airflow.providers.sftp.hooks.sftp¶
This module contains SFTP hook.
Attributes¶
Classes¶
SFTP operation constants. |
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Interact with SFTP. |
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Interact with an SFTP server via asyncssh package. |
Functions¶
Run the wrapped hook method inside the hook's managed connection. |
Module Contents¶
- airflow.providers.sftp.hooks.sftp.handle_connection_management(func)[source]¶
Run the wrapped hook method inside the hook’s managed connection.
Both
SFTPHookandSFTPHookAsyncexposeget_managed_conn(), which opens the connection on first entry and reuses it for nested entries, so a decorated method calling other decorated methods shares one connection with them.
- class airflow.providers.sftp.hooks.sftp.SFTPHook(ssh_conn_id='sftp_default', host_proxy_cmd=None, use_managed_conn=True, *args, **kwargs)[source]¶
Bases:
airflow.providers.ssh.hooks.ssh.SSHHookInteract with SFTP.
This hook inherits the SSH hook. Please refer to SSH hook for the input arguments.
- Pitfalls::
In contrast with FTPHook describe_directory only returns size, type and modify. It doesn’t return unix.owner, unix.mode, perm, unix.group and unique.
If no mode is passed to create_directory it will be created with 777 permissions.
Errors that may occur throughout but should be handled downstream.
For consistency reasons with SSHHook, the preferred parameter is “ssh_conn_id”.
- Parameters:
ssh_conn_id (str | None) – The sftp connection id
- describe_directory(path)[source]¶
Get file information in a directory on the remote system.
The return format is
{filename: {attributes}}. The remote system support the MLSD command.- Parameters:
path (str) – full path to the remote directory
- list_directory(path, recursive=False)[source]¶
List files in a directory on the remote system.
Lists one-level entry names under the given directory path.
If
recursive=True, returns files recursively as paths relative topath.
- list_directory_with_attr(path)[source]¶
List files in a directory on the remote system including their SFTPAttributes.
- Parameters:
path (str) – full path to the remote directory to list
- mkdir(path, mode=511)[source]¶
Create a directory on the remote system.
The default mode is
0o777, but on some systems, the current umask value may be first masked out.
- isdir(path)[source]¶
Check if the path provided is a directory.
- Parameters:
path (str) – full path to the remote directory to check
- isfile(path)[source]¶
Check if the path provided is a file.
- Parameters:
path (str) – full path to the remote file to check
- create_directory(path, mode=511)[source]¶
Create a directory on the remote system.
The default mode is
0o777, but on some systems, the current umask value may be first masked out. Different frommkdir(), this function attempts to create parent directories if needed, and returns silently if the target directory already exists.
- delete_directory(path, include_files=False)[source]¶
Delete a directory on the remote system.
- Parameters:
path (str) – full path to the remote directory to delete
- retrieve_file(remote_full_path, local_full_path, prefetch=True)[source]¶
Transfer the remote file to a local location.
If local_full_path is a string path, the file will be put at that location.
- store_file(remote_full_path, local_full_path, confirm=True)[source]¶
Transfer a local file to the remote location.
If local_full_path_or_buffer is a string path, the file will be read from that location.
- delete_file(path)[source]¶
Remove a file on the server.
- Parameters:
path (str) – full path to the remote file
- retrieve_directory(remote_full_path, local_full_path, prefetch=True)[source]¶
Transfer the remote directory to a local location.
If local_full_path is a string path, the directory will be put at that location.
- retrieve_directory_concurrently(remote_full_path, local_full_path, workers=os.cpu_count() or 2, prefetch=True)[source]¶
Transfer the remote directory to a local location concurrently.
If local_full_path is a string path, the directory will be put at that location.
- Parameters:
remote_full_path (str) – full path to the remote directory
local_full_path (str) – full path to the local directory
prefetch (bool) – controls whether prefetch is performed (default: True)
workers (int) – number of workers to use for concurrent transfer (default: number of CPUs or 2 if undetermined)
- store_directory(remote_full_path, local_full_path, confirm=True)[source]¶
Transfer a local directory to the remote location.
If local_full_path is a string path, the directory will be read from that location.
- store_directory_concurrently(remote_full_path, local_full_path, confirm=True, workers=os.cpu_count() or 2)[source]¶
Transfer a local directory to the remote location concurrently.
If local_full_path is a string path, the directory will be read from that location.
- Parameters:
remote_full_path (str) – full path to the remote directory
local_full_path (str) – full path to the local directory
confirm (bool) – whether to confirm the file size after transfer (default: True)
workers (int) – number of workers to use for concurrent transfer (default: number of CPUs or 2 if undetermined)
- get_mod_time(path)[source]¶
Get an entry’s modification time.
- Parameters:
path (str) – full path to the remote file
- path_exists(path)[source]¶
Whether a remote entity exists.
- Parameters:
path (str) – full path to the remote file or directory
- walktree(path, fcallback, dcallback, ucallback, recurse=True)[source]¶
Recursively descend, depth first, the directory tree at
path.This calls discrete callback functions for each regular file, directory, and unknown file type.
- Parameters:
path (str) – root of remote directory to descend, use ‘.’ to start at
pwdfcallback (callable) – callback function to invoke for a regular file. (form:
func(str))dcallback (callable) – callback function to invoke for a directory. (form:
func(str))ucallback (callable) – callback function to invoke for an unknown file type. (form:
func(str))recurse (bool) – Default: True - should it recurse
- get_tree_map(path, prefix=None, delimiter=None)[source]¶
Get tuple with recursive lists of files, directories and unknown paths.
It is possible to filter results by giving prefix and/or delimiter parameters.
- Parameters:
- Returns:
tuple with list of files, dirs and unknown items
- Return type:
- get_file_by_pattern(path, fnmatch_pattern)[source]¶
Get the first matching file based on the given fnmatch type pattern.
- Parameters:
path – path to be checked
fnmatch_pattern – The pattern that will be matched with fnmatch
- Returns:
string containing the first found file, or an empty string if none matched
- Return type:
- get_files_by_pattern(path, fnmatch_pattern)[source]¶
Get all matching files based on the given fnmatch type pattern.
- transfer(operation, local_filepath, remote_filepath, confirm=True, create_intermediate_dirs=False, concurrency=1, prefetch=True)[source]¶
Perform a synchronous SFTP transfer operation (GET, PUT, or DELETE).
Centralizes transfer logic so both the operator and the trigger can delegate to the hook, in line with the DRY principle.
- Parameters:
operation (str) – The SFTP operation - put, get, or delete.
local_filepath (str | list[str] | None) – Local file path(s).
confirm (bool) – Whether to confirm file size after PUT (default: True).
create_intermediate_dirs (bool) – Create missing intermediate directories (default: False).
concurrency (int) – Number of threads for directory transfers (default: 1).
prefetch (bool) – Whether to prefetch during GET (default: True).
- class airflow.providers.sftp.hooks.sftp.SFTPHookAsync(sftp_conn_id=default_conn_name, host=None, port=None, username=None, password=None, known_hosts=default_known_hosts, key_file='', passphrase='', private_key='')[source]¶
Bases:
airflow.providers.common.compat.sdk.BaseHookInteract with an SFTP server via asyncssh package.
- Parameters:
sftp_conn_id (str) – SFTP connection ID to be used for connecting to SFTP server
host (str | None) – hostname of the SFTP server
port (int | None) – port of the SFTP server
username (str | None) – username used when authenticating to the SFTP server
password (str | None) – password used when authenticating to the SFTP server. Can be left blank if using a key file
known_hosts (str) – path to the known_hosts file on the local file system. Defaults to
~/.ssh/known_hosts.key_file (str) – path to the client key file used for authentication to SFTP server
passphrase (str) – passphrase used with the key_file for authentication to SFTP server
- async get_managed_conn()[source]¶
Context manager sharing one SSH connection and SFTP client across nested uses.
The connection is opened on the first entry, reused by any entry made while it is still open, and closed when the last user exits, mirroring
SFTPHook.get_managed_conn(). Hook methods are wrapped in it, so wrapping several calls in this context manager makes them run over a single connection.
- async retrieve_file(remote_full_path, local_full_path, chunk_size=CHUNK_SIZE, prefetch=True)[source]¶
Transfer the remote file to a local location asynchronously.
If local_full_path is a string or PathLike path, the file will be put at that location. If it is a BytesIO or other binary file-like object, the file will be streamed into it.
- Parameters:
remote_full_path (str) – Full path to the remote file.
local_full_path (str | os.PathLike[str] | IO[bytes]) – Full path to the local file or a binary file-like buffer.
chunk_size (int) – Size of chunks to read at a time (default: 64KB).
prefetch (bool) – Whether to allow read-ahead requests to be sent concurrently (default: True). When
False, only one request is kept in flight at a time, mirroringSFTPHook.retrieve_file()’sprefetchsemantics.
- async store_file(remote_full_path, local_full_path, confirm=True)[source]¶
Transfer a local file to the remote location.
If
local_full_pathis a path, the file will be read from that location. If it is a binary file-like object, the content will be uploaded from the stream. Rawbytesvalues are not accepted directly; wrap bytes inBytesIO.Parent directories for
remote_full_pathare created when missing.- Parameters:
remote_full_path (str) – full path to the remote file
local_full_path (str | os.PathLike[str] | IO[bytes]) – full path to the local file or a binary file-like buffer
confirm (bool) – whether to verify the remote file size matches the local size after upload (default: True), mirroring
SFTPHook.store_file()’sconfirmsemantics.
- async mkdir(path)[source]¶
Create a directory on the remote system asynchronously.
The default permissions are determined by the server. Parent directories are created as needed.
- Parameters:
path (str) – Full path to the remote directory to create.
- async list_directory(path='', recursive=False)[source]¶
List files in a directory on the remote system asynchronously.
Lists one-level entry names under the given directory path.
If
recursive=True, returns files recursively as paths relative topath.
- async walktree(path, fcallback, dcallback, ucallback, recurse=True)[source]¶
Recursively descend, depth first, the directory tree at
path.This mirrors
SFTPHook.walktree()contract and calls callback functions for regular files, directories, and unknown file types.
- async read_directory(path='')[source]¶
Return a list of files along with their attributes on the SFTP server at the provided path.
- async get_files_and_attrs_by_pattern(path='', fnmatch_pattern='')[source]¶
Get the files along with their attributes matching the pattern (e.g.
*.pdf) at the provided path.if one exists. Otherwise, raises an AirflowException to be handled upstream for deferring
- async get_mod_time(path)[source]¶
Make SFTP async connection.
- Looks for last modified time in the specific file path and returns last modification time for
the file path.
- Parameters:
path (str) – full path to the remote file
- async sense_files_by_pattern(path, fnmatch_pattern, newer_than=None)[source]¶
Return the names of files at
pathmatchingfnmatch_pattern.If
newer_thanis provided, only files modified after that timestamp are returned; files without a reported modification time are skipped in that case.- Parameters:
path (str) – directory on the SFTP server to search for files matching the pattern
fnmatch_pattern (str) – pattern used to match filenames, see the
fnmatchstd library modulenewer_than (datetime.datetime | None) – if provided, only files modified after this UTC timestamp are returned
- async sense_path(path, newer_than=None)[source]¶
Return whether
pathexists and, ifnewer_thanis provided, was modified since.- Parameters:
path (str) – full path to the remote file
newer_than (datetime.datetime | None) – if provided, the file must have been modified after this UTC timestamp
- async isdir(path)[source]¶
Check if the path provided is a directory.
- Parameters:
path (str) – full path to the remote directory to check
- async path_exists(path)[source]¶
Whether a remote entity exists.
- Parameters:
path (str) – full path to the remote file or directory
- async create_directory(path)[source]¶
Create a directory (and any missing parents) on the remote system asynchronously.
Returns silently if the target directory already exists, mirroring
SFTPHook.create_directory().- Parameters:
path (str) – full path to the remote directory to create
- async delete_file(path)[source]¶
Remove a file on the server asynchronously.
- Parameters:
path (str) – full path to the remote file
- async delete_directory(path, include_files=False)[source]¶
Delete a directory on the remote system asynchronously.
- async get_tree_map(path, prefix=None, delimiter=None)[source]¶
Get tuple with recursive lists of files, directories and unknown paths asynchronously.
It is possible to filter results by giving prefix and/or delimiter parameters.
- Parameters:
- Returns:
tuple with list of files, dirs and unknown items
- Return type:
- async retrieve_directory(remote_full_path, local_full_path, prefetch=True)[source]¶
Transfer the remote directory to a local location asynchronously.
The whole tree is walked and downloaded over a single connection.
- async store_directory(remote_full_path, local_full_path, confirm=True)[source]¶
Transfer a local directory to the remote location asynchronously.
The whole tree is created and uploaded over a single connection.
- async transfer(operation, local_filepath, remote_filepath, confirm=True, create_intermediate_dirs=False, concurrency=1, prefetch=True)[source]¶
Perform an SFTP transfer operation (GET, PUT, or DELETE) using native async I/O.
Mirrors
SFTPHook.transfer(), including directory transfers, missing-file deletes, and theconfirm/prefetchoptions, sodeferrable=Truebehaves the same as the synchronous path. The whole call runs over a single connection andconcurrencybounds how many top-level paths are in flight on it at once; files inside a directory are transferred sequentially. The synchronous path differs there: it opens one connection per worker and transfers directory contents concurrently.