ReMe/reme2/application.py
jinli.yl 42a3343cb5 feat(core): add core components and application framework
- Introduce Application class for managing application lifecycle
- Add base component classes for LLM formatters and token counters
- Implement embedding model base with caching and batching support
- Create file watcher base with watchfiles integration
- Add job and step base components for workflow execution
- Update base component with async locks and improved lifecycle management
- Register new component types in component registry
- Add application context and runtime context for dependency injection
2026-04-23 16:25:31 +08:00

143 lines
5.7 KiB
Python

"""Application module for managing the main application lifecycle."""
import asyncio
from pathlib import Path
from typing import AsyncGenerator
from .component import BaseComponent, ApplicationContext
from .enumeration import ComponentEnum
from .schema import Response, StreamChunk
from .utils import execute_stream_task, print_logo, get_logger
class Application(BaseComponent):
"""Application component for managing the main application."""
def __init__(self, **kwargs) -> None:
self.context = ApplicationContext(**kwargs)
working_path = Path(self.config.working_dir).absolute()
working_path.mkdir(parents=True, exist_ok=True)
if self.config.enable_logo:
print_logo(self.config)
logger = get_logger(
log_to_console=self.config.log_to_console,
log_to_file=self.config.log_to_file,
force_init=True,
)
logger.info(f"Initializing {self.config.app_name} Application")
super().__init__()
from .component import R
# Initialize the service
service_config = self.config.service
if not service_config.backend:
raise ValueError("Service configuration is missing the required 'backend' field")
service_cls = R.get(ComponentEnum.SERVICE, service_config.backend)
if not service_cls:
raise ValueError(
f"Service references an unregistered backend '{service_config.backend}' "
f"of type '{ComponentEnum.SERVICE}'",
)
params = service_config.model_dump()
params["app_context"] = self.context
self.context.service = service_cls(**params)
# Initialize all components grouped by type and name
for component_type, component_configs in self.config.components.items():
self.context.components[component_type] = {}
for name, config in component_configs.items():
if not config.backend:
raise ValueError(f"Component '{name}' is missing the required 'backend' field")
backend_cls = R.get(component_type, config.backend)
if not backend_cls:
raise ValueError(
f"Component '{name}' references an unregistered backend '{config.backend}' "
f"of type '{component_type}'",
)
params = config.model_dump()
params.setdefault("name", name)
params["app_context"] = self.context
self.context.components[component_type][name] = backend_cls(**params)
# Initialize all jobs
for job_config in self.config.jobs:
if not job_config.backend:
raise ValueError(f"Job '{job_config.name}' is missing the required 'backend' field")
job_cls = R.get(ComponentEnum.JOB, job_config.backend)
if not job_cls:
raise ValueError(
f"Job '{job_config.name}' references an unregistered backend '{job_config.backend}' "
f"of type '{ComponentEnum.JOB}'",
)
params = job_config.model_dump()
params["app_context"] = self.context
self.context.jobs[job_config.name] = job_cls(**params)
@property
def config(self):
"""Get application configuration."""
return self.context.app_config
async def _start(self) -> None:
"""Start the application."""
for components in self.context.components.values():
for component in components.values():
try:
await component.start()
except Exception as e:
self.logger.exception(f"Failed to start component {component.__class__.__name__}: {e}")
for name, job in self.context.jobs.items():
try:
await job.start()
except Exception as e:
self.logger.exception(f"Failed to start job '{name}': {e}")
async def _close(self) -> None:
"""Close the application."""
for name, job in self.context.jobs.items():
try:
await job.close()
except Exception as e:
self.logger.exception(f"Failed to close job '{name}': {e}")
for components in reversed(list(self.context.components.values())):
for component in reversed(list(components.values())):
try:
await component.close()
except Exception as e:
self.logger.exception(f"Failed to close component {component.__class__.__name__}: {e}")
async def run_job(self, name: str, **kwargs) -> Response:
"""Execute a registered job by name."""
if name not in self.context.jobs:
raise KeyError(f"Job '{name}' not found")
job = self.context.jobs[name]
return await job(**kwargs)
async def run_stream_job(self, name: str, **kwargs) -> AsyncGenerator[StreamChunk, None]:
"""Execute a streaming job and yield chunks."""
if name not in self.context.jobs:
raise KeyError(f"Job '{name}' not found")
job = self.context.jobs[name]
stream_queue = asyncio.Queue()
task = asyncio.create_task(job(stream_queue=stream_queue, **kwargs))
async for chunk in execute_stream_task(
stream_queue=stream_queue,
task=task,
task_name=name,
output_format="chunk",
):
assert isinstance(chunk, StreamChunk)
yield chunk
def run_app(self):
"""Run the application as a service."""
service = self.context.service
service.run_app(app=self)