Dataset_Construction/projects/iceberg/python/tests/avro/test_decoder.py

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from __future__ import annotations

import itertools
import struct
from io import SEEK_SET
from types import TracebackType
from typing import Callable, Optional, Type
from unittest.mock import MagicMock, patch

import pytest

from pyiceberg.avro.decoder import BinaryDecoder, StreamingBinaryDecoder, new_decoder
from pyiceberg.avro.decoder_fast import CythonBinaryDecoder
from pyiceberg.avro.resolver import resolve_reader
from pyiceberg.io import InputStream
from pyiceberg.types import DoubleType, FloatType

AVAILABLE_DECODERS = [StreamingBinaryDecoder, CythonBinaryDecoder]


@pytest.mark.parametrize("decoder_class", AVAILABLE_DECODERS)
def test_read_boolean_true(decoder_class: Callable[[bytes], BinaryDecoder]) -> None:
    decoder = decoder_class(b"\x01")
    assert decoder.read_boolean() is True


@pytest.mark.parametrize("decoder_class", AVAILABLE_DECODERS)
def test_read_boolean_false(decoder_class: Callable[[bytes], BinaryDecoder]) -> None:
    decoder = decoder_class(b"\x00")
    assert decoder.read_boolean() is False


@pytest.mark.parametrize("decoder_class", AVAILABLE_DECODERS)
def test_skip_boolean(decoder_class: Callable[[bytes], BinaryDecoder]) -> None:
    decoder = decoder_class(b"\x00")
    assert decoder.tell() == 0
    decoder.skip_boolean()
    assert decoder.tell() == 1


@pytest.mark.parametrize("decoder_class", AVAILABLE_DECODERS)
def test_read_int(decoder_class: Callable[[bytes], BinaryDecoder]) -> None:
    decoder = decoder_class(b"\x18")
    assert decoder.read_int() == 12


@pytest.mark.parametrize("decoder_class", AVAILABLE_DECODERS)
def test_read_int_longer(decoder_class: Callable[[bytes], BinaryDecoder]) -> None:
    decoder = decoder_class(b"\x8e\xd1\x87\x01")
    assert decoder.read_int() == 1111111


def zigzag_encode(datum: int) -> bytes:
    result = []
    datum = (datum << 1) ^ (datum >> 63)
    while (datum & ~0x7F) != 0:
        result.append(struct.pack("B", (datum & 0x7F) | 0x80))
        datum >>= 7
    result.append(struct.pack("B", datum))
    return b"".join(result)


@pytest.mark.parametrize(
    "decoder_class, expected_value",
    list(itertools.product(AVAILABLE_DECODERS, [0, -1, 2**32, -(2**32), (2**63 - 1), -(2**63)])),
)
def test_read_int_custom_encode(decoder_class: Callable[[bytes], BinaryDecoder], expected_value: int) -> None:
    encoded = zigzag_encode(expected_value)
    decoder = decoder_class(encoded)
    decoded = decoder.read_int()
    assert decoded == expected_value, f"Decoded value does not match decoded={decoded} expected={expected_value}"


@pytest.mark.parametrize("decoder_class", AVAILABLE_DECODERS)
def test_skip_int(decoder_class: Callable[[bytes], BinaryDecoder]) -> None:
    decoder = decoder_class(b"\x18")
    assert decoder.tell() == 0
    decoder.skip_int()
    assert decoder.tell() == 1


@pytest.mark.parametrize("decoder_class", AVAILABLE_DECODERS)
def test_read_negative_bytes(decoder_class: Callable[[bytes], BinaryDecoder]) -> None:
    decoder = decoder_class(b"")

    with pytest.raises(ValueError) as exc_info:
        decoder.read(-1)

    assert "Requested -1 bytes to read, expected positive integer." in str(exc_info.value)


class OneByteAtATimeInputStream(InputStream):
    """
    Fake input stream that just returns a single byte at the time
    """

    pos = 0

    def read(self, size: int = 0) -> bytes:
        self.pos += 1
        return self.pos.to_bytes(1, byteorder="little")

    def seek(self, offset: int, whence: int = SEEK_SET) -> int:
        self.pos = offset
        return self.pos

    def tell(self) -> int:
        return self.pos

    def close(self) -> None:
        pass

    def __enter__(self) -> OneByteAtATimeInputStream:
        return self

    def __exit__(
        self, exctype: Optional[Type[BaseException]], excinst: Optional[BaseException], exctb: Optional[TracebackType]
    ) -> None:
        self.close()


# InMemoryBinaryDecoder doesn't work for a byte at a time reading
@pytest.mark.parametrize("decoder_class", [StreamingBinaryDecoder])
def test_read_single_byte_at_the_time(decoder_class: Callable[[bytes], BinaryDecoder]) -> None:
    decoder = decoder_class(OneByteAtATimeInputStream())  # type: ignore
    assert decoder.read(2) == b"\x01\x02"


@pytest.mark.parametrize("decoder_class", AVAILABLE_DECODERS)
def test_read_float(decoder_class: Callable[[bytes], BinaryDecoder]) -> None:
    decoder = decoder_class(b"\x00\x00\x9a\x41")
    assert decoder.read_float() == 19.25


@pytest.mark.parametrize("decoder_class", AVAILABLE_DECODERS)
def test_skip_float(decoder_class: Callable[[bytes], BinaryDecoder]) -> None:
    decoder = decoder_class(b"\x00\x00\x9a\x41")
    assert decoder.tell() == 0
    decoder.skip_float()
    assert decoder.tell() == 4


@pytest.mark.parametrize("decoder_class", AVAILABLE_DECODERS)
def test_read_double(decoder_class: Callable[[bytes], BinaryDecoder]) -> None:
    decoder = decoder_class(b"\x00\x00\x00\x00\x00\x40\x33\x40")
    assert decoder.read_double() == 19.25


@pytest.mark.parametrize("decoder_class", AVAILABLE_DECODERS)
def test_skip_double(decoder_class: Callable[[bytes], BinaryDecoder]) -> None:
    decoder = decoder_class(b"\x00\x00\x00\x00\x00\x40\x33\x40")
    assert decoder.tell() == 0
    decoder.skip_double()
    assert decoder.tell() == 8


@pytest.mark.parametrize("decoder_class", AVAILABLE_DECODERS)
def test_read_bytes(decoder_class: Callable[[bytes], BinaryDecoder]) -> None:
    decoder = decoder_class(b"\x08\x01\x02\x03\x04")
    actual = decoder.read_bytes()
    assert actual == b"\x01\x02\x03\x04"


@pytest.mark.parametrize("decoder_class", AVAILABLE_DECODERS)
def test_read_utf8(decoder_class: Callable[[bytes], BinaryDecoder]) -> None:
    decoder = decoder_class(b"\x04\x76\x6f")
    assert decoder.read_utf8() == "vo"


@pytest.mark.parametrize("decoder_class", AVAILABLE_DECODERS)
def test_skip_utf8(decoder_class: Callable[[bytes], BinaryDecoder]) -> None:
    decoder = decoder_class(b"\x04\x76\x6f")
    assert decoder.tell() == 0
    decoder.skip_utf8()
    assert decoder.tell() == 3


@pytest.mark.parametrize("decoder_class", AVAILABLE_DECODERS)
def test_read_int_as_float(decoder_class: Callable[[bytes], BinaryDecoder]) -> None:
    decoder = decoder_class(b"\x00\x00\x9a\x41")
    reader = resolve_reader(FloatType(), DoubleType())
    assert reader.read(decoder) == 19.25


@patch("pyiceberg.avro.decoder_fast.CythonBinaryDecoder")
def test_fallback_to_pure_python_decoder(cython_decoder: MagicMock) -> None:
    cython_decoder.side_effect = ModuleNotFoundError

    with pytest.warns(UserWarning, match="Falling back to pure Python Avro decoder, missing Cython implementation"):
        dec = new_decoder(b"")
        assert isinstance(dec, StreamingBinaryDecoder)