From 0105566257b5ec0636bb83811bee8b70cc43c038 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 23 Dec 2025 17:22:53 +0000
Subject: [PATCH 1/4] Initial plan


From bd1645e1c690dafc45b0bf917846fc291a83ea97 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 23 Dec 2025 17:28:13 +0000
Subject: [PATCH 2/4] Fix broken DuckDB example in documentation to use SQL
 query with con.query()

Co-authored-by: ahuang11 <15331990+ahuang11@users.noreply.github.com>
---
 doc/index.md | 15 +++++++++++++--
 1 file changed, 13 insertions(+), 2 deletions(-)

diff --git a/doc/index.md b/doc/index.md
index f5607a2fe..33dfbf1fd 100644
--- a/doc/index.md
+++ b/doc/index.md
@@ -135,8 +135,19 @@ import duckdb
 import hvplot.duckdb
 from bokeh.sampledata.autompg import autompg_clean as df
 
-df_duckdb = duckdb.from_df(df)
-table = df_duckdb.groupby(['origin', 'mfr'])['mpg'].mean().sort_values().tail(5)
+# Create a DuckDB connection and register the DataFrame
+con = duckdb.connect(':memory:')
+con.register('autompg', df)
+
+# Query using DuckDB SQL to aggregate and filter data
+query = """
+SELECT origin, mfr, AVG(mpg) as mpg
+FROM autompg
+GROUP BY origin, mfr
+ORDER BY mpg DESC
+LIMIT 5
+"""
+table = con.query(query)
 table.hvplot.barh('mfr', 'mpg', by='origin', stacked=True)
 ```
 ```{image} ./_static/home/pandas.gif

From 9439135a8b388c4c6e2cfdbfd512bd5dd1f235e6 Mon Sep 17 00:00:00 2001
From: Andrew <15331990+ahuang11@users.noreply.github.com>
Date: Tue, 23 Dec 2025 10:24:58 -0800
Subject: [PATCH 3/4] Apply suggestions from code review

---
 doc/index.md | 2 --
 1 file changed, 2 deletions(-)

diff --git a/doc/index.md b/doc/index.md
index 33dfbf1fd..5ea26d093 100644
--- a/doc/index.md
+++ b/doc/index.md
@@ -135,11 +135,9 @@ import duckdb
 import hvplot.duckdb
 from bokeh.sampledata.autompg import autompg_clean as df
 
-# Create a DuckDB connection and register the DataFrame
 con = duckdb.connect(':memory:')
 con.register('autompg', df)
 
-# Query using DuckDB SQL to aggregate and filter data
 query = """
 SELECT origin, mfr, AVG(mpg) as mpg
 FROM autompg

From 45f22e905963a923284de4705968adc66652547e Mon Sep 17 00:00:00 2001
From: Andrew <15331990+ahuang11@users.noreply.github.com>
Date: Fri, 26 Dec 2025 11:02:47 -0800
Subject: [PATCH 4/4] Update doc/index.md

---
 doc/index.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/doc/index.md b/doc/index.md
index 5ea26d093..a9763c788 100644
--- a/doc/index.md
+++ b/doc/index.md
@@ -145,7 +145,7 @@ GROUP BY origin, mfr
 ORDER BY mpg DESC
 LIMIT 5
 """
-table = con.query(query)
+table = con.query(query).sort("mpg")
 table.hvplot.barh('mfr', 'mpg', by='origin', stacked=True)
 ```
 ```{image} ./_static/home/pandas.gif