
"""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


lowerCamelCase__        =		WebClient(token=os.environ["""CI_SLACK_BOT_TOKEN"""])
def    __lowerCAmelCase    (_UpperCamelCase		):
	__lowerCAmelCase      :						Optional[int]						      =				test_results.split(' '		)

	__lowerCAmelCase      :						Dict						      =				0
	__lowerCAmelCase      :						str						      =				0

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

	for i, expression in enumerate(_UpperCamelCase		):
		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    (_UpperCamelCase		):
	__lowerCAmelCase      :						Dict						      =				{}
	__lowerCAmelCase      :						Any						      =				None
	__lowerCAmelCase      :						Union[str, Any]						      =				False
	for line in failures_short_lines.split('\n'		):
		if re.search(r'_ \[doctest\]'	,  _UpperCamelCase		):
			__lowerCAmelCase      :						List[str]						      =				True
			__lowerCAmelCase      :						List[str]						      =				line.split(' '		)[2]
		elif in_error and not line.split(' '		)[0].isdigit():
			__lowerCAmelCase      :						Tuple						      =				line
			__lowerCAmelCase      :						Union[str, Any]						      =				False

	return failures




class 			A__	:

		def __init__(				self	,		_SCREAMING_SNAKE_CASE	,		_SCREAMING_SNAKE_CASE			):
			__lowerCAmelCase      :						Any						      =				title

			__lowerCAmelCase      :						int						      =				doc_test_results['time_spent'].split(','			)[0]
			__lowerCAmelCase      :						List[Any]						      =				doc_test_results['success']
			__lowerCAmelCase      :						Tuple						      =				doc_test_results['failures']
			__lowerCAmelCase      :						List[Any]						      =				self.n_success + self.n_failures

			# Failures and success of the modeling tests
			__lowerCAmelCase      :						Tuple						      =				doc_test_results

		@property
		def 							__lowerCamelCase							(				self			):
			__lowerCAmelCase      :						List[str]						      =				[self._time_spent]
			__lowerCAmelCase      :						Dict						      =				0

			for time in time_spent:
				__lowerCAmelCase      :						List[str]						      =				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(_SCREAMING_SNAKE_CASE			) == 1:
					__lowerCAmelCase      :						str						      =				[0, 0, time_parts[0]]

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

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

		@property
		def 							__lowerCamelCase							(				self			):
			return {"type": "header", "text": {"type": "plain_text", "text": self.title}}

		@property
		def 							__lowerCamelCase							(				self			):
			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			):
			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			):
			__lowerCAmelCase      :						Optional[Any]						      =				40
			__lowerCAmelCase      :						int						      =				{k: v['failed'] for k, v in doc_test_results.items() if isinstance(_SCREAMING_SNAKE_CASE	,		_SCREAMING_SNAKE_CASE			)}

			__lowerCAmelCase      :						str						      =				''
			for category, failures in category_failures.items():
				if len(_SCREAMING_SNAKE_CASE			) == 0:
					continue

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

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

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

		@property
		def 							__lowerCamelCase							(				self			):
			__lowerCAmelCase      :						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(_SCREAMING_SNAKE_CASE			)

		@staticmethod
		def 							__lowerCamelCase							(				):
			__lowerCAmelCase      :						Optional[Any]						      =				[
			    {
			        '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(_SCREAMING_SNAKE_CASE			)}			)			)

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

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

			__lowerCAmelCase      :						str						      =				f"{self.n_failures} failures out of {self.n_tests} tests," if self.n_failures else 'All tests passed.'

			__lowerCAmelCase      :						List[str]						      =				client.chat_postMessage(
			    channel=os.environ['CI_SLACK_CHANNEL_ID_DAILY']	,		blocks=self.payload	,		text=_SCREAMING_SNAKE_CASE	,		)

		def 							__lowerCamelCase							(				self	,		_SCREAMING_SNAKE_CASE	,		_SCREAMING_SNAKE_CASE	,		_SCREAMING_SNAKE_CASE	,		_SCREAMING_SNAKE_CASE			):
			__lowerCAmelCase      :						List[Any]						      =				''
			for key, value in failures.items():
				__lowerCAmelCase      :						List[str]						      =				value[:2_00] + ' [Truncated]' if len(_SCREAMING_SNAKE_CASE			) > 2_50 else value
				failures_text += f"*{key}*\n_{value}_\n\n"

			__lowerCAmelCase      :						Optional[Any]						      =				job_name
			__lowerCAmelCase      :						str						      =				{'type': 'section', 'text': {'type': 'mrkdwn', 'text': text}}

			if job_link is not None:
				__lowerCAmelCase      :						List[str]						      =				{
				    '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			):
			if self.thread_ts is None:
				raise ValueError('Can only post reply if a post has been made.'			)

			__lowerCAmelCase      :						List[str]						      =				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'			)

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

					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=_SCREAMING_SNAKE_CASE	,		thread_ts=self.thread_ts['ts']	,		)

					time.sleep(1			)



def    __lowerCAmelCase    ():
	__lowerCAmelCase      :						Tuple						      =				os.environ['GITHUB_RUN_ID']
	__lowerCAmelCase      :						List[Any]						      =				F"https://api.github.com/repos/huggingface/transformers/actions/runs/{run_id}/jobs?per_page=100"
	__lowerCAmelCase      :						Union[str, Any]						      =				requests.get(_UpperCamelCase		).json()
	__lowerCAmelCase      :						Tuple						      =				{}

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

		for i in range(_UpperCamelCase		):
			__lowerCAmelCase      :						Dict						      =				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.'	,  _UpperCamelCase		)

	return {}
def    __lowerCAmelCase    (_UpperCamelCase		):
	__lowerCAmelCase      :						Union[str, Any]						      =				{}

	if os.path.exists(_UpperCamelCase		):
		__lowerCAmelCase      :						List[Any]						      =				os.listdir(_UpperCamelCase		)
		for file in files:
			try:
				with open(os.path.join(_UpperCamelCase	,  _UpperCamelCase		)	,  encoding='utf-8'		) as f:
					__lowerCAmelCase      :						int						      =				f.read()
			except UnicodeDecodeError as e:
				raise ValueError(F"Could not open {os.path.join(_UpperCamelCase	,  _UpperCamelCase		)}."		) from e

	return _artifact
def    __lowerCAmelCase    ():




	class 			A__	:

			def __init__(				self	,		_SCREAMING_SNAKE_CASE			):
				__lowerCAmelCase      :						Optional[int]						      =				name
				__lowerCAmelCase      :						Union[str, Any]						      =				[]

			def __str__(				self			):
				return self.name







			def 							__lowerCamelCase							(				self	,		_SCREAMING_SNAKE_CASE			):
				self.paths.append({'name': self.name, 'path': path}			)



	__lowerCAmelCase      :						Dict[str, Artifact]						      =				{}

	__lowerCAmelCase      :						int						      =				filter(os.path.isdir	,  os.listdir()		)
	for directory in directories:
		__lowerCAmelCase      :						str						      =				directory
		if artifact_name not in _available_artifacts:
			__lowerCAmelCase      :						Tuple						      =				Artifact(_UpperCamelCase		)

			_available_artifacts[artifact_name].add_path(_UpperCamelCase		)

	return _available_artifacts


if __name__ == "__main__":
							lowerCamelCase__        =		get_job_links()
							lowerCamelCase__        =		retrieve_available_artifacts()

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

							# Link to the GitHub Action job
							lowerCamelCase__        =		github_actions_job_links.get("""run_doctests""")

							lowerCamelCase__        =		available_artifacts["""doc_tests_gpu_test_reports"""].paths[0]
							lowerCamelCase__        =		retrieve_artifact(artifact_path["""name"""])
							if "stats" in artifact:
														lowerCamelCase__ ,						lowerCamelCase__ ,						lowerCamelCase__        =		handle_test_results(artifact["""stats"""])
														lowerCamelCase__        =		failed
														lowerCamelCase__        =		success
														lowerCamelCase__        =		time_spent[1:-1] + """, """

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

																												if "::" in line:
																																			lowerCamelCase__ ,						lowerCamelCase__        =		line.split("""::""")
																												else:
																																			lowerCamelCase__ ,						lowerCamelCase__        =		line, line

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

																																										lowerCamelCase__        =		all_failures[test] if test in all_failures else """N/A"""
																																										lowerCamelCase__        =		failure
																																										break

							lowerCamelCase__        =		Message("""🤗 Results of the doc tests.""", doc_test_results)
							message.post()
							message.post_reply()

"""simple docstring"""







import os
def    __lowerCAmelCase    (_UpperCamelCase = "input.txt"		):

	with open(os.path.join(os.path.dirname(_UpperCamelCase		)	,  _UpperCamelCase		)		) as input_file:
		__lowerCAmelCase      :						Optional[Any]						      =				[
		    [int(_UpperCamelCase		) for element in line.split(','		)]
		    for line in input_file.readlines()
		]

	__lowerCAmelCase      :						List[str]						      =				len(_UpperCamelCase		)
	__lowerCAmelCase      :						Tuple						      =				len(matrix[0]		)

	__lowerCAmelCase      :						int						      =				[[-1 for _ in range(_UpperCamelCase		)] for _ in range(_UpperCamelCase		)]
	for i in range(_UpperCamelCase		):
		__lowerCAmelCase      :						Any						      =				matrix[i][0]

	for j in range(1	,  _UpperCamelCase		):
		for i in range(_UpperCamelCase		):
			__lowerCAmelCase      :						Optional[Any]						      =				minimal_path_sums[i][j - 1] + matrix[i][j]

		for i in range(1	,  _UpperCamelCase		):
			__lowerCAmelCase      :						Optional[Any]						      =				min(
			    minimal_path_sums[i][j]	,  minimal_path_sums[i - 1][j] + matrix[i][j]		)

		for i in range(rows - 2	,  -1	,  -1		):
			__lowerCAmelCase      :						List[str]						      =				min(
			    minimal_path_sums[i][j]	,  minimal_path_sums[i + 1][j] + matrix[i][j]		)

	return min(minimal_path_sums_row[-1] for minimal_path_sums_row in minimal_path_sums		)


if __name__ == "__main__":
							print(f'{solution() = }')