Source code for airflow.providers.sftp.triggers.sftp
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from __future__ import annotations
import asyncio
from datetime import datetime
from typing import Any, AsyncIterator
from dateutil.parser import parse as parse_date
from airflow.exceptions import AirflowException
from airflow.providers.sftp.hooks.sftp import SFTPHookAsync
from airflow.triggers.base import BaseTrigger, TriggerEvent
from airflow.utils.timezone import convert_to_utc
[docs]class SFTPTrigger(BaseTrigger):
"""
SFTPTrigger that fires in below listed scenarios.
1. The path on the SFTP server does not exist
2. The pattern do not match
:param path: The path on the SFTP server to search for a file matching the file pattern.
Authentication method used in the SFTP connection must have access to this path
:param file_pattern: Pattern to be used for matching against the list of files at the path above.
Uses the fnmatch module from std library to perform the matching.
:param sftp_conn_id: SFTP connection ID to be used for connecting to SFTP server
:param poke_interval: How often, in seconds, to check for the existence of the file on the SFTP server
"""
def __init__(
self,
path: str,
file_pattern: str = "",
sftp_conn_id: str = "sftp_default",
newer_than: datetime | str | None = None,
poke_interval: float = 5,
) -> None:
super().__init__()
self.path = path
self.file_pattern = file_pattern
self.sftp_conn_id = sftp_conn_id
self.newer_than = newer_than
self.poke_interval = poke_interval
[docs] def serialize(self) -> tuple[str, dict[str, Any]]:
"""Serialize SFTPTrigger arguments and classpath."""
return (
"airflow.providers.sftp.triggers.sftp.SFTPTrigger",
{
"path": self.path,
"file_pattern": self.file_pattern,
"sftp_conn_id": self.sftp_conn_id,
"newer_than": self.newer_than,
"poke_interval": self.poke_interval,
},
)
[docs] async def run(self) -> AsyncIterator[TriggerEvent]:
"""
Make a series of asynchronous calls to sftp servers via async sftp hook. It yields a Trigger.
- If file matching file pattern exists at the specified path return it,
- If file pattern was not provided, it looks directly into the specific path which was provided.
- If newer then datetime was provided it looks for the file path last modified time and
check whether the last modified time is greater, if true return file if false it polls again.
"""
hook = self._get_async_hook()
exc = None
if isinstance(self.newer_than, str):
self.newer_than = parse_date(self.newer_than)
_newer_than = convert_to_utc(self.newer_than) if self.newer_than else None
while True:
try:
if self.file_pattern:
files_returned_by_hook = await hook.get_files_and_attrs_by_pattern(
path=self.path, fnmatch_pattern=self.file_pattern
)
files_sensed = []
for file in files_returned_by_hook:
if _newer_than:
if file.attrs.mtime is None:
continue
mod_time = datetime.fromtimestamp(float(file.attrs.mtime)).strftime(
"%Y%m%d%H%M%S"
)
mod_time_utc = convert_to_utc(datetime.strptime(mod_time, "%Y%m%d%H%M%S"))
if _newer_than <= mod_time_utc:
files_sensed.append(file.filename)
else:
files_sensed.append(file.filename)
if files_sensed:
yield TriggerEvent(
{
"status": "success",
"message": f"Sensed {len(files_sensed)} files: {files_sensed}",
}
)
return
else:
mod_time = await hook.get_mod_time(self.path)
if _newer_than:
mod_time_utc = convert_to_utc(datetime.strptime(mod_time, "%Y%m%d%H%M%S"))
if _newer_than <= mod_time_utc:
yield TriggerEvent({"status": "success", "message": f"Sensed file: {self.path}"})
return
else:
yield TriggerEvent({"status": "success", "message": f"Sensed file: {self.path}"})
return
await asyncio.sleep(self.poke_interval)
except AirflowException:
await asyncio.sleep(self.poke_interval)
except FileNotFoundError:
await asyncio.sleep(self.poke_interval)
except Exception as e:
exc = e
# Break loop to avoid infinite retries on terminal failure
break
yield TriggerEvent({"status": "error", "message": str(exc)})
def _get_async_hook(self) -> SFTPHookAsync:
return SFTPHookAsync(sftp_conn_id=self.sftp_conn_id)