Created
January 18, 2020 09:26
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Workaround to download a large file with paramiko from a sftp server
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""" | |
The script contains example of the paramiko usage for large file downloading. | |
It implements :func:`download` with limited number of concurrent requests to server, whereas | |
paramiko implementation of the :meth:`paramiko.SFTPClient.getfo` send read requests without | |
limitations, that can cause problems if large file is being downloaded. | |
""" | |
import logging | |
import os | |
import typing | |
from os.path import join, dirname | |
from paramiko import SFTPClient, SFTPFile, Message, SFTPError, Transport | |
from paramiko.sftp import CMD_STATUS, CMD_READ, CMD_DATA | |
logger = logging.getLogger('demo') | |
class _SFTPFileDownloader: | |
""" | |
Helper class to download large file with paramiko sftp client with limited number of concurrent requests. | |
""" | |
_DOWNLOAD_MAX_REQUESTS = 48 | |
_DOWNLOAD_MAX_CHUNK_SIZE = 0x8000 | |
def __init__(self, f_in: SFTPFile, f_out: typing.BinaryIO, callback=None): | |
self.f_in = f_in | |
self.f_out = f_out | |
self.callback = callback | |
self.requested_chunks = {} | |
self.received_chunks = {} | |
self.saved_exception = None | |
def download(self): | |
file_size = self.f_in.stat().st_size | |
requested_size = 0 | |
received_size = 0 | |
while True: | |
# send read requests | |
while len(self.requested_chunks) + len(self.received_chunks) < self._DOWNLOAD_MAX_REQUESTS and \ | |
requested_size < file_size: | |
chunk_size = min(self._DOWNLOAD_MAX_CHUNK_SIZE, file_size - requested_size) | |
request_id = self._sftp_async_read_request( | |
fileobj=self, | |
file_handle=self.f_in.handle, | |
offset=requested_size, | |
size=chunk_size | |
) | |
self.requested_chunks[request_id] = (requested_size, chunk_size) | |
requested_size += chunk_size | |
# receive blocks if they are available | |
# note: the _async_response is invoked | |
self.f_in.sftp._read_response() | |
self._check_exception() | |
# write received data to output stream | |
while True: | |
chunk = self.received_chunks.pop(received_size, None) | |
if chunk is None: | |
break | |
_, chunk_size, chunk_data = chunk | |
self.f_out.write(chunk_data) | |
if self.callback is not None: | |
self.callback(chunk_data) | |
received_size += chunk_size | |
# check transfer status | |
if received_size >= file_size: | |
break | |
# check chunks queues | |
if not self.requested_chunks and len(self.received_chunks) >= self._DOWNLOAD_MAX_REQUESTS: | |
raise ValueError("SFTP communication error. The queue with requested file chunks is empty and" | |
"the received chunks queue is full and cannot be consumed.") | |
return received_size | |
def _sftp_async_read_request(self, fileobj, file_handle, offset, size): | |
sftp_client = self.f_in.sftp | |
with sftp_client._lock: | |
num = sftp_client.request_number | |
msg = Message() | |
msg.add_int(num) | |
msg.add_string(file_handle) | |
msg.add_int64(offset) | |
msg.add_int(size) | |
sftp_client._expecting[num] = fileobj | |
sftp_client.request_number += 1 | |
sftp_client._send_packet(CMD_READ, msg) | |
return num | |
def _async_response(self, t, msg, num): | |
if t == CMD_STATUS: | |
# save exception and re-raise it on next file operation | |
try: | |
self.f_in.sftp._convert_status(msg) | |
except Exception as e: | |
self.saved_exception = e | |
return | |
if t != CMD_DATA: | |
raise SFTPError("Expected data") | |
data = msg.get_string() | |
chunk_data = self.requested_chunks.pop(num, None) | |
if chunk_data is None: | |
return | |
# save chunk | |
offset, size = chunk_data | |
if size != len(data): | |
raise SFTPError(f"Invalid data block size. Expected {size} bytes, but it has {len(data)} size") | |
self.received_chunks[offset] = (offset, size, data) | |
def _check_exception(self): | |
"""if there's a saved exception, raise & clear it""" | |
if self.saved_exception is not None: | |
x = self.saved_exception | |
self.saved_exception = None | |
raise x | |
def download_file(sftp_client: SFTPClient, remote_path: str, local_path: str, callback=None): | |
""" | |
Helper function to download remote file via sftp. | |
It contains a fix for a bug that prevents a large file downloading with :meth:`paramiko.SFTPClient.get` | |
Note: this function relies on some private paramiko API and has been tested with paramiko 2.7.1. | |
So it may not work with other paramiko versions. | |
:param sftp_client: paramiko sftp client | |
:param remote_path: remote file path | |
:param local_path: local file path | |
:param callback: optional data callback | |
""" | |
remote_file_size = sftp_client.stat(remote_path).st_size | |
with sftp_client.open(remote_path, 'rb') as f_in, open(local_path, 'wb') as f_out: | |
_SFTPFileDownloader( | |
f_in=f_in, | |
f_out=f_out, | |
callback=callback | |
).download() | |
local_file_size = os.path.getsize(local_path) | |
if remote_file_size != local_file_size: | |
raise IOError(f"file size mismatch: {remote_file_size} != {local_file_size}") | |
def main(): | |
# public sftp server | |
host = 'demo.wftpserver.com' | |
port = 2222 | |
username = 'demo-user' | |
password = 'demo-user' | |
remote_file_path = '/download/manual_en.pdf' | |
local_file_path = join(dirname(__file__), 'manual_en.pdf') | |
transport = Transport((host, port)) | |
transport.set_keepalive(30) | |
transport.connect( | |
username=username, | |
password=password, | |
) | |
with SFTPClient.from_transport(transport) as sftp_client: | |
progress_size = 0 | |
total_size = 0 | |
step_size = 4 * 1024 * 1024 | |
def progress_callback(data): | |
nonlocal progress_size, total_size | |
progress_size += len(data) | |
total_size += len(data) | |
while progress_size >= step_size: | |
logger.info(f"{total_size // (1024 ** 2)} MB has been downloaded") | |
progress_size -= step_size | |
download_file( | |
sftp_client=sftp_client, | |
remote_path=remote_file_path, | |
local_path=local_file_path, | |
callback=progress_callback | |
) | |
if __name__ == '__main__': | |
logging.basicConfig(level=logging.INFO, format="%(asctime)s [%(levelname)s]: %(message)s") | |
main() |
I haven't specified licence initially, but if you need it, let's say it has "APACHE LICENSE, VERSION 2.0" licence. So you can use it in the closed source scripts.
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Hello, thanks for the code, I would like to know what the license of this code is.
Can I use this code in closed source scripts?