From 2ed5cb91358686b1fae752d6999d371d35250dd3 Mon Sep 17 00:00:00 2001
From: Sylvain Lesage <sylvain.lesage@huggingface.co>
Date: Mon, 12 Aug 2024 13:27:17 +0200
Subject: [PATCH] add diagram to polars page (#1369)

---
 docs/hub/datasets-polars.md | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/docs/hub/datasets-polars.md b/docs/hub/datasets-polars.md
index 314b85ac3..999ad2177 100644
--- a/docs/hub/datasets-polars.md
+++ b/docs/hub/datasets-polars.md
@@ -4,6 +4,12 @@
 
 Starting from version `1.2.0`, Polars provides _native_ support for the Hugging Face file system. This means that all the benefits of the Polars query optimizer (e.g. predicate and projection pushdown) are applied and Polars will only load the data necessary to complete the query. This significantly speeds up reading, especially for large datasets (see [optimizations](./datasets-polars-optimizations))
 
+You can use the Hugging Face paths (`hf://`) to access data on the Hub:
+
+<div class="flex justify-center">
+<img src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/polars_hf.png"/>
+</div>
+
 ## Getting started
 
 To get started, you can simply `pip install` Polars into your environment: