luoyuxia commented on code in PR #1279:
URL: https://github.com/apache/fluss/pull/1279#discussion_r2193798527


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website/blog/2025-07-06-hands-on-fluss-lakehouse.md:
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+---
+slug: hands-on-fluss-lakehouse
+title: "Hands-on Fluss Lakehouse"
+authors: [gyang94]
+toc_max_heading_level: 5
+---
+
+<!--
+ 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.
+-->
+
+# Hands-on Fluss Lakehouse
+
+Fluss persists historical data in a lakehouse storage layer while keeping 
real-time data in the Fluss server. A built-in tiering service continuously 
syncs fresh events into the lakehouse—enabling multiple query engines to run 
analytics over both hot and cold data. Fluss’s union-read feature then allows 
Flink jobs to transparently query from both the Fluss cluster and the lakehouse 
for seamless real-time processing.
+
+![](assets/hands_on_fluss_lakehouse/streamhouse.png)
+
+In this tutorial, we’ll show you how to build a local Fluss lakehouse 
environment, perform essential data operations, and get hands-on experience 
with the end-to-end Fluss lakehouse architecture.
+
+## Integrate the Lakehouse Locally
+
+We’ll use **Fluss 0.7** and **Flink 1.20** to run the tiering service on a 
local cluster, with **Paimon** as the lake format. Follow these steps:
+
+### Fluss Cluster Setup
+
+1. Download Fluss
+
+Get the Fluss 0.7 binary release from the [official 
site](https://alibaba.github.io/fluss-docs/downloads/).
+
+2. Configure the Data Lake
+
+Edit `<FLUSS_HOME>/conf/server.yaml` and add:
+
+```java
+data.dir: /tmp/fluss-data
+remote.data.dir: /tmp/fluss-remote-data
+
+datalake.format: paimon
+datalake.paimon.metastore: filesystem
+datalake.paimon.warehouse: /tmp/fluss-paimon-data

Review Comment:
   But I want to clarify that only paimon on minio(s3), not fluss on minio 
since currently Fluss doesn't support minio. 



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