code stringlengths 114 1.05M | path stringlengths 3 312 | quality_prob float64 0.5 0.99 | learning_prob float64 0.2 1 | filename stringlengths 3 168 | kind stringclasses 1
value |
|---|---|---|---|---|---|
"""Module of functions to partition columns into segments."""
from collections import defaultdict
from copy import deepcopy
from typing import Callable, List
import numpy as np
import pandas as pd
from sklearn.tree import _tree
from runml_checks.tabular.dataset import Dataset
from runml_checks.utils.strings import fo... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/utils/performance/partition.py | 0.845241 | 0.720467 | partition.py | pypi |
"""Module for base tabular context."""
import typing as t
import numpy as np
import pandas as pd
from runml_checks import CheckFailure, CheckResult
from runml_checks.core import DatasetKind
from runml_checks.core.errors import (DatasetValidationError, runml_checksNotSupportedError, runml_checksValueError,
... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/context.py | 0.907876 | 0.451206 | context.py | pypi |
"""This file changes default 'ignore' action of DeprecationWarnings for specific deprecation messages."""
import warnings
# Added in version 0.6.2, deprecates max_num_categories in all drift checks
warnings.filterwarnings(
action='always',
message=r'.*max_num_categories.*',
category=DeprecationWarning,
... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/deprecation_warnings.py | 0.54698 | 0.1602 | deprecation_warnings.py | pypi |
"""The dataset module containing the tabular Dataset class and its functions."""
# pylint: disable=inconsistent-quotes,protected-access
import typing as t
import numpy as np
import pandas as pd
from IPython.display import HTML, display_html
from pandas.api.types import infer_dtype
from sklearn.model_selection import t... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/dataset.py | 0.937017 | 0.75566 | dataset.py | pypi |
"""Module for base tabular abstractions."""
# pylint: disable=broad-except
from typing import Callable, Mapping, Optional, Tuple, Union
import numpy as np
import pandas as pd
from runml_checks.core import DatasetKind
from runml_checks.core.check_result import CheckFailure
from runml_checks.core.errors import runml_ch... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/suite.py | 0.884595 | 0.325762 | suite.py | pypi |
"""Module for base tabular model abstractions."""
# pylint: disable=broad-except
from typing import Any, List, Mapping, Tuple, Union
from runml_checks.core.check_result import CheckFailure, CheckResult
from runml_checks.core.errors import runml_checksNotSupportedError, runml_checksValueError
from runml_checks.core.sui... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/model_base.py | 0.936503 | 0.524882 | model_base.py | pypi |
"""Module for tabular base checks."""
import abc
from typing import Callable, List, Mapping, Optional, Union
import numpy as np
import pandas as pd
from runml_checks.core.check_result import CheckFailure, CheckResult
from runml_checks.core.checks import (BaseCheck, DatasetKind, ModelOnlyBaseCheck, SingleDatasetBaseCh... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/base_checks.py | 0.942619 | 0.395835 | base_checks.py | pypi |
"""Module importing all tabular checks."""
from .data_integrity import (ColumnsInfo, ConflictingLabels, DataDuplicates, FeatureLabelCorrelation, IsSingleValue,
MixedDataTypes, MixedNulls, OutlierSampleDetection, SpecialCharacters,
StringLengthOutOfBounds, String... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/__init__.py | 0.851645 | 0.445831 | __init__.py | pypi |
"""The feature label correlation check module."""
import typing as t
import runml_checks.ppscore as pps
from runml_checks.core import CheckResult, ConditionCategory, ConditionResult
from runml_checks.core.check_utils.feature_label_correlation_utils import get_pps_figure, pd_series_to_trace
from runml_checks.tabular im... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/data_integrity/feature_label_correlation.py | 0.945261 | 0.553928 | feature_label_correlation.py | pypi |
"""module contains Invalid Chars check."""
from collections import defaultdict
from typing import List, Union
import pandas as pd
from pandas.api.types import infer_dtype
from runml_checks.core import CheckResult, ConditionCategory, ConditionResult
from runml_checks.tabular import Context, SingleDatasetCheck
from run... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/data_integrity/special_chars.py | 0.9357 | 0.519826 | special_chars.py | pypi |
"""module contains Data Duplicates check."""
from typing import List, Union
import pandas as pd
from typing_extensions import TypedDict
from runml_checks.core import CheckResult, ConditionCategory, ConditionResult
from runml_checks.tabular import Context, SingleDatasetCheck
from runml_checks.utils.strings import form... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/data_integrity/conflicting_labels.py | 0.947223 | 0.696778 | conflicting_labels.py | pypi |
"""Module contains Mixed Nulls check."""
import math
from typing import Dict, Iterable, List, Union
import numpy as np
import pandas as pd
from pandas.api.types import is_categorical_dtype
from runml_checks.core import CheckResult, ConditionCategory, ConditionResult
from runml_checks.core.errors import runml_checksVa... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/data_integrity/mixed_nulls.py | 0.935729 | 0.471041 | mixed_nulls.py | pypi |
"""String length outlier check."""
from typing import Dict, List, Tuple, Union
import numpy as np
import pandas as pd
from pandas import DataFrame, Series
from scipy import stats
from runml_checks.core import CheckResult, ConditionCategory, ConditionResult
from runml_checks.tabular import Context, SingleDatasetCheck
... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/data_integrity/string_length_out_of_bounds.py | 0.934701 | 0.554591 | string_length_out_of_bounds.py | pypi |
"""module contains Mixed Types check."""
from typing import List, Tuple, Union
import numpy as np
import pandas as pd
from runml_checks.core import CheckResult, ConditionCategory, ConditionResult
from runml_checks.tabular import Context, SingleDatasetCheck
from runml_checks.utils.dataframes import select_from_datafra... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/data_integrity/mixed_data_types.py | 0.912033 | 0.513303 | mixed_data_types.py | pypi |
"""Module contains is_single_value check."""
from typing import List, Union
import pandas as pd
from runml_checks.core import CheckResult, ConditionCategory, ConditionResult
from runml_checks.tabular import Context, SingleDatasetCheck
from runml_checks.tabular.utils.messages import get_condition_passed_message
from r... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/data_integrity/is_single_value.py | 0.938695 | 0.478468 | is_single_value.py | pypi |
"""module contains the Identifier-Label Correlation check."""
from typing import Dict
import pandas as pd
import plotly.express as px
import runml_checks.ppscore as pps
from runml_checks.core import CheckResult, ConditionCategory, ConditionResult
from runml_checks.core.errors import DatasetValidationError
from runml_... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/data_integrity/identifier_label_correlation.py | 0.953199 | 0.473231 | identifier_label_correlation.py | pypi |
"""String mismatch functions."""
import itertools
from collections import defaultdict
from typing import List, Union
import pandas as pd
from runml_checks.core import CheckResult, ConditionCategory, ConditionResult
from runml_checks.tabular import Context, SingleDatasetCheck
from runml_checks.tabular.utils.messages i... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/data_integrity/string_mismatch.py | 0.94121 | 0.479808 | string_mismatch.py | pypi |
"""module contains Data Duplicates check."""
from typing import List, Union
import numpy as np
from runml_checks.core import CheckResult, ConditionCategory, ConditionResult
from runml_checks.core.errors import DatasetValidationError
from runml_checks.tabular import Context, SingleDatasetCheck
from runml_checks.utils.... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/data_integrity/data_duplicates.py | 0.939311 | 0.57517 | data_duplicates.py | pypi |
"""module contains the Feature-Feature Correlation check."""
from typing import List, Union
import numpy as np
import pandas as pd
import plotly.express as px
from runml_checks.core import CheckResult, ConditionCategory, ConditionResult
from runml_checks.tabular import Context, SingleDatasetCheck
from runml_checks.u... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/data_integrity/feature_feature_correlation.py | 0.948191 | 0.64692 | feature_feature_correlation.py | pypi |
"""Module of model error analysis check."""
from typing import Callable, Dict, Tuple, Union
from sklearn import preprocessing
from runml_checks import CheckFailure
from runml_checks.core import CheckResult, ConditionCategory, ConditionResult
from runml_checks.core.errors import runml_checksProcessError
from runml_che... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/model_evaluation/model_error_analysis.py | 0.937383 | 0.709994 | model_error_analysis.py | pypi |
"""The roc_report check module."""
from typing import Dict, List
import numpy as np
import plotly.graph_objects as go
import sklearn
from runml_checks.core import CheckResult, ConditionResult
from runml_checks.core.condition import ConditionCategory
from runml_checks.tabular import Context, SingleDatasetCheck
from ru... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/model_evaluation/roc_report.py | 0.952475 | 0.430686 | roc_report.py | pypi |
"""Module containing simple comparison check."""
from collections import defaultdict
from typing import Callable, Dict, Hashable, List
import numpy as np
import pandas as pd
import plotly.express as px
from sklearn.dummy import DummyClassifier, DummyRegressor
from sklearn.pipeline import Pipeline
from sklearn.tree imp... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/model_evaluation/simple_model_comparison.py | 0.911913 | 0.593433 | simple_model_comparison.py | pypi |
"""Boosting overfit check module."""
from copy import deepcopy
from typing import Callable, Tuple, Union
import numpy as np
import plotly.graph_objects as go
from sklearn.pipeline import Pipeline
from runml_checks.core import CheckResult, ConditionCategory, ConditionResult
from runml_checks.core.errors import runml_c... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/model_evaluation/boosting_overfit.py | 0.957675 | 0.515132 | boosting_overfit.py | pypi |
"""The calibration score check module."""
import typing as t
import plotly.graph_objects as go
from sklearn.calibration import calibration_curve
from sklearn.metrics import brier_score_loss
from runml_checks.core import CheckResult
from runml_checks.tabular import Context, SingleDatasetCheck
from runml_checks.utils.t... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/model_evaluation/calibration_score.py | 0.956043 | 0.562777 | calibration_score.py | pypi |
"""The model inference time check module."""
import timeit
import typing as t
import numpy as np
from runml_checks.core import CheckResult, ConditionResult
from runml_checks.core.condition import ConditionCategory
from runml_checks.core.errors import runml_checksValueError
from runml_checks.tabular import Context, Si... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/model_evaluation/model_inference_time.py | 0.947636 | 0.48054 | model_inference_time.py | pypi |
"""Module of weak segments performance check."""
from collections import defaultdict
from typing import Callable, Dict, List, Union
import numpy as np
import pandas as pd
import plotly.express as px
import sklearn
from category_encoders import TargetEncoder
from packaging import version
from sklearn.model_selection im... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/model_evaluation/weak_segments_performance.py | 0.938717 | 0.54698 | weak_segments_performance.py | pypi |
"""The regression_error_distribution check module."""
import pandas as pd
import plotly.express as px
from scipy.stats import kurtosis
from runml_checks.core import CheckResult, ConditionCategory, ConditionResult
from runml_checks.tabular import Context, SingleDatasetCheck
from runml_checks.utils.strings import format... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/model_evaluation/regression_error_distribution.py | 0.953177 | 0.699588 | regression_error_distribution.py | pypi |
"""Module containing multi model performance report check."""
from typing import Callable, Dict, cast
import pandas as pd
import plotly.express as px
from runml_checks.core import CheckResult
from runml_checks.tabular import ModelComparisonCheck, ModelComparisonContext
from runml_checks.tabular.utils.task_type import... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/model_evaluation/multi_model_performance_report.py | 0.946535 | 0.482368 | multi_model_performance_report.py | pypi |
"""The RegressionSystematicError check module."""
import plotly.graph_objects as go
from sklearn.metrics import mean_squared_error
from runml_checks.core import CheckResult, ConditionResult
from runml_checks.core.condition import ConditionCategory
from runml_checks.tabular import Context, SingleDatasetCheck
from runml... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/model_evaluation/regression_systematic_error.py | 0.961552 | 0.572603 | regression_systematic_error.py | pypi |
"""Module containing performance report check."""
from typing import Callable, Dict, TypeVar, Union, cast
import pandas as pd
import plotly.express as px
from runml_checks.core import CheckResult
from runml_checks.core.check_utils.class_performance_utils import (
get_condition_class_performance_imbalance_ratio_le... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/checks/model_evaluation/performance_report.py | 0.955345 | 0.567277 | performance_report.py | pypi |
"""The avocado dataset contains historical data on avocado prices and sales volume in multiple US markets."""
import typing as t
from urllib.request import urlopen
import joblib
import pandas as pd
import sklearn
from category_encoders import OneHotEncoder
from sklearn.compose import ColumnTransformer
from sklearn.ens... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/datasets/regression/avocado.py | 0.911548 | 0.705924 | avocado.py | pypi |
"""The data set contains features for binary prediction of the income of an adult (the adult dataset)."""
import typing as t
from urllib.request import urlopen
import joblib
import pandas as pd
import sklearn
from category_encoders import OrdinalEncoder
from sklearn.compose import ColumnTransformer
from sklearn.ensemb... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/datasets/classification/adult.py | 0.910598 | 0.680786 | adult.py | pypi |
"""The data set contains features for binary prediction of breast cancer."""
import typing as t
from urllib.request import urlopen
import joblib
import pandas as pd
import sklearn
from sklearn.ensemble import AdaBoostClassifier
from runml_checks.tabular.dataset import Dataset
__all__ = ['load_data', 'load_fitted_mod... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/datasets/classification/breast_cancer.py | 0.932928 | 0.690716 | breast_cancer.py | pypi |
"""The data set contains 3 classes of 50 instances each, where each class refers to a type of iris plant."""
import typing as t
from urllib.request import urlopen
import joblib
import pandas as pd
import sklearn
from sklearn.ensemble import RandomForestClassifier
from runml_checks.tabular.dataset import Dataset
__al... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/datasets/classification/iris.py | 0.943263 | 0.66792 | iris.py | pypi |
"""The phishing dataset contains a slightly synthetic dataset of urls - some regular and some used for phishing."""
import typing as t
from urllib.request import urlopen
import joblib
import pandas as pd
import sklearn
from category_encoders import OneHotEncoder
from sklearn.compose import ColumnTransformer
from sklea... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/datasets/classification/phishing.py | 0.918763 | 0.584004 | phishing.py | pypi |
"""The data set contains features for binary prediction of whether a loan will be approved or not."""
import typing as t
import warnings
from urllib.request import urlopen
import joblib
import numpy as np
import pandas as pd
import sklearn
from category_encoders import OrdinalEncoder
from sklearn.compose import Column... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/datasets/classification/lending_club.py | 0.875388 | 0.541045 | lending_club.py | pypi |
"""Tabular objects validation utilities."""
import typing as t
import numpy as np
import pandas as pd
from runml_checks import tabular
from runml_checks.core import errors
from runml_checks.utils.typing import BasicModel
__all__ = [
'model_type_validation',
'validate_model',
'ensure_dataframe_type',
... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/utils/validation.py | 0.906259 | 0.566678 | validation.py | pypi |
import warnings
from typing import Callable, Dict, List, Union
from runml_checks.tabular import Suite
from runml_checks.tabular.checks import (BoostingOverfit, CalibrationScore, CategoryMismatchTrainTest, ConflictingLabels,
ConfusionMatrixReport, DataDuplicates, DatasetsSizeCompa... | /runml_checks-1.0.0-py3-none-any.whl/runml_checks/tabular/suites/default_suites.py | 0.896115 | 0.584864 | default_suites.py | pypi |
import inspect
from typing import Callable
import torch
from deepchecks.core.errors import DeepchecksBaseError
from deepchecks.vision import Context, SingleDatasetCheck, TrainTestCheck, checks
from deepchecks.vision.datasets.classification import mnist
from deepchecks.vision.datasets.detection import coco
from deepch... | /runml_checks-1.0.0-py3-none-any.whl/benchmarks/vision_bench.py | 0.641198 | 0.414366 | vision_bench.py | pypi |
from .runnerlog import RunnerLog as Logger
class Assertion:
'''Assertion class provides the assert statement in test case'''
def __init__(self, order = None):
self.failureException = AssertionError
self.order = order
def assertTrue(self, expr=True, msg=None):
'''Fail the ... | /runner-easyuiautomator-1.3.tar.gz/runner-easyuiautomator-1.3/runner/common/assertion.py | 0.501709 | 0.186003 | assertion.py | pypi |
import logging
import traceback
from time import perf_counter
from typing import List, Optional, Sequence
import pandas as pd # type: ignore
from mate.alerts import Alert, AlertTarget, FeatureAlertKind, InferenceException
from mate.checks import is_out_of_bounds, is_outlier
from mate.db import (
Feature,
Fea... | /running_mate-0.0.6-py3-none-any.whl/mate/run.py | 0.781664 | 0.196055 | run.py | pypi |
import json
import logging
from abc import ABC, abstractmethod
from dataclasses import asdict, dataclass
from enum import Enum
from typing import Dict, List, Optional, Union
import requests # type: ignore
from mate.db import FeatureAlert
logger = logging.getLogger("mate")
class FeatureAlertKind(Enum):
OUTLIER... | /running_mate-0.0.6-py3-none-any.whl/mate/alerts.py | 0.809276 | 0.170404 | alerts.py | pypi |
import datetime
import logging
import os
import pathlib
from typing import List, Union
from peewee import ( # type: ignore
CharField,
DatabaseProxy,
DateTimeField,
FloatField,
ForeignKeyField,
IntegerField,
Model,
SqliteDatabase,
)
logger = logging.getLogger("mate")
db = DatabasePro... | /running_mate-0.0.6-py3-none-any.whl/mate/db.py | 0.661923 | 0.190799 | db.py | pypi |
import pandas as pd # type: ignore
from mate.db import Feature, NumericalStats, StringStats, get_current_mate
from mate.stats import (
CommonStatistics,
FeatureStatistics,
FeatureType,
NumericalStatistics,
Statistics,
StringStatistics,
)
def generate_baseline_stats(df: pd.DataFrame, name: st... | /running_mate-0.0.6-py3-none-any.whl/mate/generators.py | 0.518302 | 0.415195 | generators.py | pypi |
from typing import Any, Dict
import yaml
from running.suite import BenchmarkSuite
from running.runtime import Runtime
from running.modifier import Modifier
from pathlib import Path
import functools
import copy
import logging
import os
def load_class(cls, config):
return {k: cls.from_config(k, v) for (k, v) in con... | /running-ng-0.4.1.tar.gz/running-ng-0.4.1/src/running/config.py | 0.674158 | 0.290477 | config.py | pypi |
from pathlib import Path
from typing import Any, Dict, Optional, Union, List, Sequence
from running.benchmark import JavaBenchmark, BinaryBenchmark, Benchmark, JavaScriptBenchmark, JuliaBenchmark
from running.runtime import OpenJDK, Runtime
from running.modifier import JVMArg, Modifier
import logging
from running.util ... | /running-ng-0.4.1.tar.gz/running-ng-0.4.1/src/running/suite.py | 0.850608 | 0.214445 | suite.py | pypi |
from typing import Optional, Iterable, Callable
import subprocess
def fillin(callback: Callable[[int, Iterable[int]], None], levels: int, start: Optional[int] = None):
"""Fill the parameter space
The parameter space is from 0, 1, 2, ..., 2^levels (not right-inclusive).
The advantage of using this functi... | /running-ng-0.4.1.tar.gz/running-ng-0.4.1/src/running/command/fillin.py | 0.925091 | 0.585042 | fillin.py | pypi |
from copy import deepcopy
from pathlib import Path
import gzip
import enum
from typing import Any, Callable, Dict, List
import functools
import re
from running.config import Configuration
import os
MMTk_HEADER = "============================ MMTk Statistics Totals ============================"
MMTk_FOOTER = "---------... | /running-ng-0.4.1.tar.gz/running-ng-0.4.1/src/running/command/log_preprocessor.py | 0.563258 | 0.230584 | log_preprocessor.py | pypi |
import logging
from typing import DefaultDict, Dict, List, Any, Optional, Set, Tuple, BinaryIO, TYPE_CHECKING
from running.suite import BenchmarkSuite, is_dry_run
from running.benchmark import Benchmark, SubprocessrExit
from running.config import Configuration
from pathlib import Path
from running.util import parse_con... | /running-ng-0.4.1.tar.gz/running-ng-0.4.1/src/running/command/runbms.py | 0.858021 | 0.214177 | runbms.py | pypi |
from pathlib import Path
from typing import Any, Dict, Optional, TYPE_CHECKING
if TYPE_CHECKING:
from running.benchmark import Benchmark
class RunbmsPlugin(object):
CLS_MAPPING: Dict[str, Any]
CLS_MAPPING = {}
def __init__(self, **kwargs):
self.name = kwargs["name"]
self.run_id = None... | /running-ng-0.4.1.tar.gz/running-ng-0.4.1/src/running/plugin/runbms/__init__.py | 0.847968 | 0.172329 | __init__.py | pypi |
# Quickstart
This guide will show you how to use `running-ng` to compare two different builds of JVMs.
**Note that for each occurrence in the form `/path/to/*`, you need to replace it with the real path of the respective item in the filesystem.**
## Installation
Please follow the [installation guide](./install.md) to... | /running-ng-0.4.1.tar.gz/running-ng-0.4.1/docs/src/quickstart.md | 0.436502 | 0.930774 | quickstart.md | pypi |
# Configuration File Syntax
The configuration file is in YAML format.
You can find a good YAML tutorial
[here](https://docs.ansible.com/ansible/latest/reference_appendices/YAMLSyntax.html).
Below is the documentation for all the top-level keys that are common to all
commands.
## `benchmarks`
A YAML list of benchmarks ... | /running-ng-0.4.1.tar.gz/running-ng-0.4.1/docs/src/references/index.md | 0.598664 | 0.961207 | index.md | pypi |
# Benchmark Suite
## `BinaryBenchmarkSuite` (preview ⚠️)
A `BinaryBenchmarkSuite` is a suite of programs which can be used to run binary
benchmarks such as for C/C++ benchmarking.
### Keys
`programs`: A yaml list of benchmarks in the format:
```yaml
programs:
<BM_NAME_1>:
path: /full/path/to/benchmark/binary_1... | /running-ng-0.4.1.tar.gz/running-ng-0.4.1/docs/src/references/suite.md | 0.400984 | 0.928474 | suite.md | pypi |
from .exceptions import DistanceOutOfBoundsError
C_K1 = 0.0654
C_K2 = 0.00258
C_A = 85
C_B = 950
PORTUGESE_TABLE = (
(40, 11),
(50, 10.9960),
(60, 10.9830),
(70, 10.9620),
(80, 10.934),
(90, 10.9000),
(100, 10.8600),
(110, 10.8150),
(120, 10.765),
(130, 10.7110),
(140, 10.6... | /running_performance-0.2.1-py3-none-any.whl/running_performance/purdy.py | 0.640074 | 0.439928 | purdy.py | pypi |
from datetime import datetime, timedelta
from .helpers import string_to_date
from .helpers import convert_distance
class Stats:
"""It's calculate statistics for the runner"""
def __init__(self, runner, **kwargs):
self.runner = runner
self.from_date = kwargs.get('from_date')
self.to_da... | /running_results_fetcher-0.2.2.tar.gz/running_results_fetcher-0.2.2/running_results_fetcher/stats.py | 0.870322 | 0.255448 | stats.py | pypi |
from datetime import datetime
from datetime import timedelta
from .helpers import convert_distance
class RaceResult:
def __init__(self, **kwargs):
self.race_name = kwargs.get('race_name', '')
self.distance = kwargs.get('distance')
self.runner_birth = kwargs.get('runner_birth')
self... | /running_results_fetcher-0.2.2.tar.gz/running_results_fetcher-0.2.2/running_results_fetcher/race_result.py | 0.716913 | 0.197599 | race_result.py | pypi |
from .race_result import RaceResult
from .stats import Stats
class Runner:
"A class represents a Runner"
def __init__(self, name, birth):
"""
Arguments:
name {str} -- name and surname of the runner
birth {str} --the year of birth of a runner
"""
self.n... | /running_results_fetcher-0.2.2.tar.gz/running_results_fetcher-0.2.2/running_results_fetcher/runner.py | 0.860925 | 0.414366 | runner.py | pypi |
import re
import enum
import click
from typing import Tuple, Optional
DISTANCE_UNITS = {
'feet': 0.3048,
'foot': 0.3048,
'yard': 0.9144,
'yards': 0.9144,
'm': 1,
'meter': 1,
'meters': 1,
'k': 1000,
'km': 1000,
'kilometer': 1000,
'mile': 1609.344,
'miles': 1609.344,
'... | /running-0.1.3.tar.gz/running-0.1.3/running.py | 0.786664 | 0.356839 | running.py | pypi |
import sys
import argparse
import inspect
import pydoc
from typing import Dict, List, Tuple, Callable, Optional
from pathlib import Path
from types import ModuleType
from collections.abc import ItemsView
def filter_vars(imported_vars: ItemsView) -> Dict[str, Callable]:
"""Gets the name and object of the callable ... | /runp3-0.0.6-py3-none-any.whl/runp/runp.py | 0.661486 | 0.328556 | runp.py | pypi |
[](https://pypi.org/project/runpandarun/)
[](https://github.com/simonwoerpel/runpandarun/actions/workflows/python.yml)
[![pre-commit](https://img... | /runpandarun-0.2.5.tar.gz/runpandarun-0.2.5/README.md | 0.688154 | 0.961606 | README.md | pypi |
.. image:: https://raw.githubusercontent.com/corriporai/runpandas/master/docs/source/_static/images/runpandas_banner.png
RunPandas - Python Package for handing running data from GPS-enabled devices to worldwide race results.
=============================================================================================... | /runpandas-0.6.0.tar.gz/runpandas-0.6.0/README.rst | 0.857291 | 0.809878 | README.rst | pypi |
<div id="top"></div>
# Run Jupyter notebooks quietly from command-line
[](https://pypi.org/project/runpynb/)
<br>
[
# Run Registry Client
Python client to retrieve and query data from [CMS Run Registry](https://cmsrunregistry.web.cern.ch).
To switch to [Dev CMS Run Registry](https://dev-cmsrunregistry.web.cern.ch) do:
... | /runregistry-1.0.0.tar.gz/runregistry-1.0.0/README.md | 0.447702 | 0.906446 | README.md | pypi |
[![Contributors][contributors-shield]][contributors-url]
[![Forks][forks-shield]][forks-url]
[![Stargazers][stars-shield]][stars-url]
[![Issues][issues-shield]][issues-url]
[![MIT License][license-shield]][license-url]
[![LinkedIn][linkedin-shield]][linkedin-url]
<!-- PROJECT LOGO -->
<br />
<div>
<p>
<a href=... | /runrex-0.4.2.tar.gz/runrex-0.4.2/README.md | 0.93408 | 0.743866 | README.md | pypi |
RunStats: Computing Statistics and Regression in One Pass
=========================================================
`RunStats`_ is an Apache2 licensed Python module for online statistics and
online regression. Statistics and regression summaries are computed in a single
pass. Previous values are not recorded in summar... | /runstats-1.8.0.tar.gz/runstats-1.8.0/README.rst | 0.944511 | 0.917598 | README.rst | pypi |
# runtasks
A simple task runner for Python that is useful for build scripts.
It is designed to allow Python functions to be called from the command line with no frameworks
to get in the way. The "run" utility searches up the directory tree for a file named
"tasks.py". Any functions decorated with `@task` are callab... | /runtasks-3.6.0.tar.gz/runtasks-3.6.0/README.md | 0.780244 | 0.880951 | README.md | pypi |
from xml.sax.saxutils import XMLFilterBase
class text_normalize_filter(XMLFilterBase):
"""
SAX filter to ensure that contiguous white space nodes are
delivered merged into a single node
"""
def __init__(self, upstream, downstream):
XMLFilterBase.__init__(self, upstream)
self._d... | /runtilities-2.2.0.tar.gz/runtilities-2.2.0/running/textnormalize.py | 0.669421 | 0.153296 | textnormalize.py | pypi |
from argparse import ArgumentParser
from csv import DictWriter
from datetime import timedelta
# pypi
from loutilities.xmldict import ConvertXmlToDict
class ParameterError(Exception): pass
def dist2miles(distel):
dist = float(distel['_text'])
distunits = distel['unit']
if distunits == 'mi':
pass
... | /runtilities-2.2.0.tar.gz/runtilities-2.2.0/running/parseralogxml.py | 0.533884 | 0.174551 | parseralogxml.py | pypi |
  [](https://pypi.org/project/runtime-config-py/) [
_thread_local.stack = collections.defaultdict(list)
class Context(dict):
"""
Dictionary of current state.
Do not work with this directly, instead use RuntimeContextWrapper.
Includes a link to the wra... | /runtime-context-3.0.0.tar.gz/runtime-context-3.0.0/runtime_context/runtime_context.py | 0.73431 | 0.16132 | runtime_context.py | pypi |
from __future__ import annotations
__all__ = [
"KeyPath",
"KeyPathSupporting",
]
# region[Keywords]
from typing import TYPE_CHECKING, Final, Generic, Protocol, TypeVar, cast, final
# endregion[Keywords]
# region[Types]
if TYPE_CHECKING:
from typing import Any, Sequence
# endregion[Types]
import th... | /runtime_keypath-0.1.2-py3-none-any.whl/runtime_keypath/_core.py | 0.932423 | 0.333829 | _core.py | pypi |
`runtime-syspath` is a package to ease programmatically adding src root
paths to `sys.path`. This is targeted at python test code that needs to
discover a project's solution source to test.
> :exclamation: It is generally **frowned upon** to alter the `sys.path`
> programmatically as it confuses development, especiall... | /runtime-syspath-0.2.14.tar.gz/runtime-syspath-0.2.14/README.md | 0.841696 | 0.877896 | README.md | pypi |
import os
import re
import sys
from itertools import chain
from pathlib import Path, PurePath
from string import Template
from types import ModuleType
from typing import Dict, List, Optional, Pattern, Set, Tuple, Union
from .syspath_path_utils import get_project_root_dir
from .syspath_sleuth import get_customize_path
... | /runtime-syspath-0.2.14.tar.gz/runtime-syspath-0.2.14/src/runtime_syspath/syspath_utils.py | 0.618896 | 0.228329 | syspath_utils.py | pypi |
from abc import ABCMeta, abstractmethod
from collections.abc import Mapping as MappingCol, Collection
from contextlib import suppress
from functools import lru_cache, wraps
from inspect import isclass, isfunction, ismethod, signature, unwrap
from typing import Any, Callable, Iterable, Mapping, Tuple, Union, get_type_hi... | /runtime_type_checker-0.5.0-py3-none-any.whl/runtime_type_checker/_checkers.py | 0.81928 | 0.171512 | _checkers.py | pypi |
from inspect import signature
import sys
from types import FunctionType
from typing import (
Any,
Callable,
get_type_hints,
Mapping,
Sequence,
)
try:
from typing import _eval_type
except ImportError as e:
raise NotImplementedError("runtime-type-checker is incompatible with the version of py... | /runtime_type_checker-0.5.0-py3-none-any.whl/runtime_type_checker/utils.py | 0.54577 | 0.18591 | utils.py | pypi |
from inspect import _empty, signature
from functools import wraps
from typing import Callable, Literal, Iterable, Optional
from runtime_typing.typed_function import TypedFunction
from runtime_typing.utils import optional_arguments_to_decorator
@optional_arguments_to_decorator
def typed(
obj: "Callable",
mode... | /runtime_typing-1.0.0.tar.gz/runtime_typing-1.0.0/runtime_typing/typed.py | 0.928124 | 0.541773 | typed.py | pypi |
from collections.abc import Callable, Iterable
from typing import (
get_args,
get_type_hints,
Any,
Callable as TypingCallable,
Dict,
_GenericAlias,
Iterable as TypingIterable,
List,
Literal,
Optional,
Tuple,
TypeVar,
TypedDict,
Union,
)
from warnings import warn
... | /runtime_typing-1.0.0.tar.gz/runtime_typing-1.0.0/runtime_typing/typed_function.py | 0.906614 | 0.239161 | typed_function.py | pypi |
from abc import ABC, abstractmethod
from contextlib import suppress
from typing import Any, List, Literal, Optional
from warnings import warn
class RuntimeTypingError(Exception):
pass
class RuntimeTypingWarning(Warning):
pass
HandleViolationMode = Literal["raise", "warn", "return"]
class RuntimeTypingVi... | /runtime_typing-1.0.0.tar.gz/runtime_typing-1.0.0/runtime_typing/violations.py | 0.953253 | 0.283031 | violations.py | pypi |
import sys
from collections import namedtuple
from inspect import isfunction, isclass, getmembers
from functools import wraps
from typing import (
get_args,
get_origin,
Any,
_GenericAlias,
Iterable,
Literal,
Set,
Union,
TypedDict,
TypeVar,
)
Parameter = namedtuple("Parameter",... | /runtime_typing-1.0.0.tar.gz/runtime_typing-1.0.0/runtime_typing/utils.py | 0.513425 | 0.177045 | utils.py | pypi |
from __future__ import annotations
import os
import re
from pathlib import Path
class EnvLoader:
"""Load local .env file into environment variables."""
def __init__(self, working_directory: Path | None = None) -> None:
"""
Create .env loader.
Args:
working_directory: Set... | /runtime_yolk-1.2.3-py3-none-any.whl/runtime_yolk/env_loader.py | 0.794225 | 0.246046 | env_loader.py | pypi |
from __future__ import annotations
import os
import re
from configparser import ConfigParser
from pathlib import Path
from runtime_yolk.util.file_rule import get_file_name
INTERPOLATE_PATTERN = "{{(.+?)}}"
class ConfigLoader:
"""Load and store configuration data"""
def __init__(self, *, working_directory:... | /runtime_yolk-1.2.3-py3-none-any.whl/runtime_yolk/config_loader.py | 0.841468 | 0.180089 | config_loader.py | pypi |
from __future__ import annotations
import re
from argparse import ArgumentParser
from argparse import Namespace
def _parse_args(arg_list: list[str] | None = None) -> Namespace:
"""Parse sys.argv."""
parser = ArgumentParser("Add, update, or remove env values from .env file.")
parser.add_argument(
... | /runtime_yolk-1.2.3-py3-none-any.whl/runtime_yolk/env_cli.py | 0.593609 | 0.167627 | env_cli.py | pypi |
from importlib.resources import Package
from pathlib import Path
from os import PathLike
from setuptools import Command
from setuptools.command.build import build
from typing import Any, Callable, List, Union
PathType = str | PathLike[Any]
DEFAULT_FN = "runtime_build"
def load_python_config(config_file_path: Path, ... | /runtime_builder-0.1.1.tar.gz/runtime_builder-0.1.1/runtime_builder.py | 0.795301 | 0.326298 | runtime_builder.py | pypi |
import logging, json
from dataclasses import dataclass
from datetime import datetime
import dateutil.parser
from robot.libraries.BuiltIn import BuiltIn
from robot.libraries import DateTime as RobotDateTime
from RW import platform
from RW.Core import Core
logger = logging.getLogger(__name__)
def _overwrite_shell_r... | /runwhen_cli_keywords-0.0.4-py3-none-any.whl/RW/CLI/cli_utils.py | 0.640973 | 0.257467 | cli_utils.py | pypi |
import re
from typing import Optional, Union
import requests
from RW import restclient
from RW import platform
from RW.Utils import utils
class Kubectl:
#TODO: remove and incorporate into K8s v3 rework
"""
Kubectl keyword library can be used to interact with Kubernetes clusters via kubectl location servic... | /runwhen_keywords-0.0.1.tar.gz/runwhen_keywords-0.0.1/RW/Kubectl.py | 0.464173 | 0.286168 | Kubectl.py | pypi |
import jira
from typing import Optional
from RW.Utils import utils
class Jira:
#TODO: refactor for new platform use
"""
Jira is a keyword library for integrating with the Jira system.
You need to provide a Jira server URL, a Jira User, and a Jira User Token
to use this library.
The first step ... | /runwhen_keywords-0.0.1.tar.gz/runwhen_keywords-0.0.1/RW/Jira.py | 0.516595 | 0.49469 | Jira.py | pypi |
from dataclasses import dataclass
from robot.libraries.BuiltIn import BuiltIn
from typing import Union
from RW.Utils import utils
from RW.Utils.utils import Status
from RW import platform
class Elasticsearch:
#TODO: refactor for new platform use
"""
Elasticsearch is a keyword library for integrating with ... | /runwhen_keywords-0.0.1.tar.gz/runwhen_keywords-0.0.1/RW/Elasticsearch.py | 0.634883 | 0.320017 | Elasticsearch.py | pypi |
from typing import Union
from dataclasses import dataclass
from robot.libraries.BuiltIn import BuiltIn
from RW.Utils import utils
from RW.Utils.utils import Status
class Grafana:
#TODO: refactor for new platform use
"""
Grafana is a keyword library for integrating with the Grafana Dashboard.
You need ... | /runwhen_keywords-0.0.1.tar.gz/runwhen_keywords-0.0.1/RW/Grafana.py | 0.650023 | 0.336808 | Grafana.py | pypi |
from pdpyras import APISession
from typing import Optional
from RW.Utils import utils
class PagerDuty:
#TODO: refactor for new platform use
"""
PagerDuty keyword library can be used to create new incident in PagerDuty.
"""
ROBOT_LIBRARY_SCOPE = "GLOBAL"
def __init__(self, api_token: Optional... | /runwhen_keywords-0.0.1.tar.gz/runwhen_keywords-0.0.1/RW/PagerDuty.py | 0.623835 | 0.269612 | PagerDuty.py | pypi |
import re
import requests
from typing import Optional, Union
from RW.Utils import utils
REQUESTS_TIMEOUT = 45
#TODO: delete & cleanup to simplify HTTP interfaces - still in use by HTTP module
def create_session(headers: Union[str, object, None]) -> object:
session = requests.Session()
update_session_headers... | /runwhen_keywords-0.0.1.tar.gz/runwhen_keywords-0.0.1/RW/restclient.py | 0.535584 | 0.184198 | restclient.py | pypi |
import re, os, random, traceback
import requests
from typing import Optional, Union, List
from robot.libraries.BuiltIn import BuiltIn
from RW import platform
from RW.Utils import utils
class RWUtils:
#TODO: merge with utils
"""Utility keyword library for useful bits and bobs."""
ROBOT_LIBRARY_SCOPE = "G... | /runwhen_keywords-0.0.1.tar.gz/runwhen_keywords-0.0.1/RW/Utils/RWUtils.py | 0.672009 | 0.395689 | RWUtils.py | pypi |
from typing import Iterable, Any, Union, Optional
import os, pprint, functools, time, json, datetime, yaml, logging, re, xml.dom.minidom, urllib.parse
import jmespath
from enum import Enum
from benedict import benedict
from robot.libraries.BuiltIn import BuiltIn
from RW import platform
logger = logging.getLogger(__na... | /runwhen_keywords-0.0.1.tar.gz/runwhen_keywords-0.0.1/RW/Utils/utils.py | 0.616474 | 0.288832 | utils.py | pypi |
import requests, datetime, re, time, json, os, urllib
from dataclasses import dataclass
from typing import Union, Optional
from RW import platform
from RW.Core import Core
class Papi:
# TODO: refactor & improve docstrings
"""
Papi is a keyword library that integrates with the RunWhen Public API.
"""... | /runwhen_keywords-0.0.1.tar.gz/runwhen_keywords-0.0.1/RW/RunWhen/papi.py | 0.596551 | 0.262118 | papi.py | pypi |
import time, os
from dataclasses import dataclass
from typing import Union, Optional
from RW.Utils import utils
from RW import platform
from datetime import datetime, timezone
from dateutil.relativedelta import relativedelta
from datadog_api_client import ApiClient, Configuration
from datadog_api_client.v1.api.metric... | /runwhen_keywords-0.0.1.tar.gz/runwhen_keywords-0.0.1/RW/Datadog/datadog.py | 0.918352 | 0.270809 | datadog.py | pypi |
import re, kubernetes, yaml, logging
from struct import unpack
import dateutil.parser
from benedict import benedict
from typing import Optional, Union
from RW import platform
from enum import Enum
from RW.Utils.utils import stdout_to_list
logger = logging.getLogger(__name__)
class K8sConnectionMixin:
"""
A mi... | /runwhen_keywords-0.0.1.tar.gz/runwhen_keywords-0.0.1/RW/K8s/k8s_connection_mixin.py | 0.830663 | 0.237753 | k8s_connection_mixin.py | pypi |
import re, kubernetes, yaml, logging, json, jmespath
from struct import unpack
import dateutil.parser
from benedict import benedict
from typing import Optional, Union
from RW import platform
from RW.Utils import utils
from enum import Enum
from .namespace_tasks_mixin import NamespaceTasksMixin
logger = logging.getLogg... | /runwhen_keywords-0.0.1.tar.gz/runwhen_keywords-0.0.1/RW/K8s/k8s.py | 0.827689 | 0.230551 | k8s.py | pypi |
import logging
from sdcclient import SdMonitorClient
from dataclasses import dataclass
from typing import Union, Optional
from RW.Core import Core
from RW import platform
from RW.Utils import utils
from RW.Utils.utils import Status
from RW.Prometheus import Prometheus
logger = logging.getLogger(__name__)
class Sysdi... | /runwhen_keywords-0.0.1.tar.gz/runwhen_keywords-0.0.1/RW/Sysdig/Sysdig.py | 0.912224 | 0.315736 | Sysdig.py | pypi |
import requests
from RW import platform
class StatusPage:
"""Used to fetch and validate data/metrics from a Uptime.com status page and its components.
Returns:
_type_: None
"""
ROBOT_LIBRARY_SCOPE = "GLOBAL"
def get_component_status(
self, auth_token: platform.Secret, url: str, ... | /runwhen_keywords-0.0.1.tar.gz/runwhen_keywords-0.0.1/RW/Uptime/StatusPage.py | 0.769773 | 0.340759 | StatusPage.py | pypi |
from datetime import datetime, timezone
from enum import Enum
from typing import Set
from dateutil import parser
import requests
from RW.Utils.utils import parse_timedelta
GITHUB_SUMMARY_PAGE = "https://www.githubstatus.com/api/v2/summary.json"
class Status:
"""
GitHub Status keyword library
"""
cl... | /runwhen_keywords-0.0.1.tar.gz/runwhen_keywords-0.0.1/RW/GitHub/Status.py | 0.867261 | 0.265601 | Status.py | pypi |
import github
from github import Github
from typing import Optional, Union
from dataclasses import dataclass
from RW.Utils import utils
class GitHub:
#TODO: refactor and update for platform use
"""
GitHub keyword library defines keywords for interacting with GitHub
services.
"""
ROBOT_LIBRARY... | /runwhen_keywords-0.0.1.tar.gz/runwhen_keywords-0.0.1/RW/GitHub/__init__.py | 0.666605 | 0.287568 | __init__.py | pypi |
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