This is an automated email from the ASF dual-hosted git repository. ephraimanierobi pushed a commit to branch v2-6-test in repository https://gitbox.apache.org/repos/asf/airflow.git
commit 9d7a7e75585fc93102843265e4ca6322b2602b24 Author: Pankaj Koti <[email protected]> AuthorDate: Wed Jul 5 13:10:32 2023 +0530 Update index.rst doc to correct grammar (#32315) * Update index.rst doc to correct grammar * Address @uranusjr's comments (cherry picked from commit 43f3e57bf162293b92154f16a8ce33e6922fbf4e) --- docs/apache-airflow/index.rst | 16 ++++++++++++---- 1 file changed, 12 insertions(+), 4 deletions(-) diff --git a/docs/apache-airflow/index.rst b/docs/apache-airflow/index.rst index feaf2d388b..adc5f47eff 100644 --- a/docs/apache-airflow/index.rst +++ b/docs/apache-airflow/index.rst @@ -98,14 +98,22 @@ Rich scheduling and execution semantics enable you to easily define complex pipe intervals. Backfilling allows you to (re-)run pipelines on historical data after making changes to your logic. And the ability to rerun partial pipelines after resolving an error helps maximize efficiency. -Airflow's user interface provides both in-depth views of pipelines and individual tasks, and an overview of -pipelines over time. From the interface, you can inspect logs and manage tasks, for example retrying a task in +Airflow's user interface provides: + + 1. In-depth views of two things: + + i. Pipelines + ii. Tasks + + 2. Overview of your pipelines over time + +From the interface, you can inspect logs and manage tasks, for example retrying a task in case of failure. The open-source nature of Airflow ensures you work on components developed, tested, and used by many other `companies <https://github.com/apache/airflow/blob/main/INTHEWILD.md>`_ around the world. In the active `community <https://airflow.apache.org/community>`_ you can find plenty of helpful resources in the form of -blogs posts, articles, conferences, books, and more. You can connect with other peers via several channels +blog posts, articles, conferences, books, and more. You can connect with other peers via several channels such as `Slack <https://s.apache.org/airflow-slack>`_ and mailing lists. Airflow as a Platform is highly customizable. By utilizing :doc:`public-airflow-interface` you can extend @@ -115,7 +123,7 @@ Why not Airflow™? ================= Airflow™ was built for finite batch workflows. While the CLI and REST API do allow triggering workflows, -Airflow was not built for infinitely-running event-based workflows. Airflow is not a streaming solution. +Airflow was not built for infinitely running event-based workflows. Airflow is not a streaming solution. However, a streaming system such as Apache Kafka is often seen working together with Apache Airflow. Kafka can be used for ingestion and processing in real-time, event data is written to a storage location, and Airflow periodically starts a workflow processing a batch of data.
