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new 43f3e57bf1 Update index.rst doc to correct grammar (#32315)
43f3e57bf1 is described below
commit 43f3e57bf162293b92154f16a8ce33e6922fbf4e
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
---
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.