Download Evaluate/projects/iceberg/python/pyiceberg/avro/decoder.py from SYSUSELab/RustRepoTrans: direct link, hf CLI and curl.
- Browser
- Download file 6.03 kB
-
https://huggingface.co/datasets/SYSUSELab/RustRepoTrans/resolve/main/Evaluate/projects/iceberg/python/pyiceberg/avro/decoder.py
- Command line
-
hf download hf://datasets/SYSUSELab/RustRepoTrans/Evaluate/projects/iceberg/python/pyiceberg/avro/decoder.py
-
curl -L -o decoder.py https://huggingface.co/datasets/SYSUSELab/RustRepoTrans/resolve/main/Evaluate/projects/iceberg/python/pyiceberg/avro/decoder.py
6.03 kB
| # Licensed to the Apache Software Foundation (ASF) under one | |
| # or more contributor license agreements. See the NOTICE file | |
| # distributed with this work for additional information | |
| # regarding copyright ownership. The ASF licenses this file | |
| # to you under the Apache License, Version 2.0 (the | |
| # "License"); you may not use this file except in compliance | |
| # with the License. You may obtain a copy of the License at | |
| # | |
| # http://www.apache.org/licenses/LICENSE-2.0 | |
| # | |
| # Unless required by applicable law or agreed to in writing, | |
| # software distributed under the License is distributed on an | |
| # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | |
| # KIND, either express or implied. See the License for the | |
| # specific language governing permissions and limitations | |
| # under the License. | |
| import io | |
| from abc import ABC, abstractmethod | |
| from io import SEEK_CUR | |
| from typing import ( | |
| Dict, | |
| List, | |
| Tuple, | |
| Union, | |
| cast, | |
| ) | |
| from pyiceberg.avro import STRUCT_DOUBLE, STRUCT_FLOAT | |
| from pyiceberg.io import InputStream | |
| from pyiceberg.typedef import UTF8 | |
| class BinaryDecoder(ABC): | |
| """Decodes bytes into Python physical primitives.""" | |
| def tell(self) -> int: | |
| """Return the current position.""" | |
| def read(self, n: int) -> bytes: | |
| """Read n bytes.""" | |
| def skip(self, n: int) -> None: | |
| """Skip n bytes.""" | |
| def read_boolean(self) -> bool: | |
| """Read a value from the stream as a boolean. | |
| A boolean is written as a single byte | |
| whose value is either 0 (false) or 1 (true). | |
| """ | |
| return ord(self.read(1)) == 1 | |
| def read_int(self) -> int: | |
| """Read an int/long value. | |
| int/long values are written using variable-length, zigzag coding. | |
| """ | |
| b = ord(self.read(1)) | |
| n = b & 0x7F | |
| shift = 7 | |
| while (b & 0x80) != 0: | |
| b = ord(self.read(1)) | |
| n |= (b & 0x7F) << shift | |
| shift += 7 | |
| datum = (n >> 1) ^ -(n & 1) | |
| return datum | |
| def read_ints(self, n: int) -> Tuple[int, ...]: | |
| """Read a list of integers.""" | |
| return tuple(self.read_int() for _ in range(n)) | |
| def read_int_bytes_dict(self, n: int, dest: Dict[int, bytes]) -> None: | |
| """Read a dictionary of integers for keys and bytes for values into a destination dictionary.""" | |
| for _ in range(n): | |
| k = self.read_int() | |
| v = self.read_bytes() | |
| dest[k] = v | |
| def read_float(self) -> float: | |
| """Read a value from the stream as a float. | |
| A float is written as 4 bytes. | |
| The float is converted into a 32-bit integer using a method equivalent to | |
| Java's floatToIntBits and then encoded in little-endian format. | |
| """ | |
| return float(cast(Tuple[float, ...], STRUCT_FLOAT.unpack(self.read(4)))[0]) | |
| def read_double(self) -> float: | |
| """Read a value from the stream as a double. | |
| A double is written as 8 bytes. | |
| The double is converted into a 64-bit integer using a method equivalent to | |
| Java's doubleToLongBits and then encoded in little-endian format. | |
| """ | |
| return float(cast(Tuple[float, ...], STRUCT_DOUBLE.unpack(self.read(8)))[0]) | |
| def read_bytes(self) -> bytes: | |
| """Bytes are encoded as a long followed by that many bytes of data.""" | |
| num_bytes = self.read_int() | |
| return self.read(num_bytes) if num_bytes > 0 else b"" | |
| def read_utf8(self) -> str: | |
| """Read an utf-8 encoded string from the stream. | |
| A string is encoded as a long followed by | |
| that many bytes of UTF-8 encoded character data. | |
| """ | |
| return self.read_bytes().decode(UTF8) | |
| def skip_boolean(self) -> None: | |
| self.skip(1) | |
| def skip_int(self) -> None: | |
| b = ord(self.read(1)) | |
| while (b & 0x80) != 0: | |
| b = ord(self.read(1)) | |
| def skip_float(self) -> None: | |
| self.skip(4) | |
| def skip_double(self) -> None: | |
| self.skip(8) | |
| def skip_bytes(self) -> None: | |
| self.skip(self.read_int()) | |
| def skip_utf8(self) -> None: | |
| self.skip_bytes() | |
| class StreamingBinaryDecoder(BinaryDecoder): | |
| """Decodes bytes into Python physical primitives.""" | |
| __slots__ = "_input_stream" | |
| _input_stream: InputStream | |
| def __init__(self, input_stream: Union[bytes, InputStream]) -> None: | |
| """Reader is a Python object on which we can call read, seek, and tell.""" | |
| if isinstance(input_stream, bytes): | |
| # In the case of bytes, we wrap it into a BytesIO to make it a stream | |
| self._input_stream = io.BytesIO(input_stream) | |
| else: | |
| self._input_stream = input_stream | |
| def tell(self) -> int: | |
| """Return the current stream position.""" | |
| return self._input_stream.tell() | |
| def read(self, n: int) -> bytes: | |
| """Read n bytes.""" | |
| if n < 0: | |
| raise ValueError(f"Requested {n} bytes to read, expected positive integer.") | |
| data: List[bytes] = [] | |
| n_remaining = n | |
| while n_remaining > 0: | |
| data_read = self._input_stream.read(n_remaining) | |
| read_len = len(data_read) | |
| if read_len == n: | |
| # If we read everything, we return directly | |
| # otherwise we'll continue to fetch the rest | |
| return data_read | |
| elif read_len <= 0: | |
| raise EOFError(f"EOF: read {read_len} bytes") | |
| data.append(data_read) | |
| n_remaining -= read_len | |
| return b"".join(data) | |
| def skip(self, n: int) -> None: | |
| self._input_stream.seek(n, SEEK_CUR) | |
| def new_decoder(b: bytes) -> BinaryDecoder: | |
| try: | |
| from pyiceberg.avro.decoder_fast import CythonBinaryDecoder | |
| return CythonBinaryDecoder(b) | |
| except ModuleNotFoundError: | |
| import warnings | |
| warnings.warn("Falling back to pure Python Avro decoder, missing Cython implementation") | |
| return StreamingBinaryDecoder(b) | |