

from ...utils import (
    OptionalDependencyNotAvailable,
    is_torch_available,
    is_transformers_available,
    is_transformers_version,
)


try:
		if not (is_transformers_available() and is_torch_available()):
				raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
		from ...utils.dummy_torch_and_transformers_objects import (
		    ImageTextPipelineOutput,
		    UniDiffuserPipeline,
		)
else:
		from .modeling_text_decoder import UniDiffuserTextDecoder
		from .modeling_uvit import UniDiffuserModel, UTransformeraDModel
		from .pipeline_unidiffuser import ImageTextPipelineOutput, UniDiffuserPipeline




'''simple docstring'''



import collections
import json
import math
import os
import re
import time
from fnmatch import fnmatch
from typing import Dict

import requests
from slack_sdk import WebClient


__snake_case			:     Optional[int]										=      WebClient(token=os.environ['CI_SLACK_BOT_TOKEN'])
def 						__lowerCamelCase	(       __snake_case					:		List[Any]	)	->							Union[str, Any]:






						"""simple docstring"""





						A__					:       Any     =test_results.split(""" """	)

						A__					:       List[Any]     =0
						A__					:       Optional[int]     =0

						# When the output is short enough, the output is surrounded by = signs: "== OUTPUT =="
						# When it is too long, those signs are not present.
						A__					:       Dict     =expressions[-2] if """=""" in expressions[-1] else expressions[-1]

						for i, expression in enumerate(__snake_case	):
												if "failed" in expression:
																		failed += int(expressions[i - 1]	)
												if "passed" in expression:
																		success += int(expressions[i - 1]	)

						return failed, success, time_spent
def 						__lowerCamelCase	(       __snake_case					:		str	)	->							Optional[int]:






						"""simple docstring"""





						A__					:       Dict     ={}
						A__					:       List[Any]     =None
						A__					:       Any     =False
						for line in failures_short_lines.split("""\n"""	):
												if re.search(r"""_ \[doctest\]""",		__snake_case	):
																		A__					:       List[str]     =True
																		A__					:       Optional[int]     =line.split(""" """	)[2]
												elif in_error and not line.split(""" """	)[0].isdigit():
																		A__					:       List[str]     =line
																		A__					:       int     =False

						return failures



class lowerCamelCase			:



			'''simple docstring'''






			def __init__(				self	:						str		,      lowerCAmelCase_	:						str		,      lowerCAmelCase_	:						Dict			)      ->		Dict:





									'''simple docstring'''
									A__					:       Any     =title

									A__					:       List[Any]     =doc_test_results["""time_spent"""].split(""","""			)[0]
									A__					:       str     =doc_test_results["""success"""]
									A__					:       str     =doc_test_results["""failures"""]
									A__					:       Optional[int]     =self.n_success + self.n_failures

									# Failures and success of the modeling tests
									A__					:       List[Any]     =doc_test_results


			@property
			def lowercase__						(				self	:						Optional[int]			)      ->		str:





									'''simple docstring'''
									A__					:       List[str]     =[self._time_spent]
									A__					:       str     =0

									for time in time_spent:
															A__					:       Union[str, Any]     =time.split(""":"""			)

															# Time can be formatted as xx:xx:xx, as .xx, or as x.xx if the time spent was less than a minute.
															if len(lowerCAmelCase_			) == 1:
																					A__					:       str     =[0, 0, time_parts[0]]

															A__   ,						A__   ,						A__					:       int     =int(time_parts[0]			), int(time_parts[1]			), float(time_parts[2]			)
															total_secs += hours * 36_00 + minutes * 60 + seconds

									A__   ,						A__   ,						A__					:       Optional[int]     =total_secs // 36_00, (total_secs % 36_00) // 60, total_secs % 60
									return f"{int(lowerCAmelCase_			)}h{int(lowerCAmelCase_			)}m{int(lowerCAmelCase_			)}s"


			@property
			def lowercase__						(				self	:						Any			)      ->		Dict:





									'''simple docstring'''
									return {"type": "header", "text": {"type": "plain_text", "text": self.title}}


			@property
			def lowercase__						(				self	:						Dict			)      ->		Dict:





									'''simple docstring'''
									return {
									    "type": "section",
									    "text": {
									        "type": "plain_text",
									        "text": f"🌞 There were no failures: all {self.n_tests} tests passed. The suite ran in {self.time}.",
									        "emoji": True,
									    },
									    "accessory": {
									        "type": "button",
									        "text": {"type": "plain_text", "text": "Check Action results", "emoji": True},
									        "url": f"https://github.com/huggingface/transformers/actions/runs/{os.environ['GITHUB_RUN_ID']}",
									    },
									}


			@property
			def lowercase__						(				self	:						Tuple			)      ->		Dict:





									'''simple docstring'''
									return {
									    "type": "section",
									    "text": {
									        "type": "plain_text",
									        "text": (
									            f"There were {self.n_failures} failures, out of {self.n_tests} tests.\nThe suite ran in"
									            f" {self.time}."
									        ),
									        "emoji": True,
									    },
									    "accessory": {
									        "type": "button",
									        "text": {"type": "plain_text", "text": "Check Action results", "emoji": True},
									        "url": f"https://github.com/huggingface/transformers/actions/runs/{os.environ['GITHUB_RUN_ID']}",
									    },
									}


			@property
			def lowercase__						(				self	:						Optional[Any]			)      ->		Dict:





									'''simple docstring'''
									A__					:       Optional[Any]     =40
									A__					:       List[Any]     ={k: v["""failed"""] for k, v in doc_test_results.items() if isinstance(lowerCAmelCase_		,      lowerCAmelCase_			)}

									A__					:       Union[str, Any]     =""""""
									for category, failures in category_failures.items():
															if len(lowerCAmelCase_			) == 0:
																					continue

															if report != "":
																					report += "\n\n"

															report += f"*{category} failures*:".ljust(line_length // 2			).rjust(line_length // 2			) + "\n"
															report += "`"
															report += "`\n`".join(lowerCAmelCase_			)
															report += "`"

									return {
									    "type": "section",
									    "text": {
									        "type": "mrkdwn",
									        "text": f"The following examples had failures:\n\n\n{report}\n",
									    },
									}


			@property
			def lowercase__						(				self	:						Any			)      ->		str:





									'''simple docstring'''
									A__					:       Tuple     =[self.header]

									if self.n_failures > 0:
															blocks.append(self.failures			)

									if self.n_failures > 0:
															blocks.extend([self.category_failures]			)

									if self.n_failures == 0:
															blocks.append(self.no_failures			)

									return json.dumps(lowerCAmelCase_			)


			@staticmethod
			def lowercase__						(				)      ->		Any:





									'''simple docstring'''
									A__					:       Dict     =[
									    {
									        """type""": """section""",
									        """text""": {
									            """type""": """plain_text""",
									            """text""": """There was an issue running the tests.""",
									        },
									        """accessory""": {
									            """type""": """button""",
									            """text""": {"""type""": """plain_text""", """text""": """Check Action results""", """emoji""": True},
									            """url""": f"https://github.com/huggingface/transformers/actions/runs/{os.environ['GITHUB_RUN_ID']}",
									        },
									    }
									]

									print("""Sending the following payload"""			)
									print(json.dumps({"""blocks""": json.loads(lowerCAmelCase_			)}			)			)

									client.chat_postMessage(
									    channel=os.environ["""CI_SLACK_CHANNEL_ID_DAILY"""]		,      text="""There was an issue running the tests."""		,      blocks=lowerCAmelCase_		,      )


			def lowercase__						(				self	:						Optional[int]			)      ->		Tuple:





									'''simple docstring'''
									print("""Sending the following payload"""			)
									print(json.dumps({"""blocks""": json.loads(self.payload			)}			)			)

									A__					:       Tuple     =f"{self.n_failures} failures out of {self.n_tests} tests," if self.n_failures else """All tests passed."""

									A__					:       Optional[int]     =client.chat_postMessage(
									    channel=os.environ["""CI_SLACK_CHANNEL_ID_DAILY"""]		,      blocks=self.payload		,      text=lowerCAmelCase_		,      )


			def lowercase__						(				self	:						Any		,      lowerCAmelCase_	:						int		,      lowerCAmelCase_	:						Optional[Any]		,      lowerCAmelCase_	:						Dict		,      lowerCAmelCase_	:						List[Any]			)      ->		Any:





									'''simple docstring'''
									A__					:       int     =""""""
									for key, value in failures.items():
															A__					:       Optional[int]     =value[:2_00] + """ [Truncated]""" if len(lowerCAmelCase_			) > 2_50 else value
															failures_text += f"*{key}*\n_{value}_\n\n"

									A__					:       List[Any]     =job_name
									A__					:       Dict     ={"""type""": """section""", """text""": {"""type""": """mrkdwn""", """text""": text}}

									if job_link is not None:
															A__					:       Dict     ={
															    """type""": """button""",
															    """text""": {"""type""": """plain_text""", """text""": """GitHub Action job""", """emoji""": True},
															    """url""": job_link,
															}

									return [
									    {"type": "header", "text": {"type": "plain_text", "text": title.upper(), "emoji": True}},
									    content,
									    {"type": "section", "text": {"type": "mrkdwn", "text": failures_text}},
									]



			def lowercase__						(				self	:						str			)      ->		str:





									'''simple docstring'''
									if self.thread_ts is None:
															raise ValueError("""Can only post reply if a post has been made."""			)

									A__					:       Optional[Any]     =self.doc_test_results.pop("""job_link"""			)
									self.doc_test_results.pop("""failures"""			)
									self.doc_test_results.pop("""success"""			)
									self.doc_test_results.pop("""time_spent"""			)

									A__					:       Union[str, Any]     =sorted(self.doc_test_results.items()		,      key=lambda lowerCAmelCase_			: t[0]			)
									for job, job_result in sorted_dict:
															if len(job_result["""failures"""]			):
																					A__					:       Optional[Any]     =f"*Num failures* :{len(job_result['failed']			)} \n"
																					A__					:       Tuple     =job_result["""failures"""]
																					A__					:       Optional[Any]     =self.get_reply_blocks(lowerCAmelCase_		,      lowerCAmelCase_		,      lowerCAmelCase_		,      text=lowerCAmelCase_			)

																					print("""Sending the following reply"""			)
																					print(json.dumps({"""blocks""": blocks}			)			)

																					client.chat_postMessage(
																					    channel=os.environ["""CI_SLACK_CHANNEL_ID_DAILY"""]		,      text=f"Results for {job}"		,      blocks=lowerCAmelCase_		,      thread_ts=self.thread_ts["""ts"""]		,      )

																					time.sleep(1			)


def 						__lowerCamelCase	(       )	->							Any:






						"""simple docstring"""





						A__					:       Optional[Any]     =os.environ["""GITHUB_RUN_ID"""]
						A__					:       Tuple     =f"https://api.github.com/repos/huggingface/transformers/actions/runs/{run_id}/jobs?per_page=100"
						A__					:       List[str]     =requests.get(__snake_case	).json()
						A__					:       List[str]     ={}

						try:
												jobs.update({job["""name"""]: job["""html_url"""] for job in result["""jobs"""]}	)
												A__					:       Optional[int]     =math.ceil((result["""total_count"""] - 100) / 100	)

												for i in range(__snake_case	):
																		A__					:       List[Any]     =requests.get(url + f"&page={i + 2}"	).json()
																		jobs.update({job["""name"""]: job["""html_url"""] for job in result["""jobs"""]}	)

												return jobs
						except Exception as e:
												print("""Unknown error, could not fetch links.""",		__snake_case	)

						return {}
def 						__lowerCamelCase	(       __snake_case					:		str	)	->							Union[str, Any]:






						"""simple docstring"""





						A__					:       Any     ={}

						if os.path.exists(__snake_case	):
												A__					:       str     =os.listdir(__snake_case	)
												for file in files:
																		try:
																								with open(os.path.join(__snake_case,		__snake_case	),		encoding="""utf-8"""	) as f:
																														A__					:       Tuple     =f.read()
																		except UnicodeDecodeError as e:
																								raise ValueError(f"Could not open {os.path.join(__snake_case,		__snake_case	)}."	) from e

						return _artifact
def 						__lowerCamelCase	(       )	->							Union[str, Any]:






						"""simple docstring"""





						class lowerCamelCase			:



									'''simple docstring'''






									def __init__(				self	:						List[str]		,      lowerCAmelCase_	:						str			)      ->		Any:





															'''simple docstring'''
															A__					:       List[Any]     =name
															A__					:       str     =[]


									def __str__(				self	:						Optional[Any]			)      ->		List[Any]:





															'''simple docstring'''
															return self.name



									def lowercase__						(				self	:						Any		,      lowerCAmelCase_	:						str			)      ->		Tuple:





															'''simple docstring'''
															self.paths.append({"""name""": self.name, """path""": path}			)


						A__					:       Dict[str, Artifact]     ={}

						A__					:       int     =filter(os.path.isdir,		os.listdir()	)
						for directory in directories:
												A__					:       List[Any]     =directory
												if artifact_name not in _available_artifacts:
																		A__					:       str     =Artifact(__snake_case	)

																		_available_artifacts[artifact_name].add_path(__snake_case	)

						return _available_artifacts


if __name__ == "__main__":
		__snake_case			:     List[str]										=      get_job_links()
		__snake_case			:     int										=      retrieve_available_artifacts()

		__snake_case			:     Union[str, Any]										=      collections.OrderedDict(
		    [
		        ('*.py', 'API Examples'),
		        ('*.md', 'MD Examples'),
		    ]
		)

		# This dict will contain all the information relative to each doc test category:
		# - failed: list of failed tests
		# - failures: dict in the format 'test': 'error_message'
		__snake_case			:     Dict										=      {
		    v: {
		        'failed': [],
		        'failures': {},
		    }
		    for v in docs.values()
		}

		# Link to the GitHub Action job
		__snake_case			:     List[Any]										=      github_actions_job_links.get('run_doctests')

		__snake_case			:     Tuple										=      available_artifacts['doc_tests_gpu_test_reports'].paths[0]
		__snake_case			:     Optional[int]										=      retrieve_artifact(artifact_path['name'])
		if "stats" in artifact:
				__snake_case						,       __snake_case						,       __snake_case			:     Optional[Any]										=      handle_test_results(artifact['stats'])
				__snake_case			:     Optional[Any]										=      failed
				__snake_case			:     Union[str, Any]										=      success
				__snake_case			:     Union[str, Any]										=      time_spent[1:-1] + ', '

				__snake_case			:     int										=      extract_first_line_failure(artifact['failures_short'])
				for line in artifact["summary_short"].split('\n'):
						if re.search('FAILED', line):
								__snake_case			:     Optional[int]										=      line.replace('FAILED ', '')
								__snake_case			:     str										=      line.split()[0].replace('\n', '')

								if "::" in line:
										__snake_case						,       __snake_case			:     Optional[Any]										=      line.split('::')
								else:
										__snake_case						,       __snake_case			:     Any										=      line, line

								for file_regex in docs.keys():
										if fnmatch(file_path, file_regex):
												__snake_case			:     List[Any]										=      docs[file_regex]
												doc_test_results[category]["failed"].append(test)

												__snake_case			:     List[str]										=      all_failures[test] if test in all_failures else 'N/A'
												__snake_case			:     Optional[Any]										=      failure
												break

		__snake_case			:     int										=      Message('🤗 Results of the doc tests.', doc_test_results)
		message.post()
		message.post_reply()

