Source code for airflow.providers.celery.executors.default_celery

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"""Default celery configuration."""

from __future__ import annotations

import json
import logging
import ssl

import re2

from airflow.configuration import conf
from airflow.exceptions import AirflowConfigException, AirflowException


def _broker_supports_visibility_timeout(url):
    return url.startswith(("redis://", "rediss://", "sqs://", "sentinel://"))



[docs]log = logging.getLogger(__name__)


# IMPORTANT NOTE! Celery Executor has initialization done dynamically and it performs initialization when
# it is imported, so we need fallbacks here in order to be able to import the class directly without
# having configuration initialized before. Do not remove those fallbacks!
#
# This is not strictly needed for production:
#
#   * for Airflow 2.6 and before the defaults will come from the core defaults
#   * for Airflow 2.7+ the defaults will be loaded via ProvidersManager
#
# But it helps in our tests to import the executor class and validate if the celery code can be imported
# in the current and older versions of Airflow.


[docs]broker_url = conf.get("celery", "BROKER_URL", fallback="redis://redis:6379/0")



[docs]broker_transport_options: dict = conf.getsection("celery_broker_transport_options") or {}

if "visibility_timeout" not in broker_transport_options:
    if _broker_supports_visibility_timeout(broker_url):
        broker_transport_options["visibility_timeout"] = 21600

if "sentinel_kwargs" in broker_transport_options:
    try:

[docs]        sentinel_kwargs = json.loads(broker_transport_options["sentinel_kwargs"])

        if not isinstance(sentinel_kwargs, dict):
            raise ValueError
        broker_transport_options["sentinel_kwargs"] = sentinel_kwargs
    except Exception:
        raise AirflowException("sentinel_kwargs should be written in the correct dictionary format.")

if conf.has_option("celery", "RESULT_BACKEND"):

[docs]    result_backend = conf.get_mandatory_value("celery", "RESULT_BACKEND")

else:
    log.debug("Value for celery result_backend not found. Using sql_alchemy_conn with db+ prefix.")
    result_backend = f'db+{conf.get("database", "SQL_ALCHEMY_CONN")}'


[docs]DEFAULT_CELERY_CONFIG = {
    "accept_content": ["json"],
    "event_serializer": "json",
    "worker_prefetch_multiplier": conf.getint("celery", "worker_prefetch_multiplier", fallback=1),
    "task_acks_late": conf.getboolean("celery", "task_acks_late", fallback=True),
    "task_default_queue": conf.get("operators", "DEFAULT_QUEUE"),
    "task_default_exchange": conf.get("operators", "DEFAULT_QUEUE"),
    "task_track_started": conf.getboolean("celery", "task_track_started", fallback=True),
    "broker_url": broker_url,
    "broker_transport_options": broker_transport_options,
    "result_backend": result_backend,
    "database_engine_options": conf.getjson(
        "celery", "result_backend_sqlalchemy_engine_options", fallback={}
    ),
    "worker_concurrency": conf.getint("celery", "WORKER_CONCURRENCY", fallback=16),
    "worker_enable_remote_control": conf.getboolean("celery", "worker_enable_remote_control", fallback=True),
}



def _get_celery_ssl_active() -> bool:
    try:
        return conf.getboolean("celery", "SSL_ACTIVE")
    except AirflowConfigException:
        log.warning("Celery Executor will run without SSL")
        return False



[docs]celery_ssl_active = _get_celery_ssl_active()


try:
    if celery_ssl_active:
        if broker_url and "amqp://" in broker_url:

[docs]            broker_use_ssl = {
                "keyfile": conf.get("celery", "SSL_KEY"),
                "certfile": conf.get("celery", "SSL_CERT"),
                "ca_certs": conf.get("celery", "SSL_CACERT"),
                "cert_reqs": ssl.CERT_REQUIRED,
            }

        elif broker_url and re2.search("rediss?://|sentinel://", broker_url):
            broker_use_ssl = {
                "ssl_keyfile": conf.get("celery", "SSL_KEY"),
                "ssl_certfile": conf.get("celery", "SSL_CERT"),
                "ssl_ca_certs": conf.get("celery", "SSL_CACERT"),
                "ssl_cert_reqs": ssl.CERT_REQUIRED,
            }
        else:
            raise AirflowException(
                "The broker you configured does not support SSL_ACTIVE to be True. "
                "Please use RabbitMQ or Redis if you would like to use SSL for broker."
            )

        DEFAULT_CELERY_CONFIG["broker_use_ssl"] = broker_use_ssl
except AirflowConfigException:
    raise AirflowException(
        "AirflowConfigException: SSL_ACTIVE is True, "
        "please ensure SSL_KEY, "
        "SSL_CERT and SSL_CACERT are set"
    )
except Exception as e:
    raise AirflowException(
        f"Exception: There was an unknown Celery SSL Error. Please ensure you want to use SSL and/or have "
        f"all necessary certs and key ({e})."
    )


if match_not_recommended_backend:
    log.warning(
        "You have configured a result_backend using the protocol `%s`,"
        " it is highly recommended to use an alternative result_backend (i.e. a database).",
        match_not_recommended_backend.group(0).strip("://"),
    )

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