diff --git a/docs/get-started/xgboost-examples/csp/databricks/databricks.md b/docs/get-started/xgboost-examples/csp/databricks/databricks.md
index 35ae7fe8b..d9cd9f013 100644
--- a/docs/get-started/xgboost-examples/csp/databricks/databricks.md
+++ b/docs/get-started/xgboost-examples/csp/databricks/databricks.md
@@ -43,7 +43,7 @@ cluster.
    
     - [Databricks 9.1 LTS
     ML](https://docs.databricks.com/release-notes/runtime/9.1ml.html#system-environment) has CUDA 11
-    installed.  Users will need to use 22.02.0 or later on Databricks 9.1 LTS ML. In this case use
+    installed.  Users will need to use 21.12.0 or later on Databricks 9.1 LTS ML. In this case use
     [generate-init-script.ipynb](generate-init-script.ipynb) which will install
     the RAPIDS Spark plugin.
       
diff --git a/docs/get-started/xgboost-examples/csp/databricks/generate-init-script-10.4.ipynb b/docs/get-started/xgboost-examples/csp/databricks/generate-init-script-10.4.ipynb
index 5ec91ef90..2ef2dee46 100644
--- a/docs/get-started/xgboost-examples/csp/databricks/generate-init-script-10.4.ipynb
+++ b/docs/get-started/xgboost-examples/csp/databricks/generate-init-script-10.4.ipynb
@@ -26,8 +26,8 @@
     "cd ../../dbfs/FileStore/jars/\n",
     "sudo wget -O cudf-22.04.0-cuda11.jar https://repo1.maven.org/maven2/ai/rapids/cudf/22.04.0/cudf-22.04.0-cuda11.jar\n",
     "sudo wget -O rapids-4-spark_2.12-22.04.0.jar https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/22.04.0/rapids-4-spark_2.12-22.04.0.jar\n",
-    "sudo wget -O xgboost4j_3.0-1.4.2-0.2.0.jar https://repo1.maven.org/maven2/com/nvidia/xgboost4j_3.0/1.4.2-0.2.0/xgboost4j_3.0-1.4.2-0.2.0.jar\n",
-    "sudo wget -O xgboost4j-spark_3.0-1.4.2-0.2.0.jar https://repo1.maven.org/maven2/com/nvidia/xgboost4j-spark_3.0/1.4.2-0.2.0/xgboost4j-spark_3.0-1.4.2-0.2.0.jar\n",
+    "sudo wget -O xgboost4j_3.0-1.4.2-0.3.0.jar https://repo1.maven.org/maven2/com/nvidia/xgboost4j_3.0/1.4.2-0.3.0/xgboost4j_3.0-1.4.2-0.3.0.jar\n",
+    "sudo wget -O xgboost4j-spark_3.0-1.4.2-0.3.0.jar https://repo1.maven.org/maven2/com/nvidia/xgboost4j-spark_3.0/1.4.2-0.3.0/xgboost4j-spark_3.0-1.4.2-0.3.0.jar\n",
     "ls -ltr\n",
     "\n",
     "# Your Jars are downloaded in dbfs:/FileStore/jars directory"
@@ -57,10 +57,10 @@
    "source": [
     "dbutils.fs.put(\"/databricks/init_scripts/init.sh\",\"\"\"\n",
     "#!/bin/bash\n",
-    "sudo cp /dbfs/FileStore/jars/xgboost4j_3.0-1.4.2-0.2.0.jar /databricks/jars/spark--maven-trees--ml--10.x--xgboost-gpu--ml.dmlc--xgboost4j-gpu_2.12--ml.dmlc__xgboost4j-gpu_2.12__1.5.2.jar\n",
+    "sudo cp /dbfs/FileStore/jars/xgboost4j_3.0-1.4.2-0.3.0.jar /databricks/jars/spark--maven-trees--ml--10.x--xgboost-gpu--ml.dmlc--xgboost4j-gpu_2.12--ml.dmlc__xgboost4j-gpu_2.12__1.5.2.jar\n",
     "sudo cp /dbfs/FileStore/jars/cudf-22.04.0-cuda11.jar /databricks/jars/\n",
     "sudo cp /dbfs/FileStore/jars/rapids-4-spark_2.12-22.04.0.jar /databricks/jars/\n",
-    "sudo cp /dbfs/FileStore/jars/xgboost4j-spark_3.0-1.4.2-0.2.0.jar /databricks/jars/spark--maven-trees--ml--10.x--xgboost-gpu--ml.dmlc--xgboost4j-spark-gpu_2.12--ml.dmlc__xgboost4j-spark-gpu_2.12__1.5.2.jar\"\"\", True)"
+    "sudo cp /dbfs/FileStore/jars/xgboost4j-spark_3.0-1.4.2-0.3.0.jar /databricks/jars/spark--maven-trees--ml--10.x--xgboost-gpu--ml.dmlc--xgboost4j-spark-gpu_2.12--ml.dmlc__xgboost4j-spark-gpu_2.12__1.5.2.jar\"\"\", True)"
    ]
   },
   {
@@ -131,7 +131,7 @@
     "\n",
     "1. Edit your cluster, adding an initialization script from `dbfs:/databricks/init_scripts/init.sh` in the \"Advanced Options\" under \"Init Scripts\" tab\n",
     "2. Reboot the cluster\n",
-    "3. Go to \"Libraries\" tab under your cluster and install `dbfs:/FileStore/jars/xgboost4j-spark_3.0-1.4.2-0.2.0.jar` in your cluster by selecting the \"DBFS\" option for installing jars\n",
+    "3. Go to \"Libraries\" tab under your cluster and install `dbfs:/FileStore/jars/xgboost4j-spark_3.0-1.4.2-0.3.0.jar` in your cluster by selecting the \"DBFS\" option for installing jars\n",
     "4. Import the mortgage example notebook from `https://github.com/NVIDIA/spark-rapids-examples/blob/branch-22.04/examples/Spark-ETL+XGBoost/mortgage/notebooks/python/mortgage-gpu.ipynb`\n",
     "5. Inside the mortgage example notebook, update the data paths\n",
     "  `train_data = reader.schema(schema).option('header', True).csv('/data/mortgage/csv/small-train.csv')`\n",
diff --git a/docs/get-started/xgboost-examples/csp/databricks/generate-init-script.ipynb b/docs/get-started/xgboost-examples/csp/databricks/generate-init-script.ipynb
index ab613b79d..9645b1296 100644
--- a/docs/get-started/xgboost-examples/csp/databricks/generate-init-script.ipynb
+++ b/docs/get-started/xgboost-examples/csp/databricks/generate-init-script.ipynb
@@ -24,10 +24,10 @@
    "source": [
     "%sh\n",
     "cd ../../dbfs/FileStore/jars/\n",
-    "sudo wget -O cudf-22.02.0-cuda11.jar https://repo1.maven.org/maven2/ai/rapids/cudf/22.02.0/cudf-22.02.0-cuda11.jar\n",
-    "sudo wget -O rapids-4-spark_2.12-22.02.0.jar https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/22.02.0/rapids-4-spark_2.12-22.02.0.jar\n",
-    "sudo wget -O xgboost4j_3.0-1.4.2-0.2.0.jar https://repo1.maven.org/maven2/com/nvidia/xgboost4j_3.0/1.4.2-0.2.0/xgboost4j_3.0-1.4.2-0.2.0.jar\n",
-    "sudo wget -O xgboost4j-spark_3.0-1.4.2-0.2.0.jar https://repo1.maven.org/maven2/com/nvidia/xgboost4j-spark_3.0/1.4.2-0.2.0/xgboost4j-spark_3.0-1.4.2-0.2.0.jar\n",
+    "sudo wget -O cudf-22.04.0-cuda11.jar https://repo1.maven.org/maven2/ai/rapids/cudf/22.04.0/cudf-22.04.0-cuda11.jar\n",
+    "sudo wget -O rapids-4-spark_2.12-22.04.0.jar https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/22.04.0/rapids-4-spark_2.12-22.04.0.jar\n",
+    "sudo wget -O xgboost4j_3.0-1.4.2-0.3.0.jar https://repo1.maven.org/maven2/com/nvidia/xgboost4j_3.0/1.4.2-0.3.0/xgboost4j_3.0-1.4.2-0.3.0.jar\n",
+    "sudo wget -O xgboost4j-spark_3.0-1.4.2-0.3.0.jar https://repo1.maven.org/maven2/com/nvidia/xgboost4j-spark_3.0/1.4.2-0.3.0/xgboost4j-spark_3.0-1.4.2-0.3.0.jar\n",
     "ls -ltr\n",
     "\n",
     "# Your Jars are downloaded in dbfs:/FileStore/jars directory"
@@ -57,10 +57,10 @@
    "source": [
     "dbutils.fs.put(\"/databricks/init_scripts/init.sh\",\"\"\"\n",
     "#!/bin/bash\n",
-    "sudo cp /dbfs/FileStore/jars/xgboost4j_3.0-1.4.2-0.2.0.jar /databricks/jars/spark--maven-trees--ml--9.x--xgboost-gpu--ml.dmlc--xgboost4j-gpu_2.12--ml.dmlc__xgboost4j-gpu_2.12__1.4.1.jar\n",
-    "sudo cp /dbfs/FileStore/jars/cudf-22.02.0-cuda11.jar /databricks/jars/\n",
-    "sudo cp /dbfs/FileStore/jars/rapids-4-spark_2.12-22.02.0.jar /databricks/jars/\n",
-    "sudo cp /dbfs/FileStore/jars/xgboost4j-spark_3.0-1.4.2-0.2.0.jar /databricks/jars/spark--maven-trees--ml--9.x--xgboost-gpu--ml.dmlc--xgboost4j-spark-gpu_2.12--ml.dmlc__xgboost4j-spark-gpu_2.12__1.4.1.jar\"\"\", True)"
+    "sudo cp /dbfs/FileStore/jars/xgboost4j_3.0-1.4.2-0.3.0.jar /databricks/jars/spark--maven-trees--ml--9.x--xgboost-gpu--ml.dmlc--xgboost4j-gpu_2.12--ml.dmlc__xgboost4j-gpu_2.12__1.4.1.jar\n",
+    "sudo cp /dbfs/FileStore/jars/cudf-22.04.0-cuda11.jar /databricks/jars/\n",
+    "sudo cp /dbfs/FileStore/jars/rapids-4-spark_2.12-22.04.0.jar /databricks/jars/\n",
+    "sudo cp /dbfs/FileStore/jars/xgboost4j-spark_3.0-1.4.2-0.3.0.jar /databricks/jars/spark--maven-trees--ml--9.x--xgboost-gpu--ml.dmlc--xgboost4j-spark-gpu_2.12--ml.dmlc__xgboost4j-spark-gpu_2.12__1.4.1.jar\"\"\", True)"
    ]
   },
   {
@@ -131,8 +131,8 @@
     "\n",
     "1. Edit your cluster, adding an initialization script from `dbfs:/databricks/init_scripts/init.sh` in the \"Advanced Options\" under \"Init Scripts\" tab\n",
     "2. Reboot the cluster\n",
-    "3. Go to \"Libraries\" tab under your cluster and install `dbfs:/FileStore/jars/xgboost4j-spark_3.0-1.4.2-0.2.0.jar` in your cluster by selecting the \"DBFS\" option for installing jars\n",
-    "4. Import the mortgage example notebook from `https://github.com/NVIDIA/spark-rapids-examples/blob/branch-22.02/examples/Spark-ETL+XGBoost/mortgage/notebooks/python/mortgage-gpu.ipynb`\n",
+    "3. Go to \"Libraries\" tab under your cluster and install `dbfs:/FileStore/jars/xgboost4j-spark_3.0-1.4.2-0.3.0.jar` in your cluster by selecting the \"DBFS\" option for installing jars\n",
+    "4. Import the mortgage example notebook from `https://github.com/NVIDIA/spark-rapids-examples/blob/branch-22.04/examples/Spark-ETL+XGBoost/mortgage/notebooks/python/mortgage-gpu.ipynb`\n",
     "5. Inside the mortgage example notebook, update the data paths\n",
     "  `train_data = reader.schema(schema).option('header', True).csv('/data/mortgage/csv/small-train.csv')`\n",
     "  `trans_data = reader.schema(schema).option('header', True).csv('/data/mortgage/csv/small-trans.csv')`"
diff --git a/docs/get-started/xgboost-examples/on-prem-cluster/kubernetes-scala.md b/docs/get-started/xgboost-examples/on-prem-cluster/kubernetes-scala.md
index 8b850d028..efb960224 100644
--- a/docs/get-started/xgboost-examples/on-prem-cluster/kubernetes-scala.md
+++ b/docs/get-started/xgboost-examples/on-prem-cluster/kubernetes-scala.md
@@ -40,7 +40,7 @@ export SPARK_DOCKER_IMAGE=<gpu spark docker image repo and name>
 export SPARK_DOCKER_TAG=<spark docker image tag>
 
 pushd ${SPARK_HOME}
-wget https://github.com/NVIDIA/spark-rapids-examples/raw/branch-22.02/dockerfile/Dockerfile
+wget https://github.com/NVIDIA/spark-rapids-examples/raw/branch-22.04/dockerfile/Dockerfile
 
 # Optionally install additional jars into ${SPARK_HOME}/jars/
 
diff --git a/docs/get-started/xgboost-examples/on-prem-cluster/standalone-python.md b/docs/get-started/xgboost-examples/on-prem-cluster/standalone-python.md
index 8b4c0d279..199e33d04 100644
--- a/docs/get-started/xgboost-examples/on-prem-cluster/standalone-python.md
+++ b/docs/get-started/xgboost-examples/on-prem-cluster/standalone-python.md
@@ -95,8 +95,6 @@ ${SPARK_HOME}/bin/spark-submit \
     --conf spark.task.resource.gpu.amount=1 \
     --conf spark.plugins=com.nvidia.spark.SQLPlugin \
     --conf spark.rapids.sql.incompatibleDateFormats.enabled=true \
-    --conf spark.rapids.sql.csv.read.integer.enabled=true \
-    --conf spark.rapids.sql.csv.read.long.enabled=true \
     --conf spark.rapids.sql.csv.read.double.enabled=true \
     --py-files ${SAMPLE_ZIP} \
     main.py \
diff --git a/docs/get-started/xgboost-examples/on-prem-cluster/standalone-scala.md b/docs/get-started/xgboost-examples/on-prem-cluster/standalone-scala.md
index 8a9d7ff85..8cf15aaba 100644
--- a/docs/get-started/xgboost-examples/on-prem-cluster/standalone-scala.md
+++ b/docs/get-started/xgboost-examples/on-prem-cluster/standalone-scala.md
@@ -104,8 +104,6 @@ ${SPARK_HOME}/bin/spark-submit \
     --conf spark.task.resource.gpu.amount=1 \
     --conf spark.plugins=com.nvidia.spark.SQLPlugin \
     --conf spark.rapids.sql.incompatibleDateFormats.enabled=true \
-    --conf spark.rapids.sql.csv.read.integer.enabled=true \
-    --conf spark.rapids.sql.csv.read.long.enabled=true \
     --conf spark.rapids.sql.csv.read.double.enabled=true \
     --class com.nvidia.spark.examples.mortgage.ETLMain  \
     $SAMPLE_JAR \
diff --git a/docs/get-started/xgboost-examples/prepare-package-data/preparation-python.md b/docs/get-started/xgboost-examples/prepare-package-data/preparation-python.md
index 94cf6f9e1..1b0edd3d7 100644
--- a/docs/get-started/xgboost-examples/prepare-package-data/preparation-python.md
+++ b/docs/get-started/xgboost-examples/prepare-package-data/preparation-python.md
@@ -5,15 +5,15 @@ For simplicity export the location to these jars. All examples assume the packag
 ### Download the jars
 
 1. Download the XGBoost for Apache Spark jars
-   * [XGBoost4j Package](https://repo1.maven.org/maven2/com/nvidia/xgboost4j_3.0/1.4.2-0.2.0/)
-   * [XGBoost4j-Spark Package](https://repo1.maven.org/maven2/com/nvidia/xgboost4j-spark_3.0/1.4.2-0.2.0/)
+   * [XGBoost4j Package](https://repo1.maven.org/maven2/com/nvidia/xgboost4j_3.0/1.4.2-0.3.0/)
+   * [XGBoost4j-Spark Package](https://repo1.maven.org/maven2/com/nvidia/xgboost4j-spark_3.0/1.4.2-0.3.0/)
 
 2. Download the RAPIDS Accelerator for Apache Spark plugin jar
-   * [RAPIDS Spark Package](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/22.02.0/rapids-4-spark_2.12-22.02.0.jar)
+   * [RAPIDS Spark Package](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/22.04.0/rapids-4-spark_2.12-22.04.0.jar)
   
    Then download the version of the cudf jar that your version of the accelerator depends on.
 
-     * [cuDF Package](https://repo1.maven.org/maven2/ai/rapids/cudf/22.02.0/cudf-22.02.0-cuda11.jar)
+     * [cuDF Package](https://repo1.maven.org/maven2/ai/rapids/cudf/22.04.0/cudf-22.04.0-cuda11.jar)
 
 ### Build XGBoost Python Examples
 
@@ -29,10 +29,10 @@ You need to download Mortgage dataset to `/opt/xgboost` from this [site](https:/
 
 ``` bash
 export SPARK_XGBOOST_DIR=/opt/xgboost
-export CUDF_JAR=${SPARK_XGBOOST_DIR}/cudf-22.02.0-cuda11.jar
-export RAPIDS_JAR=${SPARK_XGBOOST_DIR}/rapids-4-spark_2.12-22.02.0.jar
-export XGBOOST4J_JAR=${SPARK_XGBOOST_DIR}/xgboost4j_3.0-1.4.2-0.2.0.jar
-export XGBOOST4J_SPARK_JAR=${SPARK_XGBOOST_DIR}/xgboost4j-spark_3.0-1.4.2-0.2.0.jar
+export CUDF_JAR=${SPARK_XGBOOST_DIR}/cudf-22.04.0-cuda11.jar
+export RAPIDS_JAR=${SPARK_XGBOOST_DIR}/rapids-4-spark_2.12-22.04.0.jar
+export XGBOOST4J_JAR=${SPARK_XGBOOST_DIR}/xgboost4j_3.0-1.4.2-0.3.0.jar
+export XGBOOST4J_SPARK_JAR=${SPARK_XGBOOST_DIR}/xgboost4j-spark_3.0-1.4.2-0.3.0.jar
 export SAMPLE_ZIP=${SPARK_XGBOOST_DIR}/samples.zip
 export MAIN_PY=${SPARK_XGBOOST_DIR}/main.py
 ```
diff --git a/docs/get-started/xgboost-examples/prepare-package-data/preparation-scala.md b/docs/get-started/xgboost-examples/prepare-package-data/preparation-scala.md
index 7de6fb185..c77c3aead 100644
--- a/docs/get-started/xgboost-examples/prepare-package-data/preparation-scala.md
+++ b/docs/get-started/xgboost-examples/prepare-package-data/preparation-scala.md
@@ -5,11 +5,11 @@ For simplicity export the location to these jars. All examples assume the packag
 ### Download the jars
 
 1. Download the RAPIDS Accelerator for Apache Spark plugin jar
-   * [RAPIDS Spark Package](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/22.02.0/rapids-4-spark_2.12-22.02.0.jar)
+   * [RAPIDS Spark Package](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/22.04.0/rapids-4-spark_2.12-22.04.0.jar)
   
    Then download the version of the cudf jar that your version of the accelerator depends on.
 
-     * [cuDF Package](https://repo1.maven.org/maven2/ai/rapids/cudf/22.02.0/cudf-22.02.0-cuda11.jar)
+     * [cuDF Package](https://repo1.maven.org/maven2/ai/rapids/cudf/22.04.0/cudf-22.04.0-cuda11.jar)
 
 ### Build XGBoost Scala Examples
 
@@ -25,7 +25,7 @@ You need to download mortgage dataset to `/opt/xgboost` from this [site](https:/
 
 ``` bash
 export SPARK_XGBOOST_DIR=/opt/xgboost
-export CUDF_JAR=${SPARK_XGBOOST_DIR}/cudf-22.02.0-cuda11.jar
-export RAPIDS_JAR=${SPARK_XGBOOST_DIR}/rapids-4-spark_2.12-22.02.0.jar
+export CUDF_JAR=${SPARK_XGBOOST_DIR}/cudf-22.04.0-cuda11.jar
+export RAPIDS_JAR=${SPARK_XGBOOST_DIR}/rapids-4-spark_2.12-22.04.0.jar
 export SAMPLE_JAR=${SPARK_XGBOOST_DIR}/sample_xgboost_apps-0.2.2-jar-with-dependencies.jar
 ```
diff --git a/examples/RAPIDS-accelerated-UDFs/README.md b/examples/RAPIDS-accelerated-UDFs/README.md
index 1ba332cb5..37c6fb5ed 100644
--- a/examples/RAPIDS-accelerated-UDFs/README.md
+++ b/examples/RAPIDS-accelerated-UDFs/README.md
@@ -108,8 +108,8 @@ See above Prerequisites section
 First finish the steps in "Building with Native Code Examples and run test cases" section, then do the following in the docker.
 
 ### Get jars from Maven Central
-[cudf-22.02.0-cuda11.jar](https://repo1.maven.org/maven2/ai/rapids/cudf/22.02.0/cudf-22.02.0-cuda11.jar)
-[rapids-4-spark_2.12-22.02.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/22.02.0/rapids-4-spark_2.12-22.02.0.jar)
+[cudf-22.04.0-cuda11.jar](https://repo1.maven.org/maven2/ai/rapids/cudf/22.04.0/cudf-22.04.0-cuda11.jar)
+[rapids-4-spark_2.12-22.04.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/22.04.0/rapids-4-spark_2.12-22.04.0.jar)
 
 ### Launch a local mode Spark
 
diff --git a/examples/RAPIDS-accelerated-UDFs/pom.xml b/examples/RAPIDS-accelerated-UDFs/pom.xml
index 0691ff78b..9a7c9a2a7 100644
--- a/examples/RAPIDS-accelerated-UDFs/pom.xml
+++ b/examples/RAPIDS-accelerated-UDFs/pom.xml
@@ -37,9 +37,9 @@
         <cuda.version>cuda11</cuda.version>
         <scala.binary.version>2.12</scala.binary.version>
         <!-- Update when releasing new version -->
-        <cudf.version>22.02.0</cudf.version>
+        <cudf.version>22.04.0</cudf.version>
         <!-- Depends on release version, Snapshot version is not published to the Maven Central -->
-        <rapids4spark.version>22.02.0</rapids4spark.version>
+        <rapids4spark.version>22.04.0</rapids4spark.version>
         <spark.version>3.1.1</spark.version>
         <scala.version>2.12.15</scala.version>
         <udf.native.build.path>${project.build.directory}/cpp-build</udf.native.build.path>
diff --git a/examples/Spark-ETL+XGBoost/aggregator/dependency-reduced-pom.xml b/examples/Spark-ETL+XGBoost/aggregator/dependency-reduced-pom.xml
index 6a41d7094..5e5d20fe7 100644
--- a/examples/Spark-ETL+XGBoost/aggregator/dependency-reduced-pom.xml
+++ b/examples/Spark-ETL+XGBoost/aggregator/dependency-reduced-pom.xml
@@ -34,13 +34,13 @@
     <dependency>
       <groupId>com.nvidia</groupId>
       <artifactId>xgboost4j_3.0</artifactId>
-      <version>1.4.2-0.2.0</version>
+      <version>1.4.2-0.3.0</version>
       <scope>compile</scope>
     </dependency>
     <dependency>
       <groupId>com.nvidia</groupId>
       <artifactId>xgboost4j-spark_3.0</artifactId>
-      <version>1.4.2-0.2.0</version>
+      <version>1.4.2-0.3.0</version>
       <scope>compile</scope>
     </dependency>
     <dependency>
diff --git a/examples/Spark-ETL+XGBoost/mortgage/notebooks/python/MortgageETL+XGBoost.ipynb b/examples/Spark-ETL+XGBoost/mortgage/notebooks/python/MortgageETL+XGBoost.ipynb
index 48d19ee25..2e9466fcb 100644
--- a/examples/Spark-ETL+XGBoost/mortgage/notebooks/python/MortgageETL+XGBoost.ipynb
+++ b/examples/Spark-ETL+XGBoost/mortgage/notebooks/python/MortgageETL+XGBoost.ipynb
@@ -624,9 +624,7 @@
     "spark.conf.set(\"spark.rapids.sql.incompatibleDateFormats.enabled\", \"true\")\n",
     "spark.conf.set(\"spark.rapids.sql.hasNans\", \"false\")\n",
     "# use GPU to read CSV\n",
-    "spark.conf.set(\"spark.rapids.sql.csv.read.long.enabled\", \"true\")\n",
-    "spark.conf.set(\"spark.rapids.sql.csv.read.double.enabled\", \"true\")\n",
-    "spark.conf.set(\"spark.rapids.sql.csv.read.integer.enabled\", \"true\")"
+    "spark.conf.set(\"spark.rapids.sql.csv.read.double.enabled\", \"true\")"
    ]
   },
   {
diff --git a/examples/Spark-ETL+XGBoost/mortgage/notebooks/python/MortgageETL.ipynb b/examples/Spark-ETL+XGBoost/mortgage/notebooks/python/MortgageETL.ipynb
index 7d192f5f1..5986ded5c 100644
--- a/examples/Spark-ETL+XGBoost/mortgage/notebooks/python/MortgageETL.ipynb
+++ b/examples/Spark-ETL+XGBoost/mortgage/notebooks/python/MortgageETL.ipynb
@@ -9,8 +9,8 @@
     "All data could be found at https://docs.rapids.ai/datasets/mortgage-data\n",
     "\n",
     "### 2. Download needed jars\n",
-    "* [cudf-22.02.0-cuda11.jar](https://repo1.maven.org/maven2/ai/rapids/cudf/22.02.0/)\n",
-    "* [rapids-4-spark_2.12-22.02.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/22.02.0/rapids-4-spark_2.12-22.02.0.jar)\n",
+    "* [cudf-22.04.0-cuda11.jar](https://repo1.maven.org/maven2/ai/rapids/cudf/22.04.0/)\n",
+    "* [rapids-4-spark_2.12-22.04.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/22.04.0/rapids-4-spark_2.12-22.04.0.jar)\n",
     "\n",
     "\n",
     "### 3. Start Spark Standalone\n",
@@ -18,7 +18,7 @@
     "\n",
     "### 4. Add ENV\n",
     "```\n",
-    "$ export SPARK_JARS=cudf-22.02.0-cuda11.jar,rapids-4-spark_2.12-22.02.0.jar\n",
+    "$ export SPARK_JARS=cudf-22.04.0-cuda11.jar,rapids-4-spark_2.12-22.04.0.jar\n",
     "$ export PYSPARK_DRIVER_PYTHON=jupyter \n",
     "$ export PYSPARK_DRIVER_PYTHON_OPTS=notebook\n",
     "```\n",
@@ -30,8 +30,6 @@
     "--jars ${SPARK_JARS}                \\\n",
     "--conf spark.plugins=com.nvidia.spark.SQLPlugin \\\n",
     "--conf spark.rapids.sql.incompatibleDateFormats.enabled=true \\\n",
-    "--conf spark.rapids.sql.csv.read.integer.enabled=true \\\n",
-    "--conf spark.rapids.sql.csv.read.long.enabled=true \\\n",
     "--conf spark.rapids.sql.csv.read.double.enabled=true \\\n",
     "--py-files ${SPARK_PY_FILES}\n",
     "```\n",
diff --git a/examples/Spark-ETL+XGBoost/mortgage/notebooks/scala/mortgage-ETL.ipynb b/examples/Spark-ETL+XGBoost/mortgage/notebooks/scala/mortgage-ETL.ipynb
index fea67cc5c..b768709cf 100644
--- a/examples/Spark-ETL+XGBoost/mortgage/notebooks/scala/mortgage-ETL.ipynb
+++ b/examples/Spark-ETL+XGBoost/mortgage/notebooks/scala/mortgage-ETL.ipynb
@@ -19,15 +19,15 @@
     "All data could be found at https://docs.rapids.ai/datasets/mortgage-data\n",
     "\n",
     "### 2. Download needed jars\n",
-    "* [cudf-22.02.0-cuda11.jar](https://repo1.maven.org/maven2/ai/rapids/cudf/22.02.0/)\n",
-    "* [rapids-4-spark_2.12-22.02.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/22.02.0/rapids-4-spark_2.12-22.02.0.jar)\n",
+    "* [cudf-22.04.0-cuda11.jar](https://repo1.maven.org/maven2/ai/rapids/cudf/22.04.0/)\n",
+    "* [rapids-4-spark_2.12-22.04.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/22.04.0/rapids-4-spark_2.12-22.04.0.jar)\n",
     "\n",
     "### 3. Start Spark Standalone\n",
     "Before Running the script, please setup Spark standalone mode\n",
     "\n",
     "### 4. Add ENV\n",
     "```\n",
-    "$ export SPARK_JARS=cudf-22.02.0-cuda11.jar,rapids-4-spark_2.12-22.02.0.jar\n",
+    "$ export SPARK_JARS=cudf-22.04.0-cuda11.jar,rapids-4-spark_2.12-22.04.0.jar\n",
     "\n",
     "```\n",
     "\n",
diff --git a/examples/Spark-ETL+XGBoost/mortgage/notebooks/scala/mortgage_gpu_crossvalidation.ipynb b/examples/Spark-ETL+XGBoost/mortgage/notebooks/scala/mortgage_gpu_crossvalidation.ipynb
index 174a82760..97c0e4f5a 100644
--- a/examples/Spark-ETL+XGBoost/mortgage/notebooks/scala/mortgage_gpu_crossvalidation.ipynb
+++ b/examples/Spark-ETL+XGBoost/mortgage/notebooks/scala/mortgage_gpu_crossvalidation.ipynb
@@ -160,10 +160,10 @@
     "```scala\n",
     "import org.apache.spark.sql.SparkSession\n",
     "val spark = SparkSession.builder().appName(\"Taxi-GPU\").getOrCreate\n",
-    "%AddJar file:/data/libs/cudf-22.02.0-cuda11.jar\n",
-    "%AddJar file:/data/libs/xgboost4j_3.0-1.4.2-0.2.0.jar\n",
-    "%AddJar file:/data/libs/xgboost4j-spark_3.0-1.4.2-0.2.0.jar\n",
-    "%AddJar file:/data/libs/rapids-4-spark_2.12-22.02.0.jar\n",
+    "%AddJar file:/data/libs/cudf-22.04.0-cuda11.jar\n",
+    "%AddJar file:/data/libs/xgboost4j_3.0-1.4.2-0.3.0.jar\n",
+    "%AddJar file:/data/libs/xgboost4j-spark_3.0-1.4.2-0.3.0.jar\n",
+    "%AddJar file:/data/libs/rapids-4-spark_2.12-22.04.0.jar\n",
     "// ...\n",
     "```"
    ]
diff --git a/examples/Spark-ETL+XGBoost/pom.xml b/examples/Spark-ETL+XGBoost/pom.xml
index 48cab9f90..9a8dc084f 100644
--- a/examples/Spark-ETL+XGBoost/pom.xml
+++ b/examples/Spark-ETL+XGBoost/pom.xml
@@ -38,7 +38,7 @@
 
     <properties>
         <encoding>UTF-8</encoding>
-        <xgboost.version>1.4.2-0.2.0</xgboost.version>
+        <xgboost.version>1.4.2-0.3.0</xgboost.version>
         <spark.version>3.1.1</spark.version>
         <scala.version>2.12.8</scala.version>
         <scala.binary.version>2.12</scala.binary.version>
diff --git a/examples/Spark-ETL+XGBoost/taxi/notebooks/python/taxi-ETL.ipynb b/examples/Spark-ETL+XGBoost/taxi/notebooks/python/taxi-ETL.ipynb
index 14c9fda2b..806955ead 100644
--- a/examples/Spark-ETL+XGBoost/taxi/notebooks/python/taxi-ETL.ipynb
+++ b/examples/Spark-ETL+XGBoost/taxi/notebooks/python/taxi-ETL.ipynb
@@ -19,15 +19,15 @@
     "All data could be found at https://www1.nyc.gov/site/tlc/about/tlc-trip-record-data.page\n",
     "\n",
     "### 2. Download needed jars\n",
-    "* [cudf-22.02.0-cuda11.jar](https://repo1.maven.org/maven2/ai/rapids/cudf/22.02.0/)\n",
-    "* [rapids-4-spark_2.12-22.02.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/22.02.0/rapids-4-spark_2.12-22.02.0.jar)\n",
+    "* [cudf-22.04.0-cuda11.jar](https://repo1.maven.org/maven2/ai/rapids/cudf/22.04.0/)\n",
+    "* [rapids-4-spark_2.12-22.04.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/22.04.0/rapids-4-spark_2.12-22.04.0.jar)\n",
     "\n",
     "### 3. Start Spark Standalone\n",
     "Before running the script, please setup Spark standalone mode\n",
     "\n",
     "### 4. Add ENV\n",
     "```\n",
-    "$ export SPARK_JARS=cudf-22.02.0-cuda11.jar,rapids-4-spark_2.12-22.02.0.jar\n",
+    "$ export SPARK_JARS=cudf-22.04.0-cuda11.jar,rapids-4-spark_2.12-22.04.0.jar\n",
     "$ export PYSPARK_DRIVER_PYTHON=jupyter \n",
     "$ export PYSPARK_DRIVER_PYTHON_OPTS=notebook\n",
     "```\n",
@@ -39,8 +39,6 @@
     "--jars ${SPARK_JARS}                \\\n",
     "--conf spark.plugins=com.nvidia.spark.SQLPlugin \\\n",
     "--conf spark.rapids.sql.incompatibleDateFormats.enabled=true \\\n",
-    "--conf spark.rapids.sql.csv.read.integer.enabled=true \\\n",
-    "--conf spark.rapids.sql.csv.read.long.enabled=true \\\n",
     "--conf spark.rapids.sql.csv.read.double.enabled=true \\\n",
     "--py-files ${SPARK_PY_FILES}\n",
     "```\n",
diff --git a/examples/Spark-ETL+XGBoost/taxi/notebooks/scala/taxi-ETL.ipynb b/examples/Spark-ETL+XGBoost/taxi/notebooks/scala/taxi-ETL.ipynb
index 18c9b422d..f71d71893 100644
--- a/examples/Spark-ETL+XGBoost/taxi/notebooks/scala/taxi-ETL.ipynb
+++ b/examples/Spark-ETL+XGBoost/taxi/notebooks/scala/taxi-ETL.ipynb
@@ -19,15 +19,15 @@
     "All data could be found at https://www1.nyc.gov/site/tlc/about/tlc-trip-record-data.page\n",
     "\n",
     "### 2. Download needed jars\n",
-    "* [cudf-22.02.0-cuda11.jar](https://repo1.maven.org/maven2/ai/rapids/cudf/22.02.0/)\n",
-    "* [rapids-4-spark_2.12-22.02.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/22.02.0/rapids-4-spark_2.12-22.02.0.jar)\n",
+    "* [cudf-22.04.0-cuda11.jar](https://repo1.maven.org/maven2/ai/rapids/cudf/22.04.0/)\n",
+    "* [rapids-4-spark_2.12-22.04.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/22.04.0/rapids-4-spark_2.12-22.04.0.jar)\n",
     "\n",
     "### 3. Start Spark Standalone\n",
     "Before running the script, please setup Spark standalone mode\n",
     "\n",
     "### 4. Add ENV\n",
     "```\n",
-    "$ export SPARK_JARS=cudf-22.02.0-cuda11.jar,rapids-4-spark_2.12-22.02.0.jar\n",
+    "$ export SPARK_JARS=cudf-22.04.0-cuda11.jar,rapids-4-spark_2.12-22.04.0.jar\n",
     "\n",
     "```\n",
     "\n",
diff --git a/examples/Spark-ETL+XGBoost/taxi/notebooks/scala/taxi_gpu_crossvalidation.ipynb b/examples/Spark-ETL+XGBoost/taxi/notebooks/scala/taxi_gpu_crossvalidation.ipynb
index 635814773..a9e5a12d3 100644
--- a/examples/Spark-ETL+XGBoost/taxi/notebooks/scala/taxi_gpu_crossvalidation.ipynb
+++ b/examples/Spark-ETL+XGBoost/taxi/notebooks/scala/taxi_gpu_crossvalidation.ipynb
@@ -150,10 +150,10 @@
     "```scala\n",
     "import org.apache.spark.sql.SparkSession\n",
     "val spark = SparkSession.builder().appName(\"Taxi-GPU\").getOrCreate\n",
-    "%AddJar file:/data/libs/cudf-22.02.0-cuda11.jar\n",
-    "%AddJar file:/data/libs/xgboost4j_3.0-1.4.2-0.2.0.jar\n",
-    "%AddJar file:/data/libs/xgboost4j-spark_3.0-1.4.2-0.2.0.jar\n",
-    "%AddJar file:/data/libs/rapids-4-spark-22.02.0.jar\n",
+    "%AddJar file:/data/libs/cudf-22.04.0-cuda11.jar\n",
+    "%AddJar file:/data/libs/xgboost4j_3.0-1.4.2-0.3.0.jar\n",
+    "%AddJar file:/data/libs/xgboost4j-spark_3.0-1.4.2-0.3.0.jar\n",
+    "%AddJar file:/data/libs/rapids-4-spark-22.04.0.jar\n",
     "// ...\n",
     "```"
    ]
diff --git a/examples/Spark-cuML/pca/README.md b/examples/Spark-cuML/pca/README.md
index 3ecb297d3..feca6fecb 100644
--- a/examples/Spark-cuML/pca/README.md
+++ b/examples/Spark-cuML/pca/README.md
@@ -12,14 +12,10 @@ User can also download the release jar from Maven central:
 
 [rapids-4-spark-ml_2.12-22.02.0-cuda11.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark-ml_2.12/22.02.0/rapids-4-spark-ml_2.12-22.02.0-cuda11.jar)
 
-[cudf-22.02.0-cuda11.jar](https://repo1.maven.org/maven2/ai/rapids/cudf/22.02.0/cudf-22.02.0-cuda11.jar)
+[cudf-22.04.0-cuda11.jar](https://repo1.maven.org/maven2/ai/rapids/cudf/22.04.0/cudf-22.04.0-cuda11.jar)
 
-[rapids-4-spark_2.12-22.02.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/22.02.0/rapids-4-spark_2.12-22.02.0.jar)
+[rapids-4-spark_2.12-22.04.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/22.04.0/rapids-4-spark_2.12-22.04.0.jar)
 
-Note: before preceeding to the running section, make sure you have conda with cuDF installed by
-```
-conda install -c rapidsai-nightly -c nvidia -c conda-forge cudf=21.12 python=3.8 -y
-```
 
 ## Sample code
 
@@ -54,8 +50,8 @@ It is assumed that a Standalone Spark cluster has been set up, the `SPARK_MASTER
 
     ``` bash
     RAPIDS_ML_JAR=PATH_TO_rapids-4-spark-ml_2.12-22.02.0-cuda11.jar
-    CUDF_JAR=PATH_TO_cudf-22.02.0-cuda11.jar
-    PLUGIN_JAR=PATH_TO_rapids-4-spark_2.12-22.02.0.jar
+    CUDF_JAR=PATH_TO_cudf-22.04.0-cuda11.jar
+    PLUGIN_JAR=PATH_TO_rapids-4-spark_2.12-22.04.0.jar
 
     jupyter toree install                                \
     --spark_home=${SPARK_HOME}                             \
diff --git a/examples/Spark-cuSpatial/README.md b/examples/Spark-cuSpatial/README.md
index 17b1d157a..df6ec0cb5 100644
--- a/examples/Spark-cuSpatial/README.md
+++ b/examples/Spark-cuSpatial/README.md
@@ -39,7 +39,7 @@ or you can build it [in local](#build-in-local) machine after some prerequisites
 4. [cuspatial](https://github.com/rapidsai/cuspatial): install libcuspatial
     ```Bash
     # get libcuspatial from conda
-    conda install -c rapidsai -c nvidia -c conda-forge  -c defaults libcuspatial=22.02
+    conda install -c rapidsai -c nvidia -c conda-forge  -c defaults libcuspatial=22.04
     # or below command for the nightly (aka SNAPSHOT) version.
     conda install -c rapidsai-nightly -c nvidia -c conda-forge  -c defaults libcuspatial=22.04
     ```
@@ -62,8 +62,8 @@ or you can build it [in local](#build-in-local) machine after some prerequisites
 2. Set up a standalone cluster of Spark. Make sure the conda/lib is included in LD_LIBRARY_PATH, so that spark executors can load libcuspatial.so.
 
 3. Download cuDF & spark-rapids jars
-   * [cuDF v22.02.0](https://repo1.maven.org/maven2/ai/rapids/cudf/22.02.0/cudf-22.02.0-cuda11.jar) or above
-   * [spark-rapids v22.02.0](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/22.02.0/rapids-4-spark_2.12-22.02.0.jar) or above
+   * [cuDF v22.04.0](https://repo1.maven.org/maven2/ai/rapids/cudf/22.04.0/cudf-22.04.0-cuda11.jar) or above
+   * [spark-rapids v22.04.0](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/22.04.0/rapids-4-spark_2.12-22.04.0.jar) or above
 4. Prepare the dataset & jars. Copy the sample dataset from [cuspatial_data](../../datasets/cuspatial_data.tar.gz) to "/data/cuspatial_data".
     Copy cuDF, spark-rapids & spark-cuspatial-22.04-SNAPSHOT.jar to "/data/cuspatial_data/jars".
     You can use your own path, but remember to update the paths in "gpu-run.sh" accordingly.
diff --git a/examples/Spark-cuSpatial/gpu-run.sh b/examples/Spark-cuSpatial/gpu-run.sh
index 642603751..99760f2d0 100755
--- a/examples/Spark-cuSpatial/gpu-run.sh
+++ b/examples/Spark-cuSpatial/gpu-run.sh
@@ -31,7 +31,7 @@ rm -rf $DATA_OUT_PATH
 # the path to keep the jars of cudf, spark-rapids & spark-cuspatial
 JARS=$ROOT_PATH/jars
 
-JARS_PATH=$JARS/cudf-22.02.0-cuda11.jar,$JARS/rapids-4-spark_2.12-22.02.0.jar,$JARS/spark-cuspatial-22.04-SNAPSHOT.jar
+JARS_PATH=$JARS/cudf-22.04.0-cuda11.jar,$JARS/rapids-4-spark_2.12-22.04.0.jar,$JARS/spark-cuspatial-22.04-SNAPSHOT.jar
 
 $SPARK_HOME/bin/spark-submit --master spark://$HOSTNAME:7077 \
 --name "Gpu Spatial Join UDF" \
diff --git a/examples/Spark-cuSpatial/notebooks/spatial_join_standalone.ipynb b/examples/Spark-cuSpatial/notebooks/spatial_join_standalone.ipynb
index 09d3bb7ac..91d3a7c2a 100644
--- a/examples/Spark-cuSpatial/notebooks/spatial_join_standalone.ipynb
+++ b/examples/Spark-cuSpatial/notebooks/spatial_join_standalone.ipynb
@@ -9,7 +9,7 @@
    "source": [
     "from pyspark.sql import SparkSession\n",
     "spark = SparkSession.builder \\\n",
-    "    .config(\"spark.jars\", \"/data/cuspatial_data/jars/cudf-22.02.0-cuda11.jar,/data/cuspatial_data/jars/rapids-4-spark_2.12-22.02.0.jar,/data/cuspatial_data/jars/spark-cuspatial-22.04-SNAPSHOT.jar\") \\\n",
+    "    .config(\"spark.jars\", \"/data/cuspatial_data/jars/cudf-22.04.0-cuda11.jar,/data/cuspatial_data/jars/rapids-4-spark_2.12-22.04.0.jar,/data/cuspatial_data/jars/spark-cuspatial-22.04-SNAPSHOT.jar\") \\\n",
     "    .config(\"spark.sql.adaptive.enabled\", \"false\") \\\n",
     "    .config(\"spark.executor.memory\", \"20GB\") \\\n",
     "    .config(\"spark.executor.cores\", \"6\") \\\n",
diff --git a/examples/Spark-cuSpatial/pom.xml b/examples/Spark-cuSpatial/pom.xml
index fc31ad53f..51992fb3b 100644
--- a/examples/Spark-cuSpatial/pom.xml
+++ b/examples/Spark-cuSpatial/pom.xml
@@ -30,7 +30,7 @@
     <maven.compiler.source>1.8</maven.compiler.source>
     <maven.compiler.target>1.8</maven.compiler.target>
     <java.major.version>8</java.major.version>
-    <rapids.version>22.02.0</rapids.version>
+    <rapids.version>22.04.0</rapids.version>
     <scala.binary.version>2.12</scala.binary.version>
     <spark.version>3.2.0</spark.version>
     <udf.native.build.path>${project.build.directory}/cpp-build</udf.native.build.path>
diff --git a/examples/micro-benchmarks/notebooks/micro-benchmarks-gpu.ipynb b/examples/micro-benchmarks/notebooks/micro-benchmarks-gpu.ipynb
index 7af48908a..6c41566a9 100644
--- a/examples/micro-benchmarks/notebooks/micro-benchmarks-gpu.ipynb
+++ b/examples/micro-benchmarks/notebooks/micro-benchmarks-gpu.ipynb
@@ -22,8 +22,8 @@
     "import os\n",
     "# Change to your cluster ip:port and directories\n",
     "SPARK_MASTER_URL = os.getenv(\"SPARK_MASTER_URL\", \"spark:your-ip:port\")\n",
-    "CUDF_JAR = os.getenv(\"CUDF_JAR\", \"/your-path/cudf-22.02.0-cuda11.jar\")\n",
-    "RAPIDS_JAR = os.getenv(\"RAPIDS_JAR\", \"/your-path/rapids-4-spark_2.12-22.02.0.jar\")\n"
+    "CUDF_JAR = os.getenv(\"CUDF_JAR\", \"/your-path/cudf-22.04.0-cuda11.jar\")\n",
+    "RAPIDS_JAR = os.getenv(\"RAPIDS_JAR\", \"/your-path/rapids-4-spark_2.12-22.04.0.jar\")\n"
    ]
   },
   {