






'''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


lowercase					:							Union[str, Any]   =      WebClient(token=os.environ["CI_SLACK_BOT_TOKEN"])







def        SCREAMING_SNAKE_CASE__			(     __A			) ->			Optional[Any]:
	_snake_case     		=	test_results.split(' '			)

	_snake_case     		=	0
	_snake_case     		=	0

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

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

	return failed, success, time_spent







def        SCREAMING_SNAKE_CASE__			(     __A			) ->			Any:
	_snake_case     		=	{}
	_snake_case     		=	None
	_snake_case     		=	False
	for line in failures_short_lines.split('\n'			):
		if re.search(r'_ \[doctest\]'    ,       __A			):
			_snake_case     		=	True
			_snake_case     		=	line.split(' '			)[2]
		elif in_error and not line.split(' '			)[0].isdigit():
			_snake_case     		=	line
			_snake_case     		=	False

	return failures


class 		__UpperCAmelCase   :


							def __init__( self					,     lowerCAmelCase_					,     lowerCAmelCase_						):





								"""simple docstring"""






								_snake_case     		=	title

								_snake_case     		=	doc_test_results['time_spent'].split(','						)[0]
								_snake_case     		=	doc_test_results['success']
								_snake_case     		=	doc_test_results['failures']
								_snake_case     		=	self.n_success + self.n_failures

								# Failures and success of the modeling tests
								_snake_case     		=	doc_test_results


							@property
							def 				lowerCamelCase       ( self						):





								"""simple docstring"""






								_snake_case     		=	[self._time_spent]
								_snake_case     		=	0

								for time in time_spent:
									_snake_case     		=	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:
										_snake_case     		=	[0, 0, time_parts[0]]

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

								_snake_case		,				_snake_case		,				_snake_case     		=	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 				lowerCamelCase       ( self						):





								"""simple docstring"""






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


							@property
							def 				lowerCamelCase       ( self						):





								"""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 				lowerCamelCase       ( self						):





								"""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 				lowerCamelCase       ( self						):





								"""simple docstring"""






								_snake_case     		=	40
								_snake_case     		=	{k: v['failed'] for k, v in doc_test_results.items() if isinstance(lowerCAmelCase_					,     lowerCAmelCase_						)}

								_snake_case     		=	''
								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 				lowerCamelCase       ( self						):





								"""simple docstring"""






								_snake_case     		=	[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 				lowerCamelCase       ( ):





								"""simple docstring"""






								_snake_case     		=	[
								    {
								        '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 				lowerCamelCase       ( self						):





								"""simple docstring"""






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

								_snake_case     		=	F'{self.n_failures} failures out of {self.n_tests} tests,' if self.n_failures else 'All tests passed.'

								_snake_case     		=	client.chat_postMessage(
								    channel=os.environ['CI_SLACK_CHANNEL_ID_DAILY']					,     blocks=self.payload					,     text=lowerCAmelCase_					,     )


							def 				lowerCamelCase       ( self					,     lowerCAmelCase_					,     lowerCAmelCase_					,     lowerCAmelCase_					,     lowerCAmelCase_						):





								"""simple docstring"""






								_snake_case     		=	''
								for key, value in failures.items():
									_snake_case     		=	value[:2_00] + ' [Truncated]' if len(lowerCAmelCase_						) > 2_50 else value
									failures_text += F'*{key}*\n_{value}_\n\n'

								_snake_case     		=	job_name
								_snake_case     		=	{'type': 'section', 'text': {'type': 'mrkdwn', 'text': text}}

								if job_link is not None:
									_snake_case     		=	{
									    '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 				lowerCamelCase       ( self						):





								"""simple docstring"""






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

								_snake_case     		=	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'						)

								_snake_case     		=	sorted(self.doc_test_results.items()					,     key=lambda lowerCAmelCase_						: t[0]						)
								for job, job_result in sorted_dict:
									if len(job_result['failures']						):
										_snake_case     		=	F'*Num failures* :{len(job_result["failed"]						)} \n'
										_snake_case     		=	job_result['failures']
										_snake_case     		=	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        SCREAMING_SNAKE_CASE__			(     ) ->			Optional[int]:
	_snake_case     		=	os.environ['GITHUB_RUN_ID']
	_snake_case     		=	F'https://api.github.com/repos/huggingface/transformers/actions/runs/{run_id}/jobs?per_page=100'
	_snake_case     		=	requests.get(__A			).json()
	_snake_case     		=	{}

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

		for i in range(__A			):
			_snake_case     		=	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.'    ,       __A			)

	return {}







def        SCREAMING_SNAKE_CASE__			(     __A			) ->			List[Any]:
	_snake_case     		=	{}

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

	return _artifact







def        SCREAMING_SNAKE_CASE__			(     ) ->			List[str]:


	class 		__UpperCAmelCase   :


								def __init__( self					,     lowerCAmelCase_						):





									"""simple docstring"""






									_snake_case     		=	name
									_snake_case     		=	[]


								def __str__( self						):





									"""simple docstring"""






									return self.name




								def 				lowerCamelCase       ( self					,     lowerCAmelCase_						):





									"""simple docstring"""






									self.paths.append({'name': self.name, 'path': path}						)
	_snake_case     		=	{}

	_snake_case     		=	filter(os.path.isdir    ,       os.listdir()			)
	for directory in directories:
		_snake_case     		=	directory
		if artifact_name not in _available_artifacts:
			_snake_case     		=	Artifact(__A			)

			_available_artifacts[artifact_name].add_path(__A			)

	return _available_artifacts


if __name__ == "__main__":
					lowercase					:							Union[str, Any]   =      get_job_links()
					lowercase					:							Dict   =      retrieve_available_artifacts()

					lowercase					:							Optional[int]   =      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'
					lowercase					:							int   =      {
					    v: {
					        "failed": [],
					        "failures": {},
					    }
					    for v in docs.values()
					}

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

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

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

																				if "::" in line:
																									lowercase					:							str   =      line.split("::")
																				else:
																									lowercase					:							List[Any]   =      line, line

																				for file_regex in docs.keys():
																									if fnmatch(file_path, file_regex):
																														lowercase					:							Optional[int]   =      docs[file_regex]
																														doc_test_results[category]["failed"].append(test)

																														lowercase					:							List[Any]   =      all_failures[test] if test in all_failures else "N/A"
																														lowercase					:							Dict   =      failure
																														break

					lowercase					:							List[Any]   =      Message("🤗 Results of the doc tests.", doc_test_results)
					message.post()
					message.post_reply()



'''simple docstring'''







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


try:
					if not (is_transformers_available() and is_torch_available() and is_transformers_version(">=", "4.25.0")):
										raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
					from ...utils.dummy_torch_and_transformers_objects import UnCLIPImageVariationPipeline, UnCLIPPipeline
else:
					from .pipeline_unclip import UnCLIPPipeline
					from .pipeline_unclip_image_variation import UnCLIPImageVariationPipeline
					from .text_proj import UnCLIPTextProjModel

