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Create dataset_generation/command_pattern.py
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"""
This module defines a command pattern framework. It includes the abstract Command class
for defining specific commands and a CommandExecutor class to register and execute these commands.
Example usage:
```
if __name__ == "__main__":
class MyCommand(Command):
def execute(self, *args, **kwargs):
print(f"Executing MyCommand with args: {args}, kwargs: {kwargs}")
def add_arguments(self, parser):
parser.add_argument('--myarg', type=int, help="An integer argument")
executor = CommandExecutor()
executor.register('mycommand', MyCommand())
parser = argparse.ArgumentParser(description="Command pattern example")
executor.add_commands_to_argparser(parser)
args = parser.parse_args()
executor.execute_from_args(args)
```
"""
import abc
import argparse
from typing import NoReturn
class AbstractCommand(abc.ABC):
"""
Abstract base class for commands. Any specific command should inherit from this class and
implement the execute method.
"""
@abc.abstractmethod
def execute(self, *args, **kwargs) -> NoReturn:
"""
Execute the command with optional positional and keyword arguments.
Args:
*args: Positional arguments for the command.
**kwargs: Keyword arguments for the command.
"""
pass
def help_str(self) -> str:
"""
Returns a help string, suitable for use with an ArgumentParser.
"""
return self.__class__.__doc__
def add_arguments(self, parser: argparse.ArgumentParser) -> NoReturn:
"""
Add command-specific arguments to the parser.
Args: parser (argparse.ArgumentParser) The parser to add arguments to."""
pass
class CommandExecutor:
"""
CommandExecutor manages the registration and execution of commands.
"""
def __init__(self, command_dict: dict[str,AbstractCommand] = {}):
"""
Initialize the CommandExecutor with an optional dictionary of commands.
Args:
command_dict (dict): A dictionary where keys are command names and values are Command instances.
"""
self.commands = command_dict
def register(self, command_name: str, command: AbstractCommand):
"""
Register a command with a specified name.
Args:
command_name (str): The name of the command to register.
command (Command): The Command instance to register.
"""
self.commands[command_name] = command
def execute(self, command_name: str, *args, **kwargs):
"""
Execute the command registered under the given name.
Args:
command_name (str): The name of the command to execute.
Raises:
ValueError: If the command name is not registered.
"""
command = self.commands.get(command_name)
if command:
command.execute(*args,**kwargs)
else:
raise ValueError(
f"Command '{command_name}' is not registered with this executor."
)
def execute_from_args(self, namespace: argparse.Namespace, *args, **kwargs):
"""
Execute the first active command based on the argparse Namespace.
Args:
namespace (argparse.Namespace): Namespace containing command line arguments.
"""
for cmd_name, is_active in [
(cmd_key, cmd_key in namespace.__dict__.values()) for cmd_key in self.get_registered_commands()
]:
if is_active:
self.execute(cmd_name, namespace)
break
def add_commands_to_argparser(self, parser: argparse.ArgumentParser):
subparsers = parser.add_subparsers(dest="command", help="Sub-command help")
for name, command in self.commands.items():
cmd_specific_parser = subparsers.add_parser(name, help=command.help_str())
cmd_specific_parser.description = command.__class__.__doc__
command.add_arguments(cmd_specific_parser)
return parser
def get_registered_commands(self):
"""
Get a list of all registered command names.
Returns:
list: A list of registered command names.
"""
return list(self.commands.keys())
def __repr__(self):
"""
Return a string representation of the CommandExecutor, listing all registered commands.
Returns:
str: A string representation of the CommandExecutor.
"""
return f"Registered Commands: {self.get_registered_commands()}"
class SequentialCommandExecutor(CommandExecutor):
def execute_from_args(self, namespace: argparse.Namespace, *args, **kwargs):
"""
Execute the all active commands based on the argparse Namespace.
Args:
namespace (argparse.Namespace): Namespace containing command line arguments.
"""
for cmd_name, is_active in [
(c, namespace.__dict__[c]) for c in self.get_registered_commands()
]:
if is_active:
self.execute(cmd_name, namespace)
def add_commands_to_argparser(self, parser: argparse.ArgumentParser):
help_txt_suffix = "\nThis script has several modes: \n\n"+str(list(self.commands.keys()))
parser.description += help_txt_suffix #"\rn\t".join(help_txt_suffix)
for name, command in self.commands.items():
parser.add_argument(
f"--{name}", action="store_true", help=command.help_str()
)
return parser