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- #
- # Licensed to the Apache Software Foundation (ASF) under one
- # or more contributor license agreements. See the NOTICE file
- # distributed with this work for additional information
- # regarding copyright ownership. The ASF licenses this file
- # to you under the Apache License, Version 2.0 (the
- # "License"); you may not use this file except in compliance
- # with the License. You may obtain a copy of the License at
- #
- # http://www.apache.org/licenses/LICENSE-2.0
- #
- # Unless required by applicable law or agreed to in writing,
- # software distributed under the License is distributed on an
- # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- # KIND, either express or implied. See the License for the
- # specific language governing permissions and limitations
- # under the License.
- from __future__ import annotations
- from typing import TYPE_CHECKING, Any, Callable, Mapping, Sequence
- from airflow.sensors.base import BaseSensorOperator, PokeReturnValue
- from airflow.utils.context import context_merge
- from airflow.utils.operator_helpers import determine_kwargs
- if TYPE_CHECKING:
- from airflow.utils.context import Context
- class PythonSensor(BaseSensorOperator):
- """
- Waits for a Python callable to return True.
- User could put input argument in templates_dict
- e.g ``templates_dict = {'start_ds': 1970}``
- and access the argument by calling ``kwargs['templates_dict']['start_ds']``
- in the callable
- :param python_callable: A reference to an object that is callable
- :param op_kwargs: a dictionary of keyword arguments that will get unpacked
- in your function
- :param op_args: a list of positional arguments that will get unpacked when
- calling your callable
- :param templates_dict: a dictionary where the values are templates that
- will get templated by the Airflow engine sometime between
- ``__init__`` and ``execute`` takes place and are made available
- in your callable's context after the template has been applied.
- .. seealso::
- For more information on how to use this sensor, take a look at the guide:
- :ref:`howto/operator:PythonSensor`
- """
- template_fields: Sequence[str] = ("templates_dict", "op_args", "op_kwargs")
- def __init__(
- self,
- *,
- python_callable: Callable,
- op_args: list | None = None,
- op_kwargs: Mapping[str, Any] | None = None,
- templates_dict: dict | None = None,
- **kwargs,
- ):
- super().__init__(**kwargs)
- self.python_callable = python_callable
- self.op_args = op_args or []
- self.op_kwargs = op_kwargs or {}
- self.templates_dict = templates_dict
- def poke(self, context: Context) -> PokeReturnValue | bool:
- context_merge(context, self.op_kwargs, templates_dict=self.templates_dict)
- self.op_kwargs = determine_kwargs(self.python_callable, self.op_args, context)
- self.log.info("Poking callable: %s", str(self.python_callable))
- return_value = self.python_callable(*self.op_args, **self.op_kwargs)
- if isinstance(return_value, PokeReturnValue):
- return return_value
- else:
- return PokeReturnValue(bool(return_value))
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