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filesystem.R
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filesystem.R
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# 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.
#' @include arrow-object.R
#' @title FileSystem entry info
#' @usage NULL
#' @format NULL
#'
#' @section Methods:
#'
#' - `base_name()` : The file base name (component after the last directory
#' separator).
#' - `extension()` : The file extension
#'
#' @section Active bindings:
#'
#' - `$type`: The file type
#' - `$path`: The full file path in the filesystem
#' - `$size`: The size in bytes, if available. Only regular files are
#' guaranteed to have a size.
#' - `$mtime`: The time of last modification, if available.
#'
#' @rdname FileInfo
#' @export
FileInfo <- R6Class("FileInfo",
inherit = ArrowObject,
public = list(
base_name = function() fs___FileInfo__base_name(self),
extension = function() fs___FileInfo__extension(self)
),
active = list(
type = function(type) {
if (missing(type)) {
fs___FileInfo__type(self)
} else {
fs___FileInfo__set_type(self, type)
}
},
path = function(path) {
if (missing(path)) {
fs___FileInfo__path(self)
} else {
invisible(fs___FileInfo__set_path(self))
}
},
size = function(size) {
if (missing(size)) {
fs___FileInfo__size(self)
} else {
invisible(fs___FileInfo__set_size(self, size))
}
},
mtime = function(time) {
if (missing(time)) {
fs___FileInfo__mtime(self)
} else {
if (!inherits(time, "POSIXct") && length(time) == 1L) {
abort("invalid time")
}
invisible(fs___FileInfo__set_mtime(self, time))
}
}
)
)
#' @title file selector
#' @format NULL
#'
#' @section Factory:
#'
#' The `$create()` factory method instantiates a `FileSelector` given the 3 fields
#' described below.
#'
#' @section Fields:
#'
#' - `base_dir`: The directory in which to select files. If the path exists but
#' doesn't point to a directory, this should be an error.
#' - `allow_not_found`: The behavior if `base_dir` doesn't exist in the
#' filesystem. If `FALSE`, an error is returned. If `TRUE`, an empty
#' selection is returned
#' - `recursive`: Whether to recurse into subdirectories.
#'
#' @rdname FileSelector
#' @export
FileSelector <- R6Class("FileSelector",
inherit = ArrowObject,
active = list(
base_dir = function() fs___FileSelector__base_dir(self),
allow_not_found = function() fs___FileSelector__allow_not_found(self),
recursive = function() fs___FileSelector__recursive(self)
)
)
FileSelector$create <- function(base_dir, allow_not_found = FALSE, recursive = FALSE) {
fs___FileSelector__create(clean_path_rel(base_dir), allow_not_found, recursive)
}
#' @title FileSystem classes
#' @description `FileSystem` is an abstract file system API,
#' `LocalFileSystem` is an implementation accessing files
#' on the local machine. `SubTreeFileSystem` is an implementation that delegates
#' to another implementation after prepending a fixed base path
#'
#' @section Factory:
#'
#' `LocalFileSystem$create()` returns the object and takes no arguments.
#'
#' `SubTreeFileSystem$create()` takes the following arguments:
#'
#' - `base_path`, a string path
#' - `base_fs`, a `FileSystem` object
#'
#' `S3FileSystem$create()` optionally takes arguments:
#'
#' - `anonymous`: logical, default `FALSE`. If true, will not attempt to look up
#' credentials using standard AWS configuration methods.
#' - `access_key`, `secret_key`: authentication credentials. If one is provided,
#' the other must be as well. If both are provided, they will override any
#' AWS configuration set at the environment level.
#' - `session_token`: optional string for authentication along with
#' `access_key` and `secret_key`
#' - `role_arn`: string AWS ARN of an AccessRole. If provided instead of `access_key` and
#' `secret_key`, temporary credentials will be fetched by assuming this role.
#' - `session_name`: optional string identifier for the assumed role session.
#' - `external_id`: optional unique string identifier that might be required
#' when you assume a role in another account.
#' - `load_frequency`: integer, frequency (in seconds) with which temporary
#' credentials from an assumed role session will be refreshed. Default is
#' 900 (i.e. 15 minutes)
#' - `region`: AWS region to connect to. If omitted, the AWS library will
#' provide a sensible default based on client configuration, falling back
#' to "us-east-1" if no other alternatives are found.
#' - `endpoint_override`: If non-empty, override region with a connect string
#' such as "localhost:9000". This is useful for connecting to file systems
#' that emulate S3.
#' - `scheme`: S3 connection transport (default "https")
#' - `background_writes`: logical, whether `OutputStream` writes will be issued
#' in the background, without blocking (default `TRUE`)
#' - `allow_bucket_creation`: logical, if TRUE, the filesystem will create
#' buckets if `$CreateDir()` is called on the bucket level (default `FALSE`).
#' - `allow_bucket_deletion`: logical, if TRUE, the filesystem will delete
#' buckets if`$DeleteDir()` is called on the bucket level (default `FALSE`).
#'
#' `GcsFileSystem$create()` optionally takes arguments:
#'
#' - `anonymous`: logical, default `FALSE`. If true, will not attempt to look up
#' credentials using standard GCS configuration methods.
#' - `access_token`: optional string for authentication. Should be provided along
#' with `expiration`
#' - `expiration`: optional date representing point at which `access_token` will
#' expire.
#' - `json_credentials`: optional string for authentication. Point to a JSON
#' credentials file downloaded from GCS.
#' - `endpoint_override`: if non-empty, will connect to provided host name / port,
#' such as "localhost:9001", instead of default GCS ones. This is primarily useful
#' for testing purposes.
#' - `scheme`: connection transport (default "https")
#' - `default_bucket_location`: the default location (or "region") to create new
#' buckets in.
#' - `retry_limit_seconds`: the maximum amount of time to spend retrying if
#' the filesystem encounters errors. Default is 15 seconds.
#' - `default_metadata`: default metadata to write in new objects.
#'
#' @section Methods:
#'
#' - `$GetFileInfo(x)`: `x` may be a [FileSelector][FileSelector] or a character
#' vector of paths. Returns a list of [FileInfo][FileInfo]
#' - `$CreateDir(path, recursive = TRUE)`: Create a directory and subdirectories.
#' - `$DeleteDir(path)`: Delete a directory and its contents, recursively.
#' - `$DeleteDirContents(path)`: Delete a directory's contents, recursively.
#' Like `$DeleteDir()`,
#' but doesn't delete the directory itself. Passing an empty path (`""`) will
#' wipe the entire filesystem tree.
#' - `$DeleteFile(path)` : Delete a file.
#' - `$DeleteFiles(paths)` : Delete many files. The default implementation
#' issues individual delete operations in sequence.
#' - `$Move(src, dest)`: Move / rename a file or directory. If the destination
#' exists:
#' if it is a non-empty directory, an error is returned
#' otherwise, if it has the same type as the source, it is replaced
#' otherwise, behavior is unspecified (implementation-dependent).
#' - `$CopyFile(src, dest)`: Copy a file. If the destination exists and is a
#' directory, an error is returned. Otherwise, it is replaced.
#' - `$OpenInputStream(path)`: Open an [input stream][InputStream] for
#' sequential reading.
#' - `$OpenInputFile(path)`: Open an [input file][RandomAccessFile] for random
#' access reading.
#' - `$OpenOutputStream(path)`: Open an [output stream][OutputStream] for
#' sequential writing.
#' - `$OpenAppendStream(path)`: Open an [output stream][OutputStream] for
#' appending.
#'
#' @section Active bindings:
#'
#' - `$type_name`: string filesystem type name, such as "local", "s3", etc.
#' - `$region`: string AWS region, for `S3FileSystem` and `SubTreeFileSystem`
#' containing a `S3FileSystem`
#' - `$base_fs`: for `SubTreeFileSystem`, the `FileSystem` it contains
#' - `$base_path`: for `SubTreeFileSystem`, the path in `$base_fs` which is considered
#' root in this `SubTreeFileSystem`.
#'
#' @section Notes:
#'
#' On S3FileSystem, `$CreateDir()` on a top-level directory creates a new bucket.
#' When S3FileSystem creates new buckets (assuming allow_bucket_creation is TRUE),
#' it does not pass any non-default settings. In AWS S3, the bucket and all
#' objects will be not publicly visible, and will have no bucket policies
#' and no resource tags. To have more control over how buckets are created,
#' use a different API to create them.
#'
#' @usage NULL
#' @format NULL
#' @docType class
#'
#' @rdname FileSystem
#' @name FileSystem
#' @export
FileSystem <- R6Class("FileSystem",
inherit = ArrowObject,
public = list(
GetFileInfo = function(x) {
if (inherits(x, "FileSelector")) {
fs___FileSystem__GetTargetInfos_FileSelector(self, x)
} else if (is.character(x)) {
fs___FileSystem__GetTargetInfos_Paths(self, clean_path_rel(x))
} else {
abort("incompatible type for FileSystem$GetFileInfo()")
}
},
CreateDir = function(path, recursive = TRUE) {
fs___FileSystem__CreateDir(self, clean_path_rel(path), isTRUE(recursive))
},
DeleteDir = function(path) {
fs___FileSystem__DeleteDir(self, clean_path_rel(path))
},
DeleteDirContents = function(path) {
fs___FileSystem__DeleteDirContents(self, clean_path_rel(path))
},
DeleteFile = function(path) {
fs___FileSystem__DeleteFile(self, clean_path_rel(path))
},
DeleteFiles = function(paths) {
fs___FileSystem__DeleteFiles(self, clean_path_rel(paths))
},
Move = function(src, dest) {
fs___FileSystem__Move(self, clean_path_rel(src), clean_path_rel(dest))
},
CopyFile = function(src, dest) {
fs___FileSystem__CopyFile(self, clean_path_rel(src), clean_path_rel(dest))
},
OpenInputStream = function(path) {
fs___FileSystem__OpenInputStream(self, clean_path_rel(path))
},
OpenInputFile = function(path) {
fs___FileSystem__OpenInputFile(self, clean_path_rel(path))
},
OpenOutputStream = function(path) {
fs___FileSystem__OpenOutputStream(self, clean_path_rel(path))
},
OpenAppendStream = function(path) {
fs___FileSystem__OpenAppendStream(self, clean_path_rel(path))
},
# Friendlier R user interface
path = function(x) SubTreeFileSystem$create(x, self),
cd = function(x) SubTreeFileSystem$create(x, self),
ls = function(path = "", ...) {
selector <- FileSelector$create(path, ...) # ... for recursive = TRUE
infos <- self$GetFileInfo(selector)
map_chr(infos, ~ .$path)
# TODO: add full.names argument like base::dir() (default right now is TRUE)
# TODO: see fs package for glob/regexp filtering
# TODO: verbose method that shows other attributes as df
# TODO: print methods for FileInfo, SubTreeFileSystem, S3FileSystem
}
),
active = list(
type_name = function() fs___FileSystem__type_name(self),
url_scheme = function() {
fs_type_name <- self$type_name
if (identical(fs_type_name, "subtree")) {
# Recurse
return(self$base_fs$url_scheme)
}
# Some type_names are the url scheme but others aren't
type_map <- list(
local = "file",
gcs = "gs"
)
type_map[[fs_type_name]] %||% fs_type_name
}
)
)
FileSystem$from_uri <- function(uri) {
assert_that(is.string(uri))
fs___FileSystemFromUri(uri)
}
get_paths_and_filesystem <- function(x, filesystem = NULL) {
# Wrapper around FileSystem$from_uri that handles local paths
# and an optional explicit filesystem
if (inherits(x, "SubTreeFileSystem")) {
return(list(fs = x$base_fs, path = x$base_path))
}
assert_that(is.character(x))
are_urls <- are_urls(x)
if (any(are_urls)) {
if (!all(are_urls)) {
stop("Vectors of mixed paths and URIs are not supported", call. = FALSE)
}
if (!is.null(filesystem)) {
# Stop? Can't have URL (which yields a fs) and another fs
}
x <- lapply(x, FileSystem$from_uri)
if (length(unique(map(x, ~ class(.$fs)))) > 1) {
stop(
"Vectors of URIs for different file systems are not supported",
call. = FALSE
)
}
fs <- x[[1]]$fs
path <- map_chr(x, ~ .$path) # singular name "path" used for compatibility
} else {
fs <- filesystem %||% LocalFileSystem$create()
if (inherits(fs, "LocalFileSystem")) {
path <- clean_path_abs(x)
} else {
path <- clean_path_rel(x)
}
}
list(
fs = fs,
path = path
)
}
# variant of the above function that asserts that x is either a scalar string
# or a SubTreeFileSystem
get_path_and_filesystem <- function(x, filesystem = NULL) {
assert_that(is.string(x) || inherits(x, "SubTreeFileSystem"))
get_paths_and_filesystem(x, filesystem)
}
is_url <- function(x) is.string(x) && grepl("://", x)
are_urls <- function(x) if (!is.character(x)) FALSE else grepl("://", x)
#' @usage NULL
#' @format NULL
#' @rdname FileSystem
#' @export
LocalFileSystem <- R6Class("LocalFileSystem", inherit = FileSystem)
LocalFileSystem$create <- function() {
fs___LocalFileSystem__create()
}
#' @usage NULL
#' @format NULL
#' @rdname FileSystem
#' @importFrom utils modifyList
#' @export
S3FileSystem <- R6Class("S3FileSystem",
inherit = FileSystem,
active = list(
region = function() fs___S3FileSystem__region(self)
)
)
S3FileSystem$create <- function(anonymous = FALSE, ...) {
args <- list2(...)
if (anonymous) {
invalid_args <- intersect(
c(
"access_key", "secret_key", "session_token", "role_arn", "session_name",
"external_id", "load_frequency", "allow_bucket_creation", "allow_bucket_deletion"
),
names(args)
)
if (length(invalid_args)) {
stop("Cannot specify ", oxford_paste(invalid_args), " when anonymous = TRUE", call. = FALSE)
}
} else {
keys_present <- length(intersect(c("access_key", "secret_key"), names(args)))
if (keys_present == 1) {
stop("Key authentication requires both access_key and secret_key", call. = FALSE)
}
if ("session_token" %in% names(args) && keys_present != 2) {
stop(
"In order to initialize a session with temporary credentials, ",
"both secret_key and access_key must be provided ",
"in addition to session_token.",
call. = FALSE
)
}
arn <- "role_arn" %in% names(args)
if (keys_present == 2 && arn) {
stop("Cannot provide both key authentication and role_arn", call. = FALSE)
}
arn_extras <- intersect(c("session_name", "external_id", "load_frequency"), names(args))
if (length(arn_extras) > 0 && !arn) {
stop("Cannot specify ", oxford_paste(arn_extras), " without providing a role_arn string", call. = FALSE)
}
}
args <- c(modifyList(default_s3_options, args), anonymous = anonymous)
exec(fs___S3FileSystem__create, !!!args)
}
default_s3_options <- list(
access_key = "",
secret_key = "",
session_token = "",
role_arn = "",
session_name = "",
external_id = "",
load_frequency = 900L,
region = "",
endpoint_override = "",
scheme = "",
proxy_options = "",
background_writes = TRUE,
allow_bucket_creation = FALSE,
allow_bucket_deletion = FALSE
)
#' Connect to an AWS S3 bucket
#'
#' `s3_bucket()` is a convenience function to create an `S3FileSystem` object
#' that automatically detects the bucket's AWS region and holding onto the its
#' relative path.
#'
#' @param bucket string S3 bucket name or path
#' @param ... Additional connection options, passed to `S3FileSystem$create()`
#' @return A `SubTreeFileSystem` containing an `S3FileSystem` and the bucket's
#' relative path. Note that this function's success does not guarantee that you
#' are authorized to access the bucket's contents.
#' @examplesIf FALSE
#' bucket <- s3_bucket("voltrondata-labs-datasets")
#' @export
s3_bucket <- function(bucket, ...) {
assert_that(is.string(bucket))
args <- list2(...)
# Use FileSystemFromUri to detect the bucket's region
if (!is_url(bucket)) {
bucket <- paste0("s3://", bucket)
}
fs_and_path <- FileSystem$from_uri(bucket)
fs <- fs_and_path$fs
# If there are no additional S3Options, we can use that filesystem
# Otherwise, take the region that was detected and make a new fs with the args
if (length(args)) {
args$region <- fs$region
fs <- exec(S3FileSystem$create, !!!args)
}
# Return a subtree pointing at that bucket path
SubTreeFileSystem$create(fs_and_path$path, fs)
}
#' Connect to a Google Cloud Storage (GCS) bucket
#'
#' `gs_bucket()` is a convenience function to create an `GcsFileSystem` object
#' that holds onto its relative path
#'
#' @param bucket string GCS bucket name or path
#' @param ... Additional connection options, passed to `GcsFileSystem$create()`
#' @return A `SubTreeFileSystem` containing an `GcsFileSystem` and the bucket's
#' relative path. Note that this function's success does not guarantee that you
#' are authorized to access the bucket's contents.
#' @examplesIf FALSE
#' bucket <- gs_bucket("voltrondata-labs-datasets")
#' @export
gs_bucket <- function(bucket, ...) {
assert_that(is.string(bucket))
args <- list2(...)
fs <- exec(GcsFileSystem$create, !!!args)
SubTreeFileSystem$create(bucket, fs)
}
#' @usage NULL
#' @format NULL
#' @rdname FileSystem
#' @export
GcsFileSystem <- R6Class("GcsFileSystem",
inherit = FileSystem
)
GcsFileSystem$create <- function(anonymous = FALSE, retry_limit_seconds = 15, ...) {
# The default retry limit in C++ is 15 minutes, but that is experienced as
# hanging in an interactive context, so default is set here to 15 seconds.
options <- list(...)
# Validate options
if (isTRUE(anonymous)) {
invalid_args <- intersect(
c("access_token", "expiration", "json_credentials"),
names(options)
)
if (length(invalid_args)) {
stop(
"Cannot specify ",
oxford_paste(invalid_args),
" when anonymous = TRUE",
call. = FALSE
)
}
} else {
token_args <- intersect(c("access_token", "expiration"), names(options))
if (!is.null(options[["json_credentials"]]) && length(token_args) > 0) {
stop("Cannot provide access_token with json_credentials", call. = FALSE)
} else if (length(token_args) == 1) {
stop("token auth requires both 'access_token' and 'expiration'", call. = FALSE)
}
}
valid_opts <- c(
"access_token", "expiration", "json_credentials", "endpoint_override",
"scheme", "default_bucket_location", "default_metadata"
)
invalid_opts <- setdiff(names(options), valid_opts)
if (length(invalid_opts)) {
stop(
"Invalid options for GcsFileSystem: ",
oxford_paste(invalid_opts),
call. = FALSE
)
}
options$retry_limit_seconds <- retry_limit_seconds
fs___GcsFileSystem__Make(anonymous, options)
}
#' @usage NULL
#' @format NULL
#' @rdname FileSystem
#' @export
SubTreeFileSystem <- R6Class("SubTreeFileSystem",
inherit = FileSystem,
public = list(
print = function(...) {
cat(
"SubTreeFileSystem: ",
self$url_scheme, "://", self$base_path, "\n",
sep = ""
)
invisible(self)
}
),
active = list(
base_fs = function() {
fs___SubTreeFileSystem__base_fs(self)
},
base_path = function() fs___SubTreeFileSystem__base_path(self)
)
)
SubTreeFileSystem$create <- function(base_path, base_fs = NULL) {
fs_and_path <- get_path_and_filesystem(base_path, base_fs)
fs___SubTreeFileSystem__create(fs_and_path$path, fs_and_path$fs)
}
#' @export
`$.SubTreeFileSystem` <- function(x, name, ...) {
# This is to allow delegating methods/properties to the base_fs
assert_that(is.string(name))
if (name %in% ls(envir = x)) {
get(name, x)
} else if (name %in% ls(envir = x$base_fs)) {
get(name, x$base_fs)
} else {
NULL
}
}
#' Copy files between FileSystems
#'
#' @param from A string path to a local directory or file, a URI, or a
#' `SubTreeFileSystem`. Files will be copied recursively from this path.
#' @param to A string path to a local directory or file, a URI, or a
#' `SubTreeFileSystem`. Directories will be created as necessary
#' @param chunk_size The maximum size of block to read before flushing
#' to the destination file. A larger chunk_size will use more memory while
#' copying but may help accommodate high latency FileSystems.
#' @return Nothing: called for side effects in the file system
#' @export
#' @examplesIf FALSE
#' # Copy an S3 bucket's files to a local directory:
#' copy_files("s3://your-bucket-name", "local-directory")
#' # Using a FileSystem object
#' copy_files(s3_bucket("your-bucket-name"), "local-directory")
#' # Or go the other way, from local to S3
#' copy_files("local-directory", s3_bucket("your-bucket-name"))
copy_files <- function(from, to, chunk_size = 1024L * 1024L) {
from <- get_path_and_filesystem(from)
to <- get_path_and_filesystem(to)
invisible(fs___CopyFiles(
from$fs,
FileSelector$create(from$path, recursive = TRUE),
to$fs,
to$path,
chunk_size,
option_use_threads()
))
}
clean_path_abs <- function(path) {
# Make sure we have a valid, absolute, forward-slashed path for passing to Arrow
normalizePath(path, winslash = "/", mustWork = FALSE)
}
clean_path_rel <- function(path) {
# Make sure all path separators are "/", not "\" as on Windows
path_sep <- ifelse(tolower(Sys.info()[["sysname"]]) == "windows", "\\\\", "/")
gsub(path_sep, "/", path)
}