



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_						=       WebClient(token=os.environ["""CI_SLACK_BOT_TOKEN"""])



def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_					):
			lowercase__   					=			test_results.split(" "					)

			lowercase__   					=			0
			lowercase__   					=			0

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

			for i, expression in enumerate(SCREAMING_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	(       SCREAMING_SNAKE_CASE_					):
			lowercase__   					=			{}
			lowercase__   					=			None
			lowercase__   					=			False
			for line in failures_short_lines.split("\n"					):
						if re.search(r"_ \[doctest\]"  ,					SCREAMING_SNAKE_CASE_					):
									lowercase__   					=			True
									lowercase__   					=			line.split(" "					)[2]
						elif in_error and not line.split(" "					)[0].isdigit():
									lowercase__   					=			line
									lowercase__   					=			False

			return failures
class 			_snake_case     :




				def __init__(  self   :  Optional[int],   __lowercase   :  str,   __lowercase   :  Dict  ):
							lowercase__   					=			title

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

							# Failures and success of the modeling tests
							lowercase__   					=			doc_test_results




				@property
				def 							A__ (  self   :  Optional[Any]  ):
							lowercase__   					=			[self._time_spent]
							lowercase__   					=			0

							for time in time_spent:
										lowercase__   					=			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(__lowercase  ) == 1:
													lowercase__   					=			[0, 0, time_parts[0]]

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

							lowercase__					,    lowercase__					,    lowercase__   					=			total_secs // 3600, (total_secs % 3600) // 60, total_secs % 60
							return F'''{int(__lowercase  )}h{int(__lowercase  )}m{int(__lowercase  )}s'''




				@property
				def 							A__ (  self   :  List[str]  ):
							return {"type": "header", "text": {"type": "plain_text", "text": self.title}}




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

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

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

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

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




				@property
				def 							A__ (  self   :  List[Any]  ):
							lowercase__   					=			[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(__lowercase  )




				@staticmethod
				def 							A__ (  ):
							lowercase__   					=			[
							    {
							        "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(__lowercase  )}  )  )

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




				def 							A__ (  self   :  Union[str, Any]  ):
							print("Sending the following payload"  )
							print(json.dumps({"blocks": json.loads(self.payload  )}  )  )

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

							lowercase__   					=			client.chat_postMessage(
							    channel=os.environ["CI_SLACK_CHANNEL_ID_DAILY"],   blocks=self.payload,   text=__lowercase,   )




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

							lowercase__   					=			job_name
							lowercase__   					=			{"type": "section", "text": {"type": "mrkdwn", "text": text}}

							if job_link is not None:
										lowercase__   					=			{
										    "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   :  Any  ):
							if self.thread_ts is None:
										raise ValueError("Can only post reply if a post has been made."  )

							lowercase__   					=			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"  )

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

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

													time.sleep(1  )



def __lowerCAmelCase	(       ):
			lowercase__   					=			os.environ["GITHUB_RUN_ID"]
			lowercase__   					=			f'''https://api.github.com/repos/huggingface/transformers/actions/runs/{run_id}/jobs?per_page=100'''
			lowercase__   					=			requests.get(SCREAMING_SNAKE_CASE_					).json()
			lowercase__   					=			{}

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

						for i in range(SCREAMING_SNAKE_CASE_					):
									lowercase__   					=			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."  ,					SCREAMING_SNAKE_CASE_					)

			return {}



def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_					):
			lowercase__   					=			{}

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

			return _artifact



def __lowerCAmelCase	(       ):
			class 			_snake_case     :




							def __init__(  self   :  List[str],   __lowercase   :  str  ):
										lowercase__   					=			name
										lowercase__   					=			[]




							def __str__(  self   :  int  ):
										return self.name




							def 							A__ (  self   :  Optional[Any],   __lowercase   :  str  ):
										self.paths.append({"name": self.name, "path": path}  )
			lowercase__   					=			{}

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

									_available_artifacts[artifact_name].add_path(SCREAMING_SNAKE_CASE_					)

			return _available_artifacts


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

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

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

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

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

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

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

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

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









from pathlib import Path

import fire



def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_					):
			lowercase__   					=			Path(SCREAMING_SNAKE_CASE_					)
			lowercase__   					=			Path(SCREAMING_SNAKE_CASE_					)
			dest_dir.mkdir(exist_ok=SCREAMING_SNAKE_CASE_					)
			for path in src_dir.iterdir():
						lowercase__   					=			[x.rstrip() for x in list(path.open().readlines()					)][:n]
						lowercase__   					=			dest_dir.joinpath(path.name					)
						print(SCREAMING_SNAKE_CASE_					)
						dest_path.open("w"					).write("\n".join(SCREAMING_SNAKE_CASE_					)					)


if __name__ == "__main__":
							fire.Fire(minify)




