




"""simple docstring"""

import json
import os
import subprocess
import sys
import warnings
from argparse import ArgumentParser
from contextlib import AbstractContextManager
from typing import Dict, List, Optional

import requests

from ..utils import logging
from . import BaseTransformersCLICommand


__A							=     logging.get_logger(__name__)  # pylint: disable=invalid-name


__A							=     "lfs-multipart-upload"
class      lowerCamelCase__      (					lowerCamelCase_     ):


			@staticmethod
			def 							lowerCamelCase_			(       SCREAMING_SNAKE_CASE							):



					"""simple docstring"""







					snake_case						:  Any        =			parser.add_parser(
					    "lfs-enable-largefiles"			,	help=(
					        "Deprecated: use `huggingface-cli` instead. Configure your repository to enable upload of files > 5GB."
					    )			,	)
					enable_parser.add_argument("path"			,	type=SCREAMING_SNAKE_CASE			,	help="Local path to repository you want to configure."							)
					enable_parser.set_defaults(func=lambda SCREAMING_SNAKE_CASE							: LfsEnableCommand(SCREAMING_SNAKE_CASE							)							)

					snake_case						:  str        =			parser.add_parser(
					    SCREAMING_SNAKE_CASE			,	help=(
					        "Deprecated: use `huggingface-cli` instead. "
					        "Command will get called by git-lfs, do not call it directly."
					    )			,	)
					upload_parser.set_defaults(func=lambda SCREAMING_SNAKE_CASE							: LfsUploadCommand(SCREAMING_SNAKE_CASE							)							)







class      lowerCamelCase__      :


			def __init__(       self			,	SCREAMING_SNAKE_CASE							):



					"""simple docstring"""







					snake_case						:  Any        =			args



			def 							lowerCamelCase_			(       self							):



					"""simple docstring"""







					warnings.warn(
					    "Managing repositories through transformers-cli is deprecated. Please use `huggingface-cli` instead."							)
					snake_case						:  Any        =			os.path.abspath(self.args.path							)
					if not os.path.isdir(SCREAMING_SNAKE_CASE							):
							print("This does not look like a valid git repo."							)
							exit(1							)
					subprocess.run(
					    "git config lfs.customtransfer.multipart.path transformers-cli".split()			,	check=SCREAMING_SNAKE_CASE			,	cwd=SCREAMING_SNAKE_CASE							)
					subprocess.run(
					    F'''git config lfs.customtransfer.multipart.args {LFS_MULTIPART_UPLOAD_COMMAND}'''.split()			,	check=SCREAMING_SNAKE_CASE			,	cwd=SCREAMING_SNAKE_CASE			,	)
					print("Local repo set up for largefiles"							)







def 					UpperCamelCase__       (						lowercase__					:       Dict				):
		snake_case						:  Tuple        =			json.dumps(lowercase__				) + "\n"
		sys.stdout.write(lowercase__				)
		sys.stdout.flush()



def 					UpperCamelCase__       (						):
		snake_case						:  Union[str, Any]        =			json.loads(sys.stdin.readline().strip()				)

		if "terminate" in (msg.get("type"				), msg.get("event"				)):
				# terminate message received
				return None

		if msg.get("event"				) not in ("download", "upload"):
				logger.critical("Received unexpected message"				)
				sys.exit(1				)

		return msg
class      lowerCamelCase__      (					lowerCamelCase_     ):


			def __init__(       self			,	SCREAMING_SNAKE_CASE			,	SCREAMING_SNAKE_CASE			,	SCREAMING_SNAKE_CASE							):



					"""simple docstring"""







					snake_case						:  int        =			filepath
					snake_case						:  Any        =			seek_from
					snake_case						:  Any        =			read_limit
					snake_case						:  Any        =			0


			def __enter__(       self							):



					"""simple docstring"""







					snake_case						:  Optional[int]        =			open(self.filepath			,	"rb"							)
					self.f.seek(self.seek_from							)
					return self


			def __len__(       self							):



					"""simple docstring"""







					snake_case						:  int        =			os.fstat(self.f.fileno()							).st_size
					return min(self.read_limit			,	total_length - self.seek_from							)


			def 							lowerCamelCase_			(       self			,	SCREAMING_SNAKE_CASE=-1							):



					"""simple docstring"""







					if self.n_seen >= self.read_limit:
							return b""
					snake_case						:  Any        =			self.read_limit - self.n_seen
					snake_case						:  int        =			self.f.read(remaining_amount if n < 0 else min(SCREAMING_SNAKE_CASE			,	SCREAMING_SNAKE_CASE							)							)
					self.n_seen += len(SCREAMING_SNAKE_CASE							)
					return data


			def __iter__(       self							):



					"""simple docstring"""







					yield self.read(n=4 * 1_024 * 1_024							)



			def __exit__(       self			,	*SCREAMING_SNAKE_CASE							):



					"""simple docstring"""







					self.f.close()







class      lowerCamelCase__      :


			def __init__(       self			,	SCREAMING_SNAKE_CASE							):



					"""simple docstring"""







					snake_case						:  List[str]        =			args



			def 							lowerCamelCase_			(       self							):



					"""simple docstring"""







					snake_case						:  Tuple        =			json.loads(sys.stdin.readline().strip()							)
					if not (init_msg.get("event"							) == "init" and init_msg.get("operation"							) == "upload"):
							write_msg({"error": {"code": 32, "message": "Wrong lfs init operation"}}							)
							sys.exit(1							)

					# The transfer process should use the information it needs from the
					# initiation structure, and also perform any one-off setup tasks it
					# needs to do. It should then respond on stdout with a simple empty
					# confirmation structure, as follows:
					write_msg({}							)

					# After the initiation exchange, git-lfs will send any number of
					# transfer requests to the stdin of the transfer process, in a serial sequence.
					while True:
							snake_case						:  str        =			read_msg()
							if msg is None:
									# When all transfers have been processed, git-lfs will send
									# a terminate event to the stdin of the transfer process.
									# On receiving this message the transfer process should
									# clean up and terminate. No response is expected.
									sys.exit(0							)

							snake_case						:  List[Any]        =			msg["oid"]
							snake_case						:  Any        =			msg["path"]
							snake_case						:  List[Any]        =			msg["action"]["href"]
							snake_case						:  Tuple        =			msg["action"]["header"]
							snake_case						:  Optional[int]        =			int(header.pop("chunk_size"							)							)
							snake_case						:  List[str]        =			list(header.values()							)

							snake_case						:  Union[str, Any]        =			[]
							for i, presigned_url in enumerate(SCREAMING_SNAKE_CASE							):
									with FileSlice(SCREAMING_SNAKE_CASE			,	seek_from=i * chunk_size			,	read_limit=SCREAMING_SNAKE_CASE							) as data:
											snake_case						:  List[Any]        =			requests.put(SCREAMING_SNAKE_CASE			,	data=SCREAMING_SNAKE_CASE							)
											r.raise_for_status()
											parts.append(
											    {
											        "etag": r.headers.get("etag"							),
											        "partNumber": i + 1,
											    }							)
											# In order to support progress reporting while data is uploading / downloading,
											# the transfer process should post messages to stdout
											write_msg(
											    {
											        "event": "progress",
											        "oid": oid,
											        "bytesSoFar": (i + 1) * chunk_size,
											        "bytesSinceLast": chunk_size,
											    }							)
											# Not precise but that's ok.

							snake_case						:  str        =			requests.post(
							    SCREAMING_SNAKE_CASE			,	json={
							        "oid": oid,
							        "parts": parts,
							    }			,	)
							r.raise_for_status()

							write_msg({"event": "complete", "oid": oid}							)







"""simple docstring"""

from ...configuration_utils import PretrainedConfig
from ...utils import logging


__A							=     logging.get_logger(__name__)

__A							=     {
    "dandelin/vilt-b32-mlm": "https://huggingface.co/dandelin/vilt-b32-mlm/blob/main/config.json"
}
class      lowerCamelCase__      (					lowerCamelCase_     ):
			a__	: Optional[int]        =       """vilt"""


			def __init__(       self			,	SCREAMING_SNAKE_CASE=30_522			,	SCREAMING_SNAKE_CASE=2			,	SCREAMING_SNAKE_CASE=2			,	SCREAMING_SNAKE_CASE=40			,	SCREAMING_SNAKE_CASE=768			,	SCREAMING_SNAKE_CASE=12			,	SCREAMING_SNAKE_CASE=12			,	SCREAMING_SNAKE_CASE=3_072			,	SCREAMING_SNAKE_CASE="gelu"			,	SCREAMING_SNAKE_CASE=0.0			,	SCREAMING_SNAKE_CASE=0.0			,	SCREAMING_SNAKE_CASE=0.02			,	SCREAMING_SNAKE_CASE=1E-12			,	SCREAMING_SNAKE_CASE=384			,	SCREAMING_SNAKE_CASE=32			,	SCREAMING_SNAKE_CASE=3			,	SCREAMING_SNAKE_CASE=True			,	SCREAMING_SNAKE_CASE=-1			,	SCREAMING_SNAKE_CASE=False			,	SCREAMING_SNAKE_CASE=-1			,	**SCREAMING_SNAKE_CASE			,	):



					"""simple docstring"""







					super().__init__(tie_word_embeddings=SCREAMING_SNAKE_CASE			,	**SCREAMING_SNAKE_CASE							)

					snake_case						:  str        =			vocab_size
					snake_case						:  Optional[Any]        =			type_vocab_size
					snake_case						:  List[str]        =			modality_type_vocab_size
					snake_case						:  Optional[Any]        =			max_position_embeddings

					snake_case						:  Tuple        =			hidden_size
					snake_case						:  List[str]        =			num_hidden_layers
					snake_case						:  int        =			num_attention_heads
					snake_case						:  Optional[int]        =			intermediate_size
					snake_case						:  List[Any]        =			hidden_act
					snake_case						:  List[str]        =			hidden_dropout_prob
					snake_case						:  Union[str, Any]        =			attention_probs_dropout_prob
					snake_case						:  Any        =			initializer_range
					snake_case						:  List[Any]        =			layer_norm_eps

					snake_case						:  Any        =			image_size
					snake_case						:  str        =			patch_size
					snake_case						:  Optional[int]        =			num_channels
					snake_case						:  List[str]        =			qkv_bias
					snake_case						:  Optional[int]        =			max_image_length
					snake_case						:  Any        =			num_images

