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import os
from typing import Dict, Optional, Sequence
from airflow.compat.functools import cached_property
from airflow.exceptions import AirflowException, AirflowSkipException
from airflow.hooks.subprocess import SubprocessHook
from airflow.models.baseoperator import BaseOperator
from airflow.utils.context import Context
from airflow.utils.operator_helpers import context_to_airflow_vars
[docs]class BashOperator(BaseOperator):
r"""
Execute a Bash script, command or set of commands.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:BashOperator`
If BaseOperator.do_xcom_push is True, the last line written to stdout
will also be pushed to an XCom when the bash command completes
:param bash_command: The command, set of commands or reference to a
bash script (must be '.sh') to be executed. (templated)
:param env: If env is not None, it must be a dict that defines the
environment variables for the new process; these are used instead
of inheriting the current process environment, which is the default
behavior. (templated)
:param append_env: If False(default) uses the environment variables passed in env params
and does not inherit the current process environment. If True, inherits the environment variables
from current passes and then environment variable passed by the user will either update the existing
inherited environment variables or the new variables gets appended to it
:param output_encoding: Output encoding of bash command
:param skip_exit_code: If task exits with this exit code, leave the task
in ``skipped`` state (default: 99). If set to ``None``, any non-zero
exit code will be treated as a failure.
:param cwd: Working directory to execute the command in.
If None (default), the command is run in a temporary directory.
Airflow will evaluate the exit code of the bash command. In general, a non-zero exit code will result in
task failure and zero will result in task success. Exit code ``99`` (or another set in ``skip_exit_code``)
will throw an :class:`airflow.exceptions.AirflowSkipException`, which will leave the task in ``skipped``
state. You can have all non-zero exit codes be treated as a failure by setting ``skip_exit_code=None``.
.. list-table::
:widths: 25 25
:header-rows: 1
* - Exit code
- Behavior
* - 0
- success
* - `skip_exit_code` (default: 99)
- raise :class:`airflow.exceptions.AirflowSkipException`
* - otherwise
- raise :class:`airflow.exceptions.AirflowException`
.. note::
Airflow will not recognize a non-zero exit code unless the whole shell exit with a non-zero exit
code. This can be an issue if the non-zero exit arises from a sub-command. The easiest way of
addressing this is to prefix the command with ``set -e;``
Example:
.. code-block:: python
bash_command = "set -e; python3 script.py '{{ next_execution_date }}'"
.. note::
Add a space after the script name when directly calling a ``.sh`` script with the
``bash_command`` argument -- for example ``bash_command="my_script.sh "``. This
is because Airflow tries to apply load this file and process it as a Jinja template to
it ends with ``.sh``, which will likely not be what most users want.
.. warning::
Care should be taken with "user" input or when using Jinja templates in the
``bash_command``, as this bash operator does not perform any escaping or
sanitization of the command.
This applies mostly to using "dag_run" conf, as that can be submitted via
users in the Web UI. Most of the default template variables are not at
risk.
For example, do **not** do this:
.. code-block:: python
bash_task = BashOperator(
task_id="bash_task",
bash_command='echo "Here is the message: \'{{ dag_run.conf["message"] if dag_run else "" }}\'"',
)
Instead, you should pass this via the ``env`` kwarg and use double-quotes
inside the bash_command, as below:
.. code-block:: python
bash_task = BashOperator(
task_id="bash_task",
bash_command="echo \"here is the message: '$message'\"",
env={"message": '{{ dag_run.conf["message"] if dag_run else "" }}'},
)
"""
[docs] template_fields: Sequence[str] = ('bash_command', 'env')
[docs] template_fields_renderers = {'bash_command': 'bash', 'env': 'json'}
[docs] template_ext: Sequence[str] = (
'.sh',
'.bash',
)
def __init__(
self,
*,
bash_command: str,
env: Optional[Dict[str, str]] = None,
append_env: bool = False,
output_encoding: str = 'utf-8',
skip_exit_code: int = 99,
cwd: Optional[str] = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.bash_command = bash_command
self.env = env
self.output_encoding = output_encoding
self.skip_exit_code = skip_exit_code
self.cwd = cwd
self.append_env = append_env
if kwargs.get('xcom_push') is not None:
raise AirflowException("'xcom_push' was deprecated, use 'BaseOperator.do_xcom_push' instead")
@cached_property
[docs] def subprocess_hook(self):
"""Returns hook for running the bash command"""
return SubprocessHook()
[docs] def get_env(self, context):
"""Builds the set of environment variables to be exposed for the bash command"""
system_env = os.environ.copy()
env = self.env
if env is None:
env = system_env
else:
if self.append_env:
system_env.update(env)
env = system_env
airflow_context_vars = context_to_airflow_vars(context, in_env_var_format=True)
self.log.debug(
'Exporting the following env vars:\n%s',
'\n'.join(f"{k}={v}" for k, v in airflow_context_vars.items()),
)
env.update(airflow_context_vars)
return env
[docs] def execute(self, context: Context):
if self.cwd is not None:
if not os.path.exists(self.cwd):
raise AirflowException(f"Can not find the cwd: {self.cwd}")
if not os.path.isdir(self.cwd):
raise AirflowException(f"The cwd {self.cwd} must be a directory")
env = self.get_env(context)
result = self.subprocess_hook.run_command(
command=['bash', '-c', self.bash_command],
env=env,
output_encoding=self.output_encoding,
cwd=self.cwd,
)
if self.skip_exit_code is not None and result.exit_code == self.skip_exit_code:
raise AirflowSkipException(f"Bash command returned exit code {self.skip_exit_code}. Skipping.")
elif result.exit_code != 0:
raise AirflowException(
f'Bash command failed. The command returned a non-zero exit code {result.exit_code}.'
)
return result.output
[docs] def on_kill(self) -> None:
self.subprocess_hook.send_sigterm()
