

import textwrap

import pyarrow as pa
import pytest

from datasets import Features, Value
from datasets.packaged_modules.json.json import Json





@pytest.fixture
def 							__a       (					__A	):
    SCREAMING_SNAKE_CASE__					     =						tmp_path / "file.jsonl"
    SCREAMING_SNAKE_CASE__					     =						textwrap.dedent(
        "\\n        {\"col_1\": -1}\n        {\"col_1\": 1, \"col_2\": 2}\n        {\"col_1\": 10, \"col_2\": 20}\n        "	)
    with open(__A ,       "w"	) as f:
        f.write(__A	)
    return str(__A	)





@pytest.fixture
def 							__a       (					__A	):
    SCREAMING_SNAKE_CASE__					     =						tmp_path / "file_utf16_encoded.jsonl"
    SCREAMING_SNAKE_CASE__					     =						textwrap.dedent(
        "\\n        {\"col_1\": -1}\n        {\"col_1\": 1, \"col_2\": 2}\n        {\"col_1\": 10, \"col_2\": 20}\n        "	)
    with open(__A ,       "w" ,       encoding="utf-16"	) as f:
        f.write(__A	)
    return str(__A	)





@pytest.fixture
def 							__a       (					__A	):
    SCREAMING_SNAKE_CASE__					     =						tmp_path / "file_with_list_of_dicts.json"
    SCREAMING_SNAKE_CASE__					     =						textwrap.dedent(
        "\\n        [\n            {\"col_1\": -1},\n            {\"col_1\": 1, \"col_2\": 2},\n            {\"col_1\": 10, \"col_2\": 20}\n        ]\n        "	)
    with open(__A ,       "w"	) as f:
        f.write(__A	)
    return str(__A	)





@pytest.fixture
def 							__a       (					__A	):
    SCREAMING_SNAKE_CASE__					     =						tmp_path / "file_with_list_of_dicts_field.json"
    SCREAMING_SNAKE_CASE__					     =						textwrap.dedent(
        "\\n        {\n            \"field1\": 1,\n            \"field2\": \"aabb\",\n            \"field3\": [\n                {\"col_1\": -1},\n                {\"col_1\": 1, \"col_2\": 2},\n                {\"col_1\": 10, \"col_2\": 20}\n            ]\n        }\n        "	)
    with open(__A ,       "w"	) as f:
        f.write(__A	)
    return str(__A	)





@pytest.mark.parametrize(
    "file_fixture, config_kwargs" ,       [
        ("jsonl_file", {}),
        ("jsonl_file_utf16_encoded", {"encoding": "utf-16"}),
        ("json_file_with_list_of_dicts", {}),
        ("json_file_with_list_of_dicts_field", {"field": "field3"}),
    ] ,       )
def 							__a       (					__A ,       __A ,       __A	):
    SCREAMING_SNAKE_CASE__					     =						Json(**__A	)
    SCREAMING_SNAKE_CASE__					     =						json._generate_tables([[request.getfixturevalue(__A	)]]	)
    SCREAMING_SNAKE_CASE__					     =						pa.concat_tables([table for _, table in generator]	)
    assert pa_table.to_pydict() == {"col_1": [-1, 1, 10], "col_2": [None, 2, 20]}





@pytest.mark.parametrize(
    "file_fixture, config_kwargs" ,       [
        (
            "jsonl_file",
            {"features": Features({"col_1": Value("int64"	), "col_2": Value("int64"	), "missing_col": Value("string"	)}	)},
        ),
        (
            "json_file_with_list_of_dicts",
            {"features": Features({"col_1": Value("int64"	), "col_2": Value("int64"	), "missing_col": Value("string"	)}	)},
        ),
        (
            "json_file_with_list_of_dicts_field",
            {
                "field": "field3",
                "features": Features(
                    {"col_1": Value("int64"	), "col_2": Value("int64"	), "missing_col": Value("string"	)}	),
            },
        ),
    ] ,       )
def 							__a       (					__A ,       __A ,       __A	):
    SCREAMING_SNAKE_CASE__					     =						Json(**__A	)
    SCREAMING_SNAKE_CASE__					     =						json._generate_tables([[request.getfixturevalue(__A	)]]	)
    SCREAMING_SNAKE_CASE__					     =						pa.concat_tables([table for _, table in generator]	)
    assert pa_table.to_pydict() == {"col_1": [-1, 1, 10], "col_2": [None, 2, 20], "missing_col": [None, None, None]}





def 							__a       (					__A ,       __A ,       __A	):
    SCREAMING_SNAKE_CASE__					     =						index
    SCREAMING_SNAKE_CASE__					     =						2 * index + 1
    SCREAMING_SNAKE_CASE__					     =						2 * index + 2
    if left_index < heap_size and unsorted[left_index] > unsorted[largest]:
        SCREAMING_SNAKE_CASE__					     =						left_index

    if right_index < heap_size and unsorted[right_index] > unsorted[largest]:
        SCREAMING_SNAKE_CASE__					     =						right_index

    if largest != index:
        SCREAMING_SNAKE_CASE__     ,		SCREAMING_SNAKE_CASE__					     =						unsorted[index], unsorted[largest]
        heapify(__A ,       __A ,       __A	)





def 							__a       (					__A	):
    SCREAMING_SNAKE_CASE__					     =						len(__A	)
    for i in range(n // 2 - 1 ,       -1 ,       -1	):
        heapify(__A ,       __A ,       __A	)
    for i in range(n - 1 ,       0 ,       -1	):
        SCREAMING_SNAKE_CASE__     ,		SCREAMING_SNAKE_CASE__					     =						unsorted[i], unsorted[0]
        heapify(__A ,       0 ,       __A	)
    return unsorted


if __name__ == "__main__":
  A__        =			input("Enter numbers separated by a comma:\n").strip()
  A__        =			[int(item) for item in user_input.split(",")]
  print(heap_sort(unsorted))


