docs: upgrade lance spark bundle version (#571)

It seems that `claude code` picks the version from the docs, which is
still `com.lancedb:lance-bundle-spark_..:0.0.7`.

Update the version for future vibe coding examples

Author: eddyxu

docs/src/config.md

@@ -33,14 +33,14 @@ Lance provides SQL extensions that add additional functionality beyond standard
 === "Spark Shell"
     ```shell
     spark-shell \
-      --packages org.lance:lance-spark-bundle-3.5_2.12:0.0.7 \
+      --packages org.lance:lance-spark-bundle-3.5_2.12:0.4.0 \
       --conf spark.sql.extensions=org.lance.spark.extensions.LanceSparkSessionExtensions
     ```
 
 === "Spark Submit"
     ```shell
     spark-submit \
-      --packages org.lance:lance-spark-bundle-3.5_2.12:0.0.7 \
+      --packages org.lance:lance-spark-bundle-3.5_2.12:0.4.0 \
       --conf spark.sql.extensions=org.lance.spark.extensions.LanceSparkSessionExtensions \
       your-application.jar
     ```
@@ -75,7 +75,7 @@ and namespace-specific options:
 === "Scala"
     ```scala
     import org.apache.spark.sql.SparkSession
-    
+
     val spark = SparkSession.builder()
         .appName("lance-dir-example")
         .config("spark.sql.catalog.lance", "org.lance.spark.LanceNamespaceSparkCatalog")
@@ -87,7 +87,7 @@ and namespace-specific options:
 === "Java"
     ```java
     import org.apache.spark.sql.SparkSession;
-    
+
     SparkSession spark = SparkSession.builder()
         .appName("lance-dir-example")
         .config("spark.sql.catalog.lance", "org.lance.spark.LanceNamespaceSparkCatalog")
@@ -99,7 +99,7 @@ and namespace-specific options:
 === "Spark Shell"
     ```shell
     spark-shell \
-      --packages org.lance:lance-spark-bundle-3.5_2.12:0.0.7 \
+      --packages org.lance:lance-spark-bundle-3.5_2.12:0.4.0 \
       --conf spark.sql.catalog.lance=org.lance.spark.LanceNamespaceSparkCatalog \
       --conf spark.sql.catalog.lance.impl=dir \
       --conf spark.sql.catalog.lance.root=/path/to/lance/database
@@ -108,7 +108,7 @@ and namespace-specific options:
 === "Spark Submit"
     ```shell
     spark-submit \
-      --packages org.lance:lance-spark-bundle-3.5_2.12:0.0.7 \
+      --packages org.lance:lance-spark-bundle-3.5_2.12:0.4.0 \
       --conf spark.sql.catalog.lance=org.lance.spark.LanceNamespaceSparkCatalog \
       --conf spark.sql.catalog.lance.impl=dir \
       --conf spark.sql.catalog.lance.root=/path/to/lance/database \
@@ -148,7 +148,7 @@ Example settings:
         .config("spark.sql.catalog.lance.storage.secret_access_key", "def")
         .config("spark.sql.catalog.lance.storage.session_token", "ghi") \
         .getOrCreate()
-    ```    
+    ```
 
 === "MinIO"
     ```python
@@ -209,7 +209,7 @@ Here we use LanceDB Cloud as an example of the REST namespace:
 === "Spark Shell"
     ```shell
     spark-shell \
-      --packages org.lance:lance-spark-bundle-3.5_2.12:0.0.7 \
+      --packages org.lance:lance-spark-bundle-3.5_2.12:0.4.0 \
       --conf spark.sql.catalog.lance=org.lance.spark.LanceNamespaceSparkCatalog \
       --conf spark.sql.catalog.lance.impl=rest \
       --conf spark.sql.catalog.lance.headers.x-api-key=your-api-key \
@@ -220,7 +220,7 @@ Here we use LanceDB Cloud as an example of the REST namespace:
 === "Spark Submit"
     ```shell
     spark-submit \
-      --packages org.lance:lance-spark-bundle-3.5_2.12:0.0.7 \
+      --packages org.lance:lance-spark-bundle-3.5_2.12:0.4.0 \
       --conf spark.sql.catalog.lance=org.lance.spark.LanceNamespaceSparkCatalog \
       --conf spark.sql.catalog.lance.impl=rest \
       --conf spark.sql.catalog.lance.headers.x-api-key=your-api-key \
@@ -291,7 +291,7 @@ Using the Glue namespace requires additional dependencies beyond the main Lance
 Example with Spark Shell:
 ```shell
 spark-shell \
-  --packages org.lance:lance-spark-bundle-3.5_2.12:0.0.7,org.lance:lance-namespace-glue:0.0.7,software.amazon.awssdk:bundle:2.20.0 \
+  --packages org.lance:lance-spark-bundle-3.5_2.12:0.4.0,org.lance:lance-namespace-glue:0.3.0,software.amazon.awssdk:bundle:2.20.0 \
   --conf spark.sql.catalog.lance=org.lance.spark.LanceNamespaceSparkCatalog \
   --conf spark.sql.catalog.lance.impl=glue \
   --conf spark.sql.catalog.lance.root=s3://your-bucket/lance
@@ -401,7 +401,7 @@ Using Hive namespaces requires additional JARs beyond the main Lance Spark bundl
 Example with Spark Shell for Hive 3.x:
 ```shell
 spark-shell \
-  --packages org.lance:lance-spark-bundle-3.5_2.12:0.0.7,org.lance:lance-namespace-hive3:0.0.7 \
+  --packages org.lance:lance-spark-bundle-3.5_2.12:0.4.0,org.lance:lance-namespace-hive3:0.3.0 \
   --conf spark.sql.catalog.lance=org.lance.spark.LanceNamespaceSparkCatalog \
   --conf spark.sql.catalog.lance.impl=hive3 \
   --conf spark.sql.catalog.lance.hadoop.hive.metastore.uris=thrift://metastore:9083 \
@@ -499,4 +499,4 @@ Lance Spark maintains index and metadata caches to minimize redundant I/O. Cache
 | `LANCE_INDEX_CACHE_SIZE`   | 6GB     | Index cache size in bytes.       |
 | `LANCE_METADATA_CACHE_SIZE`| 1GB     | Metadata cache size in bytes.    |
 
-For details on how caching works and tuning recommendations, see [Performance Tuning - Caching](performance.md#caching).
+For details on how caching works and tuning recommendations, see [Performance Tuning - Caching](performance.md#caching).

docs/src/install.md

@@ -32,7 +32,7 @@ If you want to also include the bundled jar in your own bundle, remove the provi
     <dependency>
         <groupId>org.lance</groupId>
         <artifactId>lance-spark-bundle-3.5_2.12</artifactId>
-        <version>0.0.7</version>
+        <version>0.4.0</version>
         <scope>provided</scope>
     </dependency>
     ```
@@ -41,15 +41,15 @@ If you want to also include the bundled jar in your own bundle, remove the provi
     ```gradle   
     dependencies {
         // For Spark 3.5 (Scala 2.12)
-        compileOnly 'org.lance:lance-spark-bundle-3.5_2.12:0.0.7'
+        compileOnly 'org.lance:lance-spark-bundle-3.5_2.12:0.4.0'
     }
     ```
 
 === "sbt"
     ```scala
     libraryDependencies ++= Seq(
       // For Spark 3.5 (Scala 2.12)
-      "org.lance" %% "lance-spark-bundle-3.5_2.12" % "0.0.7" % "provided"
+      "org.lance" %% "lance-spark-bundle-3.5_2.12" % "0.4.0" % "provided"
     )
     ```