prefect_shell.commands

Tasks for interacting with shell commands

ShellOperation

Bases: JobBlock

A block representing a shell operation, containing multiple commands.

For long-lasting operations, use the trigger method and utilize the block as a context manager for automatic closure of processes when context is exited. If not, manually call the close method to close processes.

For short-lasting operations, use the run method. Context is automatically managed with this method.

Attributes:

Name	Type	Description
commands	List[str]	A list of commands to execute sequentially.
stream_output	bool	Whether to stream output.
env	Dict[str, str]	A dictionary of environment variables to set for the shell operation.
working_dir	Optional[DirectoryPath]	The working directory context the commands will be executed within.
shell	Optional[str]	The shell to use to execute the commands.
extension	Optional[str]	The extension to use for the temporary file. if unset defaults to .ps1 on Windows and .sh on other platforms.

Examples:

Load a configured block:

from prefect_shell import ShellOperation

shell_operation = ShellOperation.load("BLOCK_NAME")

Source code in prefect_shell/commands.py

class ShellOperation(JobBlock):
    """
    A block representing a shell operation, containing multiple commands.

    For long-lasting operations, use the trigger method and utilize the block as a
    context manager for automatic closure of processes when context is exited.
    If not, manually call the close method to close processes.

    For short-lasting operations, use the run method. Context is automatically managed
    with this method.

    Attributes:
        commands: A list of commands to execute sequentially.
        stream_output: Whether to stream output.
        env: A dictionary of environment variables to set for the shell operation.
        working_dir: The working directory context the commands
            will be executed within.
        shell: The shell to use to execute the commands.
        extension: The extension to use for the temporary file.
            if unset defaults to `.ps1` on Windows and `.sh` on other platforms.

    Examples:
        Load a configured block:
        ```python
        from prefect_shell import ShellOperation

        shell_operation = ShellOperation.load("BLOCK_NAME")
        ```
    """

    _block_type_name = "Shell Operation"
    _logo_url = "https://cdn.sanity.io/images/3ugk85nk/production/0b47a017e1b40381de770c17647c49cdf6388d1c-250x250.png"  # noqa: E501
    _documentation_url = "https://prefecthq.github.io/prefect-shell/commands/#prefect_shell.commands.ShellOperation"  # noqa: E501

    commands: List[str] = Field(
        default=..., description="A list of commands to execute sequentially."
    )
    stream_output: bool = Field(default=True, description="Whether to stream output.")
    env: Dict[str, str] = Field(
        default_factory=dict,
        title="Environment Variables",
        description="Environment variables to use for the subprocess.",
    )
    working_dir: Optional[DirectoryPath] = Field(
        default=None,
        title="Working Directory",
        description=(
            "The absolute path to the working directory "
            "the command will be executed within."
        ),
    )
    shell: Optional[str] = Field(
        default=None,
        description=(
            "The shell to run the command with; if unset, "
            "defaults to `powershell` on Windows and `bash` on other platforms."
        ),
    )
    extension: Optional[str] = Field(
        default=None,
        description=(
            "The extension to use for the temporary file; if unset, "
            "defaults to `.ps1` on Windows and `.sh` on other platforms."
        ),
    )

    _exit_stack: AsyncExitStack = PrivateAttr(
        default_factory=AsyncExitStack,
    )

    @contextmanager
    def _prep_trigger_command(self) -> Generator[str, None, None]:
        """
        Write the commands to a temporary file, handling all the details of
        creating the file and cleaning it up afterwards. Then, return the command
        to run the temporary file.
        """
        try:
            extension = self.extension or (".ps1" if sys.platform == "win32" else ".sh")
            temp_file = tempfile.NamedTemporaryFile(
                prefix="prefect-",
                suffix=extension,
                delete=False,
            )

            joined_commands = os.linesep.join(self.commands)
            self.logger.debug(
                f"Writing the following commands to "
                f"{temp_file.name!r}:{os.linesep}{joined_commands}"
            )
            temp_file.write(joined_commands.encode())

            if self.shell is None and sys.platform == "win32" or extension == ".ps1":
                shell = "powershell"
            elif self.shell is None:
                shell = "bash"
            else:
                shell = self.shell.lower()

            if shell == "powershell":
                # if powershell, set exit code to that of command
                temp_file.write("\r\nExit $LastExitCode".encode())
            temp_file.close()

            trigger_command = [shell, temp_file.name]
            yield trigger_command
        finally:
            if os.path.exists(temp_file.name):
                os.remove(temp_file.name)

    def _compile_kwargs(self, **open_kwargs: Dict[str, Any]) -> Dict[str, Any]:
        """
        Helper method to compile the kwargs for `open_process` so it's not repeated
        across the run and trigger methods.
        """
        trigger_command = self._exit_stack.enter_context(self._prep_trigger_command())
        input_env = os.environ.copy()
        input_env.update(self.env)
        input_open_kwargs = dict(
            command=trigger_command,
            stdout=subprocess.PIPE,
            stderr=subprocess.PIPE,
            env=input_env,
            cwd=self.working_dir,
            **open_kwargs,
        )
        return input_open_kwargs

    @sync_compatible
    async def trigger(self, **open_kwargs: Dict[str, Any]) -> ShellProcess:
        """
        Triggers a shell command and returns the shell command run object
        to track the execution of the run. This method is ideal for long-lasting
        shell commands; for short-lasting shell commands, it is recommended
        to use the `run` method instead.

        Args:
            **open_kwargs: Additional keyword arguments to pass to `open_process`.

        Returns:
            A `ShellProcess` object.

        Examples:
            Sleep for 5 seconds and then print "Hello, world!":
            ```python
            from prefect_shell import ShellOperation

            with ShellOperation(
                commands=["sleep 5", "echo 'Hello, world!'"],
            ) as shell_operation:
                shell_process = shell_operation.trigger()
                shell_process.wait_for_completion()
                shell_output = shell_process.fetch_result()
            ```
        """
        input_open_kwargs = self._compile_kwargs(**open_kwargs)
        process = await self._exit_stack.enter_async_context(
            open_process(**input_open_kwargs)
        )
        num_commands = len(self.commands)
        self.logger.info(
            f"PID {process.pid} triggered with {num_commands} commands running "
            f"inside the {(self.working_dir or '.')!r} directory."
        )
        return ShellProcess(shell_operation=self, process=process)

    @sync_compatible
    async def run(self, **open_kwargs: Dict[str, Any]) -> List[str]:
        """
        Runs a shell command, but unlike the trigger method,
        additionally waits and fetches the result directly, automatically managing
        the context. This method is ideal for short-lasting shell commands;
        for long-lasting shell commands, it is
        recommended to use the `trigger` method instead.

        Args:
            **open_kwargs: Additional keyword arguments to pass to `open_process`.

        Returns:
            The lines output from the shell command as a list.

        Examples:
            Sleep for 5 seconds and then print "Hello, world!":
            ```python
            from prefect_shell import ShellOperation

            shell_output = ShellOperation(
                commands=["sleep 5", "echo 'Hello, world!'"]
            ).run()
            ```
        """
        input_open_kwargs = self._compile_kwargs(**open_kwargs)
        async with open_process(**input_open_kwargs) as process:
            shell_process = ShellProcess(shell_operation=self, process=process)
            num_commands = len(self.commands)
            self.logger.info(
                f"PID {process.pid} triggered with {num_commands} commands running "
                f"inside the {(self.working_dir or '.')!r} directory."
            )
            await shell_process.wait_for_completion()
            result = await shell_process.fetch_result()

        return result

    @sync_compatible
    async def close(self):
        """
        Close the job block.
        """
        await self._exit_stack.aclose()
        self.logger.info("Successfully closed all open processes.")

    async def aclose(self):
        """
        Asynchronous version of the close method.
        """
        await self.close()

    async def __aenter__(self) -> "ShellOperation":
        """
        Asynchronous version of the enter method.
        """
        return self

    async def __aexit__(self, *exc_info):
        """
        Asynchronous version of the exit method.
        """
        await self.close()

    def __enter__(self) -> "ShellOperation":
        """
        Enter the context of the job block.
        """
        return self

    def __exit__(self, *exc_info):
        """
        Exit the context of the job block.
        """
        self.close()

__aenter__() async

Asynchronous version of the enter method.

Source code in prefect_shell/commands.py

async def __aenter__(self) -> "ShellOperation":
    """
    Asynchronous version of the enter method.
    """
    return self

__aexit__(*exc_info) async

Asynchronous version of the exit method.

Source code in prefect_shell/commands.py

async def __aexit__(self, *exc_info):
    """
    Asynchronous version of the exit method.
    """
    await self.close()

__enter__()

Enter the context of the job block.

Source code in prefect_shell/commands.py

def __enter__(self) -> "ShellOperation":
    """
    Enter the context of the job block.
    """
    return self

__exit__(*exc_info)

Exit the context of the job block.

Source code in prefect_shell/commands.py

def __exit__(self, *exc_info):
    """
    Exit the context of the job block.
    """
    self.close()

aclose() async

Asynchronous version of the close method.

Source code in prefect_shell/commands.py

async def aclose(self):
    """
    Asynchronous version of the close method.
    """
    await self.close()

close() async

Close the job block.

Source code in prefect_shell/commands.py

@sync_compatible
async def close(self):
    """
    Close the job block.
    """
    await self._exit_stack.aclose()
    self.logger.info("Successfully closed all open processes.")

run(**open_kwargs) async

Runs a shell command, but unlike the trigger method, additionally waits and fetches the result directly, automatically managing the context. This method is ideal for short-lasting shell commands; for long-lasting shell commands, it is recommended to use the trigger method instead.

Parameters:

Name	Type	Description	Default
**open_kwargs	Dict[str, Any]	Additional keyword arguments to pass to open_process.	{}

Returns:

Type	Description
List[str]	The lines output from the shell command as a list.

Examples:

Sleep for 5 seconds and then print "Hello, world!":

from prefect_shell import ShellOperation

shell_output = ShellOperation(
    commands=["sleep 5", "echo 'Hello, world!'"]
).run()

Source code in prefect_shell/commands.py

@sync_compatible
async def run(self, **open_kwargs: Dict[str, Any]) -> List[str]:
    """
    Runs a shell command, but unlike the trigger method,
    additionally waits and fetches the result directly, automatically managing
    the context. This method is ideal for short-lasting shell commands;
    for long-lasting shell commands, it is
    recommended to use the `trigger` method instead.

    Args:
        **open_kwargs: Additional keyword arguments to pass to `open_process`.

    Returns:
        The lines output from the shell command as a list.

    Examples:
        Sleep for 5 seconds and then print "Hello, world!":
        ```python
        from prefect_shell import ShellOperation

        shell_output = ShellOperation(
            commands=["sleep 5", "echo 'Hello, world!'"]
        ).run()
        ```
    """
    input_open_kwargs = self._compile_kwargs(**open_kwargs)
    async with open_process(**input_open_kwargs) as process:
        shell_process = ShellProcess(shell_operation=self, process=process)
        num_commands = len(self.commands)
        self.logger.info(
            f"PID {process.pid} triggered with {num_commands} commands running "
            f"inside the {(self.working_dir or '.')!r} directory."
        )
        await shell_process.wait_for_completion()
        result = await shell_process.fetch_result()

    return result

trigger(**open_kwargs) async

Triggers a shell command and returns the shell command run object to track the execution of the run. This method is ideal for long-lasting shell commands; for short-lasting shell commands, it is recommended to use the run method instead.

Parameters:

Name	Type	Description	Default
**open_kwargs	Dict[str, Any]	Additional keyword arguments to pass to open_process.	{}

Returns:

Type	Description
ShellProcess	A ShellProcess object.

Examples:

Sleep for 5 seconds and then print "Hello, world!":

from prefect_shell import ShellOperation

with ShellOperation(
    commands=["sleep 5", "echo 'Hello, world!'"],
) as shell_operation:
    shell_process = shell_operation.trigger()
    shell_process.wait_for_completion()
    shell_output = shell_process.fetch_result()

Source code in prefect_shell/commands.py

@sync_compatible
async def trigger(self, **open_kwargs: Dict[str, Any]) -> ShellProcess:
    """
    Triggers a shell command and returns the shell command run object
    to track the execution of the run. This method is ideal for long-lasting
    shell commands; for short-lasting shell commands, it is recommended
    to use the `run` method instead.

    Args:
        **open_kwargs: Additional keyword arguments to pass to `open_process`.

    Returns:
        A `ShellProcess` object.

    Examples:
        Sleep for 5 seconds and then print "Hello, world!":
        ```python
        from prefect_shell import ShellOperation

        with ShellOperation(
            commands=["sleep 5", "echo 'Hello, world!'"],
        ) as shell_operation:
            shell_process = shell_operation.trigger()
            shell_process.wait_for_completion()
            shell_output = shell_process.fetch_result()
        ```
    """
    input_open_kwargs = self._compile_kwargs(**open_kwargs)
    process = await self._exit_stack.enter_async_context(
        open_process(**input_open_kwargs)
    )
    num_commands = len(self.commands)
    self.logger.info(
        f"PID {process.pid} triggered with {num_commands} commands running "
        f"inside the {(self.working_dir or '.')!r} directory."
    )
    return ShellProcess(shell_operation=self, process=process)

ShellProcess

Bases: JobRun

A class representing a shell process.

Source code in prefect_shell/commands.py

class ShellProcess(JobRun):
    """
    A class representing a shell process.
    """

    def __init__(self, shell_operation: "ShellOperation", process: Process):
        self._shell_operation = shell_operation
        self._process = process
        self._output = []

    @property
    def pid(self) -> int:
        """
        The PID of the process.

        Returns:
            The PID of the process.
        """
        return self._process.pid

    @property
    def return_code(self) -> Optional[int]:
        """
        The return code of the process.

        Returns:
            The return code of the process, or `None` if the process is still running.
        """
        return self._process.returncode

    async def _capture_output(self, source):
        """
        Capture output from source.
        """
        async for output in TextReceiveStream(source):
            text = output.rstrip()
            if self._shell_operation.stream_output:
                self.logger.info(f"PID {self.pid} stream output:{os.linesep}{text}")
            self._output.extend(text.split(os.linesep))

    @sync_compatible
    async def wait_for_completion(self) -> None:
        """
        Wait for the shell command to complete after a process is triggered.
        """
        self.logger.debug(f"Waiting for PID {self.pid} to complete.")

        await asyncio.gather(
            self._capture_output(self._process.stdout),
            self._capture_output(self._process.stderr),
        )
        await self._process.wait()

        if self.return_code != 0:
            raise RuntimeError(
                f"PID {self.pid} failed with return code {self.return_code}."
            )
        self.logger.info(
            f"PID {self.pid} completed with return code {self.return_code}."
        )

    @sync_compatible
    async def fetch_result(self) -> List[str]:
        """
        Retrieve the output of the shell operation.

        Returns:
            The lines output from the shell operation as a list.
        """
        if self._process.returncode is None:
            self.logger.info("Process is still running, result may be incomplete.")
        return self._output

pid: int property

The PID of the process.

Returns:

Type	Description
int	The PID of the process.

return_code: Optional[int] property

The return code of the process.

Returns:

Type	Description
Optional[int]	The return code of the process, or None if the process is still running.

fetch_result() async

Retrieve the output of the shell operation.

Returns:

Type	Description
List[str]	The lines output from the shell operation as a list.

Source code in prefect_shell/commands.py

@sync_compatible
async def fetch_result(self) -> List[str]:
    """
    Retrieve the output of the shell operation.

    Returns:
        The lines output from the shell operation as a list.
    """
    if self._process.returncode is None:
        self.logger.info("Process is still running, result may be incomplete.")
    return self._output

wait_for_completion() async

Wait for the shell command to complete after a process is triggered.

Source code in prefect_shell/commands.py

@sync_compatible
async def wait_for_completion(self) -> None:
    """
    Wait for the shell command to complete after a process is triggered.
    """
    self.logger.debug(f"Waiting for PID {self.pid} to complete.")

    await asyncio.gather(
        self._capture_output(self._process.stdout),
        self._capture_output(self._process.stderr),
    )
    await self._process.wait()

    if self.return_code != 0:
        raise RuntimeError(
            f"PID {self.pid} failed with return code {self.return_code}."
        )
    self.logger.info(
        f"PID {self.pid} completed with return code {self.return_code}."
    )

shell_run_command(command, env=None, helper_command=None, shell=None, extension=None, return_all=False, stream_level=logging.INFO, cwd=None) async

Runs arbitrary shell commands.

Parameters:

Name	Type	Description	Default
command	str	Shell command to be executed; can also be provided post-initialization by calling this task instance.	required
env	Optional[dict]	Dictionary of environment variables to use for the subprocess; can also be provided at runtime.	None
helper_command	Optional[str]	String representing a shell command, which will be executed prior to the command in the same process. Can be used to change directories, define helper functions, etc. for different commands in a flow.	None
shell	Optional[str]	Shell to run the command with.	None
extension	Optional[str]	File extension to be appended to the command to be executed.	None
return_all	bool	Whether this task should return all lines of stdout as a list, or just the last line as a string.	False
stream_level	int	The logging level of the stream; defaults to 20 equivalent to logging.INFO.	INFO
cwd	Union[str, bytes, PathLike, None]	The working directory context the command will be executed within	None

Returns:

Type	Description
Union[List, str]	If return all, returns all lines as a list; else the last line as a string.

Example

List contents in the current directory.

from prefect import flow
from prefect_shell import shell_run_command

@flow
def example_shell_run_command_flow():
    return shell_run_command(command="ls .", return_all=True)

example_shell_run_command_flow()

Source code in prefect_shell/commands.py

@task
async def shell_run_command(
    command: str,
    env: Optional[dict] = None,
    helper_command: Optional[str] = None,
    shell: Optional[str] = None,
    extension: Optional[str] = None,
    return_all: bool = False,
    stream_level: int = logging.INFO,
    cwd: Union[str, bytes, os.PathLike, None] = None,
) -> Union[List, str]:
    """
    Runs arbitrary shell commands.

    Args:
        command: Shell command to be executed; can also be
            provided post-initialization by calling this task instance.
        env: Dictionary of environment variables to use for
            the subprocess; can also be provided at runtime.
        helper_command: String representing a shell command, which
            will be executed prior to the `command` in the same process.
            Can be used to change directories, define helper functions, etc.
            for different commands in a flow.
        shell: Shell to run the command with.
        extension: File extension to be appended to the command to be executed.
        return_all: Whether this task should return all lines of stdout as a list,
            or just the last line as a string.
        stream_level: The logging level of the stream;
            defaults to 20 equivalent to `logging.INFO`.
        cwd: The working directory context the command will be executed within

    Returns:
        If return all, returns all lines as a list; else the last line as a string.

    Example:
        List contents in the current directory.
        ```python
        from prefect import flow
        from prefect_shell import shell_run_command

        @flow
        def example_shell_run_command_flow():
            return shell_run_command(command="ls .", return_all=True)

        example_shell_run_command_flow()
        ```
    """
    logger = get_run_logger()

    current_env = os.environ.copy()
    current_env.update(env or {})

    if shell is None:
        # if shell is not specified:
        # use powershell for windows
        # use bash for other platforms
        shell = "powershell" if sys.platform == "win32" else "bash"

    extension = ".ps1" if shell.lower() == "powershell" else extension

    tmp = tempfile.NamedTemporaryFile(prefix="prefect-", suffix=extension, delete=False)
    try:
        if helper_command:
            tmp.write(helper_command.encode())
            tmp.write(os.linesep.encode())
        tmp.write(command.encode())
        if shell.lower() == "powershell":
            # if powershell, set exit code to that of command
            tmp.write("\r\nExit $LastExitCode".encode())
        tmp.close()

        shell_command = [shell, tmp.name]

        lines = []
        async with await anyio.open_process(
            shell_command, env=current_env, cwd=cwd
        ) as process:
            async for text in TextReceiveStream(process.stdout):
                logger.log(level=stream_level, msg=text)
                lines.extend(text.rstrip().split("\n"))

            await process.wait()
            if process.returncode:
                stderr = "\n".join(
                    [text async for text in TextReceiveStream(process.stderr)]
                )
                if not stderr and lines:
                    stderr = f"{lines[-1]}\n"
                msg = (
                    f"Command failed with exit code {process.returncode}:\n" f"{stderr}"
                )
                raise RuntimeError(msg)
    finally:
        if os.path.exists(tmp.name):
            os.remove(tmp.name)

    line = lines[-1] if lines else ""
    return lines if return_all else line