

from datetime import datetime

import matplotlib.pyplot as plt
import torch


def 					_UpperCAmelCase       (  _SCREAMING_SNAKE_CASE					:		Dict       ):





    """simple docstring"""


    for param in module.parameters():
        SCREAMING_SNAKE_CASE_									=						False


def 					_UpperCAmelCase       (  ):





    """simple docstring"""


    SCREAMING_SNAKE_CASE_									=						"""cuda""" if torch.cuda.is_available() else """cpu"""
    if torch.backends.mps.is_available() and torch.backends.mps.is_built():
        SCREAMING_SNAKE_CASE_									=						"""mps"""
    if device == "mps":
        print(
            'WARNING: MPS currently doesn\'t seem to work, and messes up backpropagation without any visible torch'
            ' errors. I recommend using CUDA on a colab notebook or CPU instead if you\'re facing inexplicable issues'
            ' with generations.'       )
    return device


def 					_UpperCAmelCase       (  _SCREAMING_SNAKE_CASE					:		Optional[Any]       ):





    """simple docstring"""


    SCREAMING_SNAKE_CASE_									=						plt.imshow(SCREAMING_SNAKE_CASE__       )
    fig.axes.get_xaxis().set_visible(SCREAMING_SNAKE_CASE__       )
    fig.axes.get_yaxis().set_visible(SCREAMING_SNAKE_CASE__       )
    plt.show()





def 					_UpperCAmelCase       (  ):





    """simple docstring"""


    SCREAMING_SNAKE_CASE_									=						datetime.now()
    SCREAMING_SNAKE_CASE_									=						current_time.strftime('%H:%M:%S'       )
    return timestamp




import os
import zipfile

import requests
from get_ci_error_statistics import download_artifact, get_artifacts_links


def 					_UpperCAmelCase       (  _SCREAMING_SNAKE_CASE					:		List[Any] ,   _SCREAMING_SNAKE_CASE					:		int=7       ):





    """simple docstring"""


    SCREAMING_SNAKE_CASE_									=						None
    if token is not None:
        SCREAMING_SNAKE_CASE_									=						{'Accept': 'application/vnd.github+json', 'Authorization': f"""Bearer {token}"""}

    # The id of a workflow (not of a workflow run)
    SCREAMING_SNAKE_CASE_									=						'636036'

    SCREAMING_SNAKE_CASE_									=						f"""https://api.github.com/repos/huggingface/transformers/actions/workflows/{workflow_id}/runs"""
    # On `main` branch + event being `schedule` + not returning PRs + only `num_runs` results
    url += f"""?branch=main&event=schedule&exclude_pull_requests=true&per_page={num_runs}"""

    SCREAMING_SNAKE_CASE_									=						requests.get(_SCREAMING_SNAKE_CASE ,   headers=_SCREAMING_SNAKE_CASE       ).json()

    return result["workflow_runs"]


def 					_UpperCAmelCase       (  _SCREAMING_SNAKE_CASE					:		str       ):





    """simple docstring"""


    SCREAMING_SNAKE_CASE_									=						get_daily_ci_runs(_SCREAMING_SNAKE_CASE       )
    SCREAMING_SNAKE_CASE_									=						None
    for workflow_run in workflow_runs:
        if workflow_run["status"] == "completed":
            SCREAMING_SNAKE_CASE_									=						workflow_run['id']
            break

    return workflow_run_id


def 					_UpperCAmelCase       (  _SCREAMING_SNAKE_CASE					:		int ,   _SCREAMING_SNAKE_CASE					:		str ,   _SCREAMING_SNAKE_CASE					:		Optional[int]       ):





    """simple docstring"""


    SCREAMING_SNAKE_CASE_									=						get_last_daily_ci_runs(_SCREAMING_SNAKE_CASE       )
    if workflow_run_id is not None:
        SCREAMING_SNAKE_CASE_									=						get_artifacts_links(worflow_run_id=_SCREAMING_SNAKE_CASE ,   token=_SCREAMING_SNAKE_CASE       )
        for artifact_name in artifact_names:
            if artifact_name in artifacts_links:
                SCREAMING_SNAKE_CASE_									=						artifacts_links[artifact_name]
                download_artifact(
                    artifact_name=_SCREAMING_SNAKE_CASE ,   artifact_url=_SCREAMING_SNAKE_CASE ,   output_dir=_SCREAMING_SNAKE_CASE ,   token=_SCREAMING_SNAKE_CASE       )





def 					_UpperCAmelCase       (  _SCREAMING_SNAKE_CASE					:		List[Any] ,   _SCREAMING_SNAKE_CASE					:		str ,   _SCREAMING_SNAKE_CASE					:		List[Any]       ):





    """simple docstring"""


    get_last_daily_ci_artifacts(_SCREAMING_SNAKE_CASE ,   _SCREAMING_SNAKE_CASE ,   _SCREAMING_SNAKE_CASE       )

    SCREAMING_SNAKE_CASE_									=						{}
    for artifact_name in artifact_names:
        SCREAMING_SNAKE_CASE_									=						os.path.join(_SCREAMING_SNAKE_CASE ,   f"""{artifact_name}.zip"""       )
        if os.path.isfile(_SCREAMING_SNAKE_CASE       ):
            SCREAMING_SNAKE_CASE_									=						{}
            with zipfile.ZipFile(_SCREAMING_SNAKE_CASE       ) as z:
                for filename in z.namelist():
                    if not os.path.isdir(_SCREAMING_SNAKE_CASE       ):
                        # read the file
                        with z.open(_SCREAMING_SNAKE_CASE       ) as f:
                            SCREAMING_SNAKE_CASE_									=						f.read().decode('UTF-8'       )

    return results


