ArchiveBox/archivebox/actors/orchestrator.py
2024-11-02 19:54:25 -07:00

263 lines
10 KiB
Python

__package__ = 'archivebox.actors'
import os
import time
import itertools
import uuid
from typing import Dict, Type, Literal
from django.utils.functional import classproperty
from multiprocessing import Process, cpu_count
from threading import Thread, get_native_id
from rich import print
from django.db.models import QuerySet
from django.apps import apps
from .actor import ActorType
class Orchestrator:
pid: int
idle_count: int = 0
actor_types: Dict[str, Type[ActorType]]
mode: Literal['thread', 'process'] = 'process'
def __init__(self, actor_types: Dict[str, Type[ActorType]] | None = None, mode: Literal['thread', 'process'] | None=None):
self.actor_types = actor_types or self.actor_types or self.autodiscover_actor_types()
self.mode = mode or self.mode
def __repr__(self) -> str:
label = 'tid' if self.mode == 'thread' else 'pid'
return f'[underline]{self.name}[/underline]\\[{label}={self.pid}]'
def __str__(self) -> str:
return self.__repr__()
@classproperty
def name(cls) -> str:
return cls.__name__ # type: ignore
def fork_as_thread(self):
self.thread = Thread(target=self.runloop)
self.thread.start()
assert self.thread.native_id is not None
return self.thread.native_id
def fork_as_process(self):
self.process = Process(target=self.runloop)
self.process.start()
assert self.process.pid is not None
return self.process.pid
def start(self) -> int:
if self.mode == 'thread':
return self.fork_as_thread()
elif self.mode == 'process':
return self.fork_as_process()
raise ValueError(f'Invalid orchestrator mode: {self.mode}')
@classmethod
def autodiscover_actor_types(cls) -> Dict[str, Type[ActorType]]:
# returns a Dict of all discovered {actor_type_id: ActorType} across the codebase
# override this method in a subclass to customize the actor types that are used
# return {'Snapshot': SnapshotActorType, 'ArchiveResult_chrome': ChromeActorType, ...}
return {
# look through all models and find all classes that inherit from ActorType
# actor_type.__name__: actor_type
# for actor_type in abx.pm.hook.get_all_ACTORS_TYPES().values()
}
@classmethod
def get_orphaned_objects(cls, all_queues) -> list:
# returns a list of objects that are in the queues of all actor types but not in the queues of any other actor types
all_queued_ids = itertools.chain(*[queue.values('id', flat=True) for queue in all_queues.values()])
orphaned_objects = []
for model in apps.get_models():
if hasattr(model, 'retry_at'):
orphaned_objects.extend(model.objects.filter(retry_at__lt=timezone.now()).exclude(id__in=all_queued_ids))
return orphaned_objects
def on_startup(self):
if self.mode == 'thread':
self.pid = get_native_id()
print(f'[green]👨‍✈️ {self}.on_startup() STARTUP (THREAD)[/green]')
elif self.mode == 'process':
self.pid = os.getpid()
print(f'[green]👨‍✈️ {self}.on_startup() STARTUP (PROCESS)[/green]')
# abx.pm.hook.on_orchestrator_startup(self)
def on_shutdown(self, err: BaseException | None = None):
print(f'[grey53]👨‍✈️ {self}.on_shutdown() SHUTTING DOWN[/grey53]', err or '[green](gracefully)[/green]')
# abx.pm.hook.on_orchestrator_shutdown(self)
def on_tick_started(self, all_queues):
# total_pending = sum(queue.count() for queue in all_queues.values())
# print(f'👨‍✈️ {self}.on_tick_started()', f'total_pending={total_pending}')
# abx.pm.hook.on_orchestrator_tick_started(self, actor_types, all_queues)
pass
def on_tick_finished(self, all_queues, all_existing_actors, all_spawned_actors):
if all_spawned_actors:
total_queue_length = sum(queue.count() for queue in all_queues.values())
print(f'[grey53]👨‍✈️ {self}.on_tick_finished() queue={total_queue_length} existing_actors={len(all_existing_actors)} spawned_actors={len(all_spawned_actors)}[/grey53]')
# abx.pm.hook.on_orchestrator_tick_finished(self, actor_types, all_queues)
def on_idle(self, all_queues):
# print(f'👨‍✈️ {self}.on_idle()')
# abx.pm.hook.on_orchestrator_idle(self)
# check for orphaned objects left behind
if self.idle_count == 60:
orphaned_objects = self.get_orphaned_objects(all_queues)
if orphaned_objects:
print('[red]👨‍✈️ WARNING: some objects may not be processed, no actor has claimed them after 60s:[/red]', orphaned_objects)
def runloop(self):
self.on_startup()
try:
while True:
all_queues = {
actor_type: actor_type.get_queue()
for actor_type in self.actor_types.values()
}
if not all_queues:
raise Exception('Failed to find any actor_types to process')
self.on_tick_started(all_queues)
all_existing_actors = []
all_spawned_actors = []
for actor_type, queue in all_queues.items():
try:
existing_actors = actor_type.get_running_actors()
all_existing_actors.extend(existing_actors)
actors_to_spawn = actor_type.get_actors_to_spawn(queue, existing_actors)
for launch_kwargs in actors_to_spawn:
new_actor_pid = actor_type.start(mode='process', **launch_kwargs)
all_spawned_actors.append(new_actor_pid)
except Exception as err:
print(f'🏃‍♂️ ERROR: {self} Failed to get {actor_type} queue & running actors', err)
except BaseException:
raise
if not any(queue.exists() for queue in all_queues.values()):
self.on_idle(all_queues)
self.idle_count += 1
time.sleep(1)
else:
self.idle_count = 0
self.on_tick_finished(all_queues, all_existing_actors, all_spawned_actors)
time.sleep(1)
except BaseException as err:
if isinstance(err, KeyboardInterrupt):
print()
else:
print(f'\n[red]🏃‍♂️ {self}.runloop() FATAL:[/red]', err.__class__.__name__, err)
self.on_shutdown(err=err)
from archivebox.config.django import setup_django
setup_django()
from core.models import ArchiveResult, Snapshot
from django.utils import timezone
from django import db
from django.db import connection
class FaviconActor(ActorType[ArchiveResult]):
@classmethod
def get_queue(cls) -> QuerySet[ArchiveResult]:
return ArchiveResult.objects.filter(status='failed', extractor='favicon')
@classmethod
def get_next(cls) -> ArchiveResult | None:
# return cls.get_next_atomic(
# model=ArchiveResult,
# where='status = "failed"',
# set='status = "started"',
# order_by='created_at DESC',
# choose_from_top=cpu_count() * 10,
# )
return cls.get_random(
model=ArchiveResult,
where='status = "failed" AND extractor = "favicon"',
set='status = "queued"',
choose_from_top=50,
)
def tick(self, obj: ArchiveResult):
print(f'[grey53]{self}.tick({obj.abid or obj.id}, status={obj.status}) remaining:[/grey53]', self.get_queue().count())
updated = ArchiveResult.objects.filter(id=obj.id, status='started').update(status='success') == 1
if not updated:
raise Exception(f'Failed to update {obj.abid or obj.id}, interrupted by another actor writing to the same object')
# obj.refresh_from_db()
obj.status = 'success'
def lock(self, obj: ArchiveResult) -> bool:
"""As an alternative to self.get_next_atomic(), we can use select_for_update() or manually update a semaphore field here"""
locked = ArchiveResult.objects.filter(id=obj.id, status='queued').update(status='started') == 1
if locked:
# obj.refresh_from_db()
obj.status = 'started'
# print(f'FaviconActor[{self.pid}] lock({obj.id}) 🔒')
pass
else:
print(f'FaviconActor[{self.pid}] lock({obj.id}) X')
return locked
class ExtractorsOrchestrator(Orchestrator):
actor_types = {
'FaviconActor': FaviconActor,
}
if __name__ == '__main__':
orchestrator = ExtractorsOrchestrator()
orchestrator.start()
snap = Snapshot.objects.last()
assert snap is not None
created = 0
while True:
time.sleep(0.05)
# try:
# ArchiveResult.objects.bulk_create([
# ArchiveResult(
# id=uuid.uuid4(),
# snapshot=snap,
# status='failed',
# extractor='favicon',
# cmd=['echo', '"hello"'],
# cmd_version='1.0',
# pwd='.',
# start_ts=timezone.now(),
# end_ts=timezone.now(),
# created_at=timezone.now(),
# modified_at=timezone.now(),
# created_by_id=1,
# )
# for _ in range(100)
# ])
# created += 100
# if created % 1000 == 0:
# print(f'[blue]Created {created} ArchiveResults...[/blue]')
# time.sleep(25)
# except Exception as err:
# print(err)
# db.connections.close_all()
# except BaseException as err:
# print(err)
# break