



"""simple docstring"""
import json
import os
from datetime import date
from pathlib import Path

from tabulate import DataRow, TableFormat, tabulate


lowerCamelCase_       			=   TableFormat(
    lineabove=None,
    linebelowheader=None,
    linebetweenrows=None,
    linebelow=None,
    headerrow=DataRow('''''', '''|''', '''|'''),
    datarow=DataRow('''''', '''|''', '''|'''),
    padding=1,
    with_header_hide=None,
)


lowerCamelCase_       			=   []
lowerCamelCase_       			=   []

lowerCamelCase_       			=   {'''type''': '''section''', '''text''': {'''type''': '''plain_text''', '''text''': '''No failed tests! 🤗''', '''emoji''': True}}

lowerCamelCase_       			=   [
    {
        '''type''': '''header''',
        '''text''': {
            '''type''': '''plain_text''',
            '''text''': f'🤗 Accelerate nightly {os.environ.get("TEST_TYPE", "")} test results',
            '''emoji''': True,
        },
    }
]

lowerCamelCase_       			=   0
for log in Path().glob('''*.log'''):
			lowerCamelCase_       			=   0
			with open(log, '''r''') as f:
						for line in f:
									lowerCamelCase_       			=   json.loads(line)
									if line.get('''nodeid''', '''''') != "":
												lowerCamelCase_       			=   line['''nodeid''']
												if line.get('''duration''', None) is not None:
															lowerCamelCase_       			=   f'{line["duration"]:.4f}'
															if line.get('''outcome''', '''''') == "failed":
																		section_num_failed += 1
																		failed.append([test, duration, log.name.split('''_''')[0]])
																		total_num_failed += 1
			group_info.append([str(log), section_num_failed, failed])
			lowerCamelCase_       			=   []
			log.unlink()

lowerCamelCase_       			=   ''''''
lowerCamelCase_       			=   []
if total_num_failed > 0:
			for name, num_failed, failed_tests in group_info:
						if num_failed > 0:
									if num_failed == 1:
												message += f"*{name[1:]}: {num_failed} failed test*\n"
									else:
												message += f"*{name[1:]}: {num_failed} failed tests*\n"
									lowerCamelCase_       			=   []
									lowerCamelCase_       			=   {}
									for test in failed_tests:
												lowerCamelCase_       			=   test[0].split('''::''')
												lowerCamelCase_       			=   data[0].split('''/''')[-1]
												if data[0] not in filesafailed:
															lowerCamelCase_       			=   [data[1:]]
												else:
															filesafailed[data[0]] += [data[1:]]
												failed_table.append(data)

									lowerCamelCase_       			=   [test[0] for test in failed_table]
									lowerCamelCase_       			=   list(set(files))
									# Count number of instances in failed_tests
									lowerCamelCase_       			=   []
									for file in individual_files:
												table.append([file, len(filesafailed[file])])

									lowerCamelCase_       			=   tabulate(
									    table,
									    headers=['''Test Location''', '''Num Failed'''],
									    tablefmt=hf_table_format,
									    stralign='''right''',
									)
									message += f"\n```\n{failed_table}\n```"
									all_filesafailed.append(filesafailed)
			if len(message) > 3000:
						lowerCamelCase_       			=   '''Too many failed tests, please see the full report in the Action results.'''
						lowerCamelCase_       			=   len(err) + 10
						lowerCamelCase_       			=   message[: 3000 - offset] + f'\n...\n```\n{err}'
			print(f'### {message}')
else:
			lowerCamelCase_       			=   '''No failed tests! 🤗'''
			print(f'## {message}')
			payload.append(no_error_payload)

if os.environ.get('''TEST_TYPE''', '''''') != "":
			from slack_sdk import WebClient

			lowerCamelCase_       			=   WebClient(token=os.environ['''SLACK_API_TOKEN'''])
			if message != "No failed tests! 🤗":
						lowerCamelCase_       			=   {
						    '''type''': '''section''',
						    '''text''': {
						        '''type''': '''mrkdwn''',
						        '''text''': message,
						    },
						}
						payload.append(md_report)
						lowerCamelCase_       			=   {
						    '''type''': '''section''',
						    '''text''': {
						        '''type''': '''mrkdwn''',
						        '''text''': '''*For more details:*''',
						    },
						    '''accessory''': {
						        '''type''': '''button''',
						        '''text''': {
						            '''type''': '''plain_text''',
						            '''text''': '''Check Action results''',
						            '''emoji''': True,
						        },
						        '''url''': f'https://github.com/{os.environ["GITHUB_REPOSITORY"]}/actions/runs/{os.environ["GITHUB_RUN_ID"]}',
						    },
						}
						payload.append(action_button)
						lowerCamelCase_       			=   {
						    '''type''': '''context''',
						    '''elements''': [
						        {
						            '''type''': '''plain_text''',
						            '''text''': f'Nightly {os.environ.get("TEST_TYPE")} test results for {date.today()}',
						        }
						    ],
						}
						payload.append(date_report)
			lowerCamelCase_       			=   client.chat_postMessage(channel='''#accelerate-ci-daily''', text=message, blocks=payload)
			lowerCamelCase_       			=   response.data['''ts''']
			for failed_file in all_filesafailed:
						for test_location, test_failures in failed_file.items():
									# Keep only the first instance of the test name
									lowerCamelCase_       			=   ''''''
									for i, row in enumerate(test_failures):
												if row[0] != test_class:
															lowerCamelCase_       			=   row[0]
												else:
															lowerCamelCase_       			=   ''''''

									lowerCamelCase_       			=   {
									    '''type''': '''section''',
									    '''text''': {
									        '''type''': '''mrkdwn''',
									        '''text''': f'Test location: {test_location}\n```\n{tabulate(test_failures, headers=["Class", "Test"], tablefmt=hf_table_format, stralign="right")}\n```',
									    },
									}

									client.chat_postMessage(
									    channel='''#accelerate-ci-daily''',
									    thread_ts=ts,
									    blocks=[payload],
									)











"""simple docstring"""
import os

import pytest

from datasets import (
    get_dataset_config_info,
    get_dataset_config_names,
    get_dataset_infos,
    get_dataset_split_names,
    inspect_dataset,
    inspect_metric,
)


lowerCamelCase_       			=   pytest.mark.integration

@pytest.mark.parametrize("path"			,["paws", "csv"]		)
def        snake_case   (     A__			,A__		):
			inspect_dataset(A__			,A__		)
			UpperCAmelCase_  :				Tuple      =      path + ".py"
			assert script_name in os.listdir(A__		)
			assert "__pycache__" not in os.listdir(A__		)

@pytest.mark.filterwarnings("ignore:inspect_metric is deprecated:FutureWarning"		)
@pytest.mark.filterwarnings("ignore:metric_module_factory is deprecated:FutureWarning"		)
@pytest.mark.parametrize("path"			,["accuracy"]		)
def        snake_case   (     A__			,A__		):
			inspect_metric(A__			,A__		)
			UpperCAmelCase_  :				List[str]      =      path + ".py"
			assert script_name in os.listdir(A__		)
			assert "__pycache__" not in os.listdir(A__		)

@pytest.mark.parametrize(
    "path, config_name, expected_splits"			,[
        ("squad", "plain_text", ["train", "validation"]),
        ("dalle-mini/wit", "dalle-mini--wit", ["train"]),
        ("paws", "labeled_final", ["train", "test", "validation"]),
    ]			,)
def        snake_case   (     A__			,A__			,A__		):
			UpperCAmelCase_  :				Dict      =      get_dataset_config_info(A__			,config_name=A__		)
			assert info.config_name == config_name
			assert list(info.splits.keys()		) == expected_splits

@pytest.mark.parametrize(
    "path, config_name, expected_exception"			,[
        ("paws", None, ValueError),
    ]			,)
def        snake_case   (     A__			,A__			,A__		):
			with pytest.raises(A__		):
						get_dataset_config_info(A__			,config_name=A__		)

@pytest.mark.parametrize(
    "path, expected"			,[
        ("squad", "plain_text"),
        ("acronym_identification", "default"),
        ("lhoestq/squad", "plain_text"),
        ("lhoestq/test", "default"),
        ("lhoestq/demo1", "lhoestq--demo1"),
        ("dalle-mini/wit", "dalle-mini--wit"),
    ]			,)
def        snake_case   (     A__			,A__		):
			UpperCAmelCase_  :				str      =      get_dataset_config_names(A__		)
			assert expected in config_names

@pytest.mark.parametrize(
    "path, expected_configs, expected_splits_in_first_config"			,[
        ("squad", ["plain_text"], ["train", "validation"]),
        ("dalle-mini/wit", ["dalle-mini--wit"], ["train"]),
        ("paws", ["labeled_final", "labeled_swap", "unlabeled_final"], ["train", "test", "validation"]),
    ]			,)
def        snake_case   (     A__			,A__			,A__		):
			UpperCAmelCase_  :				List[str]      =      get_dataset_infos(A__		)
			assert list(infos.keys()		) == expected_configs
			UpperCAmelCase_  :				List[str]      =      expected_configs[0]
			assert expected_config in infos
			UpperCAmelCase_  :				int      =      infos[expected_config]
			assert info.config_name == expected_config
			assert list(info.splits.keys()		) == expected_splits_in_first_config

@pytest.mark.parametrize(
    "path, expected_config, expected_splits"			,[
        ("squad", "plain_text", ["train", "validation"]),
        ("dalle-mini/wit", "dalle-mini--wit", ["train"]),
        ("paws", "labeled_final", ["train", "test", "validation"]),
    ]			,)
def        snake_case   (     A__			,A__			,A__		):
			UpperCAmelCase_  :				Optional[Any]      =      get_dataset_infos(A__		)
			assert expected_config in infos
			UpperCAmelCase_  :				Union[str, Any]      =      infos[expected_config]
			assert info.config_name == expected_config
			assert list(info.splits.keys()		) == expected_splits




@pytest.mark.parametrize(
    "path, config_name, expected_exception"			,[
        ("paws", None, ValueError),
    ]			,)
def        snake_case   (     A__			,A__			,A__		):
			with pytest.raises(A__		):
						get_dataset_split_names(A__			,config_name=A__		)



