

"""simple docstring"""






import fire

from utils import calculate_rouge, save_json





def 						lowercase   ( __UpperCamelCase   , __UpperCamelCase   , __UpperCamelCase=None   , **__UpperCamelCase    )			->   Any:
 __magic_name__	 =   [x.strip() for x in open(_A    ).readlines()]
 __magic_name__	 =   [x.strip() for x in open(_A    ).readlines()][: len(_A    )]
 __magic_name__	 =   calculate_rouge(_A   , _A   , **_A    )
 if save_path is not None:
  save_json(_A   , _A   , indent=_A    )
 return metrics  # these print nicely


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


import contextlib
import csv
import json
import os
import sqlitea
import tarfile
import textwrap
import zipfile

import pyarrow as pa
import pyarrow.parquet as pq
import pytest

import datasets
import datasets.config



@pytest.fixture(scope="session"       )
def 	__A		(      ):



 """simple docstring"""


 __a							=	10
 __a							=	datasets.Features(
     {
         "tokens": datasets.Sequence(datasets.Value("string"       )       ),
         "labels": datasets.Sequence(datasets.ClassLabel(names=["negative", "positive"]       )       ),
         "answers": datasets.Sequence(
             {
                 "text": datasets.Value("string"       ),
                 "answer_start": datasets.Value("int32"       ),
             }       ),
         "id": datasets.Value("int64"       ),
     }       )
 __a							=	datasets.Dataset.from_dict(
     {
         "tokens": [["foo"] * 5] * n,
         "labels": [[1] * 5] * n,
         "answers": [{"answer_start": [97], "text": ["1976"]}] * 10,
         "id": list(range(_A       )       ),
     }				,					features=_A				,					)
 return dataset



@pytest.fixture(scope="session"       )
def 	__A		(      _A				,					_A       ):



 """simple docstring"""


 __a							=	str(tmp_path_factory.mktemp("data"       ) / "file.arrow"       )
 dataset.map(cache_file_name=_A       )
 return filename


# FILE_CONTENT + files


SCREAMING_SNAKE_CASE			:						Tuple				  =		"""\
    Text data.
    Second line of data."""



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 __a							=	tmp_path_factory.mktemp("data"       ) / "file.txt"
 __a							=	FILE_CONTENT
 with open(_A				,					"w"       ) as f:
  f.write(_A       )
 return filename



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 import bza

 __a							=	tmp_path_factory.mktemp("data"       ) / "file.txt.bz2"
 __a							=	bytes(_A				,					"utf-8"       )
 with bza.open(_A				,					"wb"       ) as f:
  f.write(_A       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 import gzip

 __a							=	str(tmp_path_factory.mktemp("data"       ) / "file.txt.gz"       )
 __a							=	bytes(_A				,					"utf-8"       )
 with gzip.open(_A				,					"wb"       ) as f:
  f.write(_A       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 if datasets.config.LZ4_AVAILABLE:
  import lza.frame

  __a							=	tmp_path_factory.mktemp("data"       ) / "file.txt.lz4"
  __a							=	bytes(_A				,					"utf-8"       )
  with lza.frame.open(_A				,					"wb"       ) as f:
   f.write(_A       )
  return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A				,					_A       ):



 """simple docstring"""


 if datasets.config.PY7ZR_AVAILABLE:
  import pyazr

  __a							=	tmp_path_factory.mktemp("data"       ) / "file.txt.7z"
  with pyazr.SevenZipFile(_A				,					"w"       ) as archive:
   archive.write(_A				,					arcname=os.path.basename(_A       )       )
  return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A				,					_A       ):



 """simple docstring"""


 import tarfile

 __a							=	tmp_path_factory.mktemp("data"       ) / "file.txt.tar"
 with tarfile.TarFile(_A				,					"w"       ) as f:
  f.add(_A				,					arcname=os.path.basename(_A       )       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 import lzma

 __a							=	tmp_path_factory.mktemp("data"       ) / "file.txt.xz"
 __a							=	bytes(_A				,					"utf-8"       )
 with lzma.open(_A				,					"wb"       ) as f:
  f.write(_A       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A				,					_A       ):



 """simple docstring"""


 import zipfile

 __a							=	tmp_path_factory.mktemp("data"       ) / "file.txt.zip"
 with zipfile.ZipFile(_A				,					"w"       ) as f:
  f.write(_A				,					arcname=os.path.basename(_A       )       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 if datasets.config.ZSTANDARD_AVAILABLE:
  import zstandard as zstd

  __a							=	tmp_path_factory.mktemp("data"       ) / "file.txt.zst"
  __a							=	bytes(_A				,					"utf-8"       )
  with zstd.open(_A				,					"wb"       ) as f:
   f.write(_A       )
  return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 __a							=	tmp_path_factory.mktemp("data"       ) / "file.xml"
 __a							=	textwrap.dedent(
     "\\n    <?xml version=\"1.0\" encoding=\"UTF-8\" ?>\n    <tmx version=\"1.4\">\n      <header segtype=\"sentence\" srclang=\"ca\" />\n      <body>\n        <tu>\n          <tuv xml:lang=\"ca\"><seg>Contingut 1</seg></tuv>\n          <tuv xml:lang=\"en\"><seg>Content 1</seg></tuv>\n        </tu>\n        <tu>\n          <tuv xml:lang=\"ca\"><seg>Contingut 2</seg></tuv>\n          <tuv xml:lang=\"en\"><seg>Content 2</seg></tuv>\n        </tu>\n        <tu>\n          <tuv xml:lang=\"ca\"><seg>Contingut 3</seg></tuv>\n          <tuv xml:lang=\"en\"><seg>Content 3</seg></tuv>\n        </tu>\n        <tu>\n          <tuv xml:lang=\"ca\"><seg>Contingut 4</seg></tuv>\n          <tuv xml:lang=\"en\"><seg>Content 4</seg></tuv>\n        </tu>\n        <tu>\n          <tuv xml:lang=\"ca\"><seg>Contingut 5</seg></tuv>\n          <tuv xml:lang=\"en\"><seg>Content 5</seg></tuv>\n        </tu>\n      </body>\n    </tmx>"       )
 with open(_A				,					"w"       ) as f:
  f.write(_A       )
 return filename


SCREAMING_SNAKE_CASE			:						Any				  =		[
    {"""col_1""": """0""", """col_2""": 0, """col_3""": 0.0},
    {"""col_1""": """1""", """col_2""": 1, """col_3""": 1.0},
    {"""col_1""": """2""", """col_2""": 2, """col_3""": 2.0},
    {"""col_1""": """3""", """col_2""": 3, """col_3""": 3.0},
]
SCREAMING_SNAKE_CASE			:						Optional[int]				  =		[
    {"""col_1""": """4""", """col_2""": 4, """col_3""": 4.0},
    {"""col_1""": """5""", """col_2""": 5, """col_3""": 5.0},
]
SCREAMING_SNAKE_CASE			:						Any				  =		{
    """col_1""": ["""0""", """1""", """2""", """3"""],
    """col_2""": [0, 1, 2, 3],
    """col_3""": [0.0, 1.0, 2.0, 3.0],
}

SCREAMING_SNAKE_CASE			:						int				  =		[
    {"""col_3""": 0.0, """col_1""": """0""", """col_2""": 0},
    {"""col_3""": 1.0, """col_1""": """1""", """col_2""": 1},
]

SCREAMING_SNAKE_CASE			:						List[Any]				  =		[
    {"""col_1""": """s0""", """col_2""": 0, """col_3""": 0.0},
    {"""col_1""": """s1""", """col_2""": 1, """col_3""": 1.0},
    {"""col_1""": """s2""", """col_2""": 2, """col_3""": 2.0},
    {"""col_1""": """s3""", """col_2""": 3, """col_3""": 3.0},
]



@pytest.fixture(scope="session"       )
def 	__A		(      ):



 """simple docstring"""


 return DATA_DICT_OF_LISTS



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 __a							=	datasets.Dataset.from_dict(_A       )
 __a							=	str(tmp_path_factory.mktemp("data"       ) / "dataset.arrow"       )
 dataset.map(cache_file_name=_A       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 __a							=	str(tmp_path_factory.mktemp("data"       ) / "dataset.sqlite"       )
 with contextlib.closing(sqlitea.connect(_A       )       ) as con:
  __a							=	con.cursor()
  cur.execute("CREATE TABLE dataset(col_1 text, col_2 int, col_3 real)"       )
  for item in DATA:
   cur.execute("INSERT INTO dataset(col_1, col_2, col_3) VALUES (?, ?, ?)"				,					tuple(item.values()       )       )
  con.commit()
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 __a							=	str(tmp_path_factory.mktemp("data"       ) / "dataset.csv"       )
 with open(_A				,					"w"				,					newline=""       ) as f:
  __a							=	csv.DictWriter(_A				,					fieldnames=["col_1", "col_2", "col_3"]       )
  writer.writeheader()
  for item in DATA:
   writer.writerow(_A       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 __a							=	str(tmp_path_factory.mktemp("data"       ) / "dataset2.csv"       )
 with open(_A				,					"w"				,					newline=""       ) as f:
  __a							=	csv.DictWriter(_A				,					fieldnames=["col_1", "col_2", "col_3"]       )
  writer.writeheader()
  for item in DATA:
   writer.writerow(_A       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A				,					_A       ):



 """simple docstring"""


 import bza

 __a							=	tmp_path_factory.mktemp("data"       ) / "dataset.csv.bz2"
 with open(_A				,					"rb"       ) as f:
  __a							=	f.read()
 # data = bytes(FILE_CONTENT, "utf-8")
 with bza.open(_A				,					"wb"       ) as f:
  f.write(_A       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A				,					_A				,					_A       ):



 """simple docstring"""


 __a							=	tmp_path_factory.mktemp("data"       ) / "dataset.csv.zip"
 with zipfile.ZipFile(_A				,					"w"       ) as f:
  f.write(_A				,					arcname=os.path.basename(_A       )       )
  f.write(_A				,					arcname=os.path.basename(_A       )       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A				,					_A				,					_A       ):



 """simple docstring"""


 __a							=	tmp_path_factory.mktemp("data"       ) / "dataset.csv.zip"
 with zipfile.ZipFile(_A				,					"w"       ) as f:
  f.write(_A				,					arcname=os.path.basename(csv_path.replace(".csv"				,					".CSV"       )       )       )
  f.write(_A				,					arcname=os.path.basename(csva_path.replace(".csv"				,					".CSV"       )       )       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A				,					_A				,					_A       ):



 """simple docstring"""


 __a							=	tmp_path_factory.mktemp("data"       ) / "dataset_with_dir.csv.zip"
 with zipfile.ZipFile(_A				,					"w"       ) as f:
  f.write(_A				,					arcname=os.path.join("main_dir"				,					os.path.basename(_A       )       )       )
  f.write(_A				,					arcname=os.path.join("main_dir"				,					os.path.basename(_A       )       )       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 __a							=	str(tmp_path_factory.mktemp("data"       ) / "dataset.parquet"       )
 __a							=	pa.schema(
     {
         "col_1": pa.string(),
         "col_2": pa.intaa(),
         "col_3": pa.floataa(),
     }       )
 with open(_A				,					"wb"       ) as f:
  __a							=	pq.ParquetWriter(_A				,					schema=_A       )
  __a							=	pa.Table.from_pydict({k: [DATA[i][k] for i in range(len(_A       )       )] for k in DATA[0]}				,					schema=_A       )
  writer.write_table(_A       )
  writer.close()
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 __a							=	str(tmp_path_factory.mktemp("data"       ) / "dataset.json"       )
 __a							=	{"data": DATA}
 with open(_A				,					"w"       ) as f:
  json.dump(_A				,					_A       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 __a							=	str(tmp_path_factory.mktemp("data"       ) / "dataset.json"       )
 __a							=	{"data": DATA_DICT_OF_LISTS}
 with open(_A				,					"w"       ) as f:
  json.dump(_A				,					_A       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 __a							=	str(tmp_path_factory.mktemp("data"       ) / "dataset.jsonl"       )
 with open(_A				,					"w"       ) as f:
  for item in DATA:
   f.write(json.dumps(_A       ) + "\n"       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 __a							=	str(tmp_path_factory.mktemp("data"       ) / "dataset2.jsonl"       )
 with open(_A				,					"w"       ) as f:
  for item in DATA:
   f.write(json.dumps(_A       ) + "\n"       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 __a							=	str(tmp_path_factory.mktemp("data"       ) / "dataset_312.jsonl"       )
 with open(_A				,					"w"       ) as f:
  for item in DATA_312:
   f.write(json.dumps(_A       ) + "\n"       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 __a							=	str(tmp_path_factory.mktemp("data"       ) / "dataset-str.jsonl"       )
 with open(_A				,					"w"       ) as f:
  for item in DATA_STR:
   f.write(json.dumps(_A       ) + "\n"       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A				,					_A       ):



 """simple docstring"""


 import gzip

 __a							=	str(tmp_path_factory.mktemp("data"       ) / "dataset.txt.gz"       )
 with open(_A				,					"rb"       ) as orig_file:
  with gzip.open(_A				,					"wb"       ) as zipped_file:
   zipped_file.writelines(_A       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A				,					_A       ):



 """simple docstring"""


 import gzip

 __a							=	str(tmp_path_factory.mktemp("data"       ) / "dataset.jsonl.gz"       )
 with open(_A				,					"rb"       ) as orig_file:
  with gzip.open(_A				,					"wb"       ) as zipped_file:
   zipped_file.writelines(_A       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A				,					_A				,					_A       ):



 """simple docstring"""


 __a							=	tmp_path_factory.mktemp("data"       ) / "dataset.jsonl.zip"
 with zipfile.ZipFile(_A				,					"w"       ) as f:
  f.write(_A				,					arcname=os.path.basename(_A       )       )
  f.write(_A				,					arcname=os.path.basename(_A       )       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A				,					_A				,					_A				,					_A       ):



 """simple docstring"""


 __a							=	tmp_path_factory.mktemp("data"       ) / "dataset_nested.jsonl.zip"
 with zipfile.ZipFile(_A				,					"w"       ) as f:
  f.write(_A				,					arcname=os.path.join("nested"				,					os.path.basename(_A       )       )       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A				,					_A				,					_A       ):



 """simple docstring"""


 __a							=	tmp_path_factory.mktemp("data"       ) / "dataset_with_dir.jsonl.zip"
 with zipfile.ZipFile(_A				,					"w"       ) as f:
  f.write(_A				,					arcname=os.path.join("main_dir"				,					os.path.basename(_A       )       )       )
  f.write(_A				,					arcname=os.path.join("main_dir"				,					os.path.basename(_A       )       )       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A				,					_A				,					_A       ):



 """simple docstring"""


 __a							=	tmp_path_factory.mktemp("data"       ) / "dataset.jsonl.tar"
 with tarfile.TarFile(_A				,					"w"       ) as f:
  f.add(_A				,					arcname=os.path.basename(_A       )       )
  f.add(_A				,					arcname=os.path.basename(_A       )       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A				,					_A				,					_A				,					_A       ):



 """simple docstring"""


 __a							=	tmp_path_factory.mktemp("data"       ) / "dataset_nested.jsonl.tar"
 with tarfile.TarFile(_A				,					"w"       ) as f:
  f.add(_A				,					arcname=os.path.join("nested"				,					os.path.basename(_A       )       )       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 __a							=	["0", "1", "2", "3"]
 __a							=	str(tmp_path_factory.mktemp("data"       ) / "dataset.txt"       )
 with open(_A				,					"w"       ) as f:
  for item in data:
   f.write(item + "\n"       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 __a							=	["0", "1", "2", "3"]
 __a							=	str(tmp_path_factory.mktemp("data"       ) / "dataset2.txt"       )
 with open(_A				,					"w"       ) as f:
  for item in data:
   f.write(item + "\n"       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 __a							=	["0", "1", "2", "3"]
 __a							=	tmp_path_factory.mktemp("data"       ) / "dataset.abc"
 with open(_A				,					"w"       ) as f:
  for item in data:
   f.write(item + "\n"       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A				,					_A				,					_A       ):



 """simple docstring"""


 __a							=	tmp_path_factory.mktemp("data"       ) / "dataset.text.zip"
 with zipfile.ZipFile(_A				,					"w"       ) as f:
  f.write(_A				,					arcname=os.path.basename(_A       )       )
  f.write(_A				,					arcname=os.path.basename(_A       )       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A				,					_A				,					_A       ):



 """simple docstring"""


 __a							=	tmp_path_factory.mktemp("data"       ) / "dataset_with_dir.text.zip"
 with zipfile.ZipFile(_A				,					"w"       ) as f:
  f.write(_A				,					arcname=os.path.join("main_dir"				,					os.path.basename(_A       )       )       )
  f.write(_A				,					arcname=os.path.join("main_dir"				,					os.path.basename(_A       )       )       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A				,					_A				,					_A       ):



 """simple docstring"""


 __a							=	tmp_path_factory.mktemp("data"       ) / "dataset.ext.zip"
 with zipfile.ZipFile(_A				,					"w"       ) as f:
  f.write(_A				,					arcname=os.path.basename("unsupported.ext"       )       )
  f.write(_A				,					arcname=os.path.basename("unsupported_2.ext"       )       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 __a							=	"\n".join(["First", "Second\u2029with Unicode new line", "Third"]       )
 __a							=	str(tmp_path_factory.mktemp("data"       ) / "dataset_with_unicode_new_lines.txt"       )
 with open(_A				,					"w"				,					encoding="utf-8"       ) as f:
  f.write(_A       )
 return path



@pytest.fixture(scope="session"       )
def 	__A		(      ):



 """simple docstring"""


 return os.path.join("tests"				,					"features"				,					"data"				,					"test_image_rgb.jpg"       )



@pytest.fixture(scope="session"       )
def 	__A		(      ):



 """simple docstring"""


 return os.path.join("tests"				,					"features"				,					"data"				,					"test_audio_44100.wav"       )



@pytest.fixture(scope="session"       )
def 	__A		(      _A				,					_A       ):



 """simple docstring"""


 __a							=	tmp_path_factory.mktemp("data"       ) / "dataset.img.zip"
 with zipfile.ZipFile(_A				,					"w"       ) as f:
  f.write(_A				,					arcname=os.path.basename(_A       )       )
  f.write(_A				,					arcname=os.path.basename(_A       ).replace(".jpg"				,					"2.jpg"       )       )
 return path






@pytest.fixture(scope="session"       )
def 	__A		(      _A       ):



 """simple docstring"""


 __a							=	tmp_path_factory.mktemp("data_dir"       )

 (data_dir / "subdir").mkdir()
 with open(data_dir / "subdir" / "train.txt"				,					"w"       ) as f:
  f.write("foo\n" * 10       )
 with open(data_dir / "subdir" / "test.txt"				,					"w"       ) as f:
  f.write("bar\n" * 10       )
 # hidden file
 with open(data_dir / "subdir" / ".test.txt"				,					"w"       ) as f:
  f.write("bar\n" * 10       )

 # hidden directory
 (data_dir / ".subdir").mkdir()
 with open(data_dir / ".subdir" / "train.txt"				,					"w"       ) as f:
  f.write("foo\n" * 10       )
 with open(data_dir / ".subdir" / "test.txt"				,					"w"       ) as f:
  f.write("bar\n" * 10       )

 return data_dir


