Download Evaluate/projects/iceberg/python/pyiceberg/io/__init__.py from SYSUSELab/RustRepoTrans: direct link, hf CLI and curl.
- Browser
- Download file 12 kB
-
https://huggingface.co/datasets/SYSUSELab/RustRepoTrans/resolve/main/Evaluate/projects/iceberg/python/pyiceberg/io/__init__.py
- Command line
-
hf download hf://datasets/SYSUSELab/RustRepoTrans/Evaluate/projects/iceberg/python/pyiceberg/io/__init__.py
-
curl -L -o __init__.py https://huggingface.co/datasets/SYSUSELab/RustRepoTrans/resolve/main/Evaluate/projects/iceberg/python/pyiceberg/io/__init__.py
12 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. | |
| """Base FileIO classes for implementing reading and writing table files. | |
| The FileIO abstraction includes a subset of full filesystem implementations. Specifically, | |
| Iceberg needs to read or write a file at a given location (as a seekable stream), as well | |
| as check if a file exists. An implementation of the FileIO abstract base class is responsible | |
| for returning an InputFile instance, an OutputFile instance, and deleting a file given | |
| its location. | |
| """ | |
| from __future__ import annotations | |
| import importlib | |
| import logging | |
| import warnings | |
| from abc import ABC, abstractmethod | |
| from io import SEEK_SET | |
| from types import TracebackType | |
| from typing import ( | |
| Dict, | |
| List, | |
| Optional, | |
| Protocol, | |
| Type, | |
| Union, | |
| runtime_checkable, | |
| ) | |
| from urllib.parse import urlparse | |
| from pyiceberg.typedef import EMPTY_DICT, Properties | |
| logger = logging.getLogger(__name__) | |
| S3_ENDPOINT = "s3.endpoint" | |
| S3_ACCESS_KEY_ID = "s3.access-key-id" | |
| S3_SECRET_ACCESS_KEY = "s3.secret-access-key" | |
| S3_SESSION_TOKEN = "s3.session-token" | |
| S3_REGION = "s3.region" | |
| S3_PROXY_URI = "s3.proxy-uri" | |
| S3_CONNECT_TIMEOUT = "s3.connect-timeout" | |
| S3_SIGNER_URI = "s3.signer.uri" | |
| HDFS_HOST = "hdfs.host" | |
| HDFS_PORT = "hdfs.port" | |
| HDFS_USER = "hdfs.user" | |
| HDFS_KERB_TICKET = "hdfs.kerberos_ticket" | |
| ADLFS_CONNECTION_STRING = "adlfs.connection-string" | |
| ADLFS_ACCOUNT_NAME = "adlfs.account-name" | |
| ADLFS_ACCOUNT_KEY = "adlfs.account-key" | |
| ADLFS_SAS_TOKEN = "adlfs.sas-token" | |
| ADLFS_TENANT_ID = "adlfs.tenant-id" | |
| ADLFS_CLIENT_ID = "adlfs.client-id" | |
| ADLFS_ClIENT_SECRET = "adlfs.client-secret" | |
| GCS_TOKEN = "gcs.oauth2.token" | |
| GCS_TOKEN_EXPIRES_AT_MS = "gcs.oauth2.token-expires-at" | |
| GCS_PROJECT_ID = "gcs.project-id" | |
| GCS_ACCESS = "gcs.access" | |
| GCS_CONSISTENCY = "gcs.consistency" | |
| GCS_CACHE_TIMEOUT = "gcs.cache-timeout" | |
| GCS_REQUESTER_PAYS = "gcs.requester-pays" | |
| GCS_SESSION_KWARGS = "gcs.session-kwargs" | |
| GCS_ENDPOINT = "gcs.endpoint" | |
| GCS_DEFAULT_LOCATION = "gcs.default-bucket-location" | |
| GCS_VERSION_AWARE = "gcs.version-aware" | |
| class InputStream(Protocol): | |
| """A protocol for the file-like object returned by InputFile.open(...). | |
| This outlines the minimally required methods for a seekable input stream returned from an InputFile | |
| implementation's `open(...)` method. These methods are a subset of IOBase/RawIOBase. | |
| """ | |
| def read(self, size: int = 0) -> bytes: ... | |
| def seek(self, offset: int, whence: int = SEEK_SET) -> int: ... | |
| def tell(self) -> int: ... | |
| def close(self) -> None: ... | |
| def __enter__(self) -> InputStream: | |
| """Provide setup when opening an InputStream using a 'with' statement.""" | |
| def __exit__( | |
| self, exctype: Optional[Type[BaseException]], excinst: Optional[BaseException], exctb: Optional[TracebackType] | |
| ) -> None: | |
| """Perform cleanup when exiting the scope of a 'with' statement.""" | |
| class OutputStream(Protocol): # pragma: no cover | |
| """A protocol for the file-like object returned by OutputFile.create(...). | |
| This outlines the minimally required methods for a writable output stream returned from an OutputFile | |
| implementation's `create(...)` method. These methods are a subset of IOBase/RawIOBase. | |
| """ | |
| def write(self, b: bytes) -> int: ... | |
| def close(self) -> None: ... | |
| def __enter__(self) -> OutputStream: | |
| """Provide setup when opening an OutputStream using a 'with' statement.""" | |
| def __exit__( | |
| self, exctype: Optional[Type[BaseException]], excinst: Optional[BaseException], exctb: Optional[TracebackType] | |
| ) -> None: | |
| """Perform cleanup when exiting the scope of a 'with' statement.""" | |
| class InputFile(ABC): | |
| """A base class for InputFile implementations. | |
| Args: | |
| location (str): A URI or a path to a local file. | |
| Attributes: | |
| location (str): The URI or path to a local file for an InputFile instance. | |
| exists (bool): Whether the file exists or not. | |
| """ | |
| def __init__(self, location: str): | |
| self._location = location | |
| def __len__(self) -> int: | |
| """Return the total length of the file, in bytes.""" | |
| def location(self) -> str: | |
| """The fully-qualified location of the input file.""" | |
| return self._location | |
| def exists(self) -> bool: | |
| """Check whether the location exists. | |
| Raises: | |
| PermissionError: If the file at self.location cannot be accessed due to a permission error. | |
| """ | |
| def open(self, seekable: bool = True) -> InputStream: | |
| """Return an object that matches the InputStream protocol. | |
| Args: | |
| seekable: If the stream should support seek, or if it is consumed sequential. | |
| Returns: | |
| InputStream: An object that matches the InputStream protocol. | |
| Raises: | |
| PermissionError: If the file at self.location cannot be accessed due to a permission error. | |
| FileNotFoundError: If the file at self.location does not exist. | |
| """ | |
| class OutputFile(ABC): | |
| """A base class for OutputFile implementations. | |
| Args: | |
| location (str): A URI or a path to a local file. | |
| Attributes: | |
| location (str): The URI or path to a local file for an OutputFile instance. | |
| exists (bool): Whether the file exists or not. | |
| """ | |
| def __init__(self, location: str): | |
| self._location = location | |
| def __len__(self) -> int: | |
| """Return the total length of the file, in bytes.""" | |
| def location(self) -> str: | |
| """The fully-qualified location of the output file.""" | |
| return self._location | |
| def exists(self) -> bool: | |
| """Check whether the location exists. | |
| Raises: | |
| PermissionError: If the file at self.location cannot be accessed due to a permission error. | |
| """ | |
| def to_input_file(self) -> InputFile: | |
| """Return an InputFile for the location of this output file.""" | |
| def create(self, overwrite: bool = False) -> OutputStream: | |
| """Return an object that matches the OutputStream protocol. | |
| Args: | |
| overwrite (bool): If the file already exists at `self.location` | |
| and `overwrite` is False a FileExistsError should be raised. | |
| Returns: | |
| OutputStream: An object that matches the OutputStream protocol. | |
| Raises: | |
| PermissionError: If the file at self.location cannot be accessed due to a permission error. | |
| FileExistsError: If the file at self.location already exists and `overwrite=False`. | |
| """ | |
| class FileIO(ABC): | |
| """A base class for FileIO implementations.""" | |
| properties: Properties | |
| def __init__(self, properties: Properties = EMPTY_DICT): | |
| self.properties = properties | |
| def new_input(self, location: str) -> InputFile: | |
| """Get an InputFile instance to read bytes from the file at the given location. | |
| Args: | |
| location (str): A URI or a path to a local file. | |
| """ | |
| def new_output(self, location: str) -> OutputFile: | |
| """Get an OutputFile instance to write bytes to the file at the given location. | |
| Args: | |
| location (str): A URI or a path to a local file. | |
| """ | |
| def delete(self, location: Union[str, InputFile, OutputFile]) -> None: | |
| """Delete the file at the given path. | |
| Args: | |
| location (Union[str, InputFile, OutputFile]): A URI or a path to a local file--if an InputFile instance or | |
| an OutputFile instance is provided, the location attribute for that instance is used as the URI to delete. | |
| Raises: | |
| PermissionError: If the file at location cannot be accessed due to a permission error. | |
| FileNotFoundError: When the file at the provided location does not exist. | |
| """ | |
| LOCATION = "location" | |
| WAREHOUSE = "warehouse" | |
| ARROW_FILE_IO = "pyiceberg.io.pyarrow.PyArrowFileIO" | |
| FSSPEC_FILE_IO = "pyiceberg.io.fsspec.FsspecFileIO" | |
| # Mappings from the Java FileIO impl to a Python one. The list is ordered by preference. | |
| # If an implementation isn't installed, it will fall back to the next one. | |
| SCHEMA_TO_FILE_IO: Dict[str, List[str]] = { | |
| "s3": [ARROW_FILE_IO, FSSPEC_FILE_IO], | |
| "s3a": [ARROW_FILE_IO, FSSPEC_FILE_IO], | |
| "s3n": [ARROW_FILE_IO, FSSPEC_FILE_IO], | |
| "gs": [ARROW_FILE_IO], | |
| "file": [ARROW_FILE_IO, FSSPEC_FILE_IO], | |
| "hdfs": [ARROW_FILE_IO], | |
| "viewfs": [ARROW_FILE_IO], | |
| "abfs": [FSSPEC_FILE_IO], | |
| "abfss": [FSSPEC_FILE_IO], | |
| } | |
| def _import_file_io(io_impl: str, properties: Properties) -> Optional[FileIO]: | |
| try: | |
| path_parts = io_impl.split(".") | |
| if len(path_parts) < 2: | |
| raise ValueError(f"py-io-impl should be full path (module.CustomFileIO), got: {io_impl}") | |
| module_name, class_name = ".".join(path_parts[:-1]), path_parts[-1] | |
| module = importlib.import_module(module_name) | |
| class_ = getattr(module, class_name) | |
| return class_(properties) | |
| except ModuleNotFoundError: | |
| logger.warning("Could not initialize FileIO: %s", io_impl) | |
| return None | |
| PY_IO_IMPL = "py-io-impl" | |
| def _infer_file_io_from_scheme(path: str, properties: Properties) -> Optional[FileIO]: | |
| parsed_url = urlparse(path) | |
| if parsed_url.scheme: | |
| if file_ios := SCHEMA_TO_FILE_IO.get(parsed_url.scheme): | |
| for file_io_path in file_ios: | |
| if file_io := _import_file_io(file_io_path, properties): | |
| return file_io | |
| else: | |
| warnings.warn(f"No preferred file implementation for scheme: {parsed_url.scheme}") | |
| return None | |
| def load_file_io(properties: Properties = EMPTY_DICT, location: Optional[str] = None) -> FileIO: | |
| # First look for the py-io-impl property to directly load the class | |
| if io_impl := properties.get(PY_IO_IMPL): | |
| if file_io := _import_file_io(io_impl, properties): | |
| logger.info("Loaded FileIO: %s", io_impl) | |
| return file_io | |
| else: | |
| raise ValueError(f"Could not initialize FileIO: {io_impl}") | |
| # Check the table location | |
| if location: | |
| if file_io := _infer_file_io_from_scheme(location, properties): | |
| return file_io | |
| # Look at the schema of the warehouse | |
| if warehouse_location := properties.get(WAREHOUSE): | |
| if file_io := _infer_file_io_from_scheme(warehouse_location, properties): | |
| return file_io | |
| try: | |
| # Default to PyArrow | |
| logger.info("Defaulting to PyArrow FileIO") | |
| from pyiceberg.io.pyarrow import PyArrowFileIO | |
| return PyArrowFileIO(properties) | |
| except ModuleNotFoundError as e: | |
| raise ModuleNotFoundError( | |
| 'Could not load a FileIO, please consider installing one: pip3 install "pyiceberg[pyarrow]", for more options refer to the docs.' | |
| ) from e | |