| # 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 datetime import timedelta |
| |
| from airflow.sdk import dag, task |
| |
| |
| @task() |
| def python_task_1(): |
| print("python_task_1") |
| print("Push Python Task 'python_task_1' XCom:") |
| return "value_from_python_task_1" |
| |
| |
| @task.stub(queue="java") |
| def extract(): ... |
| |
| |
| @task.stub(queue="java") |
| def transform(extracted): ... |
| |
| |
| @task.stub(queue="java", retries=1, retry_delay=timedelta(seconds=5)) |
| def load(transformed): ... |
| |
| |
| @task.stub(queue="java") |
| def concurrent(): ... |
| |
| |
| # Keyword arguments bind to the public fields of the Java task's TaskInput. |
| @task.stub(queue="java") |
| def report(run_label, transformed): ... |
| |
| |
| @task.stub(queue="java") |
| def summarize(region_code, transformed): ... |
| |
| |
| @task.stub(queue="java") |
| def produce_number(): ... |
| |
| |
| @task.stub(queue="java") |
| def widen_to_long(value): ... |
| |
| |
| @task.stub(queue="java") |
| def widen_to_double(value): ... |
| |
| |
| @task.stub(queue="java") |
| def produce_nothing(): ... |
| |
| |
| @task.stub(queue="java") |
| def consume_nullable(value): ... |
| |
| |
| @task.stub(queue="java") |
| def produce_fraction(): ... |
| |
| |
| @task.stub(queue="java") |
| def consume_float(value): ... |
| |
| |
| @task.stub(queue="java") |
| def consume_double_list(values): ... |
| |
| |
| @task() |
| def python_task_2(transformed): |
| print("python_task_2") |
| print("Pull Java Task 'transform' XCom:") |
| print(transformed) |
| |
| |
| @dag(dag_id="java_interface_example") |
| def java_interface_example(): |
| extracted = extract() |
| python_task_1() >> extracted |
| transformed = transform(extracted) |
| python_task_2(transformed) |
| summarize(region_code="emea", transformed=transformed) |
| |
| |
| @dag(dag_id="java_annotation_example") |
| def java_annotation_example(): |
| extracted = extract() |
| python_task_1() >> extracted |
| transformed = transform(extracted) |
| python_task_2(transformed) |
| load(transformed) |
| report(run_label="nightly", transformed=transformed) |
| concurrent() |
| |
| |
| @dag(dag_id="java_xcom_casting_example") |
| def java_xcom_casting_example(): |
| widen_to_double(widen_to_long(produce_number())) |
| consume_nullable(produce_nothing()) |
| consume_float(produce_fraction()) |
| consume_double_list([1, 2]) |
| |
| |
| java_interface_example() |
| java_annotation_example() |
| java_xcom_casting_example() |