Filesystems¶
Interface¶
-
enum
arrow::fs
::
FileType
¶ FileSystem entry type.
Values:
-
enumerator
NotFound
¶ Entry is not found.
-
enumerator
Unknown
¶ Entry exists but its type is unknown.
This can designate a special file such as a Unix socket or character device, or Windows NUL / CON / …
-
enumerator
File
¶ Entry is a regular file.
-
enumerator
Directory
¶ Entry is a directory.
-
enumerator
-
struct
arrow::fs
::
FileInfo
: public arrow::util::EqualityComparable<FileInfo>¶ FileSystem entry info.
Public Functions
-
const std::string &
path
() const¶ The full file path in the filesystem.
-
std::string
base_name
() const¶ The file base name (component after the last directory separator)
-
int64_t
size
() const¶ The size in bytes, if available.
Only regular files are guaranteed to have a size.
-
std::string
extension
() const¶ The file extension (excluding the dot)
-
TimePoint
mtime
() const¶ The time of last modification, if available.
-
struct
ByPath
¶ Function object implementing less-than comparison and hashing by path, to support sorting infos, using them as keys, and other interactions with the STL.
-
const std::string &
-
struct
arrow::fs
::
FileSelector
¶ File selector for filesystem APIs.
Public Members
-
std::string
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.
-
bool
allow_not_found
¶ The behavior if
base_dir
isn’t found in the filesystem.If false, an error is returned. If true, an empty selection is returned.
-
bool
recursive
¶ Whether to recurse into subdirectories.
-
int32_t
max_recursion
¶ The maximum number of subdirectories to recurse into.
-
std::string
-
class
arrow::fs
::
FileSystem
: public std::enable_shared_from_this<FileSystem>¶ Abstract file system API.
Subclassed by arrow::fs::HadoopFileSystem, arrow::fs::internal::MockFileSystem, arrow::fs::LocalFileSystem, arrow::fs::S3FileSystem, arrow::fs::SlowFileSystem, arrow::fs::SubTreeFileSystem, arrow::py::fs::PyFileSystem
Public Functions
-
Result<std::string>
NormalizePath
(std::string path)¶ Normalize path for the given filesystem.
The default implementation of this method is a no-op, but subclasses may allow normalizing irregular path forms (such as Windows local paths).
-
Result<FileInfo>
GetFileInfo
(const std::string &path) = 0¶ Get info for the given target.
Any symlink is automatically dereferenced, recursively. A nonexistent or unreachable file returns an Ok status and has a FileType of value NotFound. An error status indicates a truly exceptional condition (low-level I/O error, etc.).
-
Result<std::vector<FileInfo>>
GetFileInfo
(const std::vector<std::string> &paths)¶ Same, for many targets at once.
-
Result<std::vector<FileInfo>>
GetFileInfo
(const FileSelector &select) = 0¶ Same, according to a selector.
The selector’s base directory will not be part of the results, even if it exists. If it doesn’t exist, see
FileSelector::allow_not_found
.
-
Status
CreateDir
(const std::string &path, bool recursive = true) = 0¶ Create a directory and subdirectories.
This function succeeds if the directory already exists.
-
Status
DeleteDirContents
(const std::string &path) = 0¶ Delete a directory’s contents, recursively.
Like DeleteDir, but doesn’t delete the directory itself. Passing an empty path (“” or “/”) is disallowed, see DeleteRootDirContents.
-
Status
DeleteRootDirContents
() = 0¶ EXPERIMENTAL: Delete the root directory’s contents, recursively.
Implementations may decide to raise an error if this operation is too dangerous.
-
Status
DeleteFiles
(const std::vector<std::string> &paths)¶ Delete many files.
The default implementation issues individual delete operations in sequence.
-
Status
Move
(const std::string &src, const std::string &dest) = 0¶ 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).
-
Status
CopyFile
(const std::string &src, const std::string &dest) = 0¶ Copy a file.
If the destination exists and is a directory, an error is returned. Otherwise, it is replaced.
-
Result<std::shared_ptr<io::InputStream>>
OpenInputStream
(const std::string &path) = 0¶ Open an input stream for sequential reading.
-
Result<std::shared_ptr<io::InputStream>>
OpenInputStream
(const FileInfo &info)¶ Open an input stream for sequential reading.
This override assumes the given FileInfo validly represents the file’s characteristics, and may optimize access depending on them (for example avoid querying the file size or its existence).
-
Result<std::shared_ptr<io::RandomAccessFile>>
OpenInputFile
(const std::string &path) = 0¶ Open an input file for random access reading.
-
Result<std::shared_ptr<io::RandomAccessFile>>
OpenInputFile
(const FileInfo &info)¶ Open an input file for random access reading.
This override assumes the given FileInfo validly represents the file’s characteristics, and may optimize access depending on them (for example avoid querying the file size or its existence).
-
Result<std::shared_ptr<io::OutputStream>>
OpenOutputStream
(const std::string &path) = 0¶ Open an output stream for sequential writing.
If the target already exists, existing data is truncated.
-
Result<std::shared_ptr<io::OutputStream>>
OpenAppendStream
(const std::string &path) = 0¶ Open an output stream for appending.
If the target doesn’t exist, a new empty file is created.
-
Result<std::string>
High-level factory function¶
-
Result<std::shared_ptr<FileSystem>>
FileSystemFromUri
(const std::string &uri, std::string *out_path = NULLPTR)¶ Create a new FileSystem by URI.
Recognized schemes are “file”, “mock”, “hdfs” and “s3fs”.
- Return
out_fs FileSystem instance.
- Parameters
[in] uri
: a URI-based path, ex: file:///some/local/path[out] out_path
: (optional) Path inside the filesystem.
-
Result<std::shared_ptr<FileSystem>>
FileSystemFromUriOrPath
(const std::string &uri, std::string *out_path = NULLPTR)¶ Create a new FileSystem by URI.
Same as FileSystemFromUri, but in addition also recognize non-URIs and treat them as local filesystem paths. Only absolute local filesystem paths are allowed.
Concrete implementations¶
-
class
arrow::fs
::
SubTreeFileSystem
: public arrow::fs::FileSystem¶ A FileSystem implementation that delegates to another implementation after prepending a fixed base path.
This is useful to expose a logical view of a subtree of a filesystem, for example a directory in a LocalFileSystem. This works on abstract paths, i.e. paths using forward slashes and and a single root “/”. Windows paths are not guaranteed to work. This makes no security guarantee. For example, symlinks may allow to “escape” the subtree and access other parts of the underlying filesystem.
Public Functions
-
Result<std::string>
NormalizePath
(std::string path) override¶ Normalize path for the given filesystem.
The default implementation of this method is a no-op, but subclasses may allow normalizing irregular path forms (such as Windows local paths).
-
Result<FileInfo>
GetFileInfo
(const std::string &path) override¶ Get info for the given target.
Any symlink is automatically dereferenced, recursively. A nonexistent or unreachable file returns an Ok status and has a FileType of value NotFound. An error status indicates a truly exceptional condition (low-level I/O error, etc.).
-
Result<std::vector<FileInfo>>
GetFileInfo
(const FileSelector &select) override¶ Same, according to a selector.
The selector’s base directory will not be part of the results, even if it exists. If it doesn’t exist, see
FileSelector::allow_not_found
.
-
Status
CreateDir
(const std::string &path, bool recursive = true) override¶ Create a directory and subdirectories.
This function succeeds if the directory already exists.
-
Status
DeleteDir
(const std::string &path) override¶ Delete a directory and its contents, recursively.
-
Status
DeleteDirContents
(const std::string &path) override¶ Delete a directory’s contents, recursively.
Like DeleteDir, but doesn’t delete the directory itself. Passing an empty path (“” or “/”) is disallowed, see DeleteRootDirContents.
-
Status
DeleteRootDirContents
() override¶ EXPERIMENTAL: Delete the root directory’s contents, recursively.
Implementations may decide to raise an error if this operation is too dangerous.
-
Status
Move
(const std::string &src, const std::string &dest) override¶ 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).
-
Status
CopyFile
(const std::string &src, const std::string &dest) override¶ Copy a file.
If the destination exists and is a directory, an error is returned. Otherwise, it is replaced.
-
Result<std::shared_ptr<io::InputStream>>
OpenInputStream
(const std::string &path) override¶ Open an input stream for sequential reading.
-
Result<std::shared_ptr<io::InputStream>>
OpenInputStream
(const FileInfo &info) override¶ Open an input stream for sequential reading.
This override assumes the given FileInfo validly represents the file’s characteristics, and may optimize access depending on them (for example avoid querying the file size or its existence).
-
Result<std::shared_ptr<io::RandomAccessFile>>
OpenInputFile
(const std::string &path) override¶ Open an input file for random access reading.
-
Result<std::shared_ptr<io::RandomAccessFile>>
OpenInputFile
(const FileInfo &info) override¶ Open an input file for random access reading.
This override assumes the given FileInfo validly represents the file’s characteristics, and may optimize access depending on them (for example avoid querying the file size or its existence).
-
Result<std::shared_ptr<io::OutputStream>>
OpenOutputStream
(const std::string &path) override¶ Open an output stream for sequential writing.
If the target already exists, existing data is truncated.
-
Result<std::shared_ptr<io::OutputStream>>
OpenAppendStream
(const std::string &path) override¶ Open an output stream for appending.
If the target doesn’t exist, a new empty file is created.
-
Result<std::string>
-
struct
arrow::fs
::
LocalFileSystemOptions
¶ Options for the LocalFileSystem implementation.
Public Members
-
bool
use_mmap
= false¶ Whether OpenInputStream and OpenInputFile return a mmap’ed file, or a regular one.
Public Static Functions
-
LocalFileSystemOptions
Defaults
()¶ Initialize with defaults.
-
bool
-
class
arrow::fs
::
LocalFileSystem
: public arrow::fs::FileSystem¶ A FileSystem implementation accessing files on the local machine.
This class handles only
/
-separated paths. If desired, conversion from Windows backslash-separated paths should be done by the caller. Details such as symlinks are abstracted away (symlinks are always followed, except when deleting an entry).Public Functions
-
Result<std::string>
NormalizePath
(std::string path) override¶ Normalize path for the given filesystem.
The default implementation of this method is a no-op, but subclasses may allow normalizing irregular path forms (such as Windows local paths).
-
Result<FileInfo>
GetFileInfo
(const std::string &path) override¶ Get info for the given target.
Any symlink is automatically dereferenced, recursively. A nonexistent or unreachable file returns an Ok status and has a FileType of value NotFound. An error status indicates a truly exceptional condition (low-level I/O error, etc.).
-
Result<std::vector<FileInfo>>
GetFileInfo
(const FileSelector &select) override¶ Same, according to a selector.
The selector’s base directory will not be part of the results, even if it exists. If it doesn’t exist, see
FileSelector::allow_not_found
.
-
Status
CreateDir
(const std::string &path, bool recursive = true) override¶ Create a directory and subdirectories.
This function succeeds if the directory already exists.
-
Status
DeleteDir
(const std::string &path) override¶ Delete a directory and its contents, recursively.
-
Status
DeleteDirContents
(const std::string &path) override¶ Delete a directory’s contents, recursively.
Like DeleteDir, but doesn’t delete the directory itself. Passing an empty path (“” or “/”) is disallowed, see DeleteRootDirContents.
-
Status
DeleteRootDirContents
() override¶ EXPERIMENTAL: Delete the root directory’s contents, recursively.
Implementations may decide to raise an error if this operation is too dangerous.
-
Status
Move
(const std::string &src, const std::string &dest) override¶ 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).
-
Status
CopyFile
(const std::string &src, const std::string &dest) override¶ Copy a file.
If the destination exists and is a directory, an error is returned. Otherwise, it is replaced.
-
Result<std::shared_ptr<io::InputStream>>
OpenInputStream
(const std::string &path) override¶ Open an input stream for sequential reading.
-
Result<std::shared_ptr<io::RandomAccessFile>>
OpenInputFile
(const std::string &path) override¶ Open an input file for random access reading.
-
Result<std::shared_ptr<io::OutputStream>>
OpenOutputStream
(const std::string &path) override¶ Open an output stream for sequential writing.
If the target already exists, existing data is truncated.
-
Result<std::shared_ptr<io::OutputStream>>
OpenAppendStream
(const std::string &path) override¶ Open an output stream for appending.
If the target doesn’t exist, a new empty file is created.
-
Result<std::string>
-
struct
arrow::fs
::
S3Options
¶ Options for the S3FileSystem implementation.
Public Functions
-
void
ConfigureDefaultCredentials
()¶ Configure with the default AWS credentials provider chain.
-
void
ConfigureAnonymousCredentials
()¶ Configure with anonymous credentials. This will only let you access public buckets.
-
void
ConfigureAccessKey
(const std::string &access_key, const std::string &secret_key, const std::string &session_token = "")¶ Configure with explicit access and secret key.
Configure with credentials from an assumed role.
Public Members
-
std::string
region
¶ AWS region to connect to.
If unset, the AWS SDK will choose a default value. The exact algorithm depends on the SDK version. Before 1.8, the default is hardcoded to “us-east-1”. Since 1.8, several heuristics are used to determine the region (environment variables, configuration profile, EC2 metadata server).
-
std::string
endpoint_override
¶ If non-empty, override region with a connect string such as “localhost:9000”.
-
std::string
scheme
= "https"¶ S3 connection transport, default “https”.
-
std::string
role_arn
¶ ARN of role to assume.
-
std::string
session_name
¶ Optional identifier for an assumed role session.
-
std::string
external_id
¶ Optional external idenitifer to pass to STS when assuming a role.
-
int
load_frequency
¶ Frequency (in seconds) to refresh temporary credentials from assumed role.
-
std::shared_ptr<Aws::Auth::AWSCredentialsProvider>
credentials_provider
¶ AWS credentials provider.
-
bool
background_writes
= true¶ Whether OutputStream writes will be issued in the background, without blocking.
Public Static Functions
-
S3Options
Defaults
()¶ Initialize with default credentials provider chain.
This is recommended if you use the standard AWS environment variables and/or configuration file.
-
S3Options
Anonymous
()¶ Initialize with anonymous credentials.
This will only let you access public buckets.
-
S3Options
FromAccessKey
(const std::string &access_key, const std::string &secret_key, const std::string &session_token = "")¶ Initialize with explicit access and secret key.
Optionally, a session token may also be provided for temporary credentials (from STS).
Initialize from an assumed role.
-
void
-
class
arrow::fs
::
S3FileSystem
: public arrow::fs::FileSystem¶ S3-backed FileSystem implementation.
Some implementation notes:
buckets are special and the operations available on them may be limited or more expensive than desired.
Public Functions
-
std::string
region
() const¶ Return the actual region this filesystem connects to.
-
Result<FileInfo>
GetFileInfo
(const std::string &path) override¶ Get info for the given target.
Any symlink is automatically dereferenced, recursively. A nonexistent or unreachable file returns an Ok status and has a FileType of value NotFound. An error status indicates a truly exceptional condition (low-level I/O error, etc.).
-
Result<std::vector<FileInfo>>
GetFileInfo
(const FileSelector &select) override¶ Same, according to a selector.
The selector’s base directory will not be part of the results, even if it exists. If it doesn’t exist, see
FileSelector::allow_not_found
.
-
Status
CreateDir
(const std::string &path, bool recursive = true) override¶ Create a directory and subdirectories.
This function succeeds if the directory already exists.
-
Status
DeleteDir
(const std::string &path) override¶ Delete a directory and its contents, recursively.
-
Status
DeleteDirContents
(const std::string &path) override¶ Delete a directory’s contents, recursively.
Like DeleteDir, but doesn’t delete the directory itself. Passing an empty path (“” or “/”) is disallowed, see DeleteRootDirContents.
-
Status
DeleteRootDirContents
() override¶ EXPERIMENTAL: Delete the root directory’s contents, recursively.
Implementations may decide to raise an error if this operation is too dangerous.
-
Status
Move
(const std::string &src, const std::string &dest) override¶ 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).
-
Status
CopyFile
(const std::string &src, const std::string &dest) override¶ Copy a file.
If the destination exists and is a directory, an error is returned. Otherwise, it is replaced.
-
Result<std::shared_ptr<io::InputStream>>
OpenInputStream
(const std::string &path) override¶ Create a sequential input stream for reading from a S3 object.
NOTE: Reads from the stream will be synchronous and unbuffered. You way want to wrap the stream in a BufferedInputStream or use a custom readahead strategy to avoid idle waits.
-
Result<std::shared_ptr<io::InputStream>>
OpenInputStream
(const FileInfo &info) override¶ Create a sequential input stream for reading from a S3 object.
This override avoids a HEAD request by assuming the FileInfo contains correct information.
-
Result<std::shared_ptr<io::RandomAccessFile>>
OpenInputFile
(const std::string &path) override¶ Create a random access file for reading from a S3 object.
See OpenInputStream for performance notes.
-
Result<std::shared_ptr<io::RandomAccessFile>>
OpenInputFile
(const FileInfo &info) override¶ Create a random access file for reading from a S3 object.
This override avoids a HEAD request by assuming the FileInfo contains correct information.
-
Result<std::shared_ptr<io::OutputStream>>
OpenOutputStream
(const std::string &path) override¶ Create a sequential output stream for writing to a S3 object.
NOTE: Writes to the stream will be buffered. Depending on S3Options.background_writes, they can be synchronous or not. It is recommended to enable background_writes unless you prefer implementing your own background execution strategy.
-
Result<std::shared_ptr<io::OutputStream>>
OpenAppendStream
(const std::string &path) override¶ Open an output stream for appending.
If the target doesn’t exist, a new empty file is created.
Public Static Functions
-
Result<std::shared_ptr<S3FileSystem>>
Make
(const S3Options &options)¶ Create a S3FileSystem instance from the given options.
-
struct
arrow::fs
::
HdfsOptions
¶ Options for the HDFS implementation.
-
class
arrow::fs
::
HadoopFileSystem
: public arrow::fs::FileSystem¶ HDFS-backed FileSystem implementation.
implementation notes:
This is a wrapper of arrow/io/hdfs, so we can use FileSystem API to handle hdfs.
Public Functions
-
Result<FileInfo>
GetFileInfo
(const std::string &path) override¶ Get info for the given target.
Any symlink is automatically dereferenced, recursively. A nonexistent or unreachable file returns an Ok status and has a FileType of value NotFound. An error status indicates a truly exceptional condition (low-level I/O error, etc.).
-
Result<std::vector<FileInfo>>
GetFileInfo
(const FileSelector &select) override¶ Same, according to a selector.
The selector’s base directory will not be part of the results, even if it exists. If it doesn’t exist, see
FileSelector::allow_not_found
.
-
Status
CreateDir
(const std::string &path, bool recursive = true) override¶ Create a directory and subdirectories.
This function succeeds if the directory already exists.
-
Status
DeleteDir
(const std::string &path) override¶ Delete a directory and its contents, recursively.
-
Status
DeleteDirContents
(const std::string &path) override¶ Delete a directory’s contents, recursively.
Like DeleteDir, but doesn’t delete the directory itself. Passing an empty path (“” or “/”) is disallowed, see DeleteRootDirContents.
-
Status
DeleteRootDirContents
() override¶ EXPERIMENTAL: Delete the root directory’s contents, recursively.
Implementations may decide to raise an error if this operation is too dangerous.
-
Status
Move
(const std::string &src, const std::string &dest) override¶ 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).
-
Status
CopyFile
(const std::string &src, const std::string &dest) override¶ Copy a file.
If the destination exists and is a directory, an error is returned. Otherwise, it is replaced.
-
Result<std::shared_ptr<io::InputStream>>
OpenInputStream
(const std::string &path) override¶ Open an input stream for sequential reading.
-
Result<std::shared_ptr<io::RandomAccessFile>>
OpenInputFile
(const std::string &path) override¶ Open an input file for random access reading.
-
Result<std::shared_ptr<io::OutputStream>>
OpenOutputStream
(const std::string &path) override¶ Open an output stream for sequential writing.
If the target already exists, existing data is truncated.
-
Result<std::shared_ptr<io::OutputStream>>
OpenAppendStream
(const std::string &path) override¶ Open an output stream for appending.
If the target doesn’t exist, a new empty file is created.
Public Static Functions
-
Result<std::shared_ptr<HadoopFileSystem>>
Make
(const HdfsOptions &options)¶ Create a HdfsFileSystem instance from the given options.