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from argparse import ArgumentParser | |
from . import BaseAutoTrainCommand | |
def run_api_command_factory(args): | |
return RunAutoTrainAPICommand( | |
args.port, | |
args.host, | |
args.task, | |
) | |
class RunAutoTrainAPICommand(BaseAutoTrainCommand): | |
""" | |
Command to run the AutoTrain API. | |
This command sets up and runs the AutoTrain API using the specified host and port. | |
Methods | |
------- | |
register_subcommand(parser: ArgumentParser) | |
Registers the 'api' subcommand and its arguments to the provided parser. | |
__init__(port: int, host: str, task: str) | |
Initializes the command with the specified port, host, and task. | |
run() | |
Runs the AutoTrain API using the uvicorn server. | |
""" | |
def register_subcommand(parser: ArgumentParser): | |
run_api_parser = parser.add_parser( | |
"api", | |
description="✨ Run AutoTrain API", | |
) | |
run_api_parser.add_argument( | |
"--port", | |
type=int, | |
default=7860, | |
help="Port to run the api on", | |
required=False, | |
) | |
run_api_parser.add_argument( | |
"--host", | |
type=str, | |
default="127.0.0.1", | |
help="Host to run the api on", | |
required=False, | |
) | |
run_api_parser.add_argument( | |
"--task", | |
type=str, | |
required=False, | |
help="Task to run", | |
) | |
run_api_parser.set_defaults(func=run_api_command_factory) | |
def __init__(self, port, host, task): | |
self.port = port | |
self.host = host | |
self.task = task | |
def run(self): | |
import uvicorn | |
from autotrain.app.training_api import api | |
uvicorn.run(api, host=self.host, port=self.port) | |