[MINOR] Fixing 0.12.1 docs (#7054)

apache · Oct 25, 2022 · 6645380 · 6645380
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diff --git a/website/docs/cli.md b/website/docs/cli.md
@@ -545,7 +545,7 @@ The following table shows the Hudi table versions corresponding to the Hudi rele
 
 | Hudi Table Version | Hudi Release Version(s) |
 |:-------------------|:------------------------|
-| `FIVE` or `5`      | 0.12.0 and above        |
+| `FIVE` or `5`      | 0.12.x                  |
 | `FOUR` or `4`      | 0.11.x                  |
 | `THREE` or `3`     | 0.10.x                  |
 | `TWO` or `2`       | 0.9.x                   |

diff --git a/website/docs/flink-quick-start-guide.md b/website/docs/flink-quick-start-guide.md
@@ -96,7 +96,7 @@ dependency to your project:
 <dependency>
     <groupId>org.apache.hudi</groupId>
     <artifactId>hudi-flink1.13-bundle</artifactId>
-    <version>0.12.0</version>
+    <version>0.12.1</version>
 </dependency>
 ```
 
@@ -105,7 +105,7 @@ dependency to your project:
 <dependency>
     <groupId>org.apache.hudi</groupId>
     <artifactId>hudi-flink1.14-bundle</artifactId>
-    <version>0.12.0</version>
+    <version>0.12.1</version>
 </dependency>
 ```
 
@@ -114,7 +114,7 @@ dependency to your project:
 <dependency>
     <groupId>org.apache.hudi</groupId>
     <artifactId>hudi-flink1.15-bundle</artifactId>
-    <version>0.12.0</version>
+    <version>0.12.1</version>
 </dependency>
 ```
 

diff --git a/website/docs/metadata_indexing.md b/website/docs/metadata_indexing.md
@@ -45,7 +45,7 @@ hoodie.write.lock.zookeeper.base_path=<zk_base_path>
 
 ```bash
 spark-submit \
---class org.apache.hudi.utilities.deltastreamer.HoodieDeltaStreamer `ls /Users/home/path/to/hudi-utilities-bundle/target/hudi-utilities-bundle_2.11-0.12.0-SNAPSHOT.jar` \
+--class org.apache.hudi.utilities.deltastreamer.HoodieDeltaStreamer `ls /Users/home/path/to/hudi-utilities-bundle/target/hudi-utilities-bundle_2.11-0.12.1-SNAPSHOT.jar` \
 --props `ls /Users/home/path/to/write/config.properties` \
 --source-class org.apache.hudi.utilities.sources.ParquetDFSSource  --schemaprovider-class org.apache.hudi.utilities.schema.FilebasedSchemaProvider \
 --source-ordering-field tpep_dropoff_datetime   \
@@ -91,7 +91,7 @@ Now, we can schedule indexing using `HoodieIndexer` in `schedule` mode as follow
 ```
 spark-submit \
 --class org.apache.hudi.utilities.HoodieIndexer \
-/Users/home/path/to/hudi-utilities-bundle/target/hudi-utilities-bundle_2.11-0.12.0-SNAPSHOT.jar \
+/Users/home/path/to/hudi-utilities-bundle/target/hudi-utilities-bundle_2.11-0.12.1-SNAPSHOT.jar \
 --props /Users/home/path/to/indexer.properties \
 --mode schedule \
 --base-path /tmp/hudi-ny-taxi \
@@ -110,7 +110,7 @@ To execute indexing, run the indexer in `execute` mode as below.
 ```
 spark-submit \
 --class org.apache.hudi.utilities.HoodieIndexer \
-/Users/home/path/to/hudi-utilities-bundle/target/hudi-utilities-bundle_2.11-0.12.0-SNAPSHOT.jar \
+/Users/home/path/to/hudi-utilities-bundle/target/hudi-utilities-bundle_2.11-0.12.1-SNAPSHOT.jar \
 --props /Users/home/path/to/indexer.properties \
 --mode execute \
 --base-path /tmp/hudi-ny-taxi \
@@ -165,7 +165,7 @@ To drop an index, just run the index in `dropindex` mode.
 ```
 spark-submit \
 --class org.apache.hudi.utilities.HoodieIndexer \
-/Users/home/path/to/hudi-utilities-bundle/target/hudi-utilities-bundle_2.11-0.12.0-SNAPSHOT.jar \
+/Users/home/path/to/hudi-utilities-bundle/target/hudi-utilities-bundle_2.11-0.12.1-SNAPSHOT.jar \
 --props /Users/home/path/to/indexer.properties \
 --mode dropindex \
 --base-path /tmp/hudi-ny-taxi \

diff --git a/website/docs/query_engine_setup.md b/website/docs/query_engine_setup.md
@@ -100,7 +100,7 @@ to `org.apache.hadoop.hive.ql.io.HiveInputFormat`. Then proceed to query the tab
 
 
 ## Redshift Spectrum
-Copy on Write Tables in Apache Hudi versions 0.5.2, 0.6.0, 0.7.0, 0.8.0, 0.9.0, 0.10.x, 0.11.x and 0.12.0 can be queried via Amazon Redshift Spectrum external tables.
+Copy on Write Tables in Apache Hudi versions 0.5.2, 0.6.0, 0.7.0, 0.8.0, 0.9.0, 0.10.x, 0.11.x and 0.12.x can be queried via Amazon Redshift Spectrum external tables.
 To be able to query Hudi versions 0.10.0 and above please try latest versions of Redshift.
 :::note
 Hudi tables are supported only when AWS Glue Data Catalog is used. It's not supported when you use an Apache Hive metastore as the external catalog.

diff --git a/website/docs/quick-start-guide.md b/website/docs/quick-start-guide.md
@@ -50,30 +50,30 @@ From the extracted directory run spark-shell with Hudi:
 ```shell
 # Spark 3.3
 spark-shell \
-  --packages org.apache.hudi:hudi-spark3.3-bundle_2.12:0.12.0 \
+  --packages org.apache.hudi:hudi-spark3.3-bundle_2.12:0.12.1 \
   --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
   --conf 'spark.sql.catalog.spark_catalog=org.apache.spark.sql.hudi.catalog.HoodieCatalog' \
   --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension'
 ```
 ```shell
 # Spark 3.2
 spark-shell \
-  --packages org.apache.hudi:hudi-spark3.2-bundle_2.12:0.12.0 \
+  --packages org.apache.hudi:hudi-spark3.2-bundle_2.12:0.12.1 \
   --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
   --conf 'spark.sql.catalog.spark_catalog=org.apache.spark.sql.hudi.catalog.HoodieCatalog' \
   --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension'
 ```
 ```shell
 # Spark 3.1
 spark-shell \
-  --packages org.apache.hudi:hudi-spark3.1-bundle_2.12:0.12.0 \
+  --packages org.apache.hudi:hudi-spark3.1-bundle_2.12:0.12.1 \
   --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
   --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension'
 ```
 ```shell
 # Spark 2.4
 spark-shell \
-  --packages org.apache.hudi:hudi-spark2.4-bundle_2.11:0.12.0 \
+  --packages org.apache.hudi:hudi-spark2.4-bundle_2.11:0.12.1 \
   --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
   --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension'
 ```
@@ -87,7 +87,7 @@ From the extracted directory run pyspark with Hudi:
 # Spark 3.3
 export PYSPARK_PYTHON=$(which python3)
 pyspark \
---packages org.apache.hudi:hudi-spark3.3-bundle_2.12:0.12.0 \
+--packages org.apache.hudi:hudi-spark3.3-bundle_2.12:0.12.1 \
 --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
 --conf 'spark.sql.catalog.spark_catalog=org.apache.spark.sql.hudi.catalog.HoodieCatalog' \
 --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension'
@@ -96,7 +96,7 @@ pyspark \
 # Spark 3.2
 export PYSPARK_PYTHON=$(which python3)
 pyspark \
---packages org.apache.hudi:hudi-spark3.2-bundle_2.12:0.12.0 \
+--packages org.apache.hudi:hudi-spark3.2-bundle_2.12:0.12.1 \
 --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
 --conf 'spark.sql.catalog.spark_catalog=org.apache.spark.sql.hudi.catalog.HoodieCatalog' \
 --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension'
@@ -105,15 +105,15 @@ pyspark \
 # Spark 3.1
 export PYSPARK_PYTHON=$(which python3)
 pyspark \
---packages org.apache.hudi:hudi-spark3.1-bundle_2.12:0.12.0 \
+--packages org.apache.hudi:hudi-spark3.1-bundle_2.12:0.12.1 \
 --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
 --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension'
 ```
 ```shell
 # Spark 2.4
 export PYSPARK_PYTHON=$(which python3)
 pyspark \
---packages org.apache.hudi:hudi-spark2.4-bundle_2.11:0.12.0 \
+--packages org.apache.hudi:hudi-spark2.4-bundle_2.11:0.12.1 \
 --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
 --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension'
 ```
@@ -126,27 +126,27 @@ From the extracted directory run Spark SQL with Hudi:
 
 ```shell
 # Spark 3.3
-spark-sql --packages org.apache.hudi:hudi-spark3.3-bundle_2.12:0.12.0 \
+spark-sql --packages org.apache.hudi:hudi-spark3.3-bundle_2.12:0.12.1 \
 --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
 --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension' \
 --conf 'spark.sql.catalog.spark_catalog=org.apache.spark.sql.hudi.catalog.HoodieCatalog'
 ```
 ```shell
 # Spark 3.2
-spark-sql --packages org.apache.hudi:hudi-spark3.2-bundle_2.12:0.12.0 \
+spark-sql --packages org.apache.hudi:hudi-spark3.2-bundle_2.12:0.12.1 \
 --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
 --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension' \
 --conf 'spark.sql.catalog.spark_catalog=org.apache.spark.sql.hudi.catalog.HoodieCatalog'
 ```
 ```shell
 # Spark 3.1
-spark-sql --packages org.apache.hudi:hudi-spark3.1-bundle_2.12:0.12.0 \
+spark-sql --packages org.apache.hudi:hudi-spark3.1-bundle_2.12:0.12.1 \
 --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
 --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension'
 ```
 ```shell
 # Spark 2.4
-spark-sql --packages org.apache.hudi:hudi-spark2.4-bundle_2.11:0.12.0 \
+spark-sql --packages org.apache.hudi:hudi-spark2.4-bundle_2.11:0.12.1 \
 --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
 --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension'
 ```
@@ -1390,7 +1390,7 @@ more details please refer to [procedures](procedures).
 
 You can also do the quickstart by [building hudi yourself](https://github.com/apache/hudi#building-apache-hudi-from-source), 
 and using `--jars <path to hudi_code>/packaging/hudi-spark-bundle/target/hudi-spark3.2-bundle_2.1?-*.*.*-SNAPSHOT.jar` in the spark-shell command above
-instead of `--packages org.apache.hudi:hudi-spark3.2-bundle_2.12:0.12.0`. Hudi also supports scala 2.12. Refer [build with scala 2.12](https://github.com/apache/hudi#build-with-different-spark-versions)
+instead of `--packages org.apache.hudi:hudi-spark3.2-bundle_2.12:0.12.1`. Hudi also supports scala 2.12. Refer [build with scala 2.12](https://github.com/apache/hudi#build-with-different-spark-versions)
 for more info.
 
 Also, we used Spark here to show case the capabilities of Hudi. However, Hudi can support multiple table types/query types and 

diff --git a/website/versioned_docs/version-0.12.1/cli.md b/website/versioned_docs/version-0.12.1/cli.md
@@ -501,7 +501,7 @@ The following table shows the Hudi table versions corresponding to the Hudi rele
 
 | Hudi Table Version | Hudi Release Version(s) |
 |:-------------------|:------------------------|
-| `FIVE` or `5`      | 0.12.0 and above        |
+| `FIVE` or `5`      | 0.12.x                  |
 | `FOUR` or `4`      | 0.11.x                  |
 | `THREE` or `3`     | 0.10.x                  |
 | `TWO` or `2`       | 0.9.x                   |

diff --git a/website/versioned_docs/version-0.12.1/flink-quick-start-guide.md b/website/versioned_docs/version-0.12.1/flink-quick-start-guide.md
@@ -96,7 +96,7 @@ dependency to your project:
 <dependency>
     <groupId>org.apache.hudi</groupId>
     <artifactId>hudi-flink1.13-bundle</artifactId>
-    <version>0.12.0</version>
+    <version>0.12.1</version>
 </dependency>
 ```
 
@@ -105,7 +105,7 @@ dependency to your project:
 <dependency>
     <groupId>org.apache.hudi</groupId>
     <artifactId>hudi-flink1.14-bundle</artifactId>
-    <version>0.12.0</version>
+    <version>0.12.1</version>
 </dependency>
 ```
 
@@ -114,7 +114,7 @@ dependency to your project:
 <dependency>
     <groupId>org.apache.hudi</groupId>
     <artifactId>hudi-flink1.15-bundle</artifactId>
-    <version>0.12.0</version>
+    <version>0.12.1</version>
 </dependency>
 ```
 

diff --git a/website/versioned_docs/version-0.12.1/metadata_indexing.md b/website/versioned_docs/version-0.12.1/metadata_indexing.md
@@ -45,7 +45,7 @@ hoodie.write.lock.zookeeper.base_path=<zk_base_path>
 
 ```bash
 spark-submit \
---class org.apache.hudi.utilities.deltastreamer.HoodieDeltaStreamer `ls /Users/home/path/to/hudi-utilities-bundle/target/hudi-utilities-bundle_2.11-0.12.0-SNAPSHOT.jar` \
+--class org.apache.hudi.utilities.deltastreamer.HoodieDeltaStreamer `ls /Users/home/path/to/hudi-utilities-bundle/target/hudi-utilities-bundle_2.11-0.12.1-SNAPSHOT.jar` \
 --props `ls /Users/home/path/to/write/config.properties` \
 --source-class org.apache.hudi.utilities.sources.ParquetDFSSource  --schemaprovider-class org.apache.hudi.utilities.schema.FilebasedSchemaProvider \
 --source-ordering-field tpep_dropoff_datetime   \
@@ -91,7 +91,7 @@ Now, we can schedule indexing using `HoodieIndexer` in `schedule` mode as follow
 ```
 spark-submit \
 --class org.apache.hudi.utilities.HoodieIndexer \
-/Users/home/path/to/hudi-utilities-bundle/target/hudi-utilities-bundle_2.11-0.12.0-SNAPSHOT.jar \
+/Users/home/path/to/hudi-utilities-bundle/target/hudi-utilities-bundle_2.11-0.12.1-SNAPSHOT.jar \
 --props /Users/home/path/to/indexer.properties \
 --mode schedule \
 --base-path /tmp/hudi-ny-taxi \
@@ -110,7 +110,7 @@ To execute indexing, run the indexer in `execute` mode as below.
 ```
 spark-submit \
 --class org.apache.hudi.utilities.HoodieIndexer \
-/Users/home/path/to/hudi-utilities-bundle/target/hudi-utilities-bundle_2.11-0.12.0-SNAPSHOT.jar \
+/Users/home/path/to/hudi-utilities-bundle/target/hudi-utilities-bundle_2.11-0.12.1-SNAPSHOT.jar \
 --props /Users/home/path/to/indexer.properties \
 --mode execute \
 --base-path /tmp/hudi-ny-taxi \
@@ -165,7 +165,7 @@ To drop an index, just run the index in `dropindex` mode.
 ```
 spark-submit \
 --class org.apache.hudi.utilities.HoodieIndexer \
-/Users/home/path/to/hudi-utilities-bundle/target/hudi-utilities-bundle_2.11-0.12.0-SNAPSHOT.jar \
+/Users/home/path/to/hudi-utilities-bundle/target/hudi-utilities-bundle_2.11-0.12.1-SNAPSHOT.jar \
 --props /Users/home/path/to/indexer.properties \
 --mode dropindex \
 --base-path /tmp/hudi-ny-taxi \

diff --git a/website/versioned_docs/version-0.12.1/query_engine_setup.md b/website/versioned_docs/version-0.12.1/query_engine_setup.md
@@ -92,7 +92,7 @@ to `org.apache.hadoop.hive.ql.io.HiveInputFormat`. Then proceed to query the tab
 
 
 ## Redshift Spectrum
-Copy on Write Tables in Apache Hudi versions 0.5.2, 0.6.0, 0.7.0, 0.8.0, 0.9.0, 0.10.x, 0.11.x and 0.12.0 can be queried via Amazon Redshift Spectrum external tables.
+Copy on Write Tables in Apache Hudi versions 0.5.2, 0.6.0, 0.7.0, 0.8.0, 0.9.0, 0.10.x, 0.11.x and 0.12.x can be queried via Amazon Redshift Spectrum external tables.
 To be able to query Hudi versions 0.10.0 and above please try latest versions of Redshift.
 :::note
 Hudi tables are supported only when AWS Glue Data Catalog is used. It's not supported when you use an Apache Hive metastore as the external catalog.

diff --git a/website/versioned_docs/version-0.12.1/quick-start-guide.md b/website/versioned_docs/version-0.12.1/quick-start-guide.md
@@ -50,30 +50,30 @@ From the extracted directory run spark-shell with Hudi:
 ```shell
 # Spark 3.3
 spark-shell \
-  --packages org.apache.hudi:hudi-spark3.3-bundle_2.12:0.12.0 \
+  --packages org.apache.hudi:hudi-spark3.3-bundle_2.12:0.12.1 \
   --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
   --conf 'spark.sql.catalog.spark_catalog=org.apache.spark.sql.hudi.catalog.HoodieCatalog' \
   --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension'
 ```
 ```shell
 # Spark 3.2
 spark-shell \
-  --packages org.apache.hudi:hudi-spark3.2-bundle_2.12:0.12.0 \
+  --packages org.apache.hudi:hudi-spark3.2-bundle_2.12:0.12.1 \
   --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
   --conf 'spark.sql.catalog.spark_catalog=org.apache.spark.sql.hudi.catalog.HoodieCatalog' \
   --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension'
 ```
 ```shell
 # Spark 3.1
 spark-shell \
-  --packages org.apache.hudi:hudi-spark3.1-bundle_2.12:0.12.0 \
+  --packages org.apache.hudi:hudi-spark3.1-bundle_2.12:0.12.1 \
   --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
   --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension'
 ```
 ```shell
 # Spark 2.4
 spark-shell \
-  --packages org.apache.hudi:hudi-spark2.4-bundle_2.11:0.12.0 \
+  --packages org.apache.hudi:hudi-spark2.4-bundle_2.11:0.12.1 \
   --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
   --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension'
 ```
@@ -87,7 +87,7 @@ From the extracted directory run pyspark with Hudi:
 # Spark 3.3
 export PYSPARK_PYTHON=$(which python3)
 pyspark \
---packages org.apache.hudi:hudi-spark3.3-bundle_2.12:0.12.0 \
+--packages org.apache.hudi:hudi-spark3.3-bundle_2.12:0.12.1 \
 --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
 --conf 'spark.sql.catalog.spark_catalog=org.apache.spark.sql.hudi.catalog.HoodieCatalog' \
 --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension'
@@ -96,7 +96,7 @@ pyspark \
 # Spark 3.2
 export PYSPARK_PYTHON=$(which python3)
 pyspark \
---packages org.apache.hudi:hudi-spark3.2-bundle_2.12:0.12.0 \
+--packages org.apache.hudi:hudi-spark3.2-bundle_2.12:0.12.1 \
 --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
 --conf 'spark.sql.catalog.spark_catalog=org.apache.spark.sql.hudi.catalog.HoodieCatalog' \
 --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension'
@@ -105,15 +105,15 @@ pyspark \
 # Spark 3.1
 export PYSPARK_PYTHON=$(which python3)
 pyspark \
---packages org.apache.hudi:hudi-spark3.1-bundle_2.12:0.12.0 \
+--packages org.apache.hudi:hudi-spark3.1-bundle_2.12:0.12.1 \
 --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
 --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension'
 ```
 ```shell
 # Spark 2.4
 export PYSPARK_PYTHON=$(which python3)
 pyspark \
---packages org.apache.hudi:hudi-spark2.4-bundle_2.11:0.12.0 \
+--packages org.apache.hudi:hudi-spark2.4-bundle_2.11:0.12.1 \
 --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
 --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension'
 ```
@@ -126,27 +126,27 @@ From the extracted directory run Spark SQL with Hudi:
 
 ```shell
 # Spark 3.3
-spark-sql --packages org.apache.hudi:hudi-spark3.3-bundle_2.12:0.12.0 \
+spark-sql --packages org.apache.hudi:hudi-spark3.3-bundle_2.12:0.12.1 \
 --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
 --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension' \
 --conf 'spark.sql.catalog.spark_catalog=org.apache.spark.sql.hudi.catalog.HoodieCatalog'
 ```
 ```shell
 # Spark 3.2
-spark-sql --packages org.apache.hudi:hudi-spark3.2-bundle_2.12:0.12.0 \
+spark-sql --packages org.apache.hudi:hudi-spark3.2-bundle_2.12:0.12.1 \
 --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
 --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension' \
 --conf 'spark.sql.catalog.spark_catalog=org.apache.spark.sql.hudi.catalog.HoodieCatalog'
 ```
 ```shell
 # Spark 3.1
-spark-sql --packages org.apache.hudi:hudi-spark3.1-bundle_2.12:0.12.0 \
+spark-sql --packages org.apache.hudi:hudi-spark3.1-bundle_2.12:0.12.1 \
 --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
 --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension'
 ```
 ```shell
 # Spark 2.4
-spark-sql --packages org.apache.hudi:hudi-spark2.4-bundle_2.11:0.12.0 \
+spark-sql --packages org.apache.hudi:hudi-spark2.4-bundle_2.11:0.12.1 \
 --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' \
 --conf 'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension'
 ```
@@ -1430,7 +1430,7 @@ more details please refer to [procedures](procedures).
 
 You can also do the quickstart by [building hudi yourself](https://github.com/apache/hudi#building-apache-hudi-from-source), 
 and using `--jars <path to hudi_code>/packaging/hudi-spark-bundle/target/hudi-spark3.2-bundle_2.1?-*.*.*-SNAPSHOT.jar` in the spark-shell command above
-instead of `--packages org.apache.hudi:hudi-spark3.2-bundle_2.12:0.12.0`. Hudi also supports scala 2.12. Refer [build with scala 2.12](https://github.com/apache/hudi#build-with-different-spark-versions)
+instead of `--packages org.apache.hudi:hudi-spark3.2-bundle_2.12:0.12.1`. Hudi also supports scala 2.12. Refer [build with scala 2.12](https://github.com/apache/hudi#build-with-different-spark-versions)
 for more info.
 
 Also, we used Spark here to show case the capabilities of Hudi. However, Hudi can support multiple table types/query types and