leekeiabstraction commented on code in PR #2461:
URL: https://github.com/apache/fluss/pull/2461#discussion_r2749404557


##########
website/docs/apis/python-client.md:
##########
@@ -0,0 +1,213 @@
+---
+title: "Python Client"
+sidebar_position: 2

Review Comment:
   Sidebar position 2 clashes with current position for `Client Support 
Matrix`. Update Client Support Matrix's to be larger.



##########
website/docs/apis/python-client.md:
##########
@@ -0,0 +1,213 @@
+---
+title: "Python Client"
+sidebar_position: 2
+---
+
+# Fluss Python Client
+
+## Overview
+The Fluss Python Client provides an interface for interacting with Fluss 
clusters. It supports asynchronous operations for managing resources and 
handling data.
+
+The client provides two main APIs:
+* **Admin API**: For managing databases, tables, partitions, and retrieving 
metadata.
+* **Table API**: For reading from and writing to Fluss tables.
+
+## Installation
+The Fluss Python client is provided as bindings within the Rust client 
repository. To install it from source:

Review Comment:
   This might change soon if we decide to release artefacts for 0.1.0.
   
   nit: The Fluss Python client is **currently**...
   



##########
website/docs/apis/python-client.md:
##########
@@ -0,0 +1,213 @@
+---
+title: "Python Client"
+sidebar_position: 2
+---
+
+# Fluss Python Client
+
+## Overview
+The Fluss Python Client provides an interface for interacting with Fluss 
clusters. It supports asynchronous operations for managing resources and 
handling data.
+
+The client provides two main APIs:
+* **Admin API**: For managing databases, tables, partitions, and retrieving 
metadata.
+* **Table API**: For reading from and writing to Fluss tables.
+
+## Installation
+The Fluss Python client is provided as bindings within the Rust client 
repository. To install it from source:
+
+```bash
+git clone https://github.com/apache/fluss-rust.git
+cd fluss-rust/bindings/python
+pip install .
+```
+
+## Initialization
+
+The `Connection` object is the entry point for interacting with Fluss. It is 
created using `Connection.create()` and requires a configuration dictionary.
+
+```python
+from fluss.client import Connection

Review Comment:
   Not a Python expert, but I run into the following error when importing the 
client package in python interpreter. (I'm on Mac). Am I missing something?
   
   ```bash
   keithlee@--- python % pip install .
   Processing /Users/keithlee/IdeaProjects/f/fluss-rust/bindings/python
     Installing build dependencies ... done
     Getting requirements to build wheel ... done
     Preparing metadata (pyproject.toml) ... done
   Collecting pandas>=2.3.1 (from fluss==0.1.0)
     Downloading pandas-3.0.0-cp314-cp314-macosx_11_0_arm64.whl.metadata (79 kB)
   Collecting pyarrow>=10.0.0 (from fluss==0.1.0)
     Downloading pyarrow-23.0.0-cp314-cp314-macosx_12_0_arm64.whl.metadata (3.0 
kB)
   Collecting numpy>=2.3.3 (from pandas>=2.3.1->fluss==0.1.0)
     Downloading numpy-2.4.1-cp314-cp314-macosx_14_0_arm64.whl.metadata (6.6 kB)
   Collecting python-dateutil>=2.8.2 (from pandas>=2.3.1->fluss==0.1.0)
     Downloading python_dateutil-2.9.0.post0-py2.py3-none-any.whl.metadata (8.4 
kB)
   Collecting six>=1.5 (from 
python-dateutil>=2.8.2->pandas>=2.3.1->fluss==0.1.0)
     Downloading six-1.17.0-py2.py3-none-any.whl.metadata (1.7 kB)
   Downloading pandas-3.0.0-cp314-cp314-macosx_11_0_arm64.whl (9.9 MB)
      ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 9.9/9.9 MB 29.6 MB/s  0:00:00
   Downloading numpy-2.4.1-cp314-cp314-macosx_14_0_arm64.whl (5.2 MB)
      ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 5.2/5.2 MB 45.2 MB/s  0:00:00
   Downloading pyarrow-23.0.0-cp314-cp314-macosx_12_0_arm64.whl (34.2 MB)
      ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 34.2/34.2 MB 54.9 MB/s  0:00:00
   Downloading python_dateutil-2.9.0.post0-py2.py3-none-any.whl (229 kB)
   Downloading six-1.17.0-py2.py3-none-any.whl (11 kB)
   Building wheels for collected packages: fluss
     Building wheel for fluss (pyproject.toml) ... done
     Created wheel for fluss: 
filename=fluss-0.1.0-cp314-cp314-macosx_11_0_arm64.whl size=4188845 
sha256=bd436c60504f8b6e3e90775706d3f70227814149c080e85a836f5ff4387a11a8
     Stored in directory: 
/private/var/folders/47/2p97sbt51xgdsqym52gn7cj80000gn/T/pip-ephem-wheel-cache-wg1s_vkk/wheels/d9/8f/5e/70d4bdfc4b18344a136d84aaa1fbc6c805c6b9ae074c3169c6
   Successfully built fluss
   Installing collected packages: six, pyarrow, numpy, python-dateutil, pandas, 
fluss
   Successfully installed fluss-0.1.0 numpy-2.4.1 pandas-3.0.0 pyarrow-23.0.0 
python-dateutil-2.9.0.post0 six-1.17.0
   
   [notice] A new release of pip is available: 25.3 -> 26.0
   [notice] To update, run: pip install --upgrade pip
   keithlee@--- python % python
   Python 3.14.2 (main, Dec 17 2025, 20:54:49) [Clang 21.1.4 ] on darwin
   Type "help", "copyright", "credits" or "license" for more information.
   >>> from fluss.client import Connection
   Traceback (most recent call last):
     File "<python-input-0>", line 1, in <module>
       from fluss.client import Connection
     File 
"/Users/keithlee/IdeaProjects/f/fluss-rust/bindings/python/fluss/__init__.py", 
line 18, in <module>
       from ._fluss import *
   ModuleNotFoundError: No module named 'fluss._fluss'
   ```



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