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base.py
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import logging
import logging.config
import time
from concurrent.futures import ThreadPoolExecutor
from functools import partial
from logging.handlers import TimedRotatingFileHandler
from multiprocessing import Queue
from threading import RLock, Thread
from types import TracebackType
from typing import Generic, Literal, TypeVar
from humps import pascalize
from typing_extensions import Self, assert_never
from cognite.extractorutils._inner_util import _resolve_log_level
from cognite.extractorutils.threading import CancellationToken
from cognite.extractorutils.unstable.configuration.models import (
ConnectionConfig,
ExtractorConfig,
LogConsoleHandlerConfig,
LogFileHandlerConfig,
)
from cognite.extractorutils.unstable.core._dto import Error as DtoError
from cognite.extractorutils.unstable.core._dto import TaskUpdate
from cognite.extractorutils.unstable.core._messaging import RuntimeMessage
from cognite.extractorutils.unstable.core.errors import Error, ErrorLevel
from cognite.extractorutils.unstable.core.logger import CogniteLogger
from cognite.extractorutils.unstable.core.restart_policy import WHEN_CONTINUOUS_TASKS_CRASHES, RestartPolicy
from cognite.extractorutils.unstable.core.tasks import ContinuousTask, ScheduledTask, StartupTask, Task, TaskContext
from cognite.extractorutils.unstable.scheduling import TaskScheduler
from cognite.extractorutils.util import now
__all__ = ["ConfigRevision", "ConfigType", "Extractor"]
ConfigType = TypeVar("ConfigType", bound=ExtractorConfig)
ConfigRevision = Literal["local"] | int
_T = TypeVar("_T", bound=ExtractorConfig)
class FullConfig(Generic[_T]):
def __init__(
self,
connection_config: ConnectionConfig,
application_config: _T,
current_config_revision: ConfigRevision,
) -> None:
self.connection_config = connection_config
self.application_config = application_config
self.current_config_revision = current_config_revision
class Extractor(Generic[ConfigType], CogniteLogger):
NAME: str
EXTERNAL_ID: str
DESCRIPTION: str
VERSION: str
CONFIG_TYPE: type[ConfigType]
RESTART_POLICY: RestartPolicy = WHEN_CONTINUOUS_TASKS_CRASHES
def __init__(self, config: FullConfig[ConfigType]) -> None:
self._logger = logging.getLogger(f"{self.EXTERNAL_ID}.main")
self.cancellation_token = CancellationToken()
self.cancellation_token.cancel_on_interrupt()
self.connection_config = config.connection_config
self.application_config = config.application_config
self.current_config_revision = config.current_config_revision
self.cognite_client = self.connection_config.get_cognite_client(f"{self.EXTERNAL_ID}-{self.VERSION}")
self._checkin_lock = RLock()
self._runtime_messages: Queue[RuntimeMessage] | None = None
self._scheduler = TaskScheduler(self.cancellation_token.create_child_token())
self._tasks: list[Task] = []
self._task_updates: list[TaskUpdate] = []
self._errors: dict[str, Error] = {}
self.__init_tasks__()
def _setup_logging(self) -> None:
min_level = min([_resolve_log_level(h.level.value) for h in self.application_config.log_handlers])
max_level = max([_resolve_log_level(h.level.value) for h in self.application_config.log_handlers])
root = logging.getLogger()
root.setLevel(min_level)
# The oathlib logs too much on debug level, including secrets
logging.getLogger("requests_oauthlib.oauth2_session").setLevel(max(max_level, logging.INFO))
fmt = logging.Formatter(
"%(asctime)s.%(msecs)03d UTC [%(levelname)-8s] %(process)d %(threadName)s - %(message)s",
"%Y-%m-%d %H:%M:%S",
)
# Set logging to UTC
fmt.converter = time.gmtime
# Remove any previous logging handlers
for handler in root.handlers:
root.removeHandler(handler)
# Define new handlers
for handler_config in self.application_config.log_handlers:
match handler_config:
case LogConsoleHandlerConfig() as console_handler:
sh = logging.StreamHandler()
sh.setFormatter(fmt)
sh.setLevel(_resolve_log_level(console_handler.level.value))
root.addHandler(sh)
case LogFileHandlerConfig() as file_handler:
fh = TimedRotatingFileHandler(
filename=file_handler.path,
when="midnight",
utc=True,
backupCount=file_handler.retention,
)
fh.setLevel(_resolve_log_level(file_handler.level.value))
fh.setFormatter(fmt)
root.addHandler(fh)
def __init_tasks__(self) -> None:
pass
def _set_runtime_message_queue(self, queue: Queue) -> None:
self._runtime_messages = queue
def _checkin(self) -> None:
with self._checkin_lock:
task_updates = [t.model_dump() for t in self._task_updates]
self._task_updates.clear()
error_updates = [
DtoError(
external_id=e.external_id,
level=e.level.value,
description=e.description,
details=e.details,
start_time=e.start_time,
end_time=e.end_time,
task=e._task_name if e._task_name is not None else None,
).model_dump()
for e in self._errors.values()
]
self._errors.clear()
res = self.cognite_client.post(
f"/api/v1/projects/{self.cognite_client.config.project}/integrations/checkin",
json={
"externalId": self.connection_config.integration.external_id,
"taskEvents": task_updates,
"errors": error_updates,
},
headers={"cdf-version": "alpha"},
)
new_config_revision = res.json().get("lastConfigRevision")
if (
new_config_revision
and self.current_config_revision != "local"
and new_config_revision > self.current_config_revision
):
self.restart()
def _run_checkin(self) -> None:
while not self.cancellation_token.is_cancelled:
try:
self._logger.debug("Running checkin")
self._checkin()
except Exception:
self._logger.exception("Error during checkin")
self.cancellation_token.wait(10)
def _report_error(self, error: Error) -> None:
with self._checkin_lock:
self._errors[error.external_id] = error
def _new_error(
self,
level: ErrorLevel,
description: str,
*,
details: str | None = None,
task_name: str | None = None,
) -> Error:
return Error(
level=level,
description=description,
details=details,
extractor=self,
task_name=task_name,
)
def restart(self) -> None:
self._logger.info("Restarting extractor")
if self._runtime_messages:
self._runtime_messages.put(RuntimeMessage.RESTART)
self.cancellation_token.cancel()
@classmethod
def _init_from_runtime(cls, config: FullConfig[ConfigType]) -> Self:
return cls(config)
def add_task(self, task: Task) -> None:
# Store this for later, since we'll override it with the wrapped version
target = task.target
def run_task(task_context: TaskContext) -> None:
"""
A wrapped version of the task's target, with tracking and error handling
"""
# Record a task start
with self._checkin_lock:
self._task_updates.append(
TaskUpdate(type="started", name=task.name, timestamp=now()),
)
try:
# Run task
target(task_context)
except Exception as e:
# Task crashed, record it as a fatal error
task_context.exception(
f"Task {task.name} crashed unexpectedly",
e,
level=ErrorLevel.fatal,
)
if self.__class__.RESTART_POLICY(task, e):
self.restart()
finally:
# Record task end
with self._checkin_lock:
self._task_updates.append(
TaskUpdate(type="ended", name=task.name, timestamp=now()),
)
task.target = run_task
self._tasks.append(task)
match task:
case ScheduledTask() as t:
self._scheduler.schedule_task(
name=t.name,
schedule=t.schedule,
task=lambda: t.target(
TaskContext(
task=task,
extractor=self,
)
),
)
def _report_extractor_info(self) -> None:
self.cognite_client.post(
f"/api/v1/projects/{self.cognite_client.config.project}/integrations/extractorinfo",
json={
"externalId": self.connection_config.integration.external_id,
"activeConfigRevision": self.current_config_revision,
"extractor": {
"version": self.VERSION,
"externalId": self.EXTERNAL_ID,
},
"tasks": [
{
"name": t.name,
"type": "continuous" if isinstance(t, ContinuousTask) else "batch",
"action": bool(isinstance(t, ScheduledTask)),
"description": t.description,
}
for t in self._tasks
],
},
headers={"cdf-version": "alpha"},
)
def start(self) -> None:
self._setup_logging()
self._report_extractor_info()
Thread(target=self._run_checkin, name="ExtractorCheckin", daemon=True).start()
def stop(self) -> None:
self.cancellation_token.cancel()
def __enter__(self) -> Self:
self.start()
return self
def __exit__(
self,
exc_type: type[BaseException] | None,
exc_val: BaseException | None,
exc_tb: TracebackType | None,
) -> bool:
self.stop()
with self._checkin_lock:
self._checkin()
self._logger.info("Shutting down extractor")
return exc_val is None
def run(self) -> None:
has_scheduled = False
startup: list[StartupTask] = []
continuous: list[ContinuousTask] = []
for task in self._tasks:
match task:
case ScheduledTask():
has_scheduled = True
case StartupTask() as t:
startup.append(t)
case ContinuousTask() as t:
continuous.append(t)
case _:
assert_never(task)
self._logger.info("Starting extractor")
if startup:
with ThreadPoolExecutor() as pool:
for task in startup:
pool.submit(
partial(
task.target,
TaskContext(
task=task,
extractor=self,
),
)
)
self._logger.info("Startup done")
for task in continuous:
Thread(
name=pascalize(task.name),
target=task.target,
args=(TaskContext(task=task, extractor=self),),
).start()
if has_scheduled:
self._scheduler.run()
else:
self.cancellation_token.wait()