#!/usr/bin/env python3 # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved. import errno import logging import os import shutil from collections import OrderedDict from typing import ( IO, Any, Callable, Dict, List, MutableMapping, Optional, Union, ) __all__ = ["PathManager", "get_cache_dir"] def get_cache_dir(cache_dir: Optional[str] = None) -> str: """ Returns a default directory to cache static files (usually downloaded from Internet), if None is provided. Args: cache_dir (None or str): if not None, will be returned as is. If None, returns the default cache directory as: 1) $FVCORE_CACHE, if set 2) otherwise ~/.torch/fvcore_cache """ if cache_dir is None: cache_dir = os.path.expanduser( os.getenv("FVCORE_CACHE", "~/.torch/fvcore_cache") ) return cache_dir class PathHandler: """ PathHandler is a base class that defines common I/O functionality for a URI protocol. It routes I/O for a generic URI which may look like "protocol://*" or a canonical filepath "/foo/bar/baz". """ _strict_kwargs_check = True def _check_kwargs(self, kwargs: Dict[str, Any]) -> None: """ Checks if the given arguments are empty. Throws a ValueError if strict kwargs checking is enabled and args are non-empty. If strict kwargs checking is disabled, only a warning is logged. Args: kwargs (Dict[str, Any]) """ if self._strict_kwargs_check: if len(kwargs) > 0: raise ValueError("Unused arguments: {}".format(kwargs)) else: logger = logging.getLogger(__name__) for k, v in kwargs.items(): logger.warning( "[PathManager] {}={} argument ignored".format(k, v) ) def _get_supported_prefixes(self) -> List[str]: """ Returns: List[str]: the list of URI prefixes this PathHandler can support """ raise NotImplementedError() def _get_local_path(self, path: str, **kwargs: Any) -> str: """ Get a filepath which is compatible with native Python I/O such as `open` and `os.path`. If URI points to a remote resource, this function may download and cache the resource to local disk. In this case, this function is meant to be used with read-only resources. Args: path (str): A URI supported by this PathHandler Returns: local_path (str): a file path which exists on the local file system """ raise NotImplementedError() def _open( self, path: str, mode: str = "r", buffering: int = -1, **kwargs: Any ) -> Union[IO[str], IO[bytes]]: """ Open a stream to a URI, similar to the built-in `open`. Args: path (str): A URI supported by this PathHandler mode (str): Specifies the mode in which the file is opened. It defaults to 'r'. buffering (int): An optional integer used to set the buffering policy. Pass 0 to switch buffering off and an integer >= 1 to indicate the size in bytes of a fixed-size chunk buffer. When no buffering argument is given, the default buffering policy depends on the underlying I/O implementation. Returns: file: a file-like object. """ raise NotImplementedError() def _copy( self, src_path: str, dst_path: str, overwrite: bool = False, **kwargs: Any, ) -> bool: """ Copies a source path to a destination path. Args: src_path (str): A URI supported by this PathHandler dst_path (str): A URI supported by this PathHandler overwrite (bool): Bool flag for forcing overwrite of existing file Returns: status (bool): True on success """ raise NotImplementedError() def _exists(self, path: str, **kwargs: Any) -> bool: """ Checks if there is a resource at the given URI. Args: path (str): A URI supported by this PathHandler Returns: bool: true if the path exists """ raise NotImplementedError() def _isfile(self, path: str, **kwargs: Any) -> bool: """ Checks if the resource at the given URI is a file. Args: path (str): A URI supported by this PathHandler Returns: bool: true if the path is a file """ raise NotImplementedError() def _isdir(self, path: str, **kwargs: Any) -> bool: """ Checks if the resource at the given URI is a directory. Args: path (str): A URI supported by this PathHandler Returns: bool: true if the path is a directory """ raise NotImplementedError() def _ls(self, path: str, **kwargs: Any) -> List[str]: """ List the contents of the directory at the provided URI. Args: path (str): A URI supported by this PathHandler Returns: List[str]: list of contents in given path """ raise NotImplementedError() def _mkdirs(self, path: str, **kwargs: Any) -> None: """ Recursive directory creation function. Like mkdir(), but makes all intermediate-level directories needed to contain the leaf directory. Similar to the native `os.makedirs`. Args: path (str): A URI supported by this PathHandler """ raise NotImplementedError() def _rm(self, path: str, **kwargs: Any) -> None: """ Remove the file (not directory) at the provided URI. Args: path (str): A URI supported by this PathHandler """ raise NotImplementedError() class NativePathHandler(PathHandler): """ Handles paths that can be accessed using Python native system calls. This handler uses `open()` and `os.*` calls on the given path. """ def _get_local_path(self, path: str, **kwargs: Any) -> str: self._check_kwargs(kwargs) return path def _open( self, path: str, mode: str = "r", buffering: int = -1, encoding: Optional[str] = None, errors: Optional[str] = None, newline: Optional[str] = None, closefd: bool = True, opener: Optional[Callable] = None, **kwargs: Any, ) -> Union[IO[str], IO[bytes]]: """ Open a path. Args: path (str): A URI supported by this PathHandler mode (str): Specifies the mode in which the file is opened. It defaults to 'r'. buffering (int): An optional integer used to set the buffering policy. Pass 0 to switch buffering off and an integer >= 1 to indicate the size in bytes of a fixed-size chunk buffer. When no buffering argument is given, the default buffering policy works as follows: * Binary files are buffered in fixed-size chunks; the size of the buffer is chosen using a heuristic trying to determine the underlying device’s “block size” and falling back on io.DEFAULT_BUFFER_SIZE. On many systems, the buffer will typically be 4096 or 8192 bytes long. encoding (Optional[str]): the name of the encoding used to decode or encode the file. This should only be used in text mode. errors (Optional[str]): an optional string that specifies how encoding and decoding errors are to be handled. This cannot be used in binary mode. newline (Optional[str]): controls how universal newlines mode works (it only applies to text mode). It can be None, '', '\n', '\r', and '\r\n'. closefd (bool): If closefd is False and a file descriptor rather than a filename was given, the underlying file descriptor will be kept open when the file is closed. If a filename is given closefd must be True (the default) otherwise an error will be raised. opener (Optional[Callable]): A custom opener can be used by passing a callable as opener. The underlying file descriptor for the file object is then obtained by calling opener with (file, flags). opener must return an open file descriptor (passing os.open as opener results in functionality similar to passing None). See https://docs.python.org/3/library/functions.html#open for details. Returns: file: a file-like object. """ self._check_kwargs(kwargs) return open( # type: ignore path, mode, buffering=buffering, encoding=encoding, errors=errors, newline=newline, closefd=closefd, opener=opener, ) def _copy( self, src_path: str, dst_path: str, overwrite: bool = False, **kwargs: Any, ) -> bool: """ Copies a source path to a destination path. Args: src_path (str): A URI supported by this PathHandler dst_path (str): A URI supported by this PathHandler overwrite (bool): Bool flag for forcing overwrite of existing file Returns: status (bool): True on success """ self._check_kwargs(kwargs) if os.path.exists(dst_path) and not overwrite: logger = logging.getLogger(__name__) logger.error("Destination file {} already exists.".format(dst_path)) return False try: shutil.copyfile(src_path, dst_path) return True except Exception as e: logger = logging.getLogger(__name__) logger.error("Error in file copy - {}".format(str(e))) return False def _exists(self, path: str, **kwargs: Any) -> bool: self._check_kwargs(kwargs) return os.path.exists(path) def _isfile(self, path: str, **kwargs: Any) -> bool: self._check_kwargs(kwargs) return os.path.isfile(path) def _isdir(self, path: str, **kwargs: Any) -> bool: self._check_kwargs(kwargs) return os.path.isdir(path) def _ls(self, path: str, **kwargs: Any) -> List[str]: self._check_kwargs(kwargs) return os.listdir(path) def _mkdirs(self, path: str, **kwargs: Any) -> None: self._check_kwargs(kwargs) try: os.makedirs(path, exist_ok=True) except OSError as e: # EEXIST it can still happen if multiple processes are creating the dir if e.errno != errno.EEXIST: raise def _rm(self, path: str, **kwargs: Any) -> None: self._check_kwargs(kwargs) os.remove(path) class PathManager: """ A class for users to open generic paths or translate generic paths to file names. """ _PATH_HANDLERS: MutableMapping[str, PathHandler] = OrderedDict() _NATIVE_PATH_HANDLER = NativePathHandler() @staticmethod def __get_path_handler(path: str) -> PathHandler: """ Finds a PathHandler that supports the given path. Falls back to the native PathHandler if no other handler is found. Args: path (str): URI path to resource Returns: handler (PathHandler) """ for p in PathManager._PATH_HANDLERS.keys(): if path.startswith(p): return PathManager._PATH_HANDLERS[p] return PathManager._NATIVE_PATH_HANDLER @staticmethod def open( path: str, mode: str = "r", buffering: int = -1, **kwargs: Any ) -> Union[IO[str], IO[bytes]]: """ Open a stream to a URI, similar to the built-in `open`. Args: path (str): A URI supported by this PathHandler mode (str): Specifies the mode in which the file is opened. It defaults to 'r'. buffering (int): An optional integer used to set the buffering policy. Pass 0 to switch buffering off and an integer >= 1 to indicate the size in bytes of a fixed-size chunk buffer. When no buffering argument is given, the default buffering policy depends on the underlying I/O implementation. Returns: file: a file-like object. """ return PathManager.__get_path_handler(path)._open( # type: ignore path, mode, buffering=buffering, **kwargs ) @staticmethod def copy( src_path: str, dst_path: str, overwrite: bool = False, **kwargs: Any ) -> bool: """ Copies a source path to a destination path. Args: src_path (str): A URI supported by this PathHandler dst_path (str): A URI supported by this PathHandler overwrite (bool): Bool flag for forcing overwrite of existing file Returns: status (bool): True on success """ # Copying across handlers is not supported. assert PathManager.__get_path_handler( # type: ignore src_path ) == PathManager.__get_path_handler(dst_path) return PathManager.__get_path_handler(src_path)._copy( src_path, dst_path, overwrite, **kwargs ) @staticmethod def get_local_path(path: str, **kwargs: Any) -> str: """ Get a filepath which is compatible with native Python I/O such as `open` and `os.path`. If URI points to a remote resource, this function may download and cache the resource to local disk. Args: path (str): A URI supported by this PathHandler Returns: local_path (str): a file path which exists on the local file system """ return PathManager.__get_path_handler( # type: ignore path )._get_local_path(path, **kwargs) @staticmethod def exists(path: str, **kwargs: Any) -> bool: """ Checks if there is a resource at the given URI. Args: path (str): A URI supported by this PathHandler Returns: bool: true if the path exists """ return PathManager.__get_path_handler(path)._exists( # type: ignore path, **kwargs ) @staticmethod def isfile(path: str, **kwargs: Any) -> bool: """ Checks if there the resource at the given URI is a file. Args: path (str): A URI supported by this PathHandler Returns: bool: true if the path is a file """ return PathManager.__get_path_handler(path)._isfile( # type: ignore path, **kwargs ) @staticmethod def isdir(path: str, **kwargs: Any) -> bool: """ Checks if the resource at the given URI is a directory. Args: path (str): A URI supported by this PathHandler Returns: bool: true if the path is a directory """ return PathManager.__get_path_handler(path)._isdir( # type: ignore path, **kwargs ) @staticmethod def ls(path: str, **kwargs: Any) -> List[str]: """ List the contents of the directory at the provided URI. Args: path (str): A URI supported by this PathHandler Returns: List[str]: list of contents in given path """ return PathManager.__get_path_handler(path)._ls( # type: ignore path, **kwargs ) @staticmethod def mkdirs(path: str, **kwargs: Any) -> None: """ Recursive directory creation function. Like mkdir(), but makes all intermediate-level directories needed to contain the leaf directory. Similar to the native `os.makedirs`. Args: path (str): A URI supported by this PathHandler """ return PathManager.__get_path_handler(path)._mkdirs( # type: ignore path, **kwargs ) @staticmethod def rm(path: str, **kwargs: Any) -> None: """ Remove the file (not directory) at the provided URI. Args: path (str): A URI supported by this PathHandler """ return PathManager.__get_path_handler(path)._rm( # type: ignore path, **kwargs ) @staticmethod def register_handler(handler: PathHandler) -> None: """ Register a path handler associated with `handler._get_supported_prefixes` URI prefixes. Args: handler (PathHandler) """ assert isinstance(handler, PathHandler), handler for prefix in handler._get_supported_prefixes(): assert prefix not in PathManager._PATH_HANDLERS PathManager._PATH_HANDLERS[prefix] = handler # Sort path handlers in reverse order so longer prefixes take priority, # eg: http://foo/bar before http://foo PathManager._PATH_HANDLERS = OrderedDict( sorted( PathManager._PATH_HANDLERS.items(), key=lambda t: t[0], reverse=True, ) ) @staticmethod def set_strict_kwargs_checking(enable: bool) -> None: """ Toggles strict kwargs checking. If enabled, a ValueError is thrown if any unused parameters are passed to a PathHandler function. If disabled, only a warning is given. With a centralized file API, there's a tradeoff of convenience and correctness delegating arguments to the proper I/O layers. An underlying `PathHandler` may support custom arguments which should not be statically exposed on the `PathManager` function. For example, a custom `HTTPURLHandler` may want to expose a `cache_timeout` argument for `open()` which specifies how old a locally cached resource can be before it's refetched from the remote server. This argument would not make sense for a `NativePathHandler`. If strict kwargs checking is disabled, `cache_timeout` can be passed to `PathManager.open` which will forward the arguments to the underlying handler. By default, checking is enabled since it is innately unsafe: multiple `PathHandler`s could reuse arguments with different semantic meanings or types. Args: enable (bool) """ PathManager._NATIVE_PATH_HANDLER._strict_kwargs_check = enable for handler in PathManager._PATH_HANDLERS.values(): handler._strict_kwargs_check = enable