

"""simple docstring"""





import json
import os
from datetime import date
from pathlib import Path

from tabulate import DataRow, TableFormat, tabulate


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


_a														=		[]
_a														=		[]

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

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

_a														=		0
for log in Path().glob("""*.log"""):
				_a														=		0
				with open(log, """r""") as f:
								for line in f:
												_a														=		json.loads(line)
												if line.get("""nodeid""", """""") != "":
																_a														=		line["""nodeid"""]
																if line.get("""duration""", None) is not None:
																				_a														=		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])
				_a														=		[]
				log.unlink()

_a														=		""""""
_a														=		[]
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"
												_a														=		[]
												_a														=		{}
												for test in failed_tests:
																_a														=		test[0].split("""::""")
																_a														=		data[0].split("""/""")[-1]
																if data[0] not in filesafailed:
																				_a														=		[data[1:]]
																else:
																				filesafailed[data[0]] += [data[1:]]
																failed_table.append(data)

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

												_a														=		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:
								_a														=		"""Too many failed tests, please see the full report in the Action results."""
								_a														=		len(err) + 10
								_a														=		message[: 3000 - offset] + F"""\n...\n```\n{err}"""
				print(F"""### {message}""")
else:
				_a														=		"""No failed tests! 🤗"""
				print(F"""## {message}""")
				payload.append(no_error_payload)

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

				_a														=		WebClient(token=os.environ["""SLACK_API_TOKEN"""])
				if message != "No failed tests! 🤗":
								_a														=		{
								    """type""": """section""",
								    """text""": {
								        """type""": """mrkdwn""",
								        """text""": message,
								    },
								}
								payload.append(md_report)
								_a														=		{
								    """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)
								_a														=		{
								    """type""": """context""",
								    """elements""": [
								        {
								            """type""": """plain_text""",
								            """text""": F"""Nightly {os.environ.get("TEST_TYPE")} test results for {date.today()}""",
								        }
								    ],
								}
								payload.append(date_report)
				_a														=		client.chat_postMessage(channel="""#accelerate-ci-daily""", text=message, blocks=payload)
				_a														=		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
												_a														=		""""""
												for i, row in enumerate(test_failures):
																if row[0] != test_class:
																				_a														=		row[0]
																else:
																				_a														=		""""""

												_a														=		{
												    """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"""





from collections import OrderedDict
from typing import Mapping

from packaging import version

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


_a														=		logging.get_logger(__name__)

_a														=		{
    """facebook/levit-128S""": """https://huggingface.co/facebook/levit-128S/resolve/main/config.json""",
    # See all LeViT models at https://huggingface.co/models?filter=levit
}






class    _UpperCAmelCase(   lowerCamelCase     ):
		lowercase__      =				'levit'



		def __init__( self    ,		__a=2_24    ,		__a=3    ,		__a=3    ,		__a=2    ,		__a=1    ,		__a=16    ,		__a=[1_28, 2_56, 3_84]    ,		__a=[4, 8, 12]    ,		__a=[4, 4, 4]    ,		__a=[16, 16, 16]    ,		__a=0    ,		__a=[2, 2, 2]    ,		__a=[2, 2, 2]    ,		__a=0.02    ,		**__a    ,		)	->	List[str]:






							'''simple docstring'''
							super().__init__(**__a)
							_UpperCamelCase										=  image_size
							_UpperCamelCase										=  num_channels
							_UpperCamelCase										=  kernel_size
							_UpperCamelCase										=  stride
							_UpperCamelCase										=  padding
							_UpperCamelCase										=  hidden_sizes
							_UpperCamelCase										=  num_attention_heads
							_UpperCamelCase										=  depths
							_UpperCamelCase										=  key_dim
							_UpperCamelCase										=  drop_path_rate
							_UpperCamelCase										=  patch_size
							_UpperCamelCase										=  attention_ratio
							_UpperCamelCase										=  mlp_ratio
							_UpperCamelCase										=  initializer_range
							_UpperCamelCase										=  [
							    ['''Subsample''', key_dim[0], hidden_sizes[0] // key_dim[0], 4, 2, 2],
							    ['''Subsample''', key_dim[0], hidden_sizes[1] // key_dim[0], 4, 2, 2],
							]






class    _UpperCAmelCase(   lowerCamelCase     ):
		lowercase__      =				version.parse('1.11'     )



		@property
		def 						UpperCAmelCase							( self)	->	Mapping[str, Mapping[int, str]]:






							'''simple docstring'''
							return OrderedDict(
							    [
							        ('''pixel_values''', {0: '''batch''', 1: '''num_channels''', 2: '''height''', 3: '''width'''}),
							    ])




		@property
		def 						UpperCAmelCase							( self)	->	float:






							'''simple docstring'''
							return 1e-4






