10 | 10 | 9 | 0 | 5 | 0 | 0 |
322,990 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/models/calendar.py | nextcloud_mcp_server.models.calendar.CreateEventResponse | from pydantic import BaseModel, Field
from .base import BaseResponse, StatusResponse
class CreateEventResponse(BaseResponse):
"""Response model for event creation."""
event: CalendarEvent = Field(description='The created event')
calendar_name: str = Field(description='Name of the calendar the event was cre... |
class CreateEventResponse(BaseResponse):
'''Response model for event creation.'''
pass | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0.2 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 83 | 7 | 1 | 5 | 3 | 4 | 1 | 3 | 3 | 2 | 0 | 6 | 0 | 0 |
322,991 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/models/calendar.py | nextcloud_mcp_server.models.calendar.CreateMeetingResponse | class CreateMeetingResponse(CreateEventResponse):
"""Response model for meeting creation (same as event creation)."""
pass | class CreateMeetingResponse(CreateEventResponse):
'''Response model for meeting creation (same as event creation).'''
pass | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0.5 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 83 | 4 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 0 | 7 | 0 | 0 |
322,992 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/models/calendar.py | nextcloud_mcp_server.models.calendar.DeleteEventResponse | from .base import BaseResponse, StatusResponse
from pydantic import BaseModel, Field
class DeleteEventResponse(StatusResponse):
"""Response model for event deletion."""
deleted_uid: str = Field(description='UID of the deleted event')
calendar_name: str = Field(description='Name of the calendar the event wa... |
class DeleteEventResponse(StatusResponse):
'''Response model for event deletion.'''
pass | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0.2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 83 | 7 | 1 | 5 | 3 | 4 | 1 | 3 | 3 | 2 | 0 | 7 | 0 | 0 |
322,993 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/models/calendar.py | nextcloud_mcp_server.models.calendar.FindAvailabilityResponse | from pydantic import BaseModel, Field
from .base import BaseResponse, StatusResponse
from typing import List, Optional
class FindAvailabilityResponse(BaseResponse):
"""Response model for finding availability."""
available_slots: List[AvailabilitySlot] = Field(description='List of available time slots')
dur... |
class FindAvailabilityResponse(BaseResponse):
'''Response model for finding availability.'''
pass | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0.08 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 83 | 15 | 1 | 13 | 7 | 12 | 1 | 7 | 7 | 6 | 0 | 6 | 0 | 0 |
322,994 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/models/calendar.py | nextcloud_mcp_server.models.calendar.ListCalendarsResponse | from .base import BaseResponse, StatusResponse
from typing import List, Optional
from pydantic import BaseModel, Field
class ListCalendarsResponse(BaseResponse):
"""Response model for listing calendars."""
calendars: List[Calendar] = Field(description='List of available calendars')
total_count: int = Field... |
class ListCalendarsResponse(BaseResponse):
'''Response model for listing calendars.'''
pass | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0.33 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 83 | 5 | 1 | 3 | 3 | 2 | 1 | 3 | 3 | 2 | 0 | 6 | 0 | 0 |
322,995 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/models/calendar.py | nextcloud_mcp_server.models.calendar.ListEventsResponse | from .base import BaseResponse, StatusResponse
from pydantic import BaseModel, Field
from typing import List, Optional
class ListEventsResponse(BaseResponse):
"""Response model for listing events."""
events: List[CalendarEventSummary] = Field(description='List of events')
calendar_name: Optional[str] = Fie... |
class ListEventsResponse(BaseResponse):
'''Response model for listing events.'''
pass | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0.13 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 83 | 10 | 1 | 8 | 6 | 7 | 1 | 6 | 6 | 5 | 0 | 6 | 0 | 0 |
322,996 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/models/calendar.py | nextcloud_mcp_server.models.calendar.ManageCalendarResponse | from pydantic import BaseModel, Field
from typing import List, Optional
from .base import BaseResponse, StatusResponse
class ManageCalendarResponse(BaseResponse):
"""Response model for calendar management operations."""
action: str = Field(description='Action performed (create, delete, update, list)')
cale... |
class ManageCalendarResponse(BaseResponse):
'''Response model for calendar management operations.'''
pass | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0.14 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 83 | 9 | 1 | 7 | 5 | 6 | 1 | 5 | 5 | 4 | 0 | 6 | 0 | 0 |
322,997 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/models/calendar.py | nextcloud_mcp_server.models.calendar.UpcomingEventsResponse | from typing import List, Optional
from pydantic import BaseModel, Field
from .base import BaseResponse, StatusResponse
class UpcomingEventsResponse(BaseResponse):
"""Response model for upcoming events."""
events: List[CalendarEventSummary] = Field(description='List of upcoming events')
days_ahead: int = Fi... |
class UpcomingEventsResponse(BaseResponse):
'''Response model for upcoming events.'''
pass | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0.17 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 83 | 8 | 1 | 6 | 4 | 5 | 1 | 4 | 4 | 3 | 0 | 6 | 0 | 0 |
322,998 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/models/calendar.py | nextcloud_mcp_server.models.calendar.UpdateEventResponse | from .base import BaseResponse, StatusResponse
from pydantic import BaseModel, Field
class UpdateEventResponse(BaseResponse):
"""Response model for event updates."""
event: CalendarEvent = Field(description='The updated event')
calendar_name: str = Field(description='Name of the calendar the event belongs ... |
class UpdateEventResponse(BaseResponse):
'''Response model for event updates.'''
pass | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0.33 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 83 | 5 | 1 | 3 | 3 | 2 | 1 | 3 | 3 | 2 | 0 | 6 | 0 | 0 |
322,999 | cbcoutinho/nextcloud-mcp-server | /Users/umroot/Documents/PhD_works/PhD-Core-Contents/Class-level-dataset-curation/unseen_data/git_repos_for_analysis/cbcoutinho_nextcloud-mcp-server/nextcloud_mcp_server/models/contacts.py | nextcloud_mcp_server.models.contacts.AddressBook | from pydantic import BaseModel, Field
from typing import Any, Dict, List, Optional
class AddressBook(BaseModel):
"""Model for a Nextcloud address book."""
uri: str = Field(description='Address book URI')
displayname: str = Field(description='Address book display name')
description: Optional[str] = Fiel... |
class AddressBook(BaseModel):
'''Model for a Nextcloud address book.'''
pass | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0.14 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 82 | 9 | 1 | 7 | 5 | 6 | 1 | 5 | 5 | 4 | 0 | 5 | 0 | 0 |
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