from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available


__magic_name__    		={
    'configuration_blip_2': [
        'BLIP_2_PRETRAINED_CONFIG_ARCHIVE_MAP',
        'Blip2Config',
        'Blip2QFormerConfig',
        'Blip2VisionConfig',
    ],
    'processing_blip_2': ['Blip2Processor'],
}

try:
     if not is_torch_available():
          raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
     pass
else:
     __magic_name__    		=[
         'BLIP_2_PRETRAINED_MODEL_ARCHIVE_LIST',
         'Blip2Model',
         'Blip2QFormerModel',
         'Blip2PreTrainedModel',
         'Blip2ForConditionalGeneration',
         'Blip2VisionModel',
     ]

if TYPE_CHECKING:
     from .configuration_blip_a import (
         BLIP_2_PRETRAINED_CONFIG_ARCHIVE_MAP,
         BlipaConfig,
         BlipaQFormerConfig,
         BlipaVisionConfig,
     )
     from .processing_blip_a import BlipaProcessor

     try:
          if not is_torch_available():
               raise OptionalDependencyNotAvailable()
     except OptionalDependencyNotAvailable:
          pass
     else:
          from .modeling_blip_a import (
              BLIP_2_PRETRAINED_MODEL_ARCHIVE_LIST,
              BlipaForConditionalGeneration,
              BlipaModel,
              BlipaPreTrainedModel,
              BlipaQFormerModel,
              BlipaVisionModel,
          )

else:
     import sys

     __magic_name__    		=_LazyModule(__name__, globals()['''__file__'''], _import_structure, module_spec=__spec__)






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


A_			:					str    			=     WebClient(token=os.environ['CI_SLACK_BOT_TOKEN'])

def 		UpperCamelCase   (lowercase_:					Union[str, Any]   )	-> Dict:
	A__				:       Union[str, Any]	  =						test_results.split(""" """   )

	A__				:       Union[str, Any]	  =						0
	A__				:       Union[str, Any]	  =						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__				:       List[str]	  =						expressions[-2] if """=""" in expressions[-1] else expressions[-1]

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

	return failed, success, time_spent

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

	return failures



class        _a		:


					'''simple docstring'''






					def __init__(					self       ,			A__       ,			A__     ):
						A__				:       Optional[Any]	  =						title

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

						# Failures and success of the modeling tests
						A__				:       Optional[int]	  =						doc_test_results






					@property
					def     __A     (					self     ):
						A__				:       Tuple	  =						[self._time_spent]
						A__				:       Tuple	  =						0

						for time in time_spent:
							A__				:       Dict	  =						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(A__     ) == 1:
								A__				:       Dict	  =						[0, 0, time_parts[0]]

							A__  ,  A__  ,  A__				:       Optional[Any]	  =						int(time_parts[0]     ), int(time_parts[1]     ), float(time_parts[2]     )
							total_secs += hours * 3600 + minutes * 60 + seconds

						A__  ,  A__  ,  A__				:       List[str]	  =						total_secs // 3600, (total_secs % 3600) // 60, total_secs % 60
						return F"""{int(A__     )}h{int(A__     )}m{int(A__     )}s"""






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






					@property
					def     __A     (					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     __A     (					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     __A     (					self     ):
						A__				:       Tuple	  =						40
						A__				:       Dict	  =						{k: v["""failed"""] for k, v in doc_test_results.items() if isinstance(A__       ,			A__     )}

						A__				:       str	  =						""""""
						for category, failures in category_failures.items():
							if len(A__     ) == 0:
								continue

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

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

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






					@property
					def     __A     (					self     ):
						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(A__     )






					@staticmethod
					def     __A     (					):
						A__				:       List[str]	  =						[
						    {
						        """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(A__     )}     )     )

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






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

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

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






					def     __A     (					self       ,			A__       ,			A__       ,			A__       ,			A__     ):
						A__				:       Tuple	  =						""""""
						for key, value in failures.items():
							A__				:       Any	  =						value[:200] + """ [Truncated]""" if len(A__     ) > 250 else value
							failures_text += F"""*{key}*\n_{value}_\n\n"""

						A__				:       Optional[Any]	  =						job_name
						A__				:       Union[str, Any]	  =						{"""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     __A     (					self     ):
						if self.thread_ts is None:
							raise ValueError("""Can only post reply if a post has been made."""     )

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

								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=A__       ,			thread_ts=self.thread_ts["""ts"""]       ,			)

								time.sleep(1     )



def 		UpperCamelCase   ()	-> Dict:
	A__				:       int	  =						os.environ["""GITHUB_RUN_ID"""]
	A__				:       Union[str, Any]	  =						f"""https://api.github.com/repos/huggingface/transformers/actions/runs/{run_id}/jobs?per_page=100"""
	A__				:       Optional[int]	  =						requests.get(lowercase_   ).json()
	A__				:       List[str]	  =						{}

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

		for i in range(lowercase_   ):
			A__				:       str	  =						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."""       , lowercase_   )

	return {}

def 		UpperCamelCase   (lowercase_:					str   )	-> Any:
	A__				:       List[Any]	  =						{}

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

	return _artifact

def 		UpperCamelCase   ()	-> Union[str, Any]:



	class        _a		:


						'''simple docstring'''






						def __init__(					self       ,			A__     ):
							A__				:       str	  =						name
							A__				:       Optional[int]	  =						[]






						def __str__(					self     ):
							return self.name






						def     __A     (					self       ,			A__     ):
							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__				:       Dict	  =						directory
		if artifact_name not in _available_artifacts:
			A__				:       int	  =						Artifact(lowercase_   )

			_available_artifacts[artifact_name].add_path(lowercase_   )

	return _available_artifacts


if __name__ == "__main__":
	A_			:					str    			=     get_job_links()
	A_			:					Dict    			=     retrieve_available_artifacts()

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

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

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

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

				if "::" in line:
					A_			,     A_			:					Dict    			=     line.split('::')
				else:
					A_			,     A_			:					Dict    			=     line, line

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

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

	A_			:					Optional[Any]    			=     Message('🤗 Results of the doc tests.', doc_test_results)
	message.post()
	message.post_reply()



