"""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    :							List[str]													=						WebClient(token=os.environ["CI_SLACK_BOT_TOKEN"])







def 							_UpperCAmelCase		(       lowerCamelCase__     ):





		"""simple docstring"""




		lowerCAmelCase__        =   test_results.split(""" """     )

		lowerCAmelCase__        =   0
		lowerCAmelCase__        =   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__        =   expressions[-2] if """=""" in expressions[-1] else expressions[-1]

		for i, expression in enumerate(lowerCamelCase__     ):
				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		(       lowerCamelCase__     ):





		"""simple docstring"""




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

		return failures

class       a_      :




					def __init__(	self						:     Union[str, Any]  ,						snake_case__						:     str  ,						snake_case__						:     Dict     ):
							lowerCAmelCase__        =   title

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

							# Failures and success of the modeling tests
							lowerCAmelCase__        =   doc_test_results




					@property
					def 						_SCREAMING_SNAKE_CASE						(	self						:     Any     ):
							lowerCAmelCase__        =   [self._time_spent]
							lowerCAmelCase__        =   0

							for time in time_spent:
									lowerCAmelCase__        =   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(snake_case__     ) == 1:
											lowerCAmelCase__        =   [0, 0, time_parts[0]]

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

							lowerCAmelCase__   ,					lowerCAmelCase__   ,					lowerCAmelCase__        =   total_secs // 3600, (total_secs % 3600) // 60, total_secs % 60
							return F"""{int(snake_case__     )}h{int(snake_case__     )}m{int(snake_case__     )}s"""




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




					@property
					def 						_SCREAMING_SNAKE_CASE						(	self						:     Any     ):
							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 						_SCREAMING_SNAKE_CASE						(	self						:     Dict     ):
							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 						_SCREAMING_SNAKE_CASE						(	self						:     Optional[Any]     ):
							lowerCAmelCase__        =   40
							lowerCAmelCase__        =   {k: v["""failed"""] for k, v in doc_test_results.items() if isinstance(snake_case__  ,						snake_case__     )}

							lowerCAmelCase__        =   """"""
							for category, failures in category_failures.items():
									if len(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(snake_case__     )
									report += "`"

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




					@property
					def 						_SCREAMING_SNAKE_CASE						(	self						:     List[str]     ):
							lowerCAmelCase__        =   [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(snake_case__     )




					@staticmethod
					def 						_SCREAMING_SNAKE_CASE						(	):
							lowerCAmelCase__        =   [
							    {
							        """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(snake_case__     )}     )     )

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




					def 						_SCREAMING_SNAKE_CASE						(	self						:     List[str]     ):
							print("""Sending the following payload"""     )
							print(json.dumps({"""blocks""": json.loads(self.payload     )}     )     )

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

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




					def 						_SCREAMING_SNAKE_CASE						(	self						:     int  ,						snake_case__						:     str  ,						snake_case__						:     List[Any]  ,						snake_case__						:     Optional[int]  ,						snake_case__						:     Optional[Any]     ):
							lowerCAmelCase__        =   """"""
							for key, value in failures.items():
									lowerCAmelCase__        =   value[:200] + """ [Truncated]""" if len(snake_case__     ) > 250 else value
									failures_text += F"""*{key}*\n_{value}_\n\n"""

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

							if job_link is not None:
									lowerCAmelCase__        =   {
									    """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 						_SCREAMING_SNAKE_CASE						(	self						:     Union[str, Any]     ):
							if self.thread_ts is None:
									raise ValueError("""Can only post reply if a post has been made."""     )

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

											time.sleep(1     )







def 							_UpperCAmelCase		(       ):





		"""simple docstring"""




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

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

				for i in range(lowerCamelCase__     ):
						lowerCAmelCase__        =   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."""			,  lowerCamelCase__     )

		return {}







def 							_UpperCAmelCase		(       lowerCamelCase__     ):





		"""simple docstring"""




		lowerCAmelCase__        =   {}

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

		return _artifact







def 							_UpperCAmelCase		(       ):





		"""simple docstring"""




		class       a_      :




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




							def __str__(	self						:     List[str]     ):
									return self.name




							def 						_SCREAMING_SNAKE_CASE						(	self						:     str  ,						snake_case__						:     str     ):
									self.paths.append({"""name""": self.name, """path""": path}     )
		lowerCAmelCase__        =   {}

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

						_available_artifacts[artifact_name].add_path(lowerCamelCase__     )

		return _available_artifacts


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

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

			# Link to the GitHub Action job
			__lowerCAmelCase    :							Optional[int]													=						github_actions_job_links.get("run_doctests")

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

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

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

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

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

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





"""simple docstring"""




from binascii import hexlify
from hashlib import shaaaa
from os import urandom

# RFC 3526 - More Modular Exponential (MODP) Diffie-Hellman groups for
# Internet Key Exchange (IKE) https://tools.ietf.org/html/rfc3526

__lowerCAmelCase    :							Any													=						{
    # 1536-bit
    5: {
        "prime": int(
            "FFFFFFFFFFFFFFFFC90FDAA22168C234C4C6628B80DC1CD1"
            + "29024E088A67CC74020BBEA63B139B22514A08798E3404DD"
            + "EF9519B3CD3A431B302B0A6DF25F14374FE1356D6D51C245"
            + "E485B576625E7EC6F44C42E9A637ED6B0BFF5CB6F406B7ED"
            + "EE386BFB5A899FA5AE9F24117C4B1FE649286651ECE45B3D"
            + "C2007CB8A163BF0598DA48361C55D39A69163FA8FD24CF5F"
            + "83655D23DCA3AD961C62F356208552BB9ED529077096966D"
            + "670C354E4ABC9804F1746C08CA237327FFFFFFFFFFFFFFFF",
            base=16,
        ),
        "generator": 2,
    },
    # 2048-bit
    14: {
        "prime": int(
            "FFFFFFFFFFFFFFFFC90FDAA22168C234C4C6628B80DC1CD1"
            + "29024E088A67CC74020BBEA63B139B22514A08798E3404DD"
            + "EF9519B3CD3A431B302B0A6DF25F14374FE1356D6D51C245"
            + "E485B576625E7EC6F44C42E9A637ED6B0BFF5CB6F406B7ED"
            + "EE386BFB5A899FA5AE9F24117C4B1FE649286651ECE45B3D"
            + "C2007CB8A163BF0598DA48361C55D39A69163FA8FD24CF5F"
            + "83655D23DCA3AD961C62F356208552BB9ED529077096966D"
            + "670C354E4ABC9804F1746C08CA18217C32905E462E36CE3B"
            + "E39E772C180E86039B2783A2EC07A28FB5C55DF06F4C52C9"
            + "DE2BCBF6955817183995497CEA956AE515D2261898FA0510"
            + "15728E5A8AACAA68FFFFFFFFFFFFFFFF",
            base=16,
        ),
        "generator": 2,
    },
    # 3072-bit
    15: {
        "prime": int(
            "FFFFFFFFFFFFFFFFC90FDAA22168C234C4C6628B80DC1CD1"
            + "29024E088A67CC74020BBEA63B139B22514A08798E3404DD"
            + "EF9519B3CD3A431B302B0A6DF25F14374FE1356D6D51C245"
            + "E485B576625E7EC6F44C42E9A637ED6B0BFF5CB6F406B7ED"
            + "EE386BFB5A899FA5AE9F24117C4B1FE649286651ECE45B3D"
            + "C2007CB8A163BF0598DA48361C55D39A69163FA8FD24CF5F"
            + "83655D23DCA3AD961C62F356208552BB9ED529077096966D"
            + "670C354E4ABC9804F1746C08CA18217C32905E462E36CE3B"
            + "E39E772C180E86039B2783A2EC07A28FB5C55DF06F4C52C9"
            + "DE2BCBF6955817183995497CEA956AE515D2261898FA0510"
            + "15728E5A8AAAC42DAD33170D04507A33A85521ABDF1CBA64"
            + "ECFB850458DBEF0A8AEA71575D060C7DB3970F85A6E1E4C7"
            + "ABF5AE8CDB0933D71E8C94E04A25619DCEE3D2261AD2EE6B"
            + "F12FFA06D98A0864D87602733EC86A64521F2B18177B200C"
            + "BBE117577A615D6C770988C0BAD946E208E24FA074E5AB31"
            + "43DB5BFCE0FD108E4B82D120A93AD2CAFFFFFFFFFFFFFFFF",
            base=16,
        ),
        "generator": 2,
    },
    # 4096-bit
    16: {
        "prime": int(
            "FFFFFFFFFFFFFFFFC90FDAA22168C234C4C6628B80DC1CD1"
            + "29024E088A67CC74020BBEA63B139B22514A08798E3404DD"
            + "EF9519B3CD3A431B302B0A6DF25F14374FE1356D6D51C245"
            + "E485B576625E7EC6F44C42E9A637ED6B0BFF5CB6F406B7ED"
            + "EE386BFB5A899FA5AE9F24117C4B1FE649286651ECE45B3D"
            + "C2007CB8A163BF0598DA48361C55D39A69163FA8FD24CF5F"
            + "83655D23DCA3AD961C62F356208552BB9ED529077096966D"
            + "670C354E4ABC9804F1746C08CA18217C32905E462E36CE3B"
            + "E39E772C180E86039B2783A2EC07A28FB5C55DF06F4C52C9"
            + "DE2BCBF6955817183995497CEA956AE515D2261898FA0510"
            + "15728E5A8AAAC42DAD33170D04507A33A85521ABDF1CBA64"
            + "ECFB850458DBEF0A8AEA71575D060C7DB3970F85A6E1E4C7"
            + "ABF5AE8CDB0933D71E8C94E04A25619DCEE3D2261AD2EE6B"
            + "F12FFA06D98A0864D87602733EC86A64521F2B18177B200C"
            + "BBE117577A615D6C770988C0BAD946E208E24FA074E5AB31"
            + "43DB5BFCE0FD108E4B82D120A92108011A723C12A787E6D7"
            + "88719A10BDBA5B2699C327186AF4E23C1A946834B6150BDA"
            + "2583E9CA2AD44CE8DBBBC2DB04DE8EF92E8EFC141FBECAA6"
            + "287C59474E6BC05D99B2964FA090C3A2233BA186515BE7ED"
            + "1F612970CEE2D7AFB81BDD762170481CD0069127D5B05AA9"
            + "93B4EA988D8FDDC186FFB7DC90A6C08F4DF435C934063199"
            + "FFFFFFFFFFFFFFFF",
            base=16,
        ),
        "generator": 2,
    },
    # 6144-bit
    17: {
        "prime": int(
            "FFFFFFFFFFFFFFFFC90FDAA22168C234C4C6628B80DC1CD129024E08"
            + "8A67CC74020BBEA63B139B22514A08798E3404DDEF9519B3CD3A431B"
            + "302B0A6DF25F14374FE1356D6D51C245E485B576625E7EC6F44C42E9"
            + "A637ED6B0BFF5CB6F406B7EDEE386BFB5A899FA5AE9F24117C4B1FE6"
            + "49286651ECE45B3DC2007CB8A163BF0598DA48361C55D39A69163FA8"
            + "FD24CF5F83655D23DCA3AD961C62F356208552BB9ED529077096966D"
            + "670C354E4ABC9804F1746C08CA18217C32905E462E36CE3BE39E772C"
            + "180E86039B2783A2EC07A28FB5C55DF06F4C52C9DE2BCBF695581718"
            + "3995497CEA956AE515D2261898FA051015728E5A8AAAC42DAD33170D"
            + "04507A33A85521ABDF1CBA64ECFB850458DBEF0A8AEA71575D060C7D"
            + "B3970F85A6E1E4C7ABF5AE8CDB0933D71E8C94E04A25619DCEE3D226"
            + "1AD2EE6BF12FFA06D98A0864D87602733EC86A64521F2B18177B200C"
            + "BBE117577A615D6C770988C0BAD946E208E24FA074E5AB3143DB5BFC"
            + "E0FD108E4B82D120A92108011A723C12A787E6D788719A10BDBA5B26"
            + "99C327186AF4E23C1A946834B6150BDA2583E9CA2AD44CE8DBBBC2DB"
            + "04DE8EF92E8EFC141FBECAA6287C59474E6BC05D99B2964FA090C3A2"
            + "233BA186515BE7ED1F612970CEE2D7AFB81BDD762170481CD0069127"
            + "D5B05AA993B4EA988D8FDDC186FFB7DC90A6C08F4DF435C934028492"
            + "36C3FAB4D27C7026C1D4DCB2602646DEC9751E763DBA37BDF8FF9406"
            + "AD9E530EE5DB382F413001AEB06A53ED9027D831179727B0865A8918"
            + "DA3EDBEBCF9B14ED44CE6CBACED4BB1BDB7F1447E6CC254B33205151"
            + "2BD7AF426FB8F401378CD2BF5983CA01C64B92ECF032EA15D1721D03"
            + "F482D7CE6E74FEF6D55E702F46980C82B5A84031900B1C9E59E7C97F"
            + "BEC7E8F323A97A7E36CC88BE0F1D45B7FF585AC54BD407B22B4154AA"
            + "CC8F6D7EBF48E1D814CC5ED20F8037E0A79715EEF29BE32806A1D58B"
            + "B7C5DA76F550AA3D8A1FBFF0EB19CCB1A313D55CDA56C9EC2EF29632"
            + "387FE8D76E3C0468043E8F663F4860EE12BF2D5B0B7474D6E694F91E"
            + "6DCC4024FFFFFFFFFFFFFFFF",
            base=16,
        ),
        "generator": 2,
    },
    # 8192-bit
    18: {
        "prime": int(
            "FFFFFFFFFFFFFFFFC90FDAA22168C234C4C6628B80DC1CD1"
            + "29024E088A67CC74020BBEA63B139B22514A08798E3404DD"
            + "EF9519B3CD3A431B302B0A6DF25F14374FE1356D6D51C245"
            + "E485B576625E7EC6F44C42E9A637ED6B0BFF5CB6F406B7ED"
            + "EE386BFB5A899FA5AE9F24117C4B1FE649286651ECE45B3D"
            + "C2007CB8A163BF0598DA48361C55D39A69163FA8FD24CF5F"
            + "83655D23DCA3AD961C62F356208552BB9ED529077096966D"
            + "670C354E4ABC9804F1746C08CA18217C32905E462E36CE3B"
            + "E39E772C180E86039B2783A2EC07A28FB5C55DF06F4C52C9"
            + "DE2BCBF6955817183995497CEA956AE515D2261898FA0510"
            + "15728E5A8AAAC42DAD33170D04507A33A85521ABDF1CBA64"
            + "ECFB850458DBEF0A8AEA71575D060C7DB3970F85A6E1E4C7"
            + "ABF5AE8CDB0933D71E8C94E04A25619DCEE3D2261AD2EE6B"
            + "F12FFA06D98A0864D87602733EC86A64521F2B18177B200C"
            + "BBE117577A615D6C770988C0BAD946E208E24FA074E5AB31"
            + "43DB5BFCE0FD108E4B82D120A92108011A723C12A787E6D7"
            + "88719A10BDBA5B2699C327186AF4E23C1A946834B6150BDA"
            + "2583E9CA2AD44CE8DBBBC2DB04DE8EF92E8EFC141FBECAA6"
            + "287C59474E6BC05D99B2964FA090C3A2233BA186515BE7ED"
            + "1F612970CEE2D7AFB81BDD762170481CD0069127D5B05AA9"
            + "93B4EA988D8FDDC186FFB7DC90A6C08F4DF435C934028492"
            + "36C3FAB4D27C7026C1D4DCB2602646DEC9751E763DBA37BD"
            + "F8FF9406AD9E530EE5DB382F413001AEB06A53ED9027D831"
            + "179727B0865A8918DA3EDBEBCF9B14ED44CE6CBACED4BB1B"
            + "DB7F1447E6CC254B332051512BD7AF426FB8F401378CD2BF"
            + "5983CA01C64B92ECF032EA15D1721D03F482D7CE6E74FEF6"
            + "D55E702F46980C82B5A84031900B1C9E59E7C97FBEC7E8F3"
            + "23A97A7E36CC88BE0F1D45B7FF585AC54BD407B22B4154AA"
            + "CC8F6D7EBF48E1D814CC5ED20F8037E0A79715EEF29BE328"
            + "06A1D58BB7C5DA76F550AA3D8A1FBFF0EB19CCB1A313D55C"
            + "DA56C9EC2EF29632387FE8D76E3C0468043E8F663F4860EE"
            + "12BF2D5B0B7474D6E694F91E6DBE115974A3926F12FEE5E4"
            + "38777CB6A932DF8CD8BEC4D073B931BA3BC832B68D9DD300"
            + "741FA7BF8AFC47ED2576F6936BA424663AAB639C5AE4F568"
            + "3423B4742BF1C978238F16CBE39D652DE3FDB8BEFC848AD9"
            + "22222E04A4037C0713EB57A81A23F0C73473FC646CEA306B"
            + "4BCBC8862F8385DDFA9D4B7FA2C087E879683303ED5BDD3A"
            + "062B3CF5B3A278A66D2A13F83F44F82DDF310EE074AB6A36"
            + "4597E899A0255DC164F31CC50846851DF9AB48195DED7EA1"
            + "B1D510BD7EE74D73FAF36BC31ECFA268359046F4EB879F92"
            + "4009438B481C6CD7889A002ED5EE382BC9190DA6FC026E47"
            + "9558E4475677E9AA9E3050E2765694DFC81F56E880B96E71"
            + "60C980DD98EDD3DFFFFFFFFFFFFFFFFF",
            base=16,
        ),
        "generator": 2,
    },
}

class       a_      :




					def __init__(	self						:     List[str]  ,						snake_case__						:     int = 14     ):
							if group not in primes:
									raise ValueError("""Unsupported Group"""     )
							lowerCAmelCase__        =   primes[group]["""prime"""]
							lowerCAmelCase__        =   primes[group]["""generator"""]

							lowerCAmelCase__        =   int(hexlify(urandom(32     )     )  ,						base=16     )




					def 						_SCREAMING_SNAKE_CASE						(	self						:     Any     ):
							return hex(self.__private_key     )[2:]




					def 						_SCREAMING_SNAKE_CASE						(	self						:     Union[str, Any]     ):
							lowerCAmelCase__        =   pow(self.generator  ,						self.__private_key  ,						self.prime     )
							return hex(snake_case__     )[2:]




					def 						_SCREAMING_SNAKE_CASE						(	self						:     List[str]  ,						snake_case__						:     int     ):
							# check if the other public key is valid based on NIST SP800-56
							return (
							    2 <= key <= self.prime - 2
							    and pow(snake_case__  ,						(self.prime - 1) // 2  ,						self.prime     ) == 1
							)




					def 						_SCREAMING_SNAKE_CASE						(	self						:     Optional[Any]  ,						snake_case__						:     str     ):
							lowerCAmelCase__        =   int(snake_case__  ,						base=16     )
							if not self.is_valid_public_key(snake_case__     ):
									raise ValueError("""Invalid public key"""     )
							lowerCAmelCase__        =   pow(snake_case__  ,						self.__private_key  ,						self.prime     )
							return shaaaa(str(snake_case__     ).encode()     ).hexdigest()




					@staticmethod
					def 						_SCREAMING_SNAKE_CASE						(	snake_case__						:     int  ,						snake_case__						:     int     ):
							# check if the other public key is valid based on NIST SP800-56
							return (
							    2 <= remote_public_key_str <= prime - 2
							    and pow(snake_case__  ,						(prime - 1) // 2  ,						snake_case__     ) == 1
							)




					@staticmethod
					def 						_SCREAMING_SNAKE_CASE						(	snake_case__						:     str  ,						snake_case__						:     str  ,						snake_case__						:     int = 14     ):
							lowerCAmelCase__        =   int(snake_case__  ,						base=16     )
							lowerCAmelCase__        =   int(snake_case__  ,						base=16     )
							lowerCAmelCase__        =   primes[group]["""prime"""]
							if not DiffieHellman.is_valid_public_key_static(snake_case__  ,						snake_case__     ):
									raise ValueError("""Invalid public key"""     )
							lowerCAmelCase__        =   pow(snake_case__  ,						snake_case__  ,						snake_case__     )
							return shaaaa(str(snake_case__     ).encode()     ).hexdigest()


if __name__ == "__main__":
			import doctest

			doctest.testmod()




