diff --git a/.github/workflows/auto-merge.yml b/.github/workflows/auto-merge.yml
index 523fee346..3b3c83f94 100644
--- a/.github/workflows/auto-merge.yml
+++ b/.github/workflows/auto-merge.yml
@@ -18,7 +18,7 @@ name: auto-merge HEAD to BASE
 on:
   pull_request_target:
     branches:
-    - branch-24.02
+    - branch-24.04
     types: [closed]
 
 jobs:
@@ -27,16 +27,16 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
         with:
-          ref: branch-24.02 # force to fetch from latest upstream instead of PR ref
+          ref: branch-24.04 # force to fetch from latest upstream instead of PR ref
 
       - name: auto-merge job
         uses: ./.github/workflows/auto-merge
         env:
           OWNER: NVIDIA
           REPO_NAME: spark-rapids-examples
-          HEAD: branch-24.02
-          BASE: branch-24.04
+          HEAD: branch-24.04
+          BASE: branch-24.06
           AUTOMERGE_TOKEN: ${{ secrets.AUTOMERGE_TOKEN }} # use to merge PR
 
diff --git a/.github/workflows/signoff-check.yml b/.github/workflows/signoff-check.yml
index 40d36786b..1c7c229d5 100644
--- a/.github/workflows/signoff-check.yml
+++ b/.github/workflows/signoff-check.yml
@@ -23,7 +23,7 @@ jobs:
   signoff-check:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
 
       - name: sigoff-check job
         uses: ./.github/workflows/signoff-check
diff --git a/docs/get-started/xgboost-examples/csp/databricks/databricks.md b/docs/get-started/xgboost-examples/csp/databricks/databricks.md
index 574b3f94a..45514cd53 100644
--- a/docs/get-started/xgboost-examples/csp/databricks/databricks.md
+++ b/docs/get-started/xgboost-examples/csp/databricks/databricks.md
@@ -21,8 +21,7 @@ Navigate to your home directory in the UI and select **Create** > **File** from
 create an `init.sh` scripts with contents:   
    ```bash
    #!/bin/bash
-   sudo wget -O /databricks/jars/rapids-4-spark_2.12-24.02.0.jar https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/24.02.0/rapids-4-spark_2.12-24.02.0.jar
-   ```
+   sudo wget -O /databricks/jars/rapids-4-spark_2.12-24.04.0.jar https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/24.04.0/rapids-4-spark_2.12-24.04.0.jar
 1. Select the Databricks Runtime Version from one of the supported runtimes specified in the
    Prerequisites section.
 2. Choose the number of workers that matches the number of GPUs you want to use.
@@ -68,7 +67,7 @@ create an `init.sh` scripts with contents:
     ```bash
     spark.rapids.sql.python.gpu.enabled true
     spark.python.daemon.module rapids.daemon_databricks
-    spark.executorEnv.PYTHONPATH /databricks/jars/rapids-4-spark_2.12-24.02.0.jar:/databricks/spark/python
+    spark.executorEnv.PYTHONPATH /databricks/jars/rapids-4-spark_2.12-24.04.0.jar:/databricks/spark/python
     ```
    Note that since python memory pool require installing the cudf library, so you need to install cudf library in 
    each worker nodes `pip install cudf-cu11 --extra-index-url=https://pypi.nvidia.com` or disable python memory pool
diff --git a/docs/get-started/xgboost-examples/csp/databricks/init.sh b/docs/get-started/xgboost-examples/csp/databricks/init.sh
index 8be5d6b0d..129922bad 100644
--- a/docs/get-started/xgboost-examples/csp/databricks/init.sh
+++ b/docs/get-started/xgboost-examples/csp/databricks/init.sh
@@ -1,7 +1,7 @@
 sudo rm -f /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
 sudo rm -f /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
 
-sudo wget -O /databricks/jars/rapids-4-spark_2.12-24.02.0.jar https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/24.02.0/rapids-4-spark_2.12-24.02.0.jar
+sudo wget -O /databricks/jars/rapids-4-spark_2.12-24.04.0.jar https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/24.04.0/rapids-4-spark_2.12-24.04.0.jar
 sudo wget -O /databricks/jars/xgboost4j-gpu_2.12-1.7.1.jar https://repo1.maven.org/maven2/ml/dmlc/xgboost4j-gpu_2.12/1.7.1/xgboost4j-gpu_2.12-1.7.1.jar
 sudo wget -O /databricks/jars/xgboost4j-spark-gpu_2.12-1.7.1.jar https://repo1.maven.org/maven2/ml/dmlc/xgboost4j-spark-gpu_2.12/1.7.1/xgboost4j-spark-gpu_2.12-1.7.1.jar
 ls -ltr
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 096b53803..af070f7ef 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-24.02/dockerfile/Dockerfile
+wget https://github.com/NVIDIA/spark-rapids-examples/raw/branch-24.04/dockerfile/Dockerfile
 
 # Optionally install additional jars into ${SPARK_HOME}/jars/
 
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 89695717e..4cafb4cd8 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
@@ -5,7 +5,7 @@ For simplicity export the location to these jars. All examples assume the packag
 ### Download the jars
 
 Download the RAPIDS Accelerator for Apache Spark plugin jar
-  * [RAPIDS Spark Package](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/24.02.0/rapids-4-spark_2.12-24.02.0.jar)
+  * [RAPIDS Spark Package](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/24.04.0/rapids-4-spark_2.12-24.04.0.jar)
 
 ### Build XGBoost Python Examples
 
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 4da71efe1..08f350ebf 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
@@ -5,7 +5,7 @@ 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_2.12/24.02.0/rapids-4-spark_2.12-24.02.0.jar)
+   * [RAPIDS Spark Package](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/24.04.0/rapids-4-spark_2.12-24.04.0.jar)
 
 ### Build XGBoost Scala Examples
 
diff --git a/examples/ML+DL-Examples/Spark-cuML/pca/Dockerfile b/examples/ML+DL-Examples/Spark-cuML/pca/Dockerfile
index 5b6048e3d..2573682b1 100644
--- a/examples/ML+DL-Examples/Spark-cuML/pca/Dockerfile
+++ b/examples/ML+DL-Examples/Spark-cuML/pca/Dockerfile
@@ -18,7 +18,7 @@
 ARG CUDA_VER=11.8.0
 FROM nvidia/cuda:${CUDA_VER}-devel-ubuntu20.04
 # Please do not update the BRANCH_VER version
-ARG BRANCH_VER=24.02
+ARG BRANCH_VER=24.04
 
 RUN apt-get update
 RUN apt-get install -y wget ninja-build git
diff --git a/examples/ML+DL-Examples/Spark-cuML/pca/README.md b/examples/ML+DL-Examples/Spark-cuML/pca/README.md
index ed27ba2aa..7505c8941 100644
--- a/examples/ML+DL-Examples/Spark-cuML/pca/README.md
+++ b/examples/ML+DL-Examples/Spark-cuML/pca/README.md
@@ -12,9 +12,9 @@ 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)
 
-[rapids-4-spark_2.12-24.02.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/24.02.0/rapids-4-spark_2.12-24.02.0.jar)
+[rapids-4-spark_2.12-24.04.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/24.04.0/rapids-4-spark_2.12-24.04.0.jar)
 
-Note: This demo could only work with v22.02.0 spark-ml version, and only compatible with spark-rapids versions prior to 24.02.0 . Please do not update the version in release.
+Note: This demo could only work with v22.02.0 spark-ml version, and only compatible with spark-rapids versions prior to 24.04.0 . Please do not update the version in release.
 
 ## Sample code
 
@@ -49,7 +49,7 @@ 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
-    PLUGIN_JAR=PATH_TO_rapids-4-spark_2.12-24.02.0.jar
+    PLUGIN_JAR=PATH_TO_rapids-4-spark_2.12-24.04.0.jar
 
     jupyter toree install                                \
     --spark_home=${SPARK_HOME}                             \
diff --git a/examples/ML+DL-Examples/Spark-cuML/pca/pom.xml b/examples/ML+DL-Examples/Spark-cuML/pca/pom.xml
index c4c715d74..87d3bea90 100644
--- a/examples/ML+DL-Examples/Spark-cuML/pca/pom.xml
+++ b/examples/ML+DL-Examples/Spark-cuML/pca/pom.xml
@@ -1,6 +1,6 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <!--
-  ~ Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
+  ~ Copyright (c) 2021-2024, NVIDIA CORPORATION. All rights reserved.
   ~
   ~ Licensed under the Apache License, Version 2.0 (the "License");
   ~ you may not use this file except in compliance with the License.
@@ -21,7 +21,7 @@
     <groupId>com.nvidia</groupId>
     <artifactId>PCAExample</artifactId>
     <packaging>jar</packaging>
-    <version>24.02.0-SNAPSHOT</version>
+    <version>24.04.0-SNAPSHOT</version>
 
     <properties>
         <maven.compiler.source>8</maven.compiler.source>
@@ -51,8 +51,8 @@
         <dependency>
             <groupId>com.nvidia</groupId>
             <artifactId>rapids-4-spark-ml_2.12</artifactId>
-            <!--The last rapids-4-spark-ml release version is 22.02.0, snapshot version is 23.04.0-SNPASHOT! Please do not update the version-->
             <version>22.02.0</version>
+            <!--The last rapids-4-spark-ml release version is 22.02.0, snapshot version is 23.04.0-SNAPSHOT! Please do not update the version-->
         </dependency>
     </dependencies>
 
diff --git a/examples/ML+DL-Examples/Spark-cuML/pca/spark-submit.sh b/examples/ML+DL-Examples/Spark-cuML/pca/spark-submit.sh
index 1f6ca8e77..8302c980f 100755
--- a/examples/ML+DL-Examples/Spark-cuML/pca/spark-submit.sh
+++ b/examples/ML+DL-Examples/Spark-cuML/pca/spark-submit.sh
@@ -1,6 +1,6 @@
 #!/bin/bash
 #
-# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
+# Copyright (c) 2021-2024, NVIDIA CORPORATION. All rights reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -15,10 +15,10 @@
 # limitations under the License.
 #
 
-# Note that the last rapids-4-spark-ml release version is 22.02.0, snapshot version is 23.04.0-SNPASHOT, please do not update the version in release
+# Note that the last rapids-4-spark-ml release version is 22.02.0, snapshot version is 23.04.0-SNAPSHOT, please do not update the version in release
 ML_JAR=/root/.m2/repository/com/nvidia/rapids-4-spark-ml_2.12/22.02.0/rapids-4-spark-ml_2.12-22.02.0.jar
-PLUGIN_JAR=/root/.m2/repository/com/nvidia/rapids-4-spark_2.12/24.02.0/rapids-4-spark_2.12-24.02.0.jar
-Note: The last rapids-4-spark-ml release version is 22.02.0, snapshot version is 23.04.0-SNPASHOT.
+PLUGIN_JAR=/root/.m2/repository/com/nvidia/rapids-4-spark_2.12/24.04.0/rapids-4-spark_2.12-24.04.0.jar
+Note: The last rapids-4-spark-ml release version is 22.02.0, snapshot version is 23.04.0-SNAPSHOT.
 
 $SPARK_HOME/bin/spark-submit \
 --master spark://127.0.0.1:7077  \
@@ -40,4 +40,4 @@ $SPARK_HOME/bin/spark-submit \
 --conf spark.network.timeout=1000s \
 --jars $ML_JAR,$PLUGIN_JAR \
 --class com.nvidia.spark.examples.pca.Main \
-/workspace/target/PCAExample-24.02.0-SNAPSHOT.jar
+/workspace/target/PCAExample-24.04.0-SNAPSHOT.jar
diff --git a/examples/SQL+DF-Examples/micro-benchmarks/notebooks/micro-benchmarks-gpu.ipynb b/examples/SQL+DF-Examples/micro-benchmarks/notebooks/micro-benchmarks-gpu.ipynb
index 6b33dc841..7fb0695bd 100644
--- a/examples/SQL+DF-Examples/micro-benchmarks/notebooks/micro-benchmarks-gpu.ipynb
+++ b/examples/SQL+DF-Examples/micro-benchmarks/notebooks/micro-benchmarks-gpu.ipynb
@@ -22,7 +22,7 @@
     "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",
-    "RAPIDS_JAR = os.getenv(\"RAPIDS_JAR\", \"/your-path/rapids-4-spark_2.12-24.02.0.jar\")\n"
+    "RAPIDS_JAR = os.getenv(\"RAPIDS_JAR\", \"/your-path/rapids-4-spark_2.12-24.04.0.jar\")\n"
    ]
   },
   {
diff --git a/examples/UDF-Examples/RAPIDS-accelerated-UDFs/README.md b/examples/UDF-Examples/RAPIDS-accelerated-UDFs/README.md
index a102fb1c0..a05b19480 100644
--- a/examples/UDF-Examples/RAPIDS-accelerated-UDFs/README.md
+++ b/examples/UDF-Examples/RAPIDS-accelerated-UDFs/README.md
@@ -184,7 +184,7 @@ then do the following inside the Docker container.
 
 ### Get jars from Maven Central
 
-[rapids-4-spark_2.12-24.02.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/24.02.0/rapids-4-spark_2.12-24.02.0.jar)
+[rapids-4-spark_2.12-24.04.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/24.04.0/rapids-4-spark_2.12-24.04.0.jar)
 
 
 ### Launch a local mode Spark
diff --git a/examples/UDF-Examples/RAPIDS-accelerated-UDFs/pom.xml b/examples/UDF-Examples/RAPIDS-accelerated-UDFs/pom.xml
index 414c5ed18..7b4ff0cc5 100644
--- a/examples/UDF-Examples/RAPIDS-accelerated-UDFs/pom.xml
+++ b/examples/UDF-Examples/RAPIDS-accelerated-UDFs/pom.xml
@@ -1,6 +1,6 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <!--
-  Copyright (c) 2020-2022, NVIDIA CORPORATION.
+  Copyright (c) 2020-2024, NVIDIA CORPORATION.
 
   Licensed under the Apache License, Version 2.0 (the "License");
   you may not use this file except in compliance with the License.
@@ -25,7 +25,7 @@
         user defined functions for use with the RAPIDS Accelerator
         for Apache Spark
     </description>
-    <version>24.02.0-SNAPSHOT</version>
+    <version>24.04.0-SNAPSHOT</version>
 
     <properties>
         <maven.compiler.source>1.8</maven.compiler.source>
@@ -37,7 +37,7 @@
         <cuda.version>cuda11</cuda.version>
         <scala.binary.version>2.12</scala.binary.version>
         <!-- Depends on release version, Snapshot version is not published to the Maven Central -->
-        <rapids4spark.version>24.02.0</rapids4spark.version>
+        <rapids4spark.version>24.04.0</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/UDF-Examples/RAPIDS-accelerated-UDFs/src/main/cpp/CMakeLists.txt b/examples/UDF-Examples/RAPIDS-accelerated-UDFs/src/main/cpp/CMakeLists.txt
index 6412d7d63..9caab4f09 100755
--- a/examples/UDF-Examples/RAPIDS-accelerated-UDFs/src/main/cpp/CMakeLists.txt
+++ b/examples/UDF-Examples/RAPIDS-accelerated-UDFs/src/main/cpp/CMakeLists.txt
@@ -16,7 +16,7 @@
 
 cmake_minimum_required(VERSION 3.23.1 FATAL_ERROR)
 
-file(DOWNLOAD https://raw.githubusercontent.com/rapidsai/rapids-cmake/branch-24.02/RAPIDS.cmake
+file(DOWNLOAD https://raw.githubusercontent.com/rapidsai/rapids-cmake/branch-24.04/RAPIDS.cmake
      ${CMAKE_BINARY_DIR}/RAPIDS.cmake)
 include(${CMAKE_BINARY_DIR}/RAPIDS.cmake)
 
@@ -32,7 +32,7 @@ if(DEFINED GPU_ARCHS)
 endif()
 rapids_cuda_init_architectures(UDFEXAMPLESJNI)
 
-project(UDFEXAMPLESJNI VERSION 24.02.0 LANGUAGES C CXX CUDA)
+project(UDFEXAMPLESJNI VERSION 24.04.0 LANGUAGES C CXX CUDA)
 
 option(PER_THREAD_DEFAULT_STREAM "Build with per-thread default stream" OFF)
 option(BUILD_UDF_BENCHMARKS "Build the benchmarks" OFF)
@@ -84,10 +84,10 @@ set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -w --expt-extended-lambda --expt-relax
 set(CUDA_USE_STATIC_CUDA_RUNTIME ON)
 
 rapids_cpm_init()
-rapids_cpm_find(cudf 24.02.00
+rapids_cpm_find(cudf 24.04.00
         CPM_ARGS
         GIT_REPOSITORY  https://github.com/rapidsai/cudf.git
-        GIT_TAG         branch-24.02
+        GIT_TAG         branch-24.04
         GIT_SHALLOW     TRUE
         SOURCE_SUBDIR   cpp
         OPTIONS         "BUILD_TESTS OFF"
diff --git a/examples/UDF-Examples/Spark-cuSpatial/pom.xml b/examples/UDF-Examples/Spark-cuSpatial/pom.xml
index 88d7af3e8..909a1be5b 100644
--- a/examples/UDF-Examples/Spark-cuSpatial/pom.xml
+++ b/examples/UDF-Examples/Spark-cuSpatial/pom.xml
@@ -1,6 +1,6 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <!--
-  Copyright (c) 2022, NVIDIA CORPORATION.
+  Copyright (c) 2022-2024, NVIDIA CORPORATION.
 
   Licensed under the Apache License, Version 2.0 (the "License");
   you may not use this file except in compliance with the License.
@@ -24,7 +24,7 @@
   <name>UDF of the cuSpatial case for the RAPIDS Accelerator</name>
   <description>The RAPIDS accelerated user defined function of the cuSpatial case
     for use with the RAPIDS Accelerator for Apache Spark</description>
-  <version>24.02.0-SNAPSHOT</version>
+  <version>24.04.0-SNAPSHOT</version>
 
   <properties>
     <maven.compiler.source>1.8</maven.compiler.source>
diff --git a/examples/XGBoost-Examples/agaricus/notebooks/python/agaricus-gpu.ipynb b/examples/XGBoost-Examples/agaricus/notebooks/python/agaricus-gpu.ipynb
index b34565dda..d6d14583d 100644
--- a/examples/XGBoost-Examples/agaricus/notebooks/python/agaricus-gpu.ipynb
+++ b/examples/XGBoost-Examples/agaricus/notebooks/python/agaricus-gpu.ipynb
@@ -73,7 +73,7 @@
       "Setting default log level to \"WARN\".\n",
       "To adjust logging level use sc.setLogLevel(newLevel). For SparkR, use setLogLevel(newLevel).\n",
       "2022-11-30 06:57:40,550 WARN resource.ResourceUtils: The configuration of cores (exec = 2 task = 1, runnable tasks = 2) will result in wasted resources due to resource gpu limiting the number of runnable tasks per executor to: 1. Please adjust your configuration.\n",
-      "2022-11-30 06:57:54,195 WARN rapids.RapidsPluginUtils: RAPIDS Accelerator 24.02.0 using cudf 24.02.0.\n",
+      "2022-11-30 06:57:54,195 WARN rapids.RapidsPluginUtils: RAPIDS Accelerator 24.04.0 using cudf 24.04.0.\n",
       "2022-11-30 06:57:54,210 WARN rapids.RapidsPluginUtils: spark.rapids.sql.multiThreadedRead.numThreads is set to 20.\n",
       "2022-11-30 06:57:54,214 WARN rapids.RapidsPluginUtils: RAPIDS Accelerator is enabled, to disable GPU support set `spark.rapids.sql.enabled` to false.\n",
       "2022-11-30 06:57:54,214 WARN rapids.RapidsPluginUtils: spark.rapids.sql.explain is set to `NOT_ON_GPU`. Set it to 'NONE' to suppress the diagnostics logging about the query placement on the GPU.\n",
diff --git a/examples/XGBoost-Examples/mortgage/notebooks/python/MortgageETL.ipynb b/examples/XGBoost-Examples/mortgage/notebooks/python/MortgageETL.ipynb
index 4eb875ec3..e8b580a2c 100644
--- a/examples/XGBoost-Examples/mortgage/notebooks/python/MortgageETL.ipynb
+++ b/examples/XGBoost-Examples/mortgage/notebooks/python/MortgageETL.ipynb
@@ -6,10 +6,10 @@
    "source": [
     "## Prerequirement\n",
     "### 1. Download data\n",
-    "Dataset is derived from Fannie Mae’s [Single-Family Loan Performance Data](http://www.fanniemae.com/portal/funding-the-market/data/loan-performance-data.html) with all rights reserved by Fannie Mae. Refer to these [instructions](https://github.com/NVIDIA/spark-rapids-examples/blob/branch-23.12/docs/get-started/xgboost-examples/dataset/mortgage.md) to download the dataset.\n",
+    "Dataset is derived from Fannie Mae’s [Single-Family Loan Performance Data](http://www.fanniemae.com/portal/funding-the-market/data/loan-performance-data.html) with all rights reserved by Fannie Mae. Refer to these [instructions](https://github.com/NVIDIA/spark-rapids-examples/blob/branch-24.04/docs/get-started/xgboost-examples/dataset/mortgage.md) to download the dataset.\n",
     "\n",
     "### 2. Download needed jars\n",
-    "* [rapids-4-spark_2.12-24.02.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/24.02.0/rapids-4-spark_2.12-24.02.0.jar)\n",
+    "* [rapids-4-spark_2.12-24.04.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/24.04.0/rapids-4-spark_2.12-24.04.0.jar)\n",
     "\n",
     "\n",
     "### 3. Start Spark Standalone\n",
@@ -17,7 +17,7 @@
     "\n",
     "### 4. Add ENV\n",
     "```\n",
-    "$ export SPARK_JARS=rapids-4-spark_2.12-24.02.0.jar\n",
+    "$ export SPARK_JARS=rapids-4-spark_2.12-24.04.0.jar\n",
     "$ export PYSPARK_DRIVER_PYTHON=jupyter \n",
     "$ export PYSPARK_DRIVER_PYTHON_OPTS=notebook\n",
     "```\n",
diff --git a/examples/XGBoost-Examples/mortgage/notebooks/python/cv-mortgage-gpu.ipynb b/examples/XGBoost-Examples/mortgage/notebooks/python/cv-mortgage-gpu.ipynb
index 0383ceb7b..54c975af4 100644
--- a/examples/XGBoost-Examples/mortgage/notebooks/python/cv-mortgage-gpu.ipynb
+++ b/examples/XGBoost-Examples/mortgage/notebooks/python/cv-mortgage-gpu.ipynb
@@ -63,7 +63,7 @@
       "Setting default log level to \"WARN\".\n",
       "To adjust logging level use sc.setLogLevel(newLevel). For SparkR, use setLogLevel(newLevel).\n",
       "2022-11-25 09:34:43,952 WARN resource.ResourceUtils: The configuration of cores (exec = 4 task = 1, runnable tasks = 4) will result in wasted resources due to resource gpu limiting the number of runnable tasks per executor to: 1. Please adjust your configuration.\n",
-      "2022-11-25 09:34:58,155 WARN rapids.RapidsPluginUtils: RAPIDS Accelerator 24.02.0 using cudf 24.02.0.\n",
+      "2022-11-25 09:34:58,155 WARN rapids.RapidsPluginUtils: RAPIDS Accelerator 24.04.0 using cudf 24.04.0.\n",
       "2022-11-25 09:34:58,171 WARN rapids.RapidsPluginUtils: spark.rapids.sql.multiThreadedRead.numThreads is set to 20.\n",
       "2022-11-25 09:34:58,175 WARN rapids.RapidsPluginUtils: RAPIDS Accelerator is enabled, to disable GPU support set `spark.rapids.sql.enabled` to false.\n",
       "2022-11-25 09:34:58,175 WARN rapids.RapidsPluginUtils: spark.rapids.sql.explain is set to `NOT_ON_GPU`. Set it to 'NONE' to suppress the diagnostics logging about the query placement on the GPU.\n"
diff --git a/examples/XGBoost-Examples/mortgage/notebooks/python/mortgage-gpu.ipynb b/examples/XGBoost-Examples/mortgage/notebooks/python/mortgage-gpu.ipynb
index 67914b1bc..9312fc183 100644
--- a/examples/XGBoost-Examples/mortgage/notebooks/python/mortgage-gpu.ipynb
+++ b/examples/XGBoost-Examples/mortgage/notebooks/python/mortgage-gpu.ipynb
@@ -84,7 +84,7 @@
       "22/11/24 06:14:06 INFO org.apache.spark.SparkEnv: Registering BlockManagerMaster\n",
       "22/11/24 06:14:06 INFO org.apache.spark.SparkEnv: Registering BlockManagerMasterHeartbeat\n",
       "22/11/24 06:14:06 INFO org.apache.spark.SparkEnv: Registering OutputCommitCoordinator\n",
-      "22/11/24 06:14:07 WARN com.nvidia.spark.rapids.RapidsPluginUtils: RAPIDS Accelerator 24.02.0 using cudf 24.02.0.\n",
+      "22/11/24 06:14:07 WARN com.nvidia.spark.rapids.RapidsPluginUtils: RAPIDS Accelerator 24.04.0 using cudf 24.04.0.\n",
       "22/11/24 06:14:07 WARN com.nvidia.spark.rapids.RapidsPluginUtils: spark.rapids.sql.multiThreadedRead.numThreads is set to 20.\n",
       "22/11/24 06:14:07 WARN com.nvidia.spark.rapids.RapidsPluginUtils: RAPIDS Accelerator is enabled, to disable GPU support set `spark.rapids.sql.enabled` to false.\n",
       "22/11/24 06:14:07 WARN com.nvidia.spark.rapids.RapidsPluginUtils: spark.rapids.sql.explain is set to `NOT_ON_GPU`. Set it to 'NONE' to suppress the diagnostics logging about the query placement on the GPU.\n"
diff --git a/examples/XGBoost-Examples/mortgage/notebooks/scala/mortgage-ETL.ipynb b/examples/XGBoost-Examples/mortgage/notebooks/scala/mortgage-ETL.ipynb
index 447d88d41..b4c56be2e 100644
--- a/examples/XGBoost-Examples/mortgage/notebooks/scala/mortgage-ETL.ipynb
+++ b/examples/XGBoost-Examples/mortgage/notebooks/scala/mortgage-ETL.ipynb
@@ -20,14 +20,14 @@
     "Refer to these [instructions](https://github.com/NVIDIA/spark-rapids-examples/blob/branch-23.12/docs/get-started/xgboost-examples/dataset/mortgage.md) to download the dataset.\n",
     "\n",
     "### 2. Download needed jars\n",
-    "* [rapids-4-spark_2.12-24.02.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/24.02.0/rapids-4-spark_2.12-24.02.0.jar)\n",
+    "* [rapids-4-spark_2.12-24.04.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/24.04.0/rapids-4-spark_2.12-24.04.0.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=rapids-4-spark_2.12-24.02.0.jar\n",
+    "$ export SPARK_JARS=rapids-4-spark_2.12-24.04.0.jar\n",
     "\n",
     "```\n",
     "\n",
diff --git a/examples/XGBoost-Examples/taxi/notebooks/python/cv-taxi-gpu.ipynb b/examples/XGBoost-Examples/taxi/notebooks/python/cv-taxi-gpu.ipynb
index d00f505a5..19bedab47 100644
--- a/examples/XGBoost-Examples/taxi/notebooks/python/cv-taxi-gpu.ipynb
+++ b/examples/XGBoost-Examples/taxi/notebooks/python/cv-taxi-gpu.ipynb
@@ -62,7 +62,7 @@
       "Setting default log level to \"WARN\".\n",
       "To adjust logging level use sc.setLogLevel(newLevel). For SparkR, use setLogLevel(newLevel).\n",
       "2022-11-30 08:02:10,103 WARN resource.ResourceUtils: The configuration of cores (exec = 2 task = 1, runnable tasks = 2) will result in wasted resources due to resource gpu limiting the number of runnable tasks per executor to: 1. Please adjust your configuration.\n",
-      "2022-11-30 08:02:23,737 WARN rapids.RapidsPluginUtils: RAPIDS Accelerator 24.02.0 using cudf 24.02.0.\n",
+      "2022-11-30 08:02:23,737 WARN rapids.RapidsPluginUtils: RAPIDS Accelerator 24.04.0 using cudf 24.04.0.\n",
       "2022-11-30 08:02:23,752 WARN rapids.RapidsPluginUtils: spark.rapids.sql.multiThreadedRead.numThreads is set to 20.\n",
       "2022-11-30 08:02:23,756 WARN rapids.RapidsPluginUtils: RAPIDS Accelerator is enabled, to disable GPU support set `spark.rapids.sql.enabled` to false.\n",
       "2022-11-30 08:02:23,757 WARN rapids.RapidsPluginUtils: spark.rapids.sql.explain is set to `NOT_ON_GPU`. Set it to 'NONE' to suppress the diagnostics logging about the query placement on the GPU.\n",
diff --git a/examples/XGBoost-Examples/taxi/notebooks/python/taxi-ETL.ipynb b/examples/XGBoost-Examples/taxi/notebooks/python/taxi-ETL.ipynb
index 322e5e997..b82d5830a 100644
--- a/examples/XGBoost-Examples/taxi/notebooks/python/taxi-ETL.ipynb
+++ b/examples/XGBoost-Examples/taxi/notebooks/python/taxi-ETL.ipynb
@@ -19,14 +19,14 @@
     "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",
-    "* [rapids-4-spark_2.12-24.02.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/24.02.0/rapids-4-spark_2.12-24.02.0.jar)\n",
+    "* [rapids-4-spark_2.12-24.04.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/24.04.0/rapids-4-spark_2.12-24.04.0.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=rapids-4-spark_2.12-24.02.0.jar\n",
+    "$ export SPARK_JARS=rapids-4-spark_2.12-24.04.0.jar\n",
     "$ export PYSPARK_DRIVER_PYTHON=jupyter \n",
     "$ export PYSPARK_DRIVER_PYTHON_OPTS=notebook\n",
     "```\n",
diff --git a/examples/XGBoost-Examples/taxi/notebooks/python/taxi-gpu.ipynb b/examples/XGBoost-Examples/taxi/notebooks/python/taxi-gpu.ipynb
index 90fd7ab65..ce3ee91a1 100644
--- a/examples/XGBoost-Examples/taxi/notebooks/python/taxi-gpu.ipynb
+++ b/examples/XGBoost-Examples/taxi/notebooks/python/taxi-gpu.ipynb
@@ -73,7 +73,7 @@
       "Setting default log level to \"WARN\".\n",
       "To adjust logging level use sc.setLogLevel(newLevel). For SparkR, use setLogLevel(newLevel).\n",
       "2022-11-30 07:51:19,480 WARN resource.ResourceUtils: The configuration of cores (exec = 2 task = 1, runnable tasks = 2) will result in wasted resources due to resource gpu limiting the number of runnable tasks per executor to: 1. Please adjust your configuration.\n",
-      "2022-11-30 07:51:33,277 WARN rapids.RapidsPluginUtils: RAPIDS Accelerator 24.02.0 using cudf 24.02.0.\n",
+      "2022-11-30 07:51:33,277 WARN rapids.RapidsPluginUtils: RAPIDS Accelerator 24.04.0 using cudf 24.04.0.\n",
       "2022-11-30 07:51:33,292 WARN rapids.RapidsPluginUtils: spark.rapids.sql.multiThreadedRead.numThreads is set to 20.\n",
       "2022-11-30 07:51:33,295 WARN rapids.RapidsPluginUtils: RAPIDS Accelerator is enabled, to disable GPU support set `spark.rapids.sql.enabled` to false.\n",
       "2022-11-30 07:51:33,295 WARN rapids.RapidsPluginUtils: spark.rapids.sql.explain is set to `NOT_ON_GPU`. Set it to 'NONE' to suppress the diagnostics logging about the query placement on the GPU.\n",
diff --git a/examples/XGBoost-Examples/taxi/notebooks/scala/taxi-ETL.ipynb b/examples/XGBoost-Examples/taxi/notebooks/scala/taxi-ETL.ipynb
index 68dec87e5..11ff4e703 100644
--- a/examples/XGBoost-Examples/taxi/notebooks/scala/taxi-ETL.ipynb
+++ b/examples/XGBoost-Examples/taxi/notebooks/scala/taxi-ETL.ipynb
@@ -19,14 +19,14 @@
     "All data could be found at https://www1.nyc.gov/site/tlc/about/tlc-trip-record-data.page\n",
     "\n",
     "### 2. Download needed jar\n",
-    "* [rapids-4-spark_2.12-24.02.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/24.02.0/rapids-4-spark_2.12-24.02.0.jar)\n",
+    "* [rapids-4-spark_2.12-24.04.0.jar](https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark_2.12/24.04.0/rapids-4-spark_2.12-24.04.0.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=rapids-4-spark_2.12-24.02.0.jar\n",
+    "$ export SPARK_JARS=rapids-4-spark_2.12-24.04.0.jar\n",
     "\n",
     "```\n",
     "\n",
diff --git a/tools/databricks/[RAPIDS Accelerator for Apache Spark] Profiling Tool Notebook Template.ipynb b/tools/databricks/[RAPIDS Accelerator for Apache Spark] Profiling Tool Notebook Template.ipynb
index 47b9e9924..499332bc5 100644
--- a/tools/databricks/[RAPIDS Accelerator for Apache Spark] Profiling Tool Notebook Template.ipynb	
+++ b/tools/databricks/[RAPIDS Accelerator for Apache Spark] Profiling Tool Notebook Template.ipynb	
@@ -1,4 +1,3 @@
 {"cells":[{"cell_type":"markdown","metadata":{"application/vnd.databricks
 .v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"5156a76c-7af7-465d-aff4-41a2e54e3595",
-"showTitle":false,"title":""}},"source":["# Welcome to the Profiling Tool for the RAPIDS Accelerator for Apache Spark\n","To run the tool, you need to enter a log path that represents the DBFS location for your Spark GPU event logs.  Then you can select \"Run all\" to execute the notebook.  After the notebook completes, you will see various output tables show up below.  More options for running the profiling tool can be found here: https://docs.nvidia.com/spark-rapids/user-guide/latest/spark-profiling-tool.html#profiling-tool-options.\n","\n","## GPU Job Tuning Recommendations\n","This has general suggestions for tuning your applications to run optimally on GPUs.\n","\n","## Per-Job Profile\n","The profiler output includes information about the application, data sources, executors, SQL stages, Spark properties, and key application metrics at the job and stage levels."]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"53b4d770-9db6-4bd7-9b93-d036d375eac5","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .ansiout {\n","    display: block;\n","    unicode-bidi: embed;\n","    white-space: pre-wrap;\n","    word-wrap: break-word;\n","    word-break: break-all;\n","    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n","    font-size: 13px;\n","    color: #555;\n","    margin-left: 4px;\n","    line-height: 19px;\n","  }\n","</style>\n","<div class=\"ansiout\">Out[59]: 2011685</div>"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"<div class=\"ansiout\">Out[59]: 2011685</div>","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"html"}},"output_type":"display_data"}],"source":["import json\n","import requests\n","import base64\n","import shlex\n","import subprocess\n","import pandas as pd\n","\n","TOOL_JAR_URL = 'https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark-tools_2.12/24.02.0/rapids-4-spark-tools_2.12-24.02.0.jar'\n","TOOL_JAR_LOCAL_PATH = '/tmp/rapids-4-spark-tools.jar'\n","\n","# Profiling tool output directory.\n","OUTPUT_DIR = '/tmp' \n","\n","response = requests.get(TOOL_JAR_URL)\n","open(TOOL_JAR_LOCAL_PATH, \"wb\").write(response.content)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"f0e4371a-d2d9-4449-81ed-8f6c61ae8f80","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .ansiout {\n","    display: block;\n","    unicode-bidi: embed;\n","    white-space: pre-wrap;\n","    word-wrap: break-word;\n","    word-break: break-all;\n","    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n","    font-size: 13px;\n","    color: #555;\n","    margin-left: 4px;\n","    line-height: 19px;\n","  }\n","</style>\n","<div class=\"ansiout\"></div>"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"<div class=\"ansiout\"></div>","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"html"}},"output_type":"display_data"}],"source":["dbutils.widgets.text(\"log_path\", \"\")\n","eventlog_string=dbutils.widgets.get(\"log_path\") \n","\n","dbutils.widgets.text(\"output_path\", \"\")\n","outputpath_string=dbutils.widgets.get(\"output_path\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6c35e478-abe6-49b7-97f9-a8aba71f11d3","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .ansiout {\n","    display: block;\n","    unicode-bidi: embed;\n","    white-space: pre-wrap;\n","    word-wrap: break-word;\n","    word-break: break-all;\n","    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n","    font-size: 13px;\n","    color: #555;\n","    margin-left: 4px;\n","    line-height: 19px;\n","  }\n","</style>\n","<div class=\"ansiout\"></div>"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"<div class=\"ansiout\"></div>","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"html"}},"output_type":"display_data"}],"source":["worker_info_path = \"/tmp/worker_info.yaml\"\n","\n","worker_info = \"\"\"\n","  system:\n","    numCores: 32\n","    memory: 212992MiB\n","    numWorkers: 5\n","  gpu:\n","    memory: 15109MiB\n","    count: 4\n","    name: T4\n","  softwareProperties:\n","    spark.driver.maxResultSize: 7680m\n","    spark.driver.memory: 15360m\n","    spark.executor.cores: '8'\n","    spark.executor.instances: '2'\n","    spark.executor.memory: 47222m\n","    spark.executorEnv.OPENBLAS_NUM_THREADS: '1'\n","    spark.scheduler.mode: FAIR\n","    spark.sql.cbo.enabled: 'true'\n","    spark.ui.port: '0'\n","    spark.yarn.am.memory: 640m\n","\"\"\"\n","\n","with open(worker_info_path, 'w') as f:\n","    f.write(worker_info)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e9e7cecf-c2dc-4a0f-aea1-61a323e4ccc4","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .ansiout {\n","    display: block;\n","    unicode-bidi: embed;\n","    white-space: pre-wrap;\n","    word-wrap: break-word;\n","    word-break: break-all;\n","    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n","    font-size: 13px;\n","    color: #555;\n","    margin-left: 4px;\n","    line-height: 19px;\n","  }\n","</style>\n","<div class=\"ansiout\"></div>"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"<div class=\"ansiout\"></div>","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"html"}},"output_type":"display_data"}],"source":["!java -Xmx10g -cp /tmp/rapids-4-spark-tools.jar:/databricks/jars/* com.nvidia.spark.rapids.tool.profiling.ProfileMain --csv --worker-info $worker_info_path --auto-tuner -o $outputpath_string $eventlog_string &> /tmp/prof_debug.log"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"be0a2da7-1ee3-475e-96f9-303779edfd85","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .ansiout {\n","    display: block;\n","    unicode-bidi: embed;\n","    white-space: pre-wrap;\n","    word-wrap: break-word;\n","    word-break: break-all;\n","    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n","    font-size: 13px;\n","    color: #555;\n","    margin-left: 4px;\n","    line-height: 19px;\n","  }\n","</style>\n","<div class=\"ansiout\"></div>"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"<div class=\"ansiout\"></div>","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"html"}},"output_type":"display_data"}],"source":["import os\n","\n","app_df = pd.DataFrame(columns = ['appId', 'appName'])\n","\n","for x in os.scandir(outputpath_string + \"/rapids_4_spark_profile/\"):\n","  tmp_df = pd.read_csv(x.path + \"/application_information.csv\")\n","  app_df = app_df.append(tmp_df[['appId', 'appName']])"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a1e326ec-5701-4b08-ae0f-7df0c8440038","showTitle":false,"title":""}},"source":["## GPU Job Tuning Recommendations"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"4979f78c-44a0-4e54-b803-e5e194b71104","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .table-result-container {\n","    max-height: 300px;\n","    overflow: auto;\n","  }\n","  table, th, td {\n","    border: 1px solid black;\n","    border-collapse: collapse;\n","  }\n","  th, td {\n","    padding: 5px;\n","  }\n","  th {\n","    text-align: left;\n","  }\n","</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>app</th><th>recommendations</th></tr></thead><tbody><tr><td>app-20220210005817-0212</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=1197m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004538-0189</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210000414-0117</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=2353m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005713-0210</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210000744-0123</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002521-0154</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004801-0193</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=3158m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002620-0156</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210001501-0135</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=1365m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001417-0134</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=1365m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001930-0143</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005502-0206</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002316-0150</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004324-0185</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005039-0198</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210004834-0194</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=2099m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004011-0180</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004656-0191</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210001324-0133</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=2225m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210000856-0125</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210000241-0114</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002105-0146</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210000312-0115</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210003325-0169</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002654-0157</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005425-0205</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=1509m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210000700-0122</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001109-0129</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002138-0147</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001717-0139</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210000018-0110</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002725-0158</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210000933-0126</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210004617-0190</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005846-0213</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=1197m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210002757-0159</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001038-0128</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210000628-0121</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=3404m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210001959-0144</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210000556-0120</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004727-0192</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=3354m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005222-0201</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210000825-0124</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005536-0207</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001139-0130</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210000343-0116</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210003705-0176</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=2337m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210003359-0170</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005611-0208</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=2974m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210000119-0112</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=3061m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005322-0203</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210003900-0179</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004355-0186</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001648-0138</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002938-0162</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005354-0204</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210001821-0141</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=2530m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210005252-0202</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210002452-0153</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001617-0137</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210003254-0168</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004507-0188</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210001751-0140</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005642-0209</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210004905-0195</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210003751-0177</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002030-0145</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210001854-0142</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210002549-0155</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210001239-0132</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=2225m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004428-0187</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=3796m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002240-0149</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005147-0200</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=2974m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220523230623-0000</td><td>\n","Spark Properties:\n","--conf spark.executor.instances=20\n","--conf spark.executor.memory=16384m\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.shuffle.partitions=6\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' should be increased since spilling occurred.\n","</td></tr><tr><td>app-20220210000207-0113</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220209235945-0109</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210002349-0151</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002421-0152</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210000448-0118</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001005-0127</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210003149-0166</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210003635-0175</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210003223-0167</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004041-0181</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210003532-0173</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210003607-0174</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210003048-0164</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210004145-0183</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210003825-0178</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210003118-0165</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210000049-0111</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210000519-0119</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=3061m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210003015-0163</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005744-0211</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210005111-0199</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004217-0184</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002904-0161</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=3796m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001546-0136</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210003503-0172</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001209-0131</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004114-0182</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210002208-0148</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210002833-0160</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210003431-0171</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr></tbody></table></div>"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[["app-20220210005817-0212","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=1197m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004538-0189","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210000414-0117","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=2353m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005713-0210","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210000744-0123","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002521-0154","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004801-0193","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=3158m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002620-0156","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210001501-0135","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=1365m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001417-0134","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=1365m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001930-0143","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005502-0206","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002316-0150","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004324-0185","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005039-0198","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210004834-0194","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=2099m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004011-0180","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004656-0191","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210001324-0133","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=2225m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210000856-0125","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210000241-0114","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002105-0146","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210000312-0115","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210003325-0169","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002654-0157","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005425-0205","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=1509m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210000700-0122","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001109-0129","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002138-0147","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001717-0139","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210000018-0110","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002725-0158","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210000933-0126","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210004617-0190","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005846-0213","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=1197m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210002757-0159","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001038-0128","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210000628-0121","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=3404m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210001959-0144","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210000556-0120","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004727-0192","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=3354m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005222-0201","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210000825-0124","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005536-0207","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001139-0130","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210000343-0116","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210003705-0176","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=2337m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210003359-0170","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005611-0208","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=2974m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210000119-0112","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=3061m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005322-0203","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210003900-0179","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004355-0186","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001648-0138","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002938-0162","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005354-0204","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210001821-0141","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=2530m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210005252-0202","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210002452-0153","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001617-0137","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210003254-0168","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004507-0188","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210001751-0140","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005642-0209","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210004905-0195","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210003751-0177","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002030-0145","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210001854-0142","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210002549-0155","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210001239-0132","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=2225m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004428-0187","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=3796m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002240-0149","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005147-0200","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=2974m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220523230623-0000","\nSpark Properties:\n--conf spark.executor.instances=20\n--conf spark.executor.memory=16384m\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.shuffle.partitions=6\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' should be increased since spilling occurred.\n"],["app-20220210000207-0113","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220209235945-0109","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210002349-0151","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002421-0152","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210000448-0118","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001005-0127","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210003149-0166","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210003635-0175","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210003223-0167","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004041-0181","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210003532-0173","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210003607-0174","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210003048-0164","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210004145-0183","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210003825-0178","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210003118-0165","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210000049-0111","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210000519-0119","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=3061m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210003015-0163","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005744-0211","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210005111-0199","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004217-0184","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002904-0161","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=3796m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001546-0136","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210003503-0172","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001209-0131","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004114-0182","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210002208-0148","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210002833-0160","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210003431-0171","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":false,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"app","type":"\"string\""},{"metadata":"{}","name":"recommendations","type":"\"string\""}],"type":"table"}},"output_type":"display_data"}],"source":["app_list = app_df[\"appId\"].tolist()\n","app_recommendations = pd.DataFrame(columns=['app', 'recommendations'])\n","\n","for app in app_list:\n","  app_file = open(outputpath_string + \"/rapids_4_spark_profile/\" + app + \"/profile.log\")\n","  recommendations_start = 0\n","  recommendations_str = \"\"\n","  for line in app_file:\n","    if recommendations_start == 1:\n","      recommendations_str = recommendations_str + line\n","    if \"### D. Recommended Configuration ###\" in line:\n","      recommendations_start = 1\n","  app_recommendations = app_recommendations.append({'app': app, 'recommendations': recommendations_str}, ignore_index=True)\n","    \n","display(app_recommendations)"]}],"metadata":{"application/vnd.databricks.v1+notebook":{"dashboards":[{"elements":[{"dashboardResultIndex":0,"elementNUID":"be0a2da7-1ee3-475e-96f9-303779edfd85","elementType":"command","guid":"05eef9d3-7c55-4e26-8d1f-fa80338359e6","options":null,"position":{"height":6,"width":24,"x":0,"y":0,"z":null},"resultIndex":null}],"globalVars":{},"guid":"a9ea7799-040a-484e-a59d-c3cdf5072953","layoutOption":{"grid":true,"stack":true},"nuid":"91c1bfb2-695a-4e5c-8a25-848a433108dc","origId":2690941040041430,"title":"Executive View","version":"DashboardViewV1","width":1600},{"elements":[],"globalVars":{},"guid":"0896a45f-af1b-4849-b6c2-2b6abcb8b97b","layoutOption":{"grid":true,"stack":true},"nuid":"62243296-4562-4f06-90ac-d7a609f19c16","origId":2690941040041431,"title":"App View","version":"DashboardViewV1","width":1920}],"language":"python","notebookMetadata":{"pythonIndentUnit":2,"widgetLayout":[{"breakBefore":false,"name":"log_path","width":562},{"breakBefore":false,"name":"output_path","width":511}]},"notebookName":"[RAPIDS Accelerator for Apache Spark] Profiling Tool Notebook Template","notebookOrigID":2690941040041407,"widgets":{"log_path":{"currentValue":"/dbfs/user1/profiler_logs","nuid":"c7ce3870-db19-4813-b1cb-cead3f4c36f1","widgetInfo":{"defaultValue":"","label":null,"name":"log_path","options":{"validationRegex":null,"widgetType":"text"},"widgetType":"text"}},"output_path":{"currentValue":"/tmp","nuid":"a7d1d293-d8c3-452b-9ffb-786ea7a28843","widgetInfo":{"defaultValue":"","label":null,"name":"output_path","options":{"validationRegex":null,"widgetType":"text"},"widgetType":"text"}}}},"language_info":{"name":"python"}},"nbformat":4,"nbformat_minor":0}
-
+"showTitle":false,"title":""}},"source":["# Welcome to the Profiling Tool for the RAPIDS Accelerator for Apache Spark\n","To run the tool, you need to enter a log path that represents the DBFS location for your Spark GPU event logs.  Then you can select \"Run all\" to execute the notebook.  After the notebook completes, you will see various output tables show up below.  More options for running the profiling tool can be found here: https://docs.nvidia.com/spark-rapids/user-guide/latest/spark-profiling-tool.html#profiling-tool-options.\n","\n","## GPU Job Tuning Recommendations\n","This has general suggestions for tuning your applications to run optimally on GPUs.\n","\n","## Per-Job Profile\n","The profiler output includes information about the application, data sources, executors, SQL stages, Spark properties, and key application metrics at the job and stage levels."]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"53b4d770-9db6-4bd7-9b93-d036d375eac5","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .ansiout {\n","    display: block;\n","    unicode-bidi: embed;\n","    white-space: pre-wrap;\n","    word-wrap: break-word;\n","    word-break: break-all;\n","    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n","    font-size: 13px;\n","    color: #555;\n","    margin-left: 4px;\n","    line-height: 19px;\n","  }\n","</style>\n","<div class=\"ansiout\">Out[59]: 2011685</div>"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"<div class=\"ansiout\">Out[59]: 2011685</div>","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"html"}},"output_type":"display_data"}],"source":["import json\n","import requests\n","import base64\n","import shlex\n","import subprocess\n","import pandas as pd\n","\n","TOOL_JAR_URL = 'https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark-tools_2.12/24.04.0/rapids-4-spark-tools_2.12-24.04.0.jar'\n","TOOL_JAR_LOCAL_PATH = '/tmp/rapids-4-spark-tools.jar'\n","\n","# Profiling tool output directory.\n","OUTPUT_DIR = '/tmp' \n","\n","response = requests.get(TOOL_JAR_URL)\n","open(TOOL_JAR_LOCAL_PATH, \"wb\").write(response.content)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"f0e4371a-d2d9-4449-81ed-8f6c61ae8f80","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .ansiout {\n","    display: block;\n","    unicode-bidi: embed;\n","    white-space: pre-wrap;\n","    word-wrap: break-word;\n","    word-break: break-all;\n","    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n","    font-size: 13px;\n","    color: #555;\n","    margin-left: 4px;\n","    line-height: 19px;\n","  }\n","</style>\n","<div class=\"ansiout\"></div>"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"<div class=\"ansiout\"></div>","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"html"}},"output_type":"display_data"}],"source":["dbutils.widgets.text(\"log_path\", \"\")\n","eventlog_string=dbutils.widgets.get(\"log_path\") \n","\n","dbutils.widgets.text(\"output_path\", \"\")\n","outputpath_string=dbutils.widgets.get(\"output_path\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6c35e478-abe6-49b7-97f9-a8aba71f11d3","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .ansiout {\n","    display: block;\n","    unicode-bidi: embed;\n","    white-space: pre-wrap;\n","    word-wrap: break-word;\n","    word-break: break-all;\n","    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n","    font-size: 13px;\n","    color: #555;\n","    margin-left: 4px;\n","    line-height: 19px;\n","  }\n","</style>\n","<div class=\"ansiout\"></div>"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"<div class=\"ansiout\"></div>","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"html"}},"output_type":"display_data"}],"source":["worker_info_path = \"/tmp/worker_info.yaml\"\n","\n","worker_info = \"\"\"\n","  system:\n","    numCores: 32\n","    memory: 212992MiB\n","    numWorkers: 5\n","  gpu:\n","    memory: 15109MiB\n","    count: 4\n","    name: T4\n","  softwareProperties:\n","    spark.driver.maxResultSize: 7680m\n","    spark.driver.memory: 15360m\n","    spark.executor.cores: '8'\n","    spark.executor.instances: '2'\n","    spark.executor.memory: 47222m\n","    spark.executorEnv.OPENBLAS_NUM_THREADS: '1'\n","    spark.scheduler.mode: FAIR\n","    spark.sql.cbo.enabled: 'true'\n","    spark.ui.port: '0'\n","    spark.yarn.am.memory: 640m\n","\"\"\"\n","\n","with open(worker_info_path, 'w') as f:\n","    f.write(worker_info)"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"e9e7cecf-c2dc-4a0f-aea1-61a323e4ccc4","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .ansiout {\n","    display: block;\n","    unicode-bidi: embed;\n","    white-space: pre-wrap;\n","    word-wrap: break-word;\n","    word-break: break-all;\n","    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n","    font-size: 13px;\n","    color: #555;\n","    margin-left: 4px;\n","    line-height: 19px;\n","  }\n","</style>\n","<div class=\"ansiout\"></div>"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"<div class=\"ansiout\"></div>","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"html"}},"output_type":"display_data"}],"source":["!java -Xmx10g -cp /tmp/rapids-4-spark-tools.jar:/databricks/jars/* com.nvidia.spark.rapids.tool.profiling.ProfileMain --csv --worker-info $worker_info_path --auto-tuner -o $outputpath_string $eventlog_string &> /tmp/prof_debug.log"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"be0a2da7-1ee3-475e-96f9-303779edfd85","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .ansiout {\n","    display: block;\n","    unicode-bidi: embed;\n","    white-space: pre-wrap;\n","    word-wrap: break-word;\n","    word-break: break-all;\n","    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n","    font-size: 13px;\n","    color: #555;\n","    margin-left: 4px;\n","    line-height: 19px;\n","  }\n","</style>\n","<div class=\"ansiout\"></div>"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"<div class=\"ansiout\"></div>","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"html"}},"output_type":"display_data"}],"source":["import os\n","\n","app_df = pd.DataFrame(columns = ['appId', 'appName'])\n","\n","for x in os.scandir(outputpath_string + \"/rapids_4_spark_profile/\"):\n","  tmp_df = pd.read_csv(x.path + \"/application_information.csv\")\n","  app_df = app_df.append(tmp_df[['appId', 'appName']])"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"a1e326ec-5701-4b08-ae0f-7df0c8440038","showTitle":false,"title":""}},"source":["## GPU Job Tuning Recommendations"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"4979f78c-44a0-4e54-b803-e5e194b71104","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .table-result-container {\n","    max-height: 300px;\n","    overflow: auto;\n","  }\n","  table, th, td {\n","    border: 1px solid black;\n","    border-collapse: collapse;\n","  }\n","  th, td {\n","    padding: 5px;\n","  }\n","  th {\n","    text-align: left;\n","  }\n","</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>app</th><th>recommendations</th></tr></thead><tbody><tr><td>app-20220210005817-0212</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=1197m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004538-0189</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210000414-0117</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=2353m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005713-0210</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210000744-0123</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002521-0154</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004801-0193</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=3158m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002620-0156</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210001501-0135</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=1365m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001417-0134</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=1365m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001930-0143</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005502-0206</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002316-0150</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004324-0185</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005039-0198</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210004834-0194</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=2099m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004011-0180</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004656-0191</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210001324-0133</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=2225m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210000856-0125</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210000241-0114</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002105-0146</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210000312-0115</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210003325-0169</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002654-0157</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005425-0205</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=1509m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210000700-0122</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001109-0129</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002138-0147</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001717-0139</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210000018-0110</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002725-0158</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210000933-0126</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210004617-0190</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005846-0213</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=1197m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210002757-0159</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001038-0128</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210000628-0121</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=3404m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210001959-0144</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210000556-0120</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004727-0192</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=3354m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005222-0201</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210000825-0124</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005536-0207</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001139-0130</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210000343-0116</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210003705-0176</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=2337m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210003359-0170</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005611-0208</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=2974m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210000119-0112</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=3061m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005322-0203</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210003900-0179</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004355-0186</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001648-0138</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002938-0162</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005354-0204</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210001821-0141</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=2530m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210005252-0202</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210002452-0153</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001617-0137</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210003254-0168</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004507-0188</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210001751-0140</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005642-0209</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210004905-0195</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210003751-0177</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002030-0145</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210001854-0142</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210002549-0155</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210001239-0132</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=2225m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004428-0187</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=3796m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002240-0149</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005147-0200</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=2974m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220523230623-0000</td><td>\n","Spark Properties:\n","--conf spark.executor.instances=20\n","--conf spark.executor.memory=16384m\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.shuffle.partitions=6\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' should be increased since spilling occurred.\n","</td></tr><tr><td>app-20220210000207-0113</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220209235945-0109</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210002349-0151</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002421-0152</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210000448-0118</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001005-0127</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210003149-0166</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210003635-0175</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210003223-0167</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004041-0181</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210003532-0173</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210003607-0174</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210003048-0164</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210004145-0183</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210003825-0178</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210003118-0165</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210000049-0111</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210000519-0119</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=3061m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210003015-0163</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210005744-0211</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210005111-0199</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004217-0184</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210002904-0161</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=3796m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001546-0136</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210003503-0172</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210001209-0131</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","</td></tr><tr><td>app-20220210004114-0182</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210002208-0148</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210002833-0160</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr><tr><td>app-20220210003431-0171</td><td>\n","Spark Properties:\n","--conf spark.executor.cores=8\n","--conf spark.executor.instances=20\n","--conf spark.executor.memoryOverhead=5734m\n","--conf spark.rapids.memory.pinnedPool.size=4096m\n","--conf spark.rapids.sql.concurrentGpuTasks=2\n","--conf spark.sql.files.maxPartitionBytes=4096m\n","--conf spark.sql.shuffle.partitions=200\n","--conf spark.task.resource.gpu.amount=0.125\n","\n","Comments:\n","- 'spark.executor.memoryOverhead' was not set.\n","- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n","- 'spark.sql.shuffle.partitions' was not set.\n","- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n","</td></tr></tbody></table></div>"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[["app-20220210005817-0212","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=1197m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004538-0189","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210000414-0117","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=2353m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005713-0210","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210000744-0123","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002521-0154","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004801-0193","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=3158m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002620-0156","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210001501-0135","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=1365m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001417-0134","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=1365m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001930-0143","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005502-0206","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002316-0150","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004324-0185","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005039-0198","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210004834-0194","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=2099m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004011-0180","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004656-0191","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210001324-0133","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=2225m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210000856-0125","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210000241-0114","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002105-0146","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210000312-0115","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210003325-0169","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002654-0157","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005425-0205","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=1509m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210000700-0122","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001109-0129","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002138-0147","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001717-0139","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210000018-0110","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002725-0158","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210000933-0126","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210004617-0190","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005846-0213","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=1197m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210002757-0159","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001038-0128","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210000628-0121","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=3404m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210001959-0144","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210000556-0120","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004727-0192","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=3354m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005222-0201","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210000825-0124","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005536-0207","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001139-0130","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210000343-0116","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210003705-0176","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=2337m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210003359-0170","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005611-0208","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=2974m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210000119-0112","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=3061m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005322-0203","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210003900-0179","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004355-0186","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001648-0138","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002938-0162","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005354-0204","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210001821-0141","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=2530m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210005252-0202","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210002452-0153","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001617-0137","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210003254-0168","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004507-0188","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210001751-0140","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005642-0209","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210004905-0195","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210003751-0177","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002030-0145","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210001854-0142","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210002549-0155","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210001239-0132","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=2225m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004428-0187","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=3796m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002240-0149","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005147-0200","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=2974m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220523230623-0000","\nSpark Properties:\n--conf spark.executor.instances=20\n--conf spark.executor.memory=16384m\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.shuffle.partitions=6\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' should be increased since spilling occurred.\n"],["app-20220210000207-0113","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220209235945-0109","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210002349-0151","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002421-0152","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210000448-0118","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001005-0127","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210003149-0166","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210003635-0175","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210003223-0167","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004041-0181","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210003532-0173","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210003607-0174","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210003048-0164","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210004145-0183","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210003825-0178","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210003118-0165","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210000049-0111","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210000519-0119","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=3061m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210003015-0163","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210005744-0211","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210005111-0199","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004217-0184","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210002904-0161","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=3796m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001546-0136","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210003503-0172","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210001209-0131","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n"],["app-20220210004114-0182","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210002208-0148","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210002833-0160","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"],["app-20220210003431-0171","\nSpark Properties:\n--conf spark.executor.cores=8\n--conf spark.executor.instances=20\n--conf spark.executor.memoryOverhead=5734m\n--conf spark.rapids.memory.pinnedPool.size=4096m\n--conf spark.rapids.sql.concurrentGpuTasks=2\n--conf spark.sql.files.maxPartitionBytes=4096m\n--conf spark.sql.shuffle.partitions=200\n--conf spark.task.resource.gpu.amount=0.125\n\nComments:\n- 'spark.executor.memoryOverhead' was not set.\n- 'spark.executor.memoryOverhead' must be set if using 'spark.rapids.memory.pinnedPool.size\n- 'spark.sql.shuffle.partitions' was not set.\n- Average JVM GC time is very high. Other Garbage Collectors can be used for better performance.\n"]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":false,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"app","type":"\"string\""},{"metadata":"{}","name":"recommendations","type":"\"string\""}],"type":"table"}},"output_type":"display_data"}],"source":["app_list = app_df[\"appId\"].tolist()\n","app_recommendations = pd.DataFrame(columns=['app', 'recommendations'])\n","\n","for app in app_list:\n","  app_file = open(outputpath_string + \"/rapids_4_spark_profile/\" + app + \"/profile.log\")\n","  recommendations_start = 0\n","  recommendations_str = \"\"\n","  for line in app_file:\n","    if recommendations_start == 1:\n","      recommendations_str = recommendations_str + line\n","    if \"### D. Recommended Configuration ###\" in line:\n","      recommendations_start = 1\n","  app_recommendations = app_recommendations.append({'app': app, 'recommendations': recommendations_str}, ignore_index=True)\n","    \n","display(app_recommendations)"]}],"metadata":{"application/vnd.databricks.v1+notebook":{"dashboards":[{"elements":[{"dashboardResultIndex":0,"elementNUID":"be0a2da7-1ee3-475e-96f9-303779edfd85","elementType":"command","guid":"05eef9d3-7c55-4e26-8d1f-fa80338359e6","options":null,"position":{"height":6,"width":24,"x":0,"y":0,"z":null},"resultIndex":null}],"globalVars":{},"guid":"a9ea7799-040a-484e-a59d-c3cdf5072953","layoutOption":{"grid":true,"stack":true},"nuid":"91c1bfb2-695a-4e5c-8a25-848a433108dc","origId":2690941040041430,"title":"Executive View","version":"DashboardViewV1","width":1600},{"elements":[],"globalVars":{},"guid":"0896a45f-af1b-4849-b6c2-2b6abcb8b97b","layoutOption":{"grid":true,"stack":true},"nuid":"62243296-4562-4f06-90ac-d7a609f19c16","origId":2690941040041431,"title":"App View","version":"DashboardViewV1","width":1920}],"language":"python","notebookMetadata":{"pythonIndentUnit":2,"widgetLayout":[{"breakBefore":false,"name":"log_path","width":562},{"breakBefore":false,"name":"output_path","width":511}]},"notebookName":"[RAPIDS Accelerator for Apache Spark] Profiling Tool Notebook Template","notebookOrigID":2690941040041407,"widgets":{"log_path":{"currentValue":"/dbfs/user1/profiler_logs","nuid":"c7ce3870-db19-4813-b1cb-cead3f4c36f1","widgetInfo":{"defaultValue":"","label":null,"name":"log_path","options":{"validationRegex":null,"widgetType":"text"},"widgetType":"text"}},"output_path":{"currentValue":"/tmp","nuid":"a7d1d293-d8c3-452b-9ffb-786ea7a28843","widgetInfo":{"defaultValue":"","label":null,"name":"output_path","options":{"validationRegex":null,"widgetType":"text"},"widgetType":"text"}}}},"language_info":{"name":"python"}},"nbformat":4,"nbformat_minor":0}
diff --git a/tools/databricks/[RAPIDS Accelerator for Apache Spark] Qualification Tool Notebook Template.ipynb b/tools/databricks/[RAPIDS Accelerator for Apache Spark] Qualification Tool Notebook Template.ipynb
index 4e8a3b60f..d4fe2b2e5 100644
--- a/tools/databricks/[RAPIDS Accelerator for Apache Spark] Qualification Tool Notebook Template.ipynb	
+++ b/tools/databricks/[RAPIDS Accelerator for Apache Spark] Qualification Tool Notebook Template.ipynb	
@@ -5,5 +5,5 @@ Accelerator for Apache Spark\n","To run the tool, you need to enter a log path t
 DBFS location for your Spark CPU event logs.  Then you can select \"Run all\" to execute the 
 notebook.  After the notebook completes, you will see various output tables show up below.  More 
 options for running the qualification tool can be found here: https://nvidia.github
-.io/spark-rapids/docs/spark-qualification-tool.html#qualification-tool-options.\n","\n","## Summary Output\n","The report represents the entire app execution, including unsupported operators and non-SQL operations.  By default, the applications and queries are sorted in descending order by the following fields:\n","- Recommendation;\n","- Estimated GPU Speed-up;\n","- Estimated GPU Time Saved; and\n","- End Time.\n","\n","## Stages Output\n","For each stage used in SQL operations, the Qualification tool generates the following information:\n","1. App ID\n","1. Stage ID\n","1. Average Speedup Factor: the average estimated speed-up of all the operators in the given stage.\n","1. Stage Task Duration: amount of time spent in tasks of SQL Dataframe operations for the given stage.\n","1. Unsupported Task Duration: sum of task durations for the unsupported operators. For more details, see Supported Operators.\n","1. Stage Estimated: True or False indicates if we had to estimate the stage duration.\n","\n","## Execs Output\n","The Qualification tool generates a report of the “Exec” in the “SparkPlan” or “Executor Nodes” along with the estimated acceleration on the GPU. Please refer to the Supported Operators guide for more details on limitations on UDFs and unsupported operators.\n","1. App ID\n","1. SQL ID\n","1. Exec Name: example Filter, HashAggregate\n","1. Expression Name\n","1. Task Speedup Factor: it is simply the average acceleration of the operators based on the original CPU duration of the operator divided by the GPU duration. The tool uses historical queries and benchmarks to estimate a speed-up at an individual operator level to calculate how much a specific operator would accelerate on GPU.\n","1. Exec Duration: wall-Clock time measured since the operator starts till it is completed.\n","1. SQL Node Id\n","1. Exec Is Supported: whether the Exec is supported by RAPIDS or not. Please refer to the Supported Operators section.\n","1. Exec Stages: an array of stage IDs\n","1. Exec Children\n","1. Exec Children Node Ids\n","1. Exec Should Remove: whether the Op is removed from the migrated plan."]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"53b4d770-9db6-4bd7-9b93-d036d375eac5","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .ansiout {\n","    display: block;\n","    unicode-bidi: embed;\n","    white-space: pre-wrap;\n","    word-wrap: break-word;\n","    word-break: break-all;\n","    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n","    font-size: 13px;\n","    color: #555;\n","    margin-left: 4px;\n","    line-height: 19px;\n","  }\n","</style>\n","<div class=\"ansiout\">Out[38]: 11948376</div>"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"<div class=\"ansiout\">Out[38]: 11948376</div>","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"html"}},"output_type":"display_data"}],"source":["import json\n","import requests\n","import base64\n","import shlex\n","import subprocess\n","import pandas as pd\n","\n","# Download Spark RAPIDS tool jar\n","TOOL_JAR_URL = 'https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark-tools_2.12/24.02.0/rapids-4-spark-tools_2.12-24.02.0.jar'\n","TOOL_JAR_LOCAL_PATH = '/tmp/rapids-4-spark-tools.jar'\n","response = requests.get(TOOL_JAR_URL)\n","open(TOOL_JAR_LOCAL_PATH, \"wb\").write(response.content)\n","\n","# Download S3 jars\n","HADOOP_AWS_URL = 'https://repo.maven.apache.org/maven2/org/apache/hadoop/hadoop-aws/2.7.4/hadoop-aws-2.7.4.jar'\n","HADOOP_AWS_LOCAL_PATH = '/tmp/hadoop-aws-2.7.4.jar'\n","response = requests.get(HADOOP_AWS_URL)\n","open(HADOOP_AWS_LOCAL_PATH, \"wb\").write(response.content)\n","\n","AWS_JAVA_URL = 'https://repo.maven.apache.org/maven2/com/amazonaws/aws-java-sdk/1.7.4/aws-java-sdk-1.7.4.jar'\n","AWS_JAVA_LOCAL_PATH = '/tmp/aws-java-sdk-1.7.4.jar'\n","response = requests.get(AWS_JAVA_URL)\n","open(AWS_JAVA_LOCAL_PATH, \"wb\").write(response.content)\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"acf401a3-12d3-4236-a6c5-8fe8990b153a","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .ansiout {\n","    display: block;\n","    unicode-bidi: embed;\n","    white-space: pre-wrap;\n","    word-wrap: break-word;\n","    word-break: break-all;\n","    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n","    font-size: 13px;\n","    color: #555;\n","    margin-left: 4px;\n","    line-height: 19px;\n","  }\n","</style>\n","<div class=\"ansiout\"></div>"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"<div class=\"ansiout\"></div>","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"html"}},"output_type":"display_data"}],"source":["dbutils.widgets.text(\"log_path\", \"\")\n","eventlog_string=dbutils.widgets.get(\"log_path\")\n","\n","dbutils.widgets.text(\"output_path\", \"\")\n","outputpath_string=dbutils.widgets.get(\"output_path\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"65c4e778-5505-4334-ab89-424334803253","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .ansiout {\n","    display: block;\n","    unicode-bidi: embed;\n","    white-space: pre-wrap;\n","    word-wrap: break-word;\n","    word-break: break-all;\n","    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n","    font-size: 13px;\n","    color: #555;\n","    margin-left: 4px;\n","    line-height: 19px;\n","  }\n","</style>\n","<div class=\"ansiout\"></div>"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"<div class=\"ansiout\"></div>","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"html"}},"output_type":"display_data"}],"source":["!java -Xmx10g -cp /tmp/rapids-4-spark-tools.jar:/tmp/hadoop-aws-2.7.4.jar:/tmp/aws-java-sdk-1.7.4.jar:/databricks/jars/* com.nvidia.spark.rapids.tool.qualification.QualificationMain -o $outputpath_string $eventlog_string &> /tmp/qual_debug.log"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"bbe50fde-0bd6-4281-95fd-6a1ec6f17ab2","showTitle":false,"title":""}},"source":["## Summary Output"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"fb8edb26-e173-47ff-92a1-463baec7c06b","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .table-result-container {\n","    max-height: 300px;\n","    overflow: auto;\n","  }\n","  table, th, td {\n","    border: 1px solid black;\n","    border-collapse: collapse;\n","  }\n","  th, td {\n","    padding: 5px;\n","  }\n","  th {\n","    text-align: left;\n","  }\n","</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>App Name</th><th>App ID</th><th>Recommendation</th><th>Estimated GPU Speedup</th><th>Estimated GPU Duration</th><th>Estimated GPU Time Saved</th><th>SQL DF Duration</th><th>SQL Dataframe Task Duration</th><th>App Duration</th><th>GPU Opportunity</th><th>Executor CPU Time Percent</th><th>SQL Ids with Failures</th><th>Unsupported Read File Formats and Types</th><th>Unsupported Write Data Format</th><th>Complex Types</th><th>Nested Complex Types</th><th>Potential Problems</th><th>Longest SQL Duration</th><th>NONSQL Task Duration Plus Overhead</th><th>Unsupported Task Duration</th><th>Supported SQL DF Task Duration</th><th>Task Speedup Factor</th><th>App Duration Estimated</th><th>Unsupported Execs</th><th>Unsupported Expressions</th></tr></thead><tbody><tr><td>TPC-DS Like Bench q14b</td><td>app-20220209225233-0018</td><td>Strongly Recommended</td><td>2.7</td><td>48971.53</td><td>83400.46</td><td>112708</td><td>27066964</td><td>132372</td><td>109793</td><td>65.66</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>112701</td><td>2939275</td><td>700037</td><td>26366927</td><td>4.16</td><td>false</td><td>HashAggregate;Subquery;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q14a</td><td>app-20220209225013-0017</td><td>Strongly Recommended</td><td>2.66</td><td>51728.96</td><td>86381.03</td><td>117178</td><td>28746000</td><td>138110</td><td>112636</td><td>64.69</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>117172</td><td>2978987</td><td>1114076</td><td>27631924</td><td>4.29</td><td>false</td><td>HashAggregate;Subquery;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q4</td><td>app-20220209224316-0007</td><td>Strongly Recommended</td><td>2.66</td><td>41856.03</td><td>69720.96</td><td>90167</td><td>85324700</td><td>111577</td><td>90167</td><td>65.09</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>90163</td><td>3086516</td><td>0</td><td>85324700</td><td>4.41</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q24b</td><td>app-20220209230348-0030</td><td>Recommended</td><td>2.34</td><td>32581.07</td><td>43720.92</td><td>56748</td><td>27574691</td><td>76302</td><td>56694</td><td>60.89</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>56741</td><td>2950634</td><td>25998</td><td>27548693</td><td>4.37</td><td>false</td><td>AdaptiveSparkPlan;Subquery;Execute CreateViewCommand;Filter;ColumnarToRow</td><td>decimal</td></tr><tr><td>TPC-DS Like Bench q67</td><td>app-20220209232913-0074</td><td>Recommended</td><td>2.27</td><td>144720.72</td><td>184416.27</td><td>308185</td><td>15437192</td><td>329137</td><td>265300</td><td>73.64</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>308174</td><td>3028469</td><td>2148108</td><td>13289084</td><td>3.28</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;HashAggregate;ColumnarToRow</td><td>DecimalType</td></tr><tr><td>TPC-DS Like Bench q24a</td><td>app-20220209230232-0029</td><td>Recommended</td><td>2.25</td><td>33029.22</td><td>41483.77</td><td>53469</td><td>27911960</td><td>74513</td><td>53202</td><td>60.14</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>53455</td><td>3305140</td><td>139193</td><td>27772767</td><td>4.54</td><td>false</td><td>AdaptiveSparkPlan;Subquery;Execute CreateViewCommand;Filter;ColumnarToRow</td><td>decimal</td></tr><tr><td>TPC-DS Like Bench q93</td><td>app-20220209235239-0100</td><td>Recommended</td><td>2.18</td><td>31203.42</td><td>36894.57</td><td>50166</td><td>29213056</td><td>68098</td><td>50166</td><td>64.73</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>50161</td><td>2973035</td><td>0</td><td>29213056</td><td>3.78</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q23a</td><td>app-20220209225917-0027</td><td>Recommended</td><td>2.17</td><td>43196.97</td><td>50617.02</td><td>74068</td><td>45913641</td><td>93814</td><td>66840</td><td>64.81</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>74064</td><td>2975228</td><td>4480262</td><td>41433379</td><td>4.12</td><td>false</td><td>HashAggregate;Subquery;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q23b</td><td>app-20220209230053-0028</td><td>Recommended</td><td>2.08</td><td>46588.14</td><td>50761.85</td><td>77422</td><td>59799857</td><td>97350</td><td>66526</td><td>66.43</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>77417</td><td>3011951</td><td>8415627</td><td>51384230</td><td>4.22</td><td>false</td><td>HashAggregate;Subquery;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow</td><td>DecimalType;decimal</td></tr><tr><td>TPC-DS Like Bench q72</td><td>app-20220209233659-0079</td><td>Recommended</td><td>1.97</td><td>30920.88</td><td>30054.11</td><td>41703</td><td>25434438</td><td>60975</td><td>41703</td><td>74.77</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>41694</td><td>2971887</td><td>0</td><td>25434438</td><td>3.58</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q64</td><td>app-20220209232701-0071</td><td>Recommended</td><td>1.95</td><td>30544.61</td><td>29103.38</td><td>38925</td><td>31852357</td><td>59648</td><td>37301</td><td>55.12</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>38919</td><td>2987987</td><td>1328490</td><td>30523867</td><td>4.55</td><td>false</td><td>HashAggregate;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q78</td><td>app-20220209234412-0085</td><td>Recommended</td><td>1.94</td><td>24390.79</td><td>22946.2</td><td>29098</td><td>24753911</td><td>47337</td><td>29098</td><td>56.99</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>29090</td><td>2968697</td><td>0</td><td>24753911</td><td>4.73</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q95</td><td>app-20220209235427-0102</td><td>Recommended</td><td>1.9</td><td>29920.38</td><td>26967.61</td><td>37674</td><td>23337528</td><td>56888</td><td>35528</td><td>49.19</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>37667</td><td>2958216</td><td>1328886</td><td>22008642</td><td>4.15</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;HashAggregate;ColumnarToRow</td><td>merge_sum</td></tr><tr><td>TPC-DS Like Bench q87</td><td>app-20220209234925-0094</td><td>Recommended</td><td>1.81</td><td>25518.2</td><td>20871.79</td><td>26279</td><td>16348325</td><td>46390</td><td>26279</td><td>52.04</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>26272</td><td>2954066</td><td>0</td><td>16348325</td><td>4.86</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q50</td><td>app-20220209231919-0057</td><td>Recommended</td><td>1.76</td><td>26735.89</td><td>20549.1</td><td>28736</td><td>16444045</td><td>47285</td><td>28736</td><td>52.87</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>28732</td><td>3339217</td><td>0</td><td>16444045</td><td>3.51</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q97</td><td>app-20220209235552-0104</td><td>Recommended</td><td>1.76</td><td>24057.8</td><td>18398.19</td><td>23731</td><td>11475611</td><td>42456</td><td>23731</td><td>58.69</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>23727</td><td>3009477</td><td>0</td><td>11475611</td><td>4.45</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q75</td><td>app-20220209233914-0082</td><td>Recommended</td><td>1.74</td><td>25544.26</td><td>18972.73</td><td>24939</td><td>19831478</td><td>44517</td><td>24939</td><td>43.74</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>24933</td><td>2987306</td><td>0</td><td>19831478</td><td>4.18</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q38</td><td>app-20220209231214-0044</td><td>Recommended</td><td>1.73</td><td>23047.06</td><td>16910.93</td><td>21292</td><td>15248682</td><td>39958</td><td>21292</td><td>48.81</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>21288</td><td>3167687</td><td>0</td><td>15248682</td><td>4.86</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q31</td><td>app-20220209230826-0037</td><td>Recommended</td><td>1.68</td><td>23595.69</td><td>16242.3</td><td>20407</td><td>12617670</td><td>39838</td><td>20407</td><td>34.76</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>20399</td><td>2942830</td><td>0</td><td>12617670</td><td>4.9</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q74</td><td>app-20220209233831-0081</td><td>Recommended</td><td>1.68</td><td>24668.06</td><td>16781.93</td><td>21747</td><td>16692240</td><td>41450</td><td>21747</td><td>46.93</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>21741</td><td>3325282</td><td>0</td><td>16692240</td><td>4.38</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q11</td><td>app-20220209224833-0014</td><td>Recommended</td><td>1.62</td><td>26707.24</td><td>16820.75</td><td>24208</td><td>17615125</td><td>43528</td><td>22143</td><td>45.76</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>24205</td><td>2917642</td><td>1502045</td><td>16113080</td><td>4.16</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;HashAggregate;ColumnarToRow</td><td>DecimalType</td></tr><tr><td>TPC-DS Like Bench q16</td><td>app-20220209225524-0020</td><td>Recommended</td><td>1.62</td><td>25717.33</td><td>16006.66</td><td>22726</td><td>18535920</td><td>41724</td><td>21306</td><td>44.67</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>22720</td><td>3028781</td><td>1157466</td><td>17378454</td><td>4.01</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;HashAggregate;ColumnarToRow</td><td>merge_sum</td></tr><tr><td>TPC-DS Like Bench q51</td><td>app-20220209232008-0058</td><td>Recommended</td><td>1.59</td><td>21942.35</td><td>13069.64</td><td>16925</td><td>12278939</td><td>35012</td><td>16925</td><td>47.26</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>16920</td><td>2979507</td><td>0</td><td>12278939</td><td>4.38</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q81</td><td>app-20220209234611-0088</td><td>Recommended</td><td>1.58</td><td>23125.59</td><td>13612.4</td><td>17437</td><td>10033526</td><td>36738</td><td>17393</td><td>36.22</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>17431</td><td>3083743</td><td>24955</td><td>10008571</td><td>4.59</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow;Filter</td><td>DECIMAL</td></tr><tr><td>TPC-DS Like Bench q65</td><td>app-20220209232803-0072</td><td>Recommended</td><td>1.57</td><td>23403.59</td><td>13469.4</td><td>18332</td><td>10164071</td><td>36873</td><td>18332</td><td>46.41</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>18324</td><td>2941892</td><td>0</td><td>10164071</td><td>3.77</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q30</td><td>app-20220209230750-0036</td><td>Recommended</td><td>1.56</td><td>21777.06</td><td>12322.93</td><td>16070</td><td>8447753</td><td>34100</td><td>16023</td><td>33.65</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>16063</td><td>2987480</td><td>24435</td><td>8423318</td><td>4.33</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow;Filter</td><td>DECIMAL</td></tr><tr><td>TPC-DS Like Bench q15</td><td>app-20220209225447-0019</td><td>Recommended</td><td>1.52</td><td>23166.12</td><td>12074.87</td><td>15970</td><td>6770100</td><td>35241</td><td>15970</td><td>34.25</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>15964</td><td>2923648</td><td>0</td><td>6770100</td><td>4.09</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q35</td><td>app-20220209231035-0041</td><td>Recommended</td><td>1.51</td><td>24552.13</td><td>12648.86</td><td>18298</td><td>10027023</td><td>37201</td><td>17010</td><td>37.15</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>18293</td><td>3059747</td><td>705510</td><td>9321513</td><td>3.9</td><td>false</td><td>Execute CreateViewCommand;SortMergeJoin;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q8</td><td>app-20220209224648-0011</td><td>Recommended</td><td>1.51</td><td>23372.7</td><td>12016.29</td><td>15691</td><td>6693324</td><td>35389</td><td>15691</td><td>20.01</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>15686</td><td>3133963</td><td>0</td><td>6693324</td><td>4.26</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q69</td><td>app-20220209233517-0076</td><td>Recommended</td><td>1.5</td><td>24534.64</td><td>12431.35</td><td>16589</td><td>7246714</td><td>36966</td><td>16589</td><td>27.75</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>16583</td><td>2963952</td><td>0</td><td>7246714</td><td>3.99</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q94</td><td>app-20220209235349-0101</td><td>Recommended</td><td>1.5</td><td>24361.44</td><td>12284.55</td><td>17424</td><td>13168326</td><td>36646</td><td>16352</td><td>41.87</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>17416</td><td>3048502</td><td>809952</td><td>12358374</td><td>4.01</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;HashAggregate;ColumnarToRow</td><td>merge_sum</td></tr><tr><td>TPC-DS Like Bench q54</td><td>app-20220209232140-0061</td><td>Recommended</td><td>1.5</td><td>23475.06</td><td>11742.93</td><td>15568</td><td>5555140</td><td>35218</td><td>15568</td><td>28.65</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>15563</td><td>3021018</td><td>0</td><td>5555140</td><td>4.07</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;Subquery;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q39a</td><td>app-20220209231256-0045</td><td>Recommended</td><td>1.49</td><td>22102.22</td><td>10863.77</td><td>14136</td><td>4794226</td><td>32966</td><td>14136</td><td>24.49</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>14131</td><td>2998677</td><td>0</td><td>4794226</td><td>4.32</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q29</td><td>app-20220209230713-0035</td><td>Recommended</td><td>1.49</td><td>23597.91</td><td>11588.08</td><td>15912</td><td>10021701</td><td>35186</td><td>15912</td><td>44.09</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>15905</td><td>3057910</td><td>0</td><td>10021701</td><td>3.68</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q47</td><td>app-20220209231740-0054</td><td>Recommended</td><td>1.48</td><td>23520.63</td><td>11417.36</td><td>15246</td><td>8996925</td><td>34938</td><td>15160</td><td>35.78</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>15241</td><td>3107687</td><td>50299</td><td>8946626</td><td>4.05</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;Filter;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q59</td><td>app-20220209232422-0066</td><td>Recommended</td><td>1.48</td><td>24246.78</td><td>11658.21</td><td>16091</td><td>6749831</td><td>35905</td><td>16091</td><td>34.65</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>16084</td><td>3068245</td><td>0</td><td>6749831</td><td>3.63</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q6</td><td>app-20220209224544-0009</td><td>Recommended</td><td>1.46</td><td>22488.01</td><td>10526.98</td><td>13758</td><td>6335474</td><td>33015</td><td>13756</td><td>30.04</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>13753</td><td>2943126</td><td>863</td><td>6334611</td><td>4.26</td><td>false</td><td>Subquery;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q80</td><td>app-20220209234532-0087</td><td>Recommended</td><td>1.46</td><td>25298.12</td><td>11841.87</td><td>16742</td><td>12630126</td><td>37140</td><td>15856</td><td>40.02</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>16735</td><td>3360633</td><td>668346</td><td>11961780</td><td>3.95</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;HashAggregate;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q39b</td><td>app-20220209231330-0046</td><td>Recommended</td><td>1.46</td><td>22094.04</td><td>10341.95</td><td>13457</td><td>3807675</td><td>32436</td><td>13457</td><td>30.24</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>13451</td><td>2941727</td><td>0</td><td>3807675</td><td>4.32</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q57</td><td>app-20220209232314-0064</td><td>Recommended</td><td>1.46</td><td>22995.99</td><td>10722.0</td><td>14351</td><td>8374423</td><td>33718</td><td>14237</td><td>31.73</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>14345</td><td>2948771</td><td>66283</td><td>8308140</td><td>4.05</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;Filter;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q1</td><td>app-20220209224147-0004</td><td>Recommended</td><td>1.46</td><td>21599.35</td><td>10007.64</td><td>13417</td><td>7598550</td><td>31607</td><td>13321</td><td>37.09</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>13412</td><td>3012015</td><td>54119</td><td>7544431</td><td>4.01</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow;Filter</td><td>DECIMAL</td></tr><tr><td>TPC-DS Like Bench q18</td><td>app-20220209225644-0022</td><td>Recommended</td><td>1.44</td><td>22216.88</td><td>9865.11</td><td>13492</td><td>7586670</td><td>32082</td><td>13492</td><td>33.42</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>13484</td><td>2962080</td><td>0</td><td>7586670</td><td>3.72</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q45</td><td>app-20220209231631-0052</td><td>Recommended</td><td>1.44</td><td>23723.45</td><td>10458.54</td><td>14455</td><td>5768757</td><td>34182</td><td>14154</td><td>33.74</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>14447</td><td>2957022</td><td>120068</td><td>5648689</td><td>3.83</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;BroadcastHashJoin;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q17</td><td>app-20220209225607-0021</td><td>Recommended</td><td>1.43</td><td>24334.61</td><td>10564.38</td><td>14420</td><td>7818278</td><td>34899</td><td>14420</td><td>37.4</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>14412</td><td>3106844</td><td>0</td><td>7818278</td><td>3.74</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q25</td><td>app-20220209230506-0031</td><td>Recommended</td><td>1.43</td><td>21671.78</td><td>9370.21</td><td>12790</td><td>7060196</td><td>31042</td><td>12790</td><td>34.97</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>12784</td><td>3060435</td><td>0</td><td>7060196</td><td>3.74</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q49</td><td>app-20220209231846-0056</td><td>Recommended</td><td>1.42</td><td>22231.44</td><td>9476.55</td><td>12466</td><td>8785195</td><td>31708</td><td>12466</td><td>26.92</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>12448</td><td>3080539</td><td>0</td><td>8785195</td><td>4.17</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q46</td><td>app-20220209231707-0053</td><td>Recommended</td><td>1.42</td><td>22047.85</td><td>9385.14</td><td>12318</td><td>6163042</td><td>31433</td><td>12318</td><td>26.39</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>12312</td><td>3017041</td><td>0</td><td>6163042</td><td>4.2</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q10</td><td>app-20220209224756-0013</td><td>Recommended</td><td>1.42</td><td>24919.87</td><td>10489.12</td><td>15574</td><td>7745798</td><td>35409</td><td>14432</td><td>30.14</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>15567</td><td>3236768</td><td>567780</td><td>7178018</td><td>3.66</td><td>false</td><td>Execute CreateViewCommand;SortMergeJoin;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q68</td><td>app-20220209233444-0075</td><td>Recommended</td><td>1.41</td><td>21674.52</td><td>9006.47</td><td>11821</td><td>5109423</td><td>30681</td><td>11821</td><td>20.54</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>11814</td><td>3004334</td><td>0</td><td>5109423</td><td>4.2</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q5</td><td>app-20220209224509-0008</td><td>Recommended</td><td>1.41</td><td>23548.42</td><td>9749.57</td><td>13729</td><td>8967631</td><td>33298</td><td>13729</td><td>41.35</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>13722</td><td>3186659</td><td>0</td><td>8967631</td><td>3.45</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q34</td><td>app-20220209231004-0040</td><td>Recommended</td><td>1.4</td><td>20675.69</td><td>8427.3</td><td>10842</td><td>5053339</td><td>29103</td><td>10842</td><td>27.34</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>10836</td><td>2994320</td><td>0</td><td>5053339</td><td>4.49</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q82</td><td>app-20220209234649-0089</td><td>Recommended</td><td>1.4</td><td>22206.53</td><td>8955.46</td><td>12212</td><td>7344489</td><td>31162</td><td>12212</td><td>39.29</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>12199</td><td>2973553</td><td>0</td><td>7344489</td><td>3.75</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q85</td><td>app-20220209234821-0092</td><td>Recommended</td><td>1.4</td><td>24121.11</td><td>9726.88</td><td>13468</td><td>7684101</td><td>33848</td><td>13468</td><td>29.91</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>13462</td><td>2949755</td><td>0</td><td>7684101</td><td>3.6</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q28</td><td>app-20220209230637-0034</td><td>Recommended</td><td>1.39</td><td>24599.41</td><td>9839.58</td><td>15464</td><td>14309580</td><td>34439</td><td>13823</td><td>33.04</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>15458</td><td>3008413</td><td>1518296</td><td>12791284</td><td>3.47</td><td>false</td><td>AdaptiveSparkPlan;CollectLimit;HashAggregate;Execute CreateViewCommand;ColumnarToRow</td><td>merge_avg;merge_count</td></tr><tr><td>TPC-DS Like Bench q58</td><td>app-20220209232349-0065</td><td>Recommended</td><td>1.39</td><td>22489.0</td><td>8770.99</td><td>12322</td><td>5717106</td><td>31260</td><td>12322</td><td>34.17</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>12313</td><td>3102820</td><td>0</td><td>5717106</td><td>3.47</td><td>false</td><td>Execute CreateViewCommand;Subquery;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q19</td><td>app-20220209225718-0023</td><td>Recommended</td><td>1.38</td><td>21689.15</td><td>8456.84</td><td>11373</td><td>5749051</td><td>30146</td><td>11373</td><td>23.22</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>11364</td><td>3161292</td><td>0</td><td>5749051</td><td>3.9</td><td>false</td><td>Execute CreateViewCommand;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q61</td><td>app-20220209232531-0068</td><td>Recommended</td><td>1.38</td><td>23308.72</td><td>9017.27</td><td>12357</td><td>4376440</td><td>32326</td><td>12357</td><td>36.63</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>12349</td><td>3022176</td><td>0</td><td>4376440</td><td>3.7</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q71</td><td>app-20220209233627-0078</td><td>Recommended</td><td>1.38</td><td>21967.67</td><td>8440.32</td><td>11371</td><td>4987537</td><td>30408</td><td>11371</td><td>21.81</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>11363</td><td>3052139</td><td>0</td><td>4987537</td><td>3.88</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q22</td><td>app-20220209225845-0026</td><td>Recommended</td><td>1.38</td><td>22397.03</td><td>8535.96</td><td>12381</td><td>1736064</td><td>30933</td><td>12381</td><td>50.01</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>12376</td><td>2929875</td><td>0</td><td>1736064</td><td>3.22</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q70</td><td>app-20220209233555-0077</td><td>Recommended</td><td>1.37</td><td>21798.79</td><td>8233.2</td><td>10751</td><td>4816235</td><td>30032</td><td>10751</td><td>33.51</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>10746</td><td>3034688</td><td>0</td><td>4816235</td><td>4.26</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q83</td><td>app-20220209234722-0090</td><td>Recommended</td><td>1.36</td><td>21949.16</td><td>8010.83</td><td>10956</td><td>5253931</td><td>29960</td><td>10956</td><td>26.62</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>10949</td><td>2993826</td><td>0</td><td>5253931</td><td>3.72</td><td>false</td><td>Execute CreateViewCommand;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q98</td><td>app-20220209235636-0105</td><td>Recommended</td><td>1.36</td><td>20487.86</td><td>7376.13</td><td>9674</td><td>3164505</td><td>27864</td><td>9674</td><td>21.36</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>9669</td><td>2953354</td><td>0</td><td>3164505</td><td>4.21</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q79</td><td>app-20220209234502-0086</td><td>Recommended</td><td>1.35</td><td>21073.77</td><td>7578.22</td><td>10344</td><td>5584295</td><td>28652</td><td>10344</td><td>29.69</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>10340</td><td>3007559</td><td>0</td><td>5584295</td><td>3.74</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q73</td><td>app-20220209233802-0080</td><td>Recommended</td><td>1.35</td><td>20143.11</td><td>7154.88</td><td>9205</td><td>3086301</td><td>27298</td><td>9205</td><td>27.46</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>9201</td><td>2929775</td><td>0</td><td>3086301</td><td>4.49</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q91</td><td>app-20220209235141-0098</td><td>Recommended</td><td>1.34</td><td>22090.61</td><td>7648.38</td><td>10351</td><td>3106198</td><td>29739</td><td>10351</td><td>23.11</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>10347</td><td>2997584</td><td>0</td><td>3106198</td><td>3.83</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q37</td><td>app-20220209231143-0043</td><td>Recommended</td><td>1.34</td><td>22130.6</td><td>7605.4</td><td>10371</td><td>5754398</td><td>29736</td><td>10371</td><td>38.21</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>10366</td><td>3003155</td><td>0</td><td>5754398</td><td>3.75</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q44</td><td>app-20220209231559-0051</td><td>Recommended</td><td>1.34</td><td>22359.33</td><td>7652.66</td><td>10956</td><td>7175937</td><td>30012</td><td>10347</td><td>29.11</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>10950</td><td>3029969</td><td>398712</td><td>6777225</td><td>3.84</td><td>false</td><td>AdaptiveSparkPlan;Subquery;Execute CreateViewCommand;Filter;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q9</td><td>app-20220209224725-0012</td><td>Recommended</td><td>1.33</td><td>21873.81</td><td>7315.18</td><td>9829</td><td>8064543</td><td>29189</td><td>9829</td><td>35.84</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>9823</td><td>3021491</td><td>0</td><td>8064543</td><td>3.91</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;Subquery;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q40</td><td>app-20220209231405-0047</td><td>Recommended</td><td>1.33</td><td>24561.7</td><td>8167.29</td><td>12119</td><td>8004983</td><td>32729</td><td>11272</td><td>36.85</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>12110</td><td>3142013</td><td>558989</td><td>7445994</td><td>3.63</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;HashAggregate;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q2</td><td>app-20220209224220-0005</td><td>Recommended</td><td>1.32</td><td>21301.46</td><td>6890.53</td><td>8966</td><td>4724046</td><td>28192</td><td>8966</td><td>38.76</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>8960</td><td>3025086</td><td>0</td><td>4724046</td><td>4.32</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench ss_max</td><td>app-20220209235735-0107</td><td>Recommended</td><td>1.31</td><td>20784.37</td><td>6539.62</td><td>9176</td><td>5331368</td><td>27324</td><td>8883</td><td>40.82</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>9171</td><td>3049122</td><td>169902</td><td>5161466</td><td>3.79</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;HashAggregate;ColumnarToRow</td><td>merge_count;merge_max</td></tr><tr><td>TPC-DS Like Bench q60</td><td>app-20220209232500-0067</td><td>Recommended</td><td>1.31</td><td>22250.37</td><td>6983.62</td><td>9811</td><td>3834676</td><td>29234</td><td>9811</td><td>19.92</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>9806</td><td>2939560</td><td>0</td><td>3834676</td><td>3.47</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q13</td><td>app-20220209224945-0016</td><td>Recommended</td><td>1.31</td><td>20407.71</td><td>6360.28</td><td>8816</td><td>4265966</td><td>26768</td><td>8816</td><td>34.5</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>8808</td><td>2951094</td><td>0</td><td>4265966</td><td>3.59</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q56</td><td>app-20220209232242-0063</td><td>Recommended</td><td>1.3</td><td>22798.87</td><td>7044.12</td><td>9896</td><td>3729466</td><td>29843</td><td>9896</td><td>14.44</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>9890</td><td>2971656</td><td>0</td><td>3729466</td><td>3.47</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q76</td><td>app-20220209234000-0083</td><td>Recommended</td><td>1.3</td><td>22630.64</td><td>6827.35</td><td>9835</td><td>6264831</td><td>29458</td><td>9835</td><td>33.9</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>9830</td><td>3037202</td><td>0</td><td>6264831</td><td>3.27</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q33</td><td>app-20220209230935-0039</td><td>Recommended</td><td>1.3</td><td>21561.95</td><td>6491.04</td><td>9119</td><td>3032680</td><td>28053</td><td>9119</td><td>18.14</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>9111</td><td>2983234</td><td>0</td><td>3032680</td><td>3.47</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q88</td><td>app-20220209235013-0095</td><td>Recommended</td><td>1.3</td><td>23989.56</td><td>7197.43</td><td>9998</td><td>6687038</td><td>31187</td><td>9998</td><td>43.92</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>9987</td><td>3212440</td><td>0</td><td>6687038</td><td>3.57</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q7</td><td>app-20220209224619-0010</td><td>Not Recommended</td><td>1.29</td><td>20663.5</td><td>6143.5</td><td>8936</td><td>4022166</td><td>26807</td><td>8936</td><td>35.88</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>8929</td><td>2959904</td><td>0</td><td>4022166</td><td>3.2</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q48</td><td>app-20220209231816-0055</td><td>Not Recommended</td><td>1.29</td><td>21310.47</td><td>6237.52</td><td>8514</td><td>3969649</td><td>27548</td><td>8514</td><td>33.42</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>8507</td><td>2990347</td><td>0</td><td>3969649</td><td>3.74</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q26</td><td>app-20220209230539-0032</td><td>Not Recommended</td><td>1.28</td><td>21556.18</td><td>6109.81</td><td>8887</td><td>4002441</td><td>27666</td><td>8887</td><td>36.79</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>8876</td><td>3012952</td><td>0</td><td>4002441</td><td>3.2</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q12</td><td>app-20220209224918-0015</td><td>Not Recommended</td><td>1.27</td><td>19624.36</td><td>5459.63</td><td>7584</td><td>1865587</td><td>25084</td><td>7584</td><td>23.82</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>7577</td><td>3102250</td><td>0</td><td>1865587</td><td>3.57</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q62</td><td>app-20220209232605-0069</td><td>Not Recommended</td><td>1.27</td><td>21448.22</td><td>5877.77</td><td>8574</td><td>4218821</td><td>27326</td><td>8574</td><td>36.47</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>8565</td><td>3017055</td><td>0</td><td>4218821</td><td>3.18</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q20</td><td>app-20220209225749-0024</td><td>Not Recommended</td><td>1.26</td><td>21250.95</td><td>5641.04</td><td>7836</td><td>2040974</td><td>26892</td><td>7836</td><td>22.51</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>7829</td><td>3039094</td><td>0</td><td>2040974</td><td>3.57</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q99</td><td>app-20220209235705-0106</td><td>Not Recommended</td><td>1.25</td><td>22355.32</td><td>5801.67</td><td>8463</td><td>4558275</td><td>28157</td><td>8463</td><td>33.1</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>8455</td><td>2973149</td><td>0</td><td>4558275</td><td>3.18</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q36</td><td>app-20220209231114-0042</td><td>Not Recommended</td><td>1.25</td><td>21356.73</td><td>5527.26</td><td>7756</td><td>3642750</td><td>26884</td><td>7756</td><td>30.08</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>7752</td><td>2905924</td><td>0</td><td>3642750</td><td>3.48</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q89</td><td>app-20220209235046-0096</td><td>Not Recommended</td><td>1.25</td><td>20969.23</td><td>5401.76</td><td>7869</td><td>4029740</td><td>26371</td><td>7615</td><td>24.99</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>7858</td><td>3012145</td><td>129765</td><td>3899975</td><td>3.44</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;Filter;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q86</td><td>app-20220209234857-0093</td><td>Not Recommended</td><td>1.25</td><td>21140.77</td><td>5388.22</td><td>7493</td><td>3505441</td><td>26529</td><td>7493</td><td>29.09</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>7489</td><td>3240380</td><td>0</td><td>3505441</td><td>3.56</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q27</td><td>app-20220209230608-0033</td><td>Not Recommended</td><td>1.25</td><td>22114.89</td><td>5587.1</td><td>8150</td><td>3737103</td><td>27702</td><td>8150</td><td>29.62</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>8143</td><td>3067371</td><td>0</td><td>3737103</td><td>3.18</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q66</td><td>app-20220209232841-0073</td><td>Not Recommended</td><td>1.24</td><td>24291.91</td><td>5938.08</td><td>9771</td><td>5287383</td><td>30230</td><td>8612</td><td>35.68</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>9765</td><td>2922061</td><td>626680</td><td>4660703</td><td>3.22</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;HashAggregate;ColumnarToRow</td><td>DecimalType</td></tr><tr><td>TPC-DS Like Bench q53</td><td>app-20220209232111-0060</td><td>Not Recommended</td><td>1.23</td><td>22160.97</td><td>5233.02</td><td>7622</td><td>3879496</td><td>27394</td><td>7368</td><td>25.54</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>7617</td><td>2905347</td><td>128795</td><td>3750701</td><td>3.45</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;Filter;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q84</td><td>app-20220209234754-0091</td><td>Not Recommended</td><td>1.23</td><td>21195.3</td><td>4968.69</td><td>7129</td><td>3814060</td><td>26164</td><td>7129</td><td>40.65</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>7123</td><td>3029105</td><td>0</td><td>3814060</td><td>3.3</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q63</td><td>app-20220209232634-0070</td><td>Not Recommended</td><td>1.23</td><td>21192.66</td><td>4957.33</td><td>7215</td><td>3490147</td><td>26150</td><td>6980</td><td>26.58</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>7207</td><td>2976838</td><td>113318</td><td>3376829</td><td>3.45</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;Filter;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q43</td><td>app-20220209231533-0050</td><td>Not Recommended</td><td>1.23</td><td>19958.18</td><td>4641.81</td><td>6660</td><td>3257940</td><td>24600</td><td>6660</td><td>29.65</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>6651</td><td>2961446</td><td>0</td><td>3257940</td><td>3.3</td><td>false</td><td>Execute CreateViewCommand;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench ss_maxb</td><td>app-20220209235804-0108</td><td>Not Recommended</td><td>1.23</td><td>19063.41</td><td>4414.58</td><td>5825</td><td>3798491</td><td>23478</td><td>5825</td><td>48.17</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>5819</td><td>3155711</td><td>0</td><td>3798491</td><td>4.13</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q3</td><td>app-20220209224250-0006</td><td>Not Recommended</td><td>1.22</td><td>20089.36</td><td>4522.63</td><td>6489</td><td>2898373</td><td>24612</td><td>6489</td><td>26.88</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>6483</td><td>3094853</td><td>0</td><td>2898373</td><td>3.3</td><td>false</td><td>Execute CreateViewCommand;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q21</td><td>app-20220209225818-0025</td><td>Not Recommended</td><td>1.22</td><td>20413.61</td><td>4531.38</td><td>6610</td><td>1072926</td><td>24945</td><td>6610</td><td>40.94</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>6605</td><td>3079474</td><td>0</td><td>1072926</td><td>3.18</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q55</td><td>app-20220209232217-0062</td><td>Not Recommended</td><td>1.22</td><td>19494.18</td><td>4296.81</td><td>6165</td><td>2612787</td><td>23791</td><td>6165</td><td>24.78</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>6158</td><td>2995446</td><td>0</td><td>2612787</td><td>3.3</td><td>false</td><td>Execute CreateViewCommand;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q92</td><td>app-20220209235212-0099</td><td>Not Recommended</td><td>1.21</td><td>20741.45</td><td>4549.54</td><td>6384</td><td>2095601</td><td>25291</td><td>6123</td><td>25.07</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>6380</td><td>2967129</td><td>85419</td><td>2010182</td><td>3.89</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow;Filter</td><td>DECIMAL</td></tr><tr><td>TPC-DS Like Bench q90</td><td>app-20220209235114-0097</td><td>Not Recommended</td><td>1.21</td><td>20450.98</td><td>4350.01</td><td>6209</td><td>2604676</td><td>24801</td><td>6209</td><td>44.95</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>6204</td><td>2976499</td><td>0</td><td>2604676</td><td>3.34</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q32</td><td>app-20220209230908-0038</td><td>Not Recommended</td><td>1.2</td><td>20973.26</td><td>4366.73</td><td>6107</td><td>2712962</td><td>25340</td><td>5909</td><td>25.21</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>6098</td><td>3048254</td><td>87623</td><td>2625339</td><td>3.83</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow;Filter</td><td>DECIMAL</td></tr><tr><td>TPC-DS Like Bench q42</td><td>app-20220209231505-0049</td><td>Not Recommended</td><td>1.2</td><td>21414.78</td><td>4436.21</td><td>6365</td><td>2726759</td><td>25851</td><td>6365</td><td>23.15</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>6358</td><td>3047836</td><td>0</td><td>2726759</td><td>3.3</td><td>false</td><td>Execute CreateViewCommand;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q52</td><td>app-20220209232045-0059</td><td>Not Recommended</td><td>1.19</td><td>20523.3</td><td>4071.69</td><td>5842</td><td>2683090</td><td>24595</td><td>5842</td><td>25.46</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>5827</td><td>3074975</td><td>0</td><td>2683090</td><td>3.3</td><td>false</td><td>Execute CreateViewCommand;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q41</td><td>app-20220209231439-0048</td><td>Not Recommended</td><td>1.19</td><td>20533.93</td><td>4071.06</td><td>5649</td><td>161564</td><td>24605</td><td>5649</td><td>55.4</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>5642</td><td>2970757</td><td>0</td><td>161564</td><td>3.58</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q96</td><td>app-20220209235526-0103</td><td>Not Recommended</td><td>1.18</td><td>20189.67</td><td>3776.32</td><td>5324</td><td>2304428</td><td>23966</td><td>5324</td><td>44.32</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>5317</td><td>2947875</td><td>0</td><td>2304428</td><td>3.44</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>DART-ALGO</td><td>application_1665146417445_0002</td><td>Not Recommended</td><td>1.04</td><td>375798.12</td><td>16253.87</td><td>44531</td><td>75900172</td><td>392052</td><td>23675</td><td>14.55</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>16579</td><td>58017590</td><td>35546441</td><td>40353731</td><td>3.19</td><td>false</td><td>Scan hive ecomm_ops_tables.zzz_dart_browse_ads_prod_mod;Scan hive ecomm_ops_tables.s0s0jzb_browse_shelf_cat_map;CollectLimit</td><td>null</td></tr><tr><td>DART-ALGO</td><td>application_1665146417445_0003</td><td>Not Recommended</td><td>1.0</td><td>690682.0</td><td>0.0</td><td>0</td><td>0</td><td>690682</td><td>0</td><td>0.0</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1.0</td><td>false</td><td>null</td><td>null</td></tr></tbody></table></div>"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[["TPC-DS Like Bench q14b","app-20220209225233-0018","Strongly Recommended",2.7,48971.53,83400.46,112708,27066964,132372,109793,65.66,null,null,null,null,null,null,112701,2939275,700037,26366927,4.16,false,"HashAggregate;Subquery;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q14a","app-20220209225013-0017","Strongly Recommended",2.66,51728.96,86381.03,117178,28746000,138110,112636,64.69,null,null,null,null,null,null,117172,2978987,1114076,27631924,4.29,false,"HashAggregate;Subquery;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q4","app-20220209224316-0007","Strongly Recommended",2.66,41856.03,69720.96,90167,85324700,111577,90167,65.09,null,null,null,null,null,null,90163,3086516,0,85324700,4.41,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q24b","app-20220209230348-0030","Recommended",2.34,32581.07,43720.92,56748,27574691,76302,56694,60.89,null,null,null,null,null,null,56741,2950634,25998,27548693,4.37,false,"AdaptiveSparkPlan;Subquery;Execute CreateViewCommand;Filter;ColumnarToRow","decimal"],["TPC-DS Like Bench q67","app-20220209232913-0074","Recommended",2.27,144720.72,184416.27,308185,15437192,329137,265300,73.64,null,null,null,null,null,null,308174,3028469,2148108,13289084,3.28,false,"Execute CreateViewCommand;ReusedExchange;HashAggregate;ColumnarToRow","DecimalType"],["TPC-DS Like Bench q24a","app-20220209230232-0029","Recommended",2.25,33029.22,41483.77,53469,27911960,74513,53202,60.14,null,null,null,null,null,null,53455,3305140,139193,27772767,4.54,false,"AdaptiveSparkPlan;Subquery;Execute CreateViewCommand;Filter;ColumnarToRow","decimal"],["TPC-DS Like Bench q93","app-20220209235239-0100","Recommended",2.18,31203.42,36894.57,50166,29213056,68098,50166,64.73,null,null,null,null,null,null,50161,2973035,0,29213056,3.78,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench q23a","app-20220209225917-0027","Recommended",2.17,43196.97,50617.02,74068,45913641,93814,66840,64.81,null,null,null,null,null,null,74064,2975228,4480262,41433379,4.12,false,"HashAggregate;Subquery;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q23b","app-20220209230053-0028","Recommended",2.08,46588.14,50761.85,77422,59799857,97350,66526,66.43,null,null,null,null,null,null,77417,3011951,8415627,51384230,4.22,false,"HashAggregate;Subquery;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow","DecimalType;decimal"],["TPC-DS Like Bench q72","app-20220209233659-0079","Recommended",1.97,30920.88,30054.11,41703,25434438,60975,41703,74.77,null,null,null,null,null,null,41694,2971887,0,25434438,3.58,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q64","app-20220209232701-0071","Recommended",1.95,30544.61,29103.38,38925,31852357,59648,37301,55.12,null,null,null,null,null,null,38919,2987987,1328490,30523867,4.55,false,"HashAggregate;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q78","app-20220209234412-0085","Recommended",1.94,24390.79,22946.2,29098,24753911,47337,29098,56.99,null,null,null,null,null,null,29090,2968697,0,24753911,4.73,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q95","app-20220209235427-0102","Recommended",1.9,29920.38,26967.61,37674,23337528,56888,35528,49.19,null,null,null,null,null,null,37667,2958216,1328886,22008642,4.15,false,"Execute CreateViewCommand;AdaptiveSparkPlan;HashAggregate;ColumnarToRow","merge_sum"],["TPC-DS Like Bench q87","app-20220209234925-0094","Recommended",1.81,25518.2,20871.79,26279,16348325,46390,26279,52.04,null,null,null,null,null,null,26272,2954066,0,16348325,4.86,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q50","app-20220209231919-0057","Recommended",1.76,26735.89,20549.1,28736,16444045,47285,28736,52.87,null,null,null,null,null,null,28732,3339217,0,16444045,3.51,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q97","app-20220209235552-0104","Recommended",1.76,24057.8,18398.19,23731,11475611,42456,23731,58.69,null,null,null,null,null,null,23727,3009477,0,11475611,4.45,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q75","app-20220209233914-0082","Recommended",1.74,25544.26,18972.73,24939,19831478,44517,24939,43.74,null,null,null,null,null,null,24933,2987306,0,19831478,4.18,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q38","app-20220209231214-0044","Recommended",1.73,23047.06,16910.93,21292,15248682,39958,21292,48.81,null,null,null,null,null,null,21288,3167687,0,15248682,4.86,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q31","app-20220209230826-0037","Recommended",1.68,23595.69,16242.3,20407,12617670,39838,20407,34.76,null,null,null,null,null,null,20399,2942830,0,12617670,4.9,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q74","app-20220209233831-0081","Recommended",1.68,24668.06,16781.93,21747,16692240,41450,21747,46.93,null,null,null,null,null,null,21741,3325282,0,16692240,4.38,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q11","app-20220209224833-0014","Recommended",1.62,26707.24,16820.75,24208,17615125,43528,22143,45.76,null,null,null,null,null,null,24205,2917642,1502045,16113080,4.16,false,"Execute CreateViewCommand;ReusedExchange;HashAggregate;ColumnarToRow","DecimalType"],["TPC-DS Like Bench q16","app-20220209225524-0020","Recommended",1.62,25717.33,16006.66,22726,18535920,41724,21306,44.67,null,null,null,null,null,null,22720,3028781,1157466,17378454,4.01,false,"Execute CreateViewCommand;AdaptiveSparkPlan;HashAggregate;ColumnarToRow","merge_sum"],["TPC-DS Like Bench q51","app-20220209232008-0058","Recommended",1.59,21942.35,13069.64,16925,12278939,35012,16925,47.26,null,null,null,null,null,null,16920,2979507,0,12278939,4.38,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q81","app-20220209234611-0088","Recommended",1.58,23125.59,13612.4,17437,10033526,36738,17393,36.22,null,null,null,null,null,null,17431,3083743,24955,10008571,4.59,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow;Filter","DECIMAL"],["TPC-DS Like Bench q65","app-20220209232803-0072","Recommended",1.57,23403.59,13469.4,18332,10164071,36873,18332,46.41,null,null,null,null,null,null,18324,2941892,0,10164071,3.77,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q30","app-20220209230750-0036","Recommended",1.56,21777.06,12322.93,16070,8447753,34100,16023,33.65,null,null,null,null,null,null,16063,2987480,24435,8423318,4.33,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow;Filter","DECIMAL"],["TPC-DS Like Bench q15","app-20220209225447-0019","Recommended",1.52,23166.12,12074.87,15970,6770100,35241,15970,34.25,null,null,null,null,null,null,15964,2923648,0,6770100,4.09,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q35","app-20220209231035-0041","Recommended",1.51,24552.13,12648.86,18298,10027023,37201,17010,37.15,null,null,null,null,null,null,18293,3059747,705510,9321513,3.9,false,"Execute CreateViewCommand;SortMergeJoin;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q8","app-20220209224648-0011","Recommended",1.51,23372.7,12016.29,15691,6693324,35389,15691,20.01,null,null,null,null,null,null,15686,3133963,0,6693324,4.26,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q69","app-20220209233517-0076","Recommended",1.5,24534.64,12431.35,16589,7246714,36966,16589,27.75,null,null,null,null,null,null,16583,2963952,0,7246714,3.99,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q94","app-20220209235349-0101","Recommended",1.5,24361.44,12284.55,17424,13168326,36646,16352,41.87,null,null,null,null,null,null,17416,3048502,809952,12358374,4.01,false,"Execute CreateViewCommand;AdaptiveSparkPlan;HashAggregate;ColumnarToRow","merge_sum"],["TPC-DS Like Bench q54","app-20220209232140-0061","Recommended",1.5,23475.06,11742.93,15568,5555140,35218,15568,28.65,null,null,null,null,null,null,15563,3021018,0,5555140,4.07,false,"Execute CreateViewCommand;ReusedExchange;Subquery;ColumnarToRow",null],["TPC-DS Like Bench q39a","app-20220209231256-0045","Recommended",1.49,22102.22,10863.77,14136,4794226,32966,14136,24.49,null,null,null,null,null,null,14131,2998677,0,4794226,4.32,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q29","app-20220209230713-0035","Recommended",1.49,23597.91,11588.08,15912,10021701,35186,15912,44.09,null,null,null,null,null,null,15905,3057910,0,10021701,3.68,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q47","app-20220209231740-0054","Recommended",1.48,23520.63,11417.36,15246,8996925,34938,15160,35.78,null,null,null,null,null,null,15241,3107687,50299,8946626,4.05,false,"Execute CreateViewCommand;ReusedExchange;Filter;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q59","app-20220209232422-0066","Recommended",1.48,24246.78,11658.21,16091,6749831,35905,16091,34.65,null,null,null,null,null,null,16084,3068245,0,6749831,3.63,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench q6","app-20220209224544-0009","Recommended",1.46,22488.01,10526.98,13758,6335474,33015,13756,30.04,null,null,null,null,null,null,13753,2943126,863,6334611,4.26,false,"Subquery;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q80","app-20220209234532-0087","Recommended",1.46,25298.12,11841.87,16742,12630126,37140,15856,40.02,null,null,null,null,null,null,16735,3360633,668346,11961780,3.95,false,"Execute CreateViewCommand;ReusedExchange;HashAggregate;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q39b","app-20220209231330-0046","Recommended",1.46,22094.04,10341.95,13457,3807675,32436,13457,30.24,null,null,null,null,null,null,13451,2941727,0,3807675,4.32,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q57","app-20220209232314-0064","Recommended",1.46,22995.99,10722,14351,8374423,33718,14237,31.73,null,null,null,null,null,null,14345,2948771,66283,8308140,4.05,false,"Execute CreateViewCommand;ReusedExchange;Filter;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q1","app-20220209224147-0004","Recommended",1.46,21599.35,10007.64,13417,7598550,31607,13321,37.09,null,null,null,null,null,null,13412,3012015,54119,7544431,4.01,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow;Filter","DECIMAL"],["TPC-DS Like Bench q18","app-20220209225644-0022","Recommended",1.44,22216.88,9865.11,13492,7586670,32082,13492,33.42,null,null,null,null,null,null,13484,2962080,0,7586670,3.72,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q45","app-20220209231631-0052","Recommended",1.44,23723.45,10458.54,14455,5768757,34182,14154,33.74,null,null,null,null,null,null,14447,2957022,120068,5648689,3.83,false,"Execute CreateViewCommand;ReusedExchange;BroadcastHashJoin;ColumnarToRow",null],["TPC-DS Like Bench q17","app-20220209225607-0021","Recommended",1.43,24334.61,10564.38,14420,7818278,34899,14420,37.4,null,null,null,null,null,null,14412,3106844,0,7818278,3.74,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q25","app-20220209230506-0031","Recommended",1.43,21671.78,9370.21,12790,7060196,31042,12790,34.97,null,null,null,null,null,null,12784,3060435,0,7060196,3.74,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q49","app-20220209231846-0056","Recommended",1.42,22231.44,9476.55,12466,8785195,31708,12466,26.92,null,null,null,null,null,null,12448,3080539,0,8785195,4.17,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q46","app-20220209231707-0053","Recommended",1.42,22047.85,9385.14,12318,6163042,31433,12318,26.39,null,null,null,null,null,null,12312,3017041,0,6163042,4.2,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q10","app-20220209224756-0013","Recommended",1.42,24919.87,10489.12,15574,7745798,35409,14432,30.14,null,null,null,null,null,null,15567,3236768,567780,7178018,3.66,false,"Execute CreateViewCommand;SortMergeJoin;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q68","app-20220209233444-0075","Recommended",1.41,21674.52,9006.47,11821,5109423,30681,11821,20.54,null,null,null,null,null,null,11814,3004334,0,5109423,4.2,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q5","app-20220209224509-0008","Recommended",1.41,23548.42,9749.57,13729,8967631,33298,13729,41.35,null,null,null,null,null,null,13722,3186659,0,8967631,3.45,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q34","app-20220209231004-0040","Recommended",1.4,20675.69,8427.3,10842,5053339,29103,10842,27.34,null,null,null,null,null,null,10836,2994320,0,5053339,4.49,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q82","app-20220209234649-0089","Recommended",1.4,22206.53,8955.46,12212,7344489,31162,12212,39.29,null,null,null,null,null,null,12199,2973553,0,7344489,3.75,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q85","app-20220209234821-0092","Recommended",1.4,24121.11,9726.88,13468,7684101,33848,13468,29.91,null,null,null,null,null,null,13462,2949755,0,7684101,3.6,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q28","app-20220209230637-0034","Recommended",1.39,24599.41,9839.58,15464,14309580,34439,13823,33.04,null,null,null,null,null,null,15458,3008413,1518296,12791284,3.47,false,"AdaptiveSparkPlan;CollectLimit;HashAggregate;Execute CreateViewCommand;ColumnarToRow","merge_avg;merge_count"],["TPC-DS Like Bench q58","app-20220209232349-0065","Recommended",1.39,22489,8770.99,12322,5717106,31260,12322,34.17,null,null,null,null,null,null,12313,3102820,0,5717106,3.47,false,"Execute CreateViewCommand;Subquery;ColumnarToRow",null],["TPC-DS Like Bench q19","app-20220209225718-0023","Recommended",1.38,21689.15,8456.84,11373,5749051,30146,11373,23.22,null,null,null,null,null,null,11364,3161292,0,5749051,3.9,false,"Execute CreateViewCommand;ColumnarToRow",null],["TPC-DS Like Bench q61","app-20220209232531-0068","Recommended",1.38,23308.72,9017.27,12357,4376440,32326,12357,36.63,null,null,null,null,null,null,12349,3022176,0,4376440,3.7,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q71","app-20220209233627-0078","Recommended",1.38,21967.67,8440.32,11371,4987537,30408,11371,21.81,null,null,null,null,null,null,11363,3052139,0,4987537,3.88,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q22","app-20220209225845-0026","Recommended",1.38,22397.03,8535.96,12381,1736064,30933,12381,50.01,null,null,null,null,null,null,12376,2929875,0,1736064,3.22,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q70","app-20220209233555-0077","Recommended",1.37,21798.79,8233.2,10751,4816235,30032,10751,33.51,null,null,null,null,null,null,10746,3034688,0,4816235,4.26,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q83","app-20220209234722-0090","Recommended",1.36,21949.16,8010.83,10956,5253931,29960,10956,26.62,null,null,null,null,null,null,10949,2993826,0,5253931,3.72,false,"Execute CreateViewCommand;ColumnarToRow",null],["TPC-DS Like Bench q98","app-20220209235636-0105","Recommended",1.36,20487.86,7376.13,9674,3164505,27864,9674,21.36,null,null,null,null,null,null,9669,2953354,0,3164505,4.21,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q79","app-20220209234502-0086","Recommended",1.35,21073.77,7578.22,10344,5584295,28652,10344,29.69,null,null,null,null,null,null,10340,3007559,0,5584295,3.74,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q73","app-20220209233802-0080","Recommended",1.35,20143.11,7154.88,9205,3086301,27298,9205,27.46,null,null,null,null,null,null,9201,2929775,0,3086301,4.49,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q91","app-20220209235141-0098","Recommended",1.34,22090.61,7648.38,10351,3106198,29739,10351,23.11,null,null,null,null,null,null,10347,2997584,0,3106198,3.83,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q37","app-20220209231143-0043","Recommended",1.34,22130.6,7605.4,10371,5754398,29736,10371,38.21,null,null,null,null,null,null,10366,3003155,0,5754398,3.75,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q44","app-20220209231559-0051","Recommended",1.34,22359.33,7652.66,10956,7175937,30012,10347,29.11,null,null,null,null,null,null,10950,3029969,398712,6777225,3.84,false,"AdaptiveSparkPlan;Subquery;Execute CreateViewCommand;Filter;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q9","app-20220209224725-0012","Recommended",1.33,21873.81,7315.18,9829,8064543,29189,9829,35.84,null,null,null,null,null,null,9823,3021491,0,8064543,3.91,false,"Execute CreateViewCommand;AdaptiveSparkPlan;Subquery;ColumnarToRow",null],["TPC-DS Like Bench q40","app-20220209231405-0047","Recommended",1.33,24561.7,8167.29,12119,8004983,32729,11272,36.85,null,null,null,null,null,null,12110,3142013,558989,7445994,3.63,false,"Execute CreateViewCommand;ReusedExchange;HashAggregate;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q2","app-20220209224220-0005","Recommended",1.32,21301.46,6890.53,8966,4724046,28192,8966,38.76,null,null,null,null,null,null,8960,3025086,0,4724046,4.32,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench ss_max","app-20220209235735-0107","Recommended",1.31,20784.37,6539.62,9176,5331368,27324,8883,40.82,null,null,null,null,null,null,9171,3049122,169902,5161466,3.79,false,"Execute CreateViewCommand;AdaptiveSparkPlan;HashAggregate;ColumnarToRow","merge_count;merge_max"],["TPC-DS Like Bench q60","app-20220209232500-0067","Recommended",1.31,22250.37,6983.62,9811,3834676,29234,9811,19.92,null,null,null,null,null,null,9806,2939560,0,3834676,3.47,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q13","app-20220209224945-0016","Recommended",1.31,20407.71,6360.28,8816,4265966,26768,8816,34.5,null,null,null,null,null,null,8808,2951094,0,4265966,3.59,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q56","app-20220209232242-0063","Recommended",1.3,22798.87,7044.12,9896,3729466,29843,9896,14.44,null,null,null,null,null,null,9890,2971656,0,3729466,3.47,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q76","app-20220209234000-0083","Recommended",1.3,22630.64,6827.35,9835,6264831,29458,9835,33.9,null,null,null,null,null,null,9830,3037202,0,6264831,3.27,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench q33","app-20220209230935-0039","Recommended",1.3,21561.95,6491.04,9119,3032680,28053,9119,18.14,null,null,null,null,null,null,9111,2983234,0,3032680,3.47,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q88","app-20220209235013-0095","Recommended",1.3,23989.56,7197.43,9998,6687038,31187,9998,43.92,null,null,null,null,null,null,9987,3212440,0,6687038,3.57,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench q7","app-20220209224619-0010","Not Recommended",1.29,20663.5,6143.5,8936,4022166,26807,8936,35.88,null,null,null,null,null,null,8929,2959904,0,4022166,3.2,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q48","app-20220209231816-0055","Not Recommended",1.29,21310.47,6237.52,8514,3969649,27548,8514,33.42,null,null,null,null,null,null,8507,2990347,0,3969649,3.74,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q26","app-20220209230539-0032","Not Recommended",1.28,21556.18,6109.81,8887,4002441,27666,8887,36.79,null,null,null,null,null,null,8876,3012952,0,4002441,3.2,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q12","app-20220209224918-0015","Not Recommended",1.27,19624.36,5459.63,7584,1865587,25084,7584,23.82,null,null,null,null,null,null,7577,3102250,0,1865587,3.57,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q62","app-20220209232605-0069","Not Recommended",1.27,21448.22,5877.77,8574,4218821,27326,8574,36.47,null,null,null,null,null,null,8565,3017055,0,4218821,3.18,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench q20","app-20220209225749-0024","Not Recommended",1.26,21250.95,5641.04,7836,2040974,26892,7836,22.51,null,null,null,null,null,null,7829,3039094,0,2040974,3.57,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q99","app-20220209235705-0106","Not Recommended",1.25,22355.32,5801.67,8463,4558275,28157,8463,33.1,null,null,null,null,null,null,8455,2973149,0,4558275,3.18,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench q36","app-20220209231114-0042","Not Recommended",1.25,21356.73,5527.26,7756,3642750,26884,7756,30.08,null,null,null,null,null,null,7752,2905924,0,3642750,3.48,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q89","app-20220209235046-0096","Not Recommended",1.25,20969.23,5401.76,7869,4029740,26371,7615,24.99,null,null,null,null,null,null,7858,3012145,129765,3899975,3.44,false,"Execute CreateViewCommand;ReusedExchange;Filter;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q86","app-20220209234857-0093","Not Recommended",1.25,21140.77,5388.22,7493,3505441,26529,7493,29.09,null,null,null,null,null,null,7489,3240380,0,3505441,3.56,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q27","app-20220209230608-0033","Not Recommended",1.25,22114.89,5587.1,8150,3737103,27702,8150,29.62,null,null,null,null,null,null,8143,3067371,0,3737103,3.18,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q66","app-20220209232841-0073","Not Recommended",1.24,24291.91,5938.08,9771,5287383,30230,8612,35.68,null,null,null,null,null,null,9765,2922061,626680,4660703,3.22,false,"Execute CreateViewCommand;ReusedExchange;HashAggregate;ColumnarToRow","DecimalType"],["TPC-DS Like Bench q53","app-20220209232111-0060","Not Recommended",1.23,22160.97,5233.02,7622,3879496,27394,7368,25.54,null,null,null,null,null,null,7617,2905347,128795,3750701,3.45,false,"Execute CreateViewCommand;ReusedExchange;Filter;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q84","app-20220209234754-0091","Not Recommended",1.23,21195.3,4968.69,7129,3814060,26164,7129,40.65,null,null,null,null,null,null,7123,3029105,0,3814060,3.3,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench q63","app-20220209232634-0070","Not Recommended",1.23,21192.66,4957.33,7215,3490147,26150,6980,26.58,null,null,null,null,null,null,7207,2976838,113318,3376829,3.45,false,"Execute CreateViewCommand;ReusedExchange;Filter;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q43","app-20220209231533-0050","Not Recommended",1.23,19958.18,4641.81,6660,3257940,24600,6660,29.65,null,null,null,null,null,null,6651,2961446,0,3257940,3.3,false,"Execute CreateViewCommand;ColumnarToRow",null],["TPC-DS Like Bench ss_maxb","app-20220209235804-0108","Not Recommended",1.23,19063.41,4414.58,5825,3798491,23478,5825,48.17,null,null,null,null,null,null,5819,3155711,0,3798491,4.13,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench q3","app-20220209224250-0006","Not Recommended",1.22,20089.36,4522.63,6489,2898373,24612,6489,26.88,null,null,null,null,null,null,6483,3094853,0,2898373,3.3,false,"Execute CreateViewCommand;ColumnarToRow",null],["TPC-DS Like Bench q21","app-20220209225818-0025","Not Recommended",1.22,20413.61,4531.38,6610,1072926,24945,6610,40.94,null,null,null,null,null,null,6605,3079474,0,1072926,3.18,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q55","app-20220209232217-0062","Not Recommended",1.22,19494.18,4296.81,6165,2612787,23791,6165,24.78,null,null,null,null,null,null,6158,2995446,0,2612787,3.3,false,"Execute CreateViewCommand;ColumnarToRow",null],["TPC-DS Like Bench q92","app-20220209235212-0099","Not Recommended",1.21,20741.45,4549.54,6384,2095601,25291,6123,25.07,null,null,null,null,null,null,6380,2967129,85419,2010182,3.89,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow;Filter","DECIMAL"],["TPC-DS Like Bench q90","app-20220209235114-0097","Not Recommended",1.21,20450.98,4350.01,6209,2604676,24801,6209,44.95,null,null,null,null,null,null,6204,2976499,0,2604676,3.34,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench q32","app-20220209230908-0038","Not Recommended",1.2,20973.26,4366.73,6107,2712962,25340,5909,25.21,null,null,null,null,null,null,6098,3048254,87623,2625339,3.83,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow;Filter","DECIMAL"],["TPC-DS Like Bench q42","app-20220209231505-0049","Not Recommended",1.2,21414.78,4436.21,6365,2726759,25851,6365,23.15,null,null,null,null,null,null,6358,3047836,0,2726759,3.3,false,"Execute CreateViewCommand;ColumnarToRow",null],["TPC-DS Like Bench q52","app-20220209232045-0059","Not Recommended",1.19,20523.3,4071.69,5842,2683090,24595,5842,25.46,null,null,null,null,null,null,5827,3074975,0,2683090,3.3,false,"Execute CreateViewCommand;ColumnarToRow",null],["TPC-DS Like Bench q41","app-20220209231439-0048","Not Recommended",1.19,20533.93,4071.06,5649,161564,24605,5649,55.4,null,null,null,null,null,null,5642,2970757,0,161564,3.58,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench q96","app-20220209235526-0103","Not Recommended",1.18,20189.67,3776.32,5324,2304428,23966,5324,44.32,null,null,null,null,null,null,5317,2947875,0,2304428,3.44,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["DART-ALGO","application_1665146417445_0002","Not Recommended",1.04,375798.12,16253.87,44531,75900172,392052,23675,14.55,null,null,null,null,null,null,16579,58017590,35546441,40353731,3.19,false,"Scan hive ecomm_ops_tables.zzz_dart_browse_ads_prod_mod;Scan hive ecomm_ops_tables.s0s0jzb_browse_shelf_cat_map;CollectLimit",null],["DART-ALGO","application_1665146417445_0003","Not Recommended",1,690682,0,0,0,690682,0,0,null,null,null,null,null,null,0,0,0,0,1,false,null,null]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":false,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"App Name","type":"\"string\""},{"metadata":"{}","name":"App ID","type":"\"string\""},{"metadata":"{}","name":"Recommendation","type":"\"string\""},{"metadata":"{}","name":"Estimated GPU Speedup","type":"\"double\""},{"metadata":"{}","name":"Estimated GPU Duration","type":"\"double\""},{"metadata":"{}","name":"Estimated GPU Time Saved","type":"\"double\""},{"metadata":"{}","name":"SQL DF Duration","type":"\"long\""},{"metadata":"{}","name":"SQL Dataframe Task Duration","type":"\"long\""},{"metadata":"{}","name":"App Duration","type":"\"long\""},{"metadata":"{}","name":"GPU Opportunity","type":"\"long\""},{"metadata":"{}","name":"Executor CPU Time Percent","type":"\"double\""},{"metadata":"{}","name":"SQL Ids with Failures","type":"\"double\""},{"metadata":"{}","name":"Unsupported Read File Formats and Types","type":"\"double\""},{"metadata":"{}","name":"Unsupported Write Data Format","type":"\"double\""},{"metadata":"{}","name":"Complex Types","type":"\"double\""},{"metadata":"{}","name":"Nested Complex Types","type":"\"double\""},{"metadata":"{}","name":"Potential Problems","type":"\"double\""},{"metadata":"{}","name":"Longest SQL Duration","type":"\"long\""},{"metadata":"{}","name":"NONSQL Task Duration Plus Overhead","type":"\"long\""},{"metadata":"{}","name":"Unsupported Task Duration","type":"\"long\""},{"metadata":"{}","name":"Supported SQL DF Task Duration","type":"\"long\""},{"metadata":"{}","name":"Task Speedup Factor","type":"\"double\""},{"metadata":"{}","name":"App Duration Estimated","type":"\"boolean\""},{"metadata":"{}","name":"Unsupported Execs","type":"\"string\""},{"metadata":"{}","name":"Unsupported Expressions","type":"\"string\""}],"type":"table"}},"output_type":"display_data"}],"source":["summary_output=pd.read_csv(outputpath_string + \"/rapids_4_spark_qualification_output/rapids_4_spark_qualification_output.csv\")\n","display(summary_output)"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6756159b-30ca-407a-ab6b-9c29ced01ea6","showTitle":false,"title":""}},"source":["## Stages Output"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"cdde6177-db5f-434a-995b-776678a64a3a","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .table-result-container {\n","    max-height: 300px;\n","    overflow: auto;\n","  }\n","  table, th, td {\n","    border: 1px solid black;\n","    border-collapse: collapse;\n","  }\n","  th, td {\n","    padding: 5px;\n","  }\n","  th {\n","    text-align: left;\n","  }\n","</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>App ID</th><th>Stage ID</th><th>Average Speedup Factor</th><th>Stage Task Duration</th><th>Unsupported Task Duration</th><th>Stage Estimated</th></tr></thead><tbody><tr><td>app-20220209224509-0008</td><td>31</td><td>2.95</td><td>1184</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>33</td><td>2.9</td><td>1086</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>35</td><td>3.37</td><td>2321523</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>41</td><td>3.9</td><td>172648</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>39</td><td>5.72</td><td>4586824</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>38</td><td>3.36</td><td>694337</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>40</td><td>4.26</td><td>656835</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>37</td><td>3.36</td><td>524190</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>32</td><td>2.9</td><td>641</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>36</td><td>2.73</td><td>7065</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>42</td><td>3.0</td><td>218</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>34</td><td>2.9</td><td>1080</td><td>0</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>39</td><td>2.71</td><td>0</td><td>0</td><td>true</td></tr><tr><td>app-20220209235114-0097</td><td>40</td><td>3.54</td><td>413</td><td>0</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>34</td><td>2.95</td><td>964</td><td>0</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>37</td><td>2.71</td><td>0</td><td>0</td><td>true</td></tr><tr><td>app-20220209235114-0097</td><td>41</td><td>3.0</td><td>365</td><td>0</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>31</td><td>2.95</td><td>1058</td><td>0</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>32</td><td>2.95</td><td>694</td><td>0</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>35</td><td>3.68</td><td>2142147</td><td>0</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>38</td><td>4.34</td><td>271</td><td>0</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>36</td><td>3.68</td><td>457864</td><td>0</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>33</td><td>2.95</td><td>900</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>35</td><td>3.33</td><td>93394</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>36</td><td>3.33</td><td>239863</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>38</td><td>6.91</td><td>2696172</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>37</td><td>3.33</td><td>1684494</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>40</td><td>3.9</td><td>205018</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>32</td><td>2.9</td><td>7530</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>41</td><td>3.0</td><td>210</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>39</td><td>5.67</td><td>2129775</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>34</td><td>2.95</td><td>1198</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>31</td><td>2.95</td><td>1284</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>33</td><td>2.9</td><td>1258</td><td>0</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>32</td><td>2.9</td><td>1046</td><td>0</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>34</td><td>3.72</td><td>2226056</td><td>0</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>31</td><td>2.95</td><td>6677</td><td>0</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>33</td><td>2.95</td><td>672</td><td>0</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>37</td><td>3.0</td><td>210</td><td>0</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>35</td><td>4.3</td><td>688894</td><td>0</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>36</td><td>4.3</td><td>566592</td><td>113318</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>36</td><td>3.0</td><td>303</td><td>0</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>32</td><td>2.9</td><td>5690</td><td>0</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>31</td><td>2.95</td><td>1181</td><td>0</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>34</td><td>3.68</td><td>621736</td><td>0</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>33</td><td>2.9</td><td>894</td><td>0</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>35</td><td>3.9</td><td>1106260</td><td>0</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>34</td><td>3.68</td><td>2301205</td><td>0</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>31</td><td>2.95<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the first 1000 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ID","type":"\"string\""},{"metadata":"{}","name":"Stage ID","type":"\"long\""},{"metadata":"{}","name":"Average Speedup Factor","type":"\"double\""},{"metadata":"{}","name":"Stage Task Duration","type":"\"long\""},{"metadata":"{}","name":"Unsupported Task Duration","type":"\"long\""},{"metadata":"{}","name":"Stage Estimated","type":"\"boolean\""}],"type":"table"}},"output_type":"display_data"}],"source":["stages_output=pd.read_csv(outputpath_string + \"/rapids_4_spark_qualification_output/rapids_4_spark_qualification_output_stages.csv\")\n","display(stages_output)"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"4d7ce219-ae75-4a0c-a78c-4e7f25b8cd6f","showTitle":false,"title":""}},"source":["## Execs Output"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"998b0c51-0cb6-408e-a01a-d1f5b1a61e1f","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .table-result-container {\n","    max-height: 300px;\n","    overflow: auto;\n","  }\n","  table, th, td {\n","    border: 1px solid black;\n","    border-collapse: collapse;\n","  }\n","  th, td {\n","    padding: 5px;\n","  }\n","  th {\n","    text-align: left;\n","  }\n","</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>App ID</th><th>SQL ID</th><th>Exec Name</th><th>Expression Name</th><th>Task Speedup Factor</th><th>Exec Duration</th><th>SQL Node Id</th><th>Exec Is Supported</th><th>Exec Stages</th><th>Exec Children</th><th>Exec Children Node Ids</th><th>Exec Should Remove</th></tr></thead><tbody><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>30</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>89</td><td>false</td><td>39</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (15)</td><td>WholeStageCodegen (15)</td><td>8.0</td><td>4234050</td><td>95</td><td>true</td><td>39</td><td>Sort</td><td>96</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>584</td><td>97</td><td>true</td><td>36:39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>0</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (8)</td><td>WholeStageCodegen (8)</td><td>2.9</td><td>23059</td><td>65</td><td>true</td><td>37</td><td>Project:Filter:ColumnarToRow</td><td>66:67:68</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Union</td><td>null</td><td>3.0</td><td>0</td><td>85</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (22)</td><td>WholeStageCodegen (22)</td><td>4.5</td><td>18839</td><td>76</td><td>true</td><td>40</td><td>HashAggregate</td><td>77</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>60</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>80029</td><td>104</td><td>true</td><td>35:39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>40</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>54</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>81</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>536</td><td>114</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (6)</td><td>WholeStageCodegen (6)</td><td>4.5</td><td>187988</td><td>9</td><td>true</td><td>40</td><td>HashAggregate</td><td>10</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>56</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1736</td><td>70</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>14</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>33</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>77</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>750661</td><td>109</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>6</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>87</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>10</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>35</td><td>false</td><td>38</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1712</td><td>38</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>4.13</td><td>315026</td><td>12</td><td>true</td><td>38</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin</td><td>13:14:15:16:17</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>113</td><td>false</td><td>34</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>42</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>22</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.9</td><td>760</td><td>27</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>28:29:30</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>1</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1567</td><td>71</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>62</td><td>false</td><td>37</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (13)</td><td>WholeStageCodegen (13)</td><td>2.9</td><td>17055</td><td>86</td><td>true</td><td>39</td><td>Project:Filter:ColumnarToRow</td><td>87:88:89</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>283</td><td>48</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>103</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>23</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>106</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>22</td><td>false</td><td>38</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Union</td><td>null</td><td>3.0</td><td>0</td><td>8</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>12</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>10</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>73</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1537</td><td>110</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>94</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>14</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1736</td><td>101</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1128</td><td>44</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>16</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>61</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (16)</td><td>WholeStageCodegen (16)</td><td>2.9</td><td>1506623</td><td>105</td><td>true</td><td>35</td><td>Project:Filter:ColumnarToRow</td><td>106:107:108</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>34</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Execute InsertIntoHadoopFsRelationCommand parquet</td><td>null</td><td>3.0</td><td>0</td><td>0</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>5</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (20)</td><td>WholeStageCodegen (20)</td><td>2.8</td><td>540</td><td>111</td><td>true</td><td>34</td><td>Filter:ColumnarToRow</td><td>112:113</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1736</td><td>37</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (14)</td><td>WholeStageCodegen (14)</td><td>1.0</td><td>4090</td><td>98</td><td>false</td><td>36</td><td>ColumnarToRow</td><td>99</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>9</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>12454</td><td>69</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>6</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>68</td><td>false</td><td>37</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>21</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>TakeOrderedAndProject</td><td>null</td><td>3.0</td><td>0</td><td>1</td><td>true</td><td>41:42</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>15</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>57</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Union</td><td>null</td><td>3.0</td><td>0</td><td>18</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>2</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (7)</td><td>WholeStageCodegen (7)</td><td>2.9</td><td>247099</td><td>59</td><td>true</td><td>37</td><td>Project:Filter:ColumnarToRow</td><td>60:61:62</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>7</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>19</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>4</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (21)</td><td>WholeStageCodegen (21)</td><td>4.13</td><td>3230425</td><td>79</td><td>true</td><td>39</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin</td><td>80:81:82:83:84</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>768</td><td>78</td><td>true</td><td>39:40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>173035</td><td>23</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>15</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>47</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>82</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>66</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1736</td><td>91</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>84</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>19562</td><td>36</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>515</td><td>75</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>206</td><td>4</td><td>true</td><td>40:41</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>20</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>13</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>55</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (24)</td><td>WholeStageCodegen (24)</td><td>4.5</td><td>30834</td><td>2</td><td>true</td><td>41</td><td>HashAggregate</td><td>3</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Union</td><td>null</td><td>3.0</td><td>0</td><td>58</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>29</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (12)</td><td>WholeStageCodegen (12)</td><td>4.5</td><td>34686</td><td>49</td><td>true</td><td>40</td><td>HashAggregate</td><td>50</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>50</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1736</td><td>64</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>4425</td><td>51</td><td>true</td><td>37:40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>13</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>88</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>46</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>743</td><td>31</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>2399</td><td>100</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>2.8</td><td>291</td><td>45</td><td>true</td><td>32</td><td>Filter:ColumnarToRow</td><td>46:47</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>41</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>17</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>93</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.9</td><td>325673</td><td>19</td><td>true</td><td>38</td><td>Project:Filter:ColumnarToRow</td><td>20:21:22</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Expand</td><td>null</td><td>3.0</td><td>0</td><td>7</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>6179</td><td>11</td><td>true</td><td>38:40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>28</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>16</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>67</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>108</td><td>false</td><td>35</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>107</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1736</td><td>24</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>112</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>83</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (11)</td><td>WholeStageCodegen (11)</td><td>4.13</td><td>235109</td><td>52</td><td>true</td><td>37</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin</td><td>53:54:55:56:57</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>132149</td><td>63</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>20</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>17</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>3</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>18</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.9</td><td>760</td><td>39</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>40:41:42</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>99</td><td>false</td><td>36</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>8</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (10)</td><td>WholeStageCodegen (10)</td><td>2.8</td><td>538</td><td>72</td><td>true</td><td>33</td><td>Filter:ColumnarToRow</td><td>73:74</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>2.9</td><td>36275</td><td>32</td><td>true</td><td>38</td><td>Project:Filter:ColumnarToRow</td><td>33:34:35</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>53</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>3</td><td>true</td><td>41</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>21</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (23)</td><td>WholeStageCodegen (23)</td><td>3.75</td><td>201149</td><td>5</td><td>true</td><td>40</td><td>HashAggregate:Expand</td><td>6:7</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1712</td><td>26</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>11</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (18)</td><td>WholeStageCodegen (18)</td><td>12.85</td><td>3376529</td><td>92</td><td>true</td><td>39</td><td>Project:SortMergeJoin</td><td>93:94</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (17)</td><td>WholeStageCodegen (17)</td><td>8.0</td><td>0</td><td>102</td><td>true</td><td>39</td><td>Sort</td><td>103</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>80</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>25</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>74</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>8648</td><td>90</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>96</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>743</td><td>43</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>35</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>52</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>49</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>23</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>17</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>16</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>13</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>9</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>913605</td><td>20</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>969</td><td>42</td><td>true</td><td>36:38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>511</td><td>38</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>46</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>15</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>WholeStageCodegen (6)</td><td>WholeStageCodegen (6)</td><td>3.84</td><td>418053</td><td>43</td><td>true</td><td>36</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:Filter:ColumnarToRow</td><td>44:45:46:47:48:49:50:51:52:53</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>7</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1401</td><td>55</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Execute InsertIntoHadoopFsRelationCommand parquet</td><td>null</td><td>3.0</td><td>0</td><td>0</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>21</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>20</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>17</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>57</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>14</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>47</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>3</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>22</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>WholeStageCodegen (8)</td><td>WholeStageCodegen (8)</td><td>4.5</td><td>172</td><td>6</td><td>true</td><td>40</td><td>HashAggregate</td><td>7</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>8</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>TakeOrderedAndProject</td><td>null</td><td>3.0</td><td>0</td><td>2</td><td>true</td><td>40:41</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>36</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>44</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>508</td><td>60</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>WholeStageCodegen (7)</td><td>WholeStageCodegen (7)</td><td>4.5</td><td>42</td><td>40</td><td>true</td><td>38</td><td>HashAggregate</td><td>41</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>4</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>13</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>3.84</td><td>1443692</td><td>9</td><td>true</td><td>35</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:Filter:ColumnarToRow</td><td>10:11:12:13:14:15:16:17:18:19</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>23</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>45</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.9</td><td>519</td><td>22</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>23:24:25</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>11</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>24</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>AdaptiveSparkPlan</td><td>null</td><td>1.0</td><td>0</td><td>1</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>31</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>14</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.9</td><td>515</td><td>34</td><td>true</td><td>33</td><td>Project:Filter:ColumnarToRow</td><td>35:36:37</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>41</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>4</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>29</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>WholeStageCodegen (9)</td><td>WholeStageCodegen (9)</td><td>3.0</td><td>96</td><td>3</td><td>true</td><td>40</td><td>Project</td><td>4</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>7</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>12</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>58</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>15</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>16</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>1</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>50</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>19</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>5</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>48</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastNestedLoopJoin</td><td>null</td><td>3.0</td><td>0</td><td>5</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1331</td><td>33</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>2539</td><td>8</td><td>true</td><td>35:40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>12</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>19</td><td>false</td><td>35</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>298</td><td>32</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1490</td><td>21</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>11</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>0</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1175</td><td>27</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>37</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>51</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>53</td><td>false</td><td>36</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>512</td><td>26</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>59</td><td>false</td><td>34</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>2.9</td><td>532</td><td>56</td><td>true</td><td>34</td><td>Project:Filter:ColumnarToRow</td><td>57:58:59</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>18</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>10</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>30</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>2</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>187093</td><td>54</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>315</td><td>39</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>6</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>2.9</td><td>317</td><td>28</td><td>true</td><td>32</td><td>Project:Filter:ColumnarToRow</td><td>29:30:31</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>18</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>25</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>10</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1704</td><td>49</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>9</td><td>4</td><td>true</td><td>39:40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (10)</td><td>WholeStageCodegen (10)</td><td>2.9</td><td>635</td><td>70</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>71:72:73</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (13)</td><td>WholeStageCodegen (13)</td><td>2.8</td><td>4513</td><td>81</td><td>true</td><td>32</td><td>Filter:ColumnarToRow</td><td>82:83</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>11</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>9</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1704</td><td>69</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>23</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (8)</td><td>WholeStageCodegen (8)</td><td>8.0</td><td>35213</td><td>55</td><td>true</td><td>39</td><td>Sort</td><td>56</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (7)</td><td>WholeStageCodegen (7)</td><td>2.8</td><td>884757</td><td>58</td><td>true</td><td>37</td><td>Filter:ColumnarToRow</td><td>59:60</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>18</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>6119</td><td>42</td><td>true</td><td>36:38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>13</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (12)</td><td>WholeStageCodegen (12)</td><td>2.8</td><td>817</td><td>76</td><td>true</td><td>33</td><td>Filter:ColumnarToRow</td><td>77:78</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>52</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (15)</td><td>WholeStageCodegen (15)</td><td>4.5</td><td>33476</td><td>2</td><td>true</td><td>40</td><td>HashAggregate</td><td>3</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.8</td><td>145646</td><td>43</td><td>true</td><td>36</td><td>Filter:ColumnarToRow</td><td>44:45</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>3</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>77</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>20</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>36</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>26</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>22</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>53</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>15</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>20</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>59127</td><td>46</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>18</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>29</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>73</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230506-0031</td><td>12</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>83</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230506-0031</td><td>9</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (6)</td><td>WholeStageCodegen (6)</td><td>8.0</td><td>1675058</td><td>19</td><td>true</td><td>39</td><td>Sort</td><td>20</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>16</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>6</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>17</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>8</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>21</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Execute InsertIntoHadoopFsRelationCommand parquet</td><td>null</td><td>3.0</td><td>0</td><td>0</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>51</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>8</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>10</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>15</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>37</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>610</td><td>74</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>16</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>4268</td><td>84</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>10</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>19</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>610</td><td>54</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>559865</td><td>61</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>7697</td><td>27</td><td>true</td><td>35:38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>11</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>56</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>2</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>14</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>1</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (9)</td><td>WholeStageCodegen (9)</td><td>2.9</td><td>637</td><td>64</td><td>true</td><td>34</td><td>Project:Filter:ColumnarToRow</td><td>65:66:67</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>38</td><td>false</td><td>34</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>30</td><td>false</td><td>35</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>4960</td><td>57</td><td>true</td><td>37:39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>24</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>2462</td><td>80</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>59</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>8.0</td><td>968634</td><td>40</td><td>true</td><td>38</td><td>Sort</td><td>41</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>12</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>0</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>44</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>7</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>6</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>4</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>17</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>67</td><td>false</td><td>34</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>618</td><td>68</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>12.85</td><td>1581047</td><td>22</td><td>true</td><td>38</td><td>Project:SortMergeJoin</td><td>23:24</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>28231</td><td>31</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>72</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>45</td><td>false</td><td>36</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230506-0031</td><td>3</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>71</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>7</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (14)</td><td>WholeStageCodegen (14)</td><td>5.44</td><td>1222545</td><td>5</td><td>true</td><td>39</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:SortMergeJoin</td><td>6:7:8:9:10:11:12:13:14:15:16:17:18</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (10)</td><td>WholeStageCodegen (10)</td><td>2.9</td><td>635</td><td>50</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>51:52:53</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>618</td><td>39</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>82</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1696</td><td>75</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>807</td><td>79</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1710</td><td>47</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>13</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1661</td><td>34</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>8.0</td><td>1044148</td><td>25</td><td>true</td><td>38</td><td>Sort</td><td>26</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1661</td><td>63</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>23</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (9)</td><td>WholeStageCodegen (9)</td><td>2.9</td><td>637</td><td>35</td><td>true</td><td>34</td><td>Project:Filter:ColumnarToRow</td><td>36:37:38</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1710</td><td>62</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>65</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>TakeOrderedAndProject</td><td>null</td><td>3.0</td><td>0</td><td>1</td><td>true</td><td>40:41</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>66</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>60</td><td>false</td><td>37</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>33</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>9973</td><td>21</td><td>true</td><td>38:39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>78</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1680</td><td>32</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.8</td><td>61763</td><td>28</td><td>true</td><td>35</td><td>Filter:ColumnarToRow</td><td>29:30</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>14</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>41</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>5</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>48</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Window</td><td>null</td><td>3.0</td><td>0</td><td>5</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Execute InsertIntoHadoopFsRelationCommand parquet</td><td>null</td><td>3.0</td><td>0</td><td>0</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>10</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>5</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>22</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>7</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>2</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>297</td><td>42</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>496</td><td>47</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>14</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>1</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>3</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>4.5</td><td>170171</td><td>9</td><td>true</td><td>35</td><td>HashAggregate</td><td>10</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>26</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>7</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>35</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209232634-0070</td><td>20</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>39</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>33</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>16</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>46</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>3.95</td><td>1233966</td><td>12</td><td>true</td><td>34</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Filter:ColumnarToRow</td><td>13:14:15:16:17:18:19:26:27</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>84261</td><td>11</td><td>true</td><td>34:35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>8</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.9</td><td>3044</td><td>21</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>22:23:24</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1460</td><td>43</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1121</td><td>29</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.8</td><td>502</td><td>44</td><td>true</td><td>32</td><td>Filter:ColumnarToRow</td><td>45:46</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>WholeStageCodegen (6)</td><td>WholeStageCodegen (6)</td><td>8.0</td><td>134574</td><td>6</td><td>true</td><td>36</td><td>Sort</td><td>7</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>10</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1110</td><td>31</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>17</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>12</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>15</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>19</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>41</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>TakeOrderedAndProject</td><td>null</td><td>3.0</td><td>0</td><td>1</td><td>true</td><td>36:37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>40</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>4</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>32</td><td>8</td><td>true</td><td>35:36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>3</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>21</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>9</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>2.9</td><td>316</td><td>38</td><td>true</td><td>33</td><td>Project:Filter:ColumnarToRow</td><td>39:40:41</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>30</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>15</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>19</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>2.9</td><td>316</td><td>32</td><td>true</td><td>33</td><td>Project:Filter:ColumnarToRow</td><td>33:34:35</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>23</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>22</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>27</td><td>false</td><td>34</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>297</td><td>36</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>45</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>16</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>17</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1726</td><td>20</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>18</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>13</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>24</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>14</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>6</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>18</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Filter</td><td>null</td><td>1.0</td><td>0</td><td>4</td><td>false</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>651253</td><td>28</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>11</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>0</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>13</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>WholeStageCodegen (7)</td><td>WholeStageCodegen (7)</td><td>2.0</td><td>5621</td><td>2</td><td>true</td><td>36</td><td>Project:Filter</td><td>3:4</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1110</td><td>37</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>2913</td><td>25</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>34</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>23</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>2</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.8</td><td>465</td><td>37</td><td>true</td><td>33</td><td>Filter:ColumnarToRow</td><td>38:39</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1608</td><td>17</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>13</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>17</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>4241</td><td>4</td><td>true</td><td>34:35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>39</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209225845-0026</td><td>14</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>687</td><td>24</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>11</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>13</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>22</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>70247</td><td>16</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>8</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>8</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>10</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>3.84</td><td>443046</td><td>5</td><td>true</td><td>34</td><td>HashAggregate:Expand:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Filter:ColumnarToRow</td><td>6:7:8:9:10:11:12:13:14:15</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>10</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>6</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>28</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>6</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>12</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>3</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>16</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>38</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>21</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>2.8</td><td>2544</td><td>32</td><td>true</td><td>32</td><td>Filter:ColumnarToRow</td><td>33:34</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>14</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>7</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>5</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>9</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>9</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>23</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>29</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209225845-0026</td><td>19</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>687</td><td>30</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>2329</td><td>35</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>18</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>18</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Expand</td><td>null</td><td>3.0</td><td>0</td><td>7</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1587</td><td>19</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>20</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1326</td><td>36</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>22</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>27</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>23</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>33</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1587</td><td>25</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>TakeOrderedAndProject</td><td>null</td><td>3.0</td><td>0</td><td>1</td><td>true</td><td>35:36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>3</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>21</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>34</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209225845-0026</td><td>1</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>11</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>4.5</td><td>472310</td><td>2</td><td>true</td><td>35</td><td>HashAggregate</td><td>3</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1905</td><td>31</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>15</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>12</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>0</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.9</td><td>707</td><td>26</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>27:28:29</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>15</td><td>false</td><td>34</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.9</td><td>707</td><td>20</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>21:22:23</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>462</td><td>40</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Execute InsertIntoHadoopFsRelationCommand parquet</td><td>null</td><td>3.0</td><td>0</td><td>0</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>4</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>1</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>14</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>13</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>5.17</td><td>215</td><td>2</td><td>true</td><td>36</td><td>Project:Sort:HashAggregate</td><td>3:4:5</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>19</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>10</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>10</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>9</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>0</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>3</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>11</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>6</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>9</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>7</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>12</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>35</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1307</td><td>19</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>23</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209235526-0103</td><td>4</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>17</td><td>false</td><td>34</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209235526-0103</td><td>22</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>12</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>1051436</td><td>18</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>15</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>27</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>8</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1470</td><td>31</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>16</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>605</td><td>36</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>16</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1146</td><td>25</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>2</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>283</td><td>30</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>21</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>21</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Execute InsertIntoHadoopFsRelationCommand parquet</td><td>null</td><td>3.0</td><td>0</td><td>0</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>29</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209235526-0103</td><td>18</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>15</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>34</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>28</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>11</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>23</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>AdaptiveSparkPlan</td><td>null</td><td>1.0</td><td>0</td><td>1</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>4</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>17</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>20</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>14</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>492</td><td>24</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.9</td><td>498</td><td>20</td><td>true</td><td>33</td><td>Project:Filter:ColumnarToRow</td><td>21:22:23</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>3.84</td><td>1577328</td><td>7</td><td>true</td><td>34</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:Filter:ColumnarToRow</td><td>8:9:10:11:12:13:14:15:16:17</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>13</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>33</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>2.9</td><td>303</td><td>26</td><td>true</td><td>32</td><td>Project:Filter:ColumnarToRow</td><td>27:28:29</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>5</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>22</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>5</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.9</td><td>610</td><td>32</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>33:34:35</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>8</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>2298</td><td>6</td><td>true</td><td>34:36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>3</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>16</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>9</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Execute InsertIntoHadoopFsRelationCommand parquet</td><td>null</td><td>3.0</td><td>0</td><td>0</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>511</td><td>24</td><td>true</td><td>34:36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>14</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>298</td><td>36</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>33</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>8.0</td><td>13538935</td><td>22</td><td>true</td><td>36</td><td>Sort</td><td>23</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>0</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>19</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>WholeStageCodegen (7)</td><td>WholeStageCodegen (7)</td><td>2.9</td><td>316</td><td>48</td><td>true</td><td>32</td><td>Project:Filter:ColumnarToRow</td><td>49:50:51</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>4</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>44</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>285</td><td>46</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>45</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1208</td><td>31</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>3</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>14</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>13</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>17</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>15</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>34</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>40</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>146476</td><td>17</td><td>true</td><td>35:36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>27</td><td>false</td><td>34</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>298</td><td>52</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1234</td><td>29</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>1</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>12</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>WholeStageCodegen (8)</td><td>WholeStageCodegen (8)</td><td>6.06</td><td>7555734</td><td>5</td><td>true</td><td>36</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:SortMergeJoin</td><td>6:7:8:9:10:11:12:13:14</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>21</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>9</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>26</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>13</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.8</td><td>76352</td><td>25</td><td>true</td><td>34</td><td>Filter:ColumnarToRow</td><td>26:27</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>7</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>TakeOrderedAndProject</td><td>null</td><td>3.0</td><td>0</td><td>1</td><td>true</td><td>37:38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>39</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>11</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>35</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>289</td><td>41</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>1492</td><td>4</td><td>true</td><td>36:37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>18</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>3</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>5</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>WholeStageCodegen (6)</td><td>WholeStageCodegen (6)</td><td>2.8</td><td>313</td><td>43</td><td>true</td><td>31</td><td>Filter:ColumnarToRow</td><td>44:45</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>8.0</td><td>21803</td><td>15</td><td>true</td><td>36</td><td>Sort</td><td>16</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>11</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>2.8</td><td>302</td><td>38</td><td>true</td><td>33</td><td>Filter:ColumnarToRow</td><td>39:40</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>20</td><td>false</td><td>35</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>16</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>10</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>23</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>47653</td><td>28</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1208</td><td>47</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>6</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1214</td><td>37</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>1472681</td><td>21</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>23</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>30</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>12</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>WholeStageCodegen (7)</td><td>WholeStageCodegen (7)</td><td>2.9</td><td>316</td><td>32</td><td>true</td><td>32</td><td>Project:Filter:ColumnarToRow</td><td>33:34:35</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>6</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>10</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>51</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>8</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>49</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>22</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>2</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1258</td><td>42</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>7</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>WholeStageCodegen (9)</td><td>WholeStageCodegen (9)</td><td>4.5</td><td>84122</td><td>2</td><td>true</td><td>37</td><td>HashAggregate</td><td>3</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>8</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>19</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>50</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>20</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.8</td><td>4414001</td><td>18</td><td>true</td><td>35</td><td>Filter:ColumnarToRow</td><td>19:20</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>9</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>14</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>4.5</td><td>80450</td><td>2</td><td>true</td><td>34</td><td>HashAggregate</td><td>3</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>10</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1432</td><td>11</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1442</td><td>20</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>18</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1461</td><td>21</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>23</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>7</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>23</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>17</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>14</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>24</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>6</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>2</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>25</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209231533-0050</td><td>6</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>546</td><td>16</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>10</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>720290</td><td>19</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>2.9</td><td>661</td><td>22</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>23:24:25</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>17</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>3</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>TakeOrderedAndProject</td><td>null</td><td>3.0</td><td>0</td><td>1</td><td>true</td><td>34:35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>19</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>18</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>8</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>13</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>12</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>13</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>21</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>15</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209231533-0050</td><td>8</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>652</td><td>26</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>3.92</td><td>1409729</td><td>5</td><td>true</td><td>33</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Filter:ColumnarToRow</td><td>6:7:8:9:10:17:18</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>9</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>4</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>16</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>22</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>15</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>20</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>1</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>0</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>5</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.9</td><td>566</td><td>12</td><td>true</td><td>32</td><td>Project:Filter:ColumnarToRow</td><td>13:14:15</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>3</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Execute InsertIntoHadoopFsRelationCommand parquet</td><td>null</td><td>3.0</td><td>0</td><td>0</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>7</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>11542</td><td>4</td><td>true</td><td>33:34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>11</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>3</td><td>WholeStageCodegen</td><td>WholeStageCodegen</td><td>3.75</td><td>0</td><td>3</td><td>true</td><td>6</td><td>HashAggregate:Project</td><td>4:5</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>0</td><td>CollectLimit</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>3</td><td>WholeStageCodegen</td><td>WholeStageCodegen</td><td>4.5</td><td>0</td><td>0</td><td>true</td><td>7</td><td>HashAggregate</td><td>1</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>1</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>1</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>0</td><td>WholeStageCodegen</td><td>WholeStageCodegen</td><td>3.0</td><td>0</td><td>1</td><td>true</td><td>null</td><td>Project</td><td>2</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>1</td><td>WholeStageCodegen</td><td>WholeStageCodegen</td><td>3.0</td><td>0</td><td>0</td><td>true</td><td>1</td><td>Project</td><td>1</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>3</td><td>Exchange</td><td>null</td><td>4.2</td><td>0</td><td>6</td><td>true</td><td>5</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>2</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>1</td><td>true</td><td>4</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>2</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>6</td><td>true</td><td>3</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>2</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>4</td><td>true</td><td>3</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>1</td><td>Scan hive ecomm_ops_tables.s0s0jzb_browse_shelf_cat_map</td><td>null</td><td>1.0</td><td>0</td><td>2</td><td>false</td><td>1</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>2</td><td>Scan hive ecomm_ops_tables.zzz_dart_browse_ads_prod_mod</td><td>null</td><td>1.0</td><td>0</td><td>8</td><td>false</td><td>2</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>0</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>2</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>3</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>4</td><td>true</td><td>6</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>3</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>1</td><td>true</td><td>7</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>3</td><td>Scan hive ecomm_ops_tables.zzz_dart_browse_ads_prod_mod</td><td>null</td><td>1.0</td><td>0</td><td>7</td><td>false</td><td>5</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>2</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>5</td><td>true</td><td>3</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>0</td><td>Scan hive ecomm_ops_tables.zzz_dart_browse_ads_prod_mod</td><td>null</td><td>1.0</td><td>0</td><td>3</td><td>false</td><td>0</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>2</td><td>WholeStageCodegen</td><td>WholeStageCodegen</td><td>4.5</td><td>0</td><td>0</td><td>true</td><td>4</td><td>HashAggregate</td><td>1</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>3</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>5</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>2</td><td>Exchange</td><td>null</td><td>4.2</td><td>0</td><td>2</td><td>true</td><td>3</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>2</td><td>WholeStageCodegen</td><td>WholeStageCodegen</td><td>4.5</td><td>0</td><td>3</td><td>true</td><td>3</td><td>HashAggregate:HashAggregate:HashAggregate</td><td>4:5:6</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>2</td><td>Exchange</td><td>null</td><td>4.2</td><td>0</td><td>7</td><td>true</td><td>2</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>3</td><td>Exchange</td><td>null</td><td>4.2</td><td>0</td><td>2</td><td>true</td><td>6</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>36304</td><td>36</td><td>true</td><td>49:50</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>1648</td><td>96</td><td>true</td><td>37:38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (35)</td><td>WholeStageCodegen (35)</td><td>8.0</td><td>9740356</td><td>227</td><td>true</td><td>52</td><td>Sort</td><td>228</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>155</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>4</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>204</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>143</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>72</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (6)</td><td>WholeStageCodegen (6)</td><td>3.43</td><td>332556</td><td>37</td><td>true</td><td>49</td><td>Project:Filter:HashAggregate</td><td>38:39:40</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (32)</td><td>WholeStageCodegen (32)</td><td>3.0</td><td>334418</td><td>172</td><td>true</td><td>44</td><td>Project</td><td>173</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1605</td><td>51</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>43</td><td>true</td><td>47</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>30</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>7</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>17</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>108</td><td>202</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>15</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>3</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>8779</td><td>181</td><td>true</td><td>41</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>62</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>224</td><td>false</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>8.0</td><td>570738</td><td>19</td><td>true</td><td>50</td><td>Sort</td><td>20</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>225</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>223</td><td>false</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>309</td><td>177</td><td>true</td><td>41:44</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>TakeOrderedAndProject</td><td>null</td><td>3.0</td><td>0</td><td>1</td><td>true</td><td>53:54</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (15)</td><td>WholeStageCodegen (15)</td><td>2.8</td><td>21724</td><td>137</td><td>true</td><td>45</td><td>Filter:ColumnarToRow</td><td>138:139</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>12</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (23)</td><td>WholeStageCodegen (23)</td><td>6.96</td><td>29347</td><td>6</td><td>true</td><td>51</td><td>HashAggregate:Project:BroadcastHashJoin:Project:SortMergeJoin</td><td>7:8:9:10:11</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>2.8</td><td>2258</td><td>215</td><td>true</td><td>32</td><td>Filter:ColumnarToRow</td><td>216:217</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>241</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>228</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>236</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>189</td><td>true</td><td>42</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>287</td><td>33</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>157</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>193</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>46</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.8</td><td>15333</td><td>22</td><td>true</td><td>48</td><td>Filter:ColumnarToRow</td><td>23:24</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>6</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>12</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (42)</td><td>WholeStageCodegen (42)</td><td>8.0</td><td>7107509</td><td>242</td><td>true</td><td>52</td><td>Sort</td><td>243</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>233</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>49</td><td>false</td><td>47</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>8.0</td><td>7271900</td><td>120</td><td>true</td><td>37</td><td>Sort</td><td>121</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>48</td><td>true</td><td>47</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>8368</td><td>15</td><td>true</td><td>50:51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1206</td><td>127</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (26)</td><td>WholeStageCodegen (26)</td><td>8.0</td><td>616179</td><td>175</td><td>true</td><td>44</td><td>Sort</td><td>176</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>163</td><td>false</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>239</td><td>false</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>235</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (21)</td><td>WholeStageCodegen (21)</td><td>5.67</td><td>1192790</td><td>141</td><td>true</td><td>51</td><td>Sort:Project:Filter:HashAggregate:HashAggregate:Project:SortMergeJoin</td><td>142:143:144:145:146:147:148</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>226</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>104</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>118</td><td>false</td><td>34</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.9</td><td>548</td><td>60</td><td>true</td><td>33</td><td>Project:Filter:ColumnarToRow</td><td>61:62:63</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>165</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>67</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1152</td><td>28</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>146</td><td>false</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>20</td><td>true</td><td>50</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.9</td><td>48</td><td>203</td><td>true</td><td>39</td><td>Project:Filter:ColumnarToRow</td><td>204:205:206</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>106</td><td>5</td><td>true</td><td>51:53</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>6954</td><td>171</td><td>true</td><td>44:52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>2038</td><td>69</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1925</td><td>214</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>173</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (47)</td><td>WholeStageCodegen (47)</td><td>6.96</td><td>58082</td><td>162</td><td>true</td><td>52</td><td>HashAggregate:Project:BroadcastHashJoin:Project:SortMergeJoin</td><td>163:164:165:166:167</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (13)</td><td>WholeStageCodegen (13)</td><td>8.0</td><td>7684689</td><td>86</td><td>true</td><td>51</td><td>Sort</td><td>87</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>176</td><td>true</td><td>44</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>11</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>190</td><td>true</td><td>42</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>152</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1596</td><td>53</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>55</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>3.92</td><td>4787686</td><td>192</td><td>true</td><td>40</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Filter:ColumnarToRow</td><td>193:194:195:196:197:198:199</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>2.9</td><td>341</td><td>115</td><td>true</td><td>34</td><td>Project:Filter:ColumnarToRow</td><td>116:117:118</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>221</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (38)</td><td>WholeStageCodegen (38)</td><td>5.67</td><td>15748975</td><td>219</td><td>true</td><td>52</td><td>Sort:Project:Filter:HashAggregate:HashAggregate:Project:SortMergeJoin</td><td>220:221:222:223:224:225:226</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>2</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>9</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>167</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (10)</td><td>WholeStageCodegen (10)</td><td>2.9</td><td>1629090</td><td>81</td><td>true</td><td>46</td><td>Project:Filter:ColumnarToRow</td><td>82:83:84</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>31</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>133</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>8</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>2038</td><td>218</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (8)</td><td>WholeStageCodegen (8)</td><td>3.0</td><td>317013</td><td>16</td><td>true</td><td>50</td><td>Project</td><td>17</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>10</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>102</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Union</td><td>null</td><td>3.0</td><td>0</td><td>2</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (45)</td><td>WholeStageCodegen (45)</td><td>5.67</td><td>579620</td><td>234</td><td>true</td><td>52</td><td>Sort:Project:Filter:HashAggregate:HashAggregate:Project:SortMergeJoin</td><td>235:236:237:238:239:240:241</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>95</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>230</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>57306</td><td>107</td><td>true</td><td>35:37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>1</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1152</td><td>153</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>75</td><td>false</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>525</td><td>64</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>231</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>142</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>212</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1596</td><td>208</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>210</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>91</td><td>false</td><td>43</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>2.8</td><td>2258</td><td>66</td><td>true</td><td>32</td><td>Filter:ColumnarToRow</td><td>67:68</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>179</td><td>true</td><td>41</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>79</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>1128383</td><td>111</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>1.0</td><td>0</td><td>73</td><td>false</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>2.9</td><td>341</td><td>128</td><td>true</td><td>34</td><td>Project:Filter:ColumnarToRow</td><td>129:130:131</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>245</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>24</td><td>false</td><td>48</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>195</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>18</td><td>true</td><td>50</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>4</td><td>false</td><td>53</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>196</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1212</td><td>112</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>1.0</td><td>0</td><td>144</td><td>false</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>23</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>374</td><td>136</td><td>true</td><td>45:52:51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>17</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>98</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>216</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Execute InsertIntoHadoopFsRelationCommand parquet</td><td>null</td><td>3.0</td><td>0</td><td>0</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>74225</td><td>80</td><td>true</td><td>46:52:51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1596</td><td>59</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (7)</td><td>WholeStageCodegen (7)</td><td>8.0</td><td>265322</td><td>34</td><td>true</td><td>50</td><td>Sort</td><td>35</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>64</td><td>161</td><td>true</td><td>52:53</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>84</td><td>false</td><td>46</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>166</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>138</td><td>true</td><td>45</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>76</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>148</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>36854</td><td>186</td><td>true</td><td>42:44</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.8</td><td>3141204</td><td>108</td><td>true</td><td>35</td><td>Filter:ColumnarToRow</td><td>109:110</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>13</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>168</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (11)</td><td>WholeStageCodegen (11)</td><td>8.0</td><td>7736910</td><td>78</td><td>true</td><td>51</td><td>Sort</td><td>79</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>27</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1183</td><td>26</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>125</td><td>false</td><td>36</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>20580</td><td>126</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>525</td><td>213</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (48)</td><td>WholeStageCodegen (48)</td><td>1.0</td><td>3979</td><td>159</td><td>false</td><td>53</td><td>HashAggregate</td><td>160</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>106</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>205</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>8</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>7</td><td>false</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (14)</td><td>WholeStageCodegen (14)</td><td>5.67</td><td>13085436</td><td>70</td><td>true</td><td>51</td><td>Sort:Project:Filter:HashAggregate:HashAggregate:Project:SortMergeJoin</td><td>71:72:73:74:75:76:77</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>145</td><td>false</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>129</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>110</td><td>false</td><td>35</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (33)</td><td>WholeStageCodegen (33)</td><td>8.0</td><td>1156186</td><td>169</td><td>true</td><td>52</td><td>Sort</td><td>170</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>34850</td><td>41</td><td>true</td><td>47:49</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>32</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>124</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>10</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>238</td><td>false</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>101</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>71</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1925</td><td>65</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>23</td><td>true</td><td>48</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>18</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1183</td><td>182</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>170</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>45</td><td>true</td><td>47</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>180</td><td>false</td><td>41</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>40</td><td>true</td><td>49</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>73193</td><td>50</td><td>true</td><td>47</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (40)</td><td>WholeStageCodegen (40)</td><td>8.0</td><td>0</td><td>232</td><td>true</td><td>52</td><td>Sort</td><td>233</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>16</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>198</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>7362</td><td>25</td><td>true</td><td>48</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>240</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>211</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>121</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (18)</td><td>WholeStageCodegen (18)</td><td>8.0</td><td>5641193</td><td>149</td><td>true</td><td>51</td><td>Sort</td><td>150</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>117</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (22)</td><td>WholeStageCodegen (22)</td><td>2.9</td><td>305</td><td>154</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>155:156:157</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>11173</td><td>140</td><td>true</td><td>45</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1206</td><td>114</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>68</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>156</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>525</td><td>58</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>220</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>21</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>174</td><td>true</td><td>44</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>361088</td><td>85</td><td>true</td><td>46</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>14</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (9)</td><td>WholeStageCodegen (9)</td><td>8.0</td><td>319031</td><td>13</td><td>true</td><td>51</td><td>Sort</td><td>14</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>35</td><td>true</td><td>50</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>87</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>99</td><td>false</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>9723</td><td>92</td><td>true</td><td>43</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (6)</td><td>WholeStageCodegen (6)</td><td>5.76</td><td>7077480</td><td>97</td><td>true</td><td>37</td><td>HashAggregate:HashAggregate:HashAggregate:Project:BroadcastHashJoin:Project:SortMergeJoin</td><td>98:99:100:101:102:103:104</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (22)</td><td>WholeStageCodegen (22)</td><td>2.9</td><td>305</td><td>29</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>30:31:32</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>47</td><td>true</td><td>47</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>188</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (12)</td><td>WholeStageCodegen (12)</td><td>2.8</td><td>14372</td><td>89</td><td>true</td><td>43</td><td>Filter:ColumnarToRow</td><td>90:91</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>108</td><td>201</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>82</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>217</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>1.0</td><td>0</td><td>222</td><td>false</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>130</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>11</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>116</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>52</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>39</td><td>true</td><td>49</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>5</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>194</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.8</td><td>27817</td><td>123</td><td>true</td><td>36</td><td>Filter:ColumnarToRow</td><td>124:125</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>83</td><td>true</td><td>46</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>164</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>8.0</td><td>7610479</td><td>105</td><td>true</td><td>37</td><td>Sort</td><td>106</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>24920</td><td>191</td><td>true</td><td>40:42</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>109</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>103</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>20</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>1.0</td><td>0</td><td>237</td><td>false</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>57</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>139</td><td>false</td><td>45</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>131</td><td>false</td><td>34</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>63</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (25)</td><td>WholeStageCodegen (25)</td><td>2.8</td><td>15032</td><td>178</td><td>true</td><td>41</td><td>Filter:ColumnarToRow</td><td>179:180</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>206</td><td>false</td><td>39</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>77</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>124</td><td>122</td><td>true</td><td>36:37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (37)</td><td>WholeStageCodegen (37)</td><td>8.0</td><td>9684161</td><td>229</td><td>true</td><td>52</td><td>Sort</td><td>230</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>199</td><td>false</td><td>40</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>150</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>147</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (24)</td><td>WholeStageCodegen (24)</td><td>1.0</td><td>15386</td><td>3</td><td>false</td><td>53</td><td>HashAggregate</td><td>4</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.9</td><td>548</td><td>209</td><td>true</td><td>33</td><td>Project:Filter:ColumnarToRow</td><td>210:211:212</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>287</td><td>158</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>74</td><td>false</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>113</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Subquery</td><td>null</td><td>1.0</td><td>0</td><td>93</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>152</td><td>88</td><td>true</td><td>43:52:51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>135</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>38</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>160</td><td>false</td><td>53</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>324</td><td>132</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (20)</td><td>WholeStageCodegen (20)</td><td>8.0</td><td>5632344</td><td>151</td><td>true</td><td>51</td><td>Sort</td><td>152</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>104034</td><td>200</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (31)</td><td>WholeStageCodegen (31)</td><td>8.0</td><td>280275</td><td>183</td><td>true</td><td>44</td><td>Sort</td><td>184</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>819</td><td>21</td><td>true</td><td>48:50</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.9</td><td>548</td><td>54</td><td>true</td><td>33</td><td>Project:Filter:ColumnarToRow</td><td>55:56:57</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (7)</td><td>WholeStageCodegen (7)</td><td>4.5</td><td>9</td><td>94</td><td>true</td><td>38</td><td>HashAggregate</td><td>95</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>0</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>90</td><td>true</td><td>43</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>31</td><td>207</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>185</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>3.92</td><td>4849898</td><td>42</td><td>true</td><td>47</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Filter:ColumnarToRow</td><td>43:44:45:46:47:48:49</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>243</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>100</td><td>false</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>197</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (6)</td><td>WholeStageCodegen (6)</td><td>3.43</td><td>329696</td><td>187</td><td>true</td><td>42</td><td>Project:Filter:HashAggregate</td><td>188:189:190</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>184</td><td>true</td><td>44</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>324</td><td>119</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>22</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>56</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>14</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>9</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>61</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (16)</td><td>WholeStageCodegen (16)</td><td>8.0</td><td>0</td><td>134</td><td>true</td><td>51</td><td>Sort</td><td>135</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>19</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>44</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (44)</td><td>WholeStageCodegen (44)</td><td>8.0</td><td>7091464</td><td>244</td><td>true</td><td>52</td><td>Sort</td><td>245</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>WholeStageCodegen (19)</td><td>WholeStageCodegen (19)</td><td>2.8</td><td>113485</td><td>82</td><td>true</td><td>40</td><td>Filter:ColumnarToRow</td><td>83:84</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>5</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>23</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>39</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>57</td><td>true</td><td>41</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>90</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>17</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>9398</td><td>53</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>8927</td><td>91</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>34</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>4</td><td>true</td><td>42</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1494</td><td>35</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>14</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>55</td><td>true</td><td>41</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>71</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>WholeStageCodegen (11)</td><td>WholeStageCodegen (11)</td><td>8.0</td><td>625159</td><td>67</td><td>true</td><td>35</td><td>Sort</td><td>68</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>62819</td><td>85</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>11</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>WholeStageCodegen (6)</td><td>WholeStageCodegen (6)</td><td>10.07</td><td>1910905</td><td>20</td><td>true</td><td>37</td><td>HashAggregate:Project:SortMergeJoin</td><td>21:22:23</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Filter</td><td>null</td><td>1.0</td><td>0</td><td>56</td><td>false</td><td>41</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>66</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>14</td><td>true</td><td>41</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>61</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>25</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>8</td><td>true</td><td>42</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>3</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>WholeStageCodegen (14)</td><td>WholeStageCodegen (14)</td><td>10.07</td><td>541305</td><td>63</td><td>true</td><td>35</td><td>HashAggregate:Project:SortMergeJoin</td><td>64:65:66</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>22</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>52</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>WholeStageCodegen (7)</td><td>WholeStageCodegen (7)</td><td>3.65</td><td>356825</td><td>16</td><td>true</td><td>38</td><td>Filter:HashAggregate</td><td>17:18</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>89</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>15</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>5</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>16</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>3.63</td><td>404429</td><td>27</td><td>true</td><td>36</td><td>Project:BroadcastHashJoin:Filter:ColumnarToRow</td><td>28:29:30:31</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1494</td><td>41</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>65</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>21</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>2</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>37</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>4</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>7</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>WholeStageCodegen (18)</td><td>WholeStageCodegen (18)</td><td>8.0</td><td>438264</td><td>7</td><td>true</td><td>42</td><td>Sort</td><td>8</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>0</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>91525</td><td>69</td><td>true</td><td>34:35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>64</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>8.0</td><td>1769290</td><td>47</td><td>true</td><td>37</td><td>Sort</td><td>48</td><td>false</td></tr></tbody></table>Showing the first 1000 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CreateViewCommand",null,1,0,0,false,null,null,null,false],["app-20220209230053-0028",24,"Filter",null,1,0,237,false,"52",null,null,false],["app-20220209230053-0028",24,"ColumnarToRow",null,1,0,57,false,"33",null,null,true],["app-20220209230053-0028",24,"ColumnarToRow",null,1,0,139,false,"45",null,null,true],["app-20220209230053-0028",24,"ColumnarToRow",null,1,0,131,false,"34",null,null,true],["app-20220209230053-0028",24,"ColumnarToRow",null,1,0,63,false,"33",null,null,true],["app-20220209230053-0028",24,"WholeStageCodegen (25)","WholeStageCodegen (25)",2.8,15032,178,true,"41","Filter:ColumnarToRow","179:180",false],["app-20220209230053-0028",24,"ColumnarToRow",null,1,0,206,false,"39",null,null,true],["app-20220209230053-0028",24,"SortMergeJoin",null,22.7,0,77,true,"51",null,null,false],["app-20220209230053-0028",24,"Exchange",null,4.2,124,122,true,"36:37",null,null,false],["app-20220209230053-0028",24,"WholeStageCodegen (37)","WholeStageCodegen (37)",8,9684161,229,true,"52","Sort","230",false],["app-20220209230053-0028",24,"ColumnarToRow",null,1,0,199,false,"40",null,null,true],["app-20220209230053-0028",24,"Sort",null,8,0,150,true,"51",null,null,false],["app-20220209230053-0028",24,"Project",null,3,0,147,true,null,null,null,false],["app-20220209230053-0028",24,"WholeStageCodegen (24)","WholeStageCodegen (24)",1,15386,3,false,"53","HashAggregate","4",false],["app-20220209230053-0028",24,"WholeStageCodegen (3)","WholeStageCodegen (3)",2.9,548,209,true,"33","Project:Filter:ColumnarToRow","210:211:212",false],["app-20220209230053-0028",24,"Scan parquet ",null,3,287,158,true,"31",null,null,false],["app-20220209230053-0028",24,"HashAggregate",null,1,0,74,false,"51",null,null,false],["app-20220209230053-0028",24,"ReusedExchange",null,1,0,113,false,null,null,null,false],["app-20220209230053-0028",24,"Subquery",null,1,0,93,false,null,null,null,false],["app-20220209230053-0028",24,"Exchange",null,4.2,152,88,true,"43:52:51",null,null,false],["app-20220209230053-0028",24,"Sort",null,8,0,135,true,"51",null,null,false],["app-20220209230053-0028",24,"Project",null,3,0,38,true,null,null,null,false],["app-20220209230053-0028",24,"HashAggregate",null,1,0,160,false,"53",null,null,false],["app-20220209230053-0028",24,"Scan parquet ",null,3,324,132,true,"34",null,null,false],["app-20220209230053-0028",24,"WholeStageCodegen (20)","WholeStageCodegen (20)",8,5632344,151,true,"51","Sort","152",false],["app-20220209230053-0028",24,"Scan parquet ",null,3,104034,200,true,"40",null,null,false],["app-20220209230053-0028",24,"WholeStageCodegen (31)","WholeStageCodegen (31)",8,280275,183,true,"44","Sort","184",false],["app-20220209230053-0028",24,"Exchange",null,4.2,819,21,true,"48:50",null,null,false],["app-20220209230053-0028",24,"WholeStageCodegen (3)","WholeStageCodegen (3)",2.9,548,54,true,"33","Project:Filter:ColumnarToRow","55:56:57",false],["app-20220209230053-0028",24,"WholeStageCodegen (7)","WholeStageCodegen (7)",4.5,9,94,true,"38","HashAggregate","95",false],["app-20220209230053-0028",0,"Execute CreateViewCommand",null,1,0,0,false,null,null,null,false],["app-20220209230053-0028",24,"Filter",null,2.8,0,90,true,"43",null,null,false],["app-20220209230053-0028",24,"Scan parquet ",null,3,31,207,true,"39",null,null,false],["app-20220209230053-0028",24,"ReusedExchange",null,1,0,185,false,null,null,null,false],["app-20220209230053-0028",24,"WholeStageCodegen (5)","WholeStageCodegen (5)",3.92,4849898,42,true,"47","HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Filter:ColumnarToRow","43:44:45:46:47:48:49",false],["app-20220209230053-0028",24,"Sort",null,8,0,243,true,"52",null,null,false],["app-20220209230053-0028",24,"HashAggregate",null,1,0,100,false,"37",null,null,false],["app-20220209230053-0028",24,"BroadcastHashJoin",null,5.09,0,197,true,"40",null,null,false],["app-20220209230053-0028",24,"WholeStageCodegen (6)","WholeStageCodegen (6)",3.43,329696,187,true,"42","Project:Filter:HashAggregate","188:189:190",false],["app-20220209230053-0028",24,"Sort",null,8,0,184,true,"44",null,null,false],["app-20220209230053-0028",24,"Scan parquet ",null,3,324,119,true,"34",null,null,false],["app-20220209230053-0028",22,"Execute 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",null,3,8927,91,true,"31",null,null,false],["app-20220209230750-0036",24,"ReusedExchange",null,1,0,34,false,null,null,null,false],["app-20220209230750-0036",24,"BroadcastHashJoin",null,5.09,0,4,true,"42",null,null,false],["app-20220209230750-0036",24,"BroadcastExchange",null,3,1494,35,true,null,null,null,false],["app-20220209230750-0036",14,"Execute CreateViewCommand",null,1,0,0,false,null,null,null,false],["app-20220209230750-0036",24,"Sort",null,8,0,55,true,"41",null,null,false],["app-20220209230750-0036",24,"Project",null,3,0,71,true,null,null,null,false],["app-20220209230750-0036",24,"WholeStageCodegen (11)","WholeStageCodegen (11)",8,625159,67,true,"35","Sort","68",false],["app-20220209230750-0036",24,"Scan parquet ",null,3,62819,85,true,"40",null,null,false],["app-20220209230750-0036",11,"Execute CreateViewCommand",null,1,0,0,false,null,null,null,false],["app-20220209230750-0036",24,"WholeStageCodegen (6)","WholeStageCodegen (6)",10.07,1910905,20,true,"37","HashAggregate:Project:SortMergeJoin","21:22:23",false],["app-20220209230750-0036",24,"Filter",null,1,0,56,false,"41",null,null,false],["app-20220209230750-0036",24,"SortMergeJoin",null,22.7,0,66,true,"35",null,null,false],["app-20220209230750-0036",24,"Sort",null,8,0,14,true,"41",null,null,false],["app-20220209230750-0036",24,"HashAggregate",null,4.5,0,61,true,"39",null,null,false],["app-20220209230750-0036",24,"Sort",null,8,0,25,true,"37",null,null,false],["app-20220209230750-0036",24,"Sort",null,8,0,8,true,"42",null,null,false],["app-20220209230750-0036",3,"Execute CreateViewCommand",null,1,0,0,false,null,null,null,false],["app-20220209230750-0036",24,"WholeStageCodegen (14)","WholeStageCodegen (14)",10.07,541305,63,true,"35","HashAggregate:Project:SortMergeJoin","64:65:66",false],["app-20220209230750-0036",24,"Project",null,3,0,22,true,null,null,null,false],["app-20220209230750-0036",24,"ColumnarToRow",null,1,0,52,false,"33",null,null,true],["app-20220209230750-0036",24,"WholeStageCodegen (7)","WholeStageCodegen (7)",3.65,356825,16,true,"38","Filter:HashAggregate","17:18",false],["app-20220209230750-0036",24,"Filter",null,2.8,0,89,true,"31",null,null,false],["app-20220209230750-0036",15,"Execute CreateViewCommand",null,1,0,0,false,null,null,null,false],["app-20220209230750-0036",5,"Execute CreateViewCommand",null,1,0,0,false,null,null,null,false],["app-20220209230750-0036",16,"Execute CreateViewCommand",null,1,0,0,false,null,null,null,false],["app-20220209230750-0036",24,"WholeStageCodegen (2)","WholeStageCodegen (2)",3.63,404429,27,true,"36","Project:BroadcastHashJoin:Filter:ColumnarToRow","28:29:30:31",false],["app-20220209230750-0036",24,"BroadcastExchange",null,3,1494,41,true,null,null,null,false],["app-20220209230750-0036",24,"Project",null,3,0,65,true,null,null,null,false],["app-20220209230750-0036",24,"HashAggregate",null,4.5,0,21,true,"37",null,null,false],["app-20220209230750-0036",2,"Execute CreateViewCommand",null,1,0,0,false,null,null,null,false],["app-20220209230750-0036",24,"Project",null,3,0,37,true,null,null,null,false],["app-20220209230750-0036",4,"Execute CreateViewCommand",null,1,0,0,false,null,null,null,false],["app-20220209230750-0036",7,"Execute CreateViewCommand",null,1,0,0,false,null,null,null,false],["app-20220209230750-0036",24,"WholeStageCodegen (18)","WholeStageCodegen (18)",8,438264,7,true,"42","Sort","8",false],["app-20220209230750-0036",0,"Execute CreateViewCommand",null,1,0,0,false,null,null,null,false],["app-20220209230750-0036",24,"Exchange",null,4.2,91525,69,true,"34:35",null,null,false],["app-20220209230750-0036",24,"HashAggregate",null,4.5,0,64,true,"35",null,null,false],["app-20220209230750-0036",24,"WholeStageCodegen (5)","WholeStageCodegen (5)",8,1769290,47,true,"37","Sort","48",false]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":true,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"App ID","type":"\"string\""},{"metadata":"{}","name":"SQL ID","type":"\"long\""},{"metadata":"{}","name":"Exec Name","type":"\"string\""},{"metadata":"{}","name":"Expression Name","type":"\"string\""},{"metadata":"{}","name":"Task Speedup Factor","type":"\"double\""},{"metadata":"{}","name":"Exec Duration","type":"\"long\""},{"metadata":"{}","name":"SQL Node Id","type":"\"long\""},{"metadata":"{}","name":"Exec Is Supported","type":"\"boolean\""},{"metadata":"{}","name":"Exec Stages","type":"\"string\""},{"metadata":"{}","name":"Exec Children","type":"\"string\""},{"metadata":"{}","name":"Exec Children Node Ids","type":"\"string\""},{"metadata":"{}","name":"Exec Should Remove","type":"\"boolean\""}],"type":"table"}},"output_type":"display_data"}],"source":["execs_output=pd.read_csv(outputpath_string + \"/rapids_4_spark_qualification_output/rapids_4_spark_qualification_output_execs.csv\")\n","display(execs_output)"]}],"metadata":{"application/vnd.databricks.v1+notebook":{"dashboards":[{"elements":[],"globalVars":{},"guid":"0ed3c80b-b2f6-4c89-9a92-1af2f168d5ea","layoutOption":{"grid":true,"stack":true},"nuid":"91c1bfb2-695a-4e5c-8a25-848a433108dc","origId":2721260844584915,"title":"Executive 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+.io/spark-rapids/docs/spark-qualification-tool.html#qualification-tool-options.\n","\n","## Summary Output\n","The report represents the entire app execution, including unsupported operators and non-SQL operations.  By default, the applications and queries are sorted in descending order by the following fields:\n","- Recommendation;\n","- Estimated GPU Speed-up;\n","- Estimated GPU Time Saved; and\n","- End Time.\n","\n","## Stages Output\n","For each stage used in SQL operations, the Qualification tool generates the following information:\n","1. App ID\n","1. Stage ID\n","1. Average Speedup Factor: the average estimated speed-up of all the operators in the given stage.\n","1. Stage Task Duration: amount of time spent in tasks of SQL Dataframe operations for the given stage.\n","1. Unsupported Task Duration: sum of task durations for the unsupported operators. For more details, see Supported Operators.\n","1. Stage Estimated: True or False indicates if we had to estimate the stage duration.\n","\n","## Execs Output\n","The Qualification tool generates a report of the “Exec” in the “SparkPlan” or “Executor Nodes” along with the estimated acceleration on the GPU. Please refer to the Supported Operators guide for more details on limitations on UDFs and unsupported operators.\n","1. App ID\n","1. SQL ID\n","1. Exec Name: example Filter, HashAggregate\n","1. Expression Name\n","1. Task Speedup Factor: it is simply the average acceleration of the operators based on the original CPU duration of the operator divided by the GPU duration. The tool uses historical queries and benchmarks to estimate a speed-up at an individual operator level to calculate how much a specific operator would accelerate on GPU.\n","1. Exec Duration: wall-Clock time measured since the operator starts till it is completed.\n","1. SQL Node Id\n","1. Exec Is Supported: whether the Exec is supported by RAPIDS or not. Please refer to the Supported Operators section.\n","1. Exec Stages: an array of stage IDs\n","1. Exec Children\n","1. Exec Children Node Ids\n","1. Exec Should Remove: whether the Op is removed from the migrated plan."]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"53b4d770-9db6-4bd7-9b93-d036d375eac5","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .ansiout {\n","    display: block;\n","    unicode-bidi: embed;\n","    white-space: pre-wrap;\n","    word-wrap: break-word;\n","    word-break: break-all;\n","    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n","    font-size: 13px;\n","    color: #555;\n","    margin-left: 4px;\n","    line-height: 19px;\n","  }\n","</style>\n","<div class=\"ansiout\">Out[38]: 11948376</div>"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"<div class=\"ansiout\">Out[38]: 11948376</div>","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"html"}},"output_type":"display_data"}],"source":["import json\n","import requests\n","import base64\n","import shlex\n","import subprocess\n","import pandas as pd\n","\n","# Download Spark RAPIDS tool jar\n","TOOL_JAR_URL = 'https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark-tools_2.12/24.04.0/rapids-4-spark-tools_2.12-24.04.0.jar'\n","TOOL_JAR_LOCAL_PATH = '/tmp/rapids-4-spark-tools.jar'\n","response = requests.get(TOOL_JAR_URL)\n","open(TOOL_JAR_LOCAL_PATH, \"wb\").write(response.content)\n","\n","# Download S3 jars\n","HADOOP_AWS_URL = 'https://repo.maven.apache.org/maven2/org/apache/hadoop/hadoop-aws/2.7.4/hadoop-aws-2.7.4.jar'\n","HADOOP_AWS_LOCAL_PATH = '/tmp/hadoop-aws-2.7.4.jar'\n","response = requests.get(HADOOP_AWS_URL)\n","open(HADOOP_AWS_LOCAL_PATH, \"wb\").write(response.content)\n","\n","AWS_JAVA_URL = 'https://repo.maven.apache.org/maven2/com/amazonaws/aws-java-sdk/1.7.4/aws-java-sdk-1.7.4.jar'\n","AWS_JAVA_LOCAL_PATH = '/tmp/aws-java-sdk-1.7.4.jar'\n","response = requests.get(AWS_JAVA_URL)\n","open(AWS_JAVA_LOCAL_PATH, \"wb\").write(response.content)\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"acf401a3-12d3-4236-a6c5-8fe8990b153a","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .ansiout {\n","    display: block;\n","    unicode-bidi: embed;\n","    white-space: pre-wrap;\n","    word-wrap: break-word;\n","    word-break: break-all;\n","    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n","    font-size: 13px;\n","    color: #555;\n","    margin-left: 4px;\n","    line-height: 19px;\n","  }\n","</style>\n","<div class=\"ansiout\"></div>"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"<div class=\"ansiout\"></div>","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"html"}},"output_type":"display_data"}],"source":["dbutils.widgets.text(\"log_path\", \"\")\n","eventlog_string=dbutils.widgets.get(\"log_path\")\n","\n","dbutils.widgets.text(\"output_path\", \"\")\n","outputpath_string=dbutils.widgets.get(\"output_path\")"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"65c4e778-5505-4334-ab89-424334803253","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .ansiout {\n","    display: block;\n","    unicode-bidi: embed;\n","    white-space: pre-wrap;\n","    word-wrap: break-word;\n","    word-break: break-all;\n","    font-family: \"Source Code Pro\", \"Menlo\", monospace;;\n","    font-size: 13px;\n","    color: #555;\n","    margin-left: 4px;\n","    line-height: 19px;\n","  }\n","</style>\n","<div class=\"ansiout\"></div>"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"arguments":{},"data":"<div class=\"ansiout\"></div>","datasetInfos":[],"metadata":{},"removedWidgets":[],"type":"html"}},"output_type":"display_data"}],"source":["!java -Xmx10g -cp /tmp/rapids-4-spark-tools.jar:/tmp/hadoop-aws-2.7.4.jar:/tmp/aws-java-sdk-1.7.4.jar:/databricks/jars/* com.nvidia.spark.rapids.tool.qualification.QualificationMain -o $outputpath_string $eventlog_string &> /tmp/qual_debug.log"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"bbe50fde-0bd6-4281-95fd-6a1ec6f17ab2","showTitle":false,"title":""}},"source":["## Summary Output"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"fb8edb26-e173-47ff-92a1-463baec7c06b","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .table-result-container {\n","    max-height: 300px;\n","    overflow: auto;\n","  }\n","  table, th, td {\n","    border: 1px solid black;\n","    border-collapse: collapse;\n","  }\n","  th, td {\n","    padding: 5px;\n","  }\n","  th {\n","    text-align: left;\n","  }\n","</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>App Name</th><th>App ID</th><th>Recommendation</th><th>Estimated GPU Speedup</th><th>Estimated GPU Duration</th><th>Estimated GPU Time Saved</th><th>SQL DF Duration</th><th>SQL Dataframe Task Duration</th><th>App Duration</th><th>GPU Opportunity</th><th>Executor CPU Time Percent</th><th>SQL Ids with Failures</th><th>Unsupported Read File Formats and Types</th><th>Unsupported Write Data Format</th><th>Complex Types</th><th>Nested Complex Types</th><th>Potential Problems</th><th>Longest SQL Duration</th><th>NONSQL Task Duration Plus Overhead</th><th>Unsupported Task Duration</th><th>Supported SQL DF Task Duration</th><th>Task Speedup Factor</th><th>App Duration Estimated</th><th>Unsupported Execs</th><th>Unsupported Expressions</th></tr></thead><tbody><tr><td>TPC-DS Like Bench q14b</td><td>app-20220209225233-0018</td><td>Strongly Recommended</td><td>2.7</td><td>48971.53</td><td>83400.46</td><td>112708</td><td>27066964</td><td>132372</td><td>109793</td><td>65.66</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>112701</td><td>2939275</td><td>700037</td><td>26366927</td><td>4.16</td><td>false</td><td>HashAggregate;Subquery;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q14a</td><td>app-20220209225013-0017</td><td>Strongly Recommended</td><td>2.66</td><td>51728.96</td><td>86381.03</td><td>117178</td><td>28746000</td><td>138110</td><td>112636</td><td>64.69</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>117172</td><td>2978987</td><td>1114076</td><td>27631924</td><td>4.29</td><td>false</td><td>HashAggregate;Subquery;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q4</td><td>app-20220209224316-0007</td><td>Strongly Recommended</td><td>2.66</td><td>41856.03</td><td>69720.96</td><td>90167</td><td>85324700</td><td>111577</td><td>90167</td><td>65.09</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>90163</td><td>3086516</td><td>0</td><td>85324700</td><td>4.41</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q24b</td><td>app-20220209230348-0030</td><td>Recommended</td><td>2.34</td><td>32581.07</td><td>43720.92</td><td>56748</td><td>27574691</td><td>76302</td><td>56694</td><td>60.89</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>56741</td><td>2950634</td><td>25998</td><td>27548693</td><td>4.37</td><td>false</td><td>AdaptiveSparkPlan;Subquery;Execute CreateViewCommand;Filter;ColumnarToRow</td><td>decimal</td></tr><tr><td>TPC-DS Like Bench q67</td><td>app-20220209232913-0074</td><td>Recommended</td><td>2.27</td><td>144720.72</td><td>184416.27</td><td>308185</td><td>15437192</td><td>329137</td><td>265300</td><td>73.64</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>308174</td><td>3028469</td><td>2148108</td><td>13289084</td><td>3.28</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;HashAggregate;ColumnarToRow</td><td>DecimalType</td></tr><tr><td>TPC-DS Like Bench q24a</td><td>app-20220209230232-0029</td><td>Recommended</td><td>2.25</td><td>33029.22</td><td>41483.77</td><td>53469</td><td>27911960</td><td>74513</td><td>53202</td><td>60.14</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>53455</td><td>3305140</td><td>139193</td><td>27772767</td><td>4.54</td><td>false</td><td>AdaptiveSparkPlan;Subquery;Execute CreateViewCommand;Filter;ColumnarToRow</td><td>decimal</td></tr><tr><td>TPC-DS Like Bench q93</td><td>app-20220209235239-0100</td><td>Recommended</td><td>2.18</td><td>31203.42</td><td>36894.57</td><td>50166</td><td>29213056</td><td>68098</td><td>50166</td><td>64.73</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>50161</td><td>2973035</td><td>0</td><td>29213056</td><td>3.78</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q23a</td><td>app-20220209225917-0027</td><td>Recommended</td><td>2.17</td><td>43196.97</td><td>50617.02</td><td>74068</td><td>45913641</td><td>93814</td><td>66840</td><td>64.81</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>74064</td><td>2975228</td><td>4480262</td><td>41433379</td><td>4.12</td><td>false</td><td>HashAggregate;Subquery;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q23b</td><td>app-20220209230053-0028</td><td>Recommended</td><td>2.08</td><td>46588.14</td><td>50761.85</td><td>77422</td><td>59799857</td><td>97350</td><td>66526</td><td>66.43</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>77417</td><td>3011951</td><td>8415627</td><td>51384230</td><td>4.22</td><td>false</td><td>HashAggregate;Subquery;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow</td><td>DecimalType;decimal</td></tr><tr><td>TPC-DS Like Bench q72</td><td>app-20220209233659-0079</td><td>Recommended</td><td>1.97</td><td>30920.88</td><td>30054.11</td><td>41703</td><td>25434438</td><td>60975</td><td>41703</td><td>74.77</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>41694</td><td>2971887</td><td>0</td><td>25434438</td><td>3.58</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q64</td><td>app-20220209232701-0071</td><td>Recommended</td><td>1.95</td><td>30544.61</td><td>29103.38</td><td>38925</td><td>31852357</td><td>59648</td><td>37301</td><td>55.12</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>38919</td><td>2987987</td><td>1328490</td><td>30523867</td><td>4.55</td><td>false</td><td>HashAggregate;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q78</td><td>app-20220209234412-0085</td><td>Recommended</td><td>1.94</td><td>24390.79</td><td>22946.2</td><td>29098</td><td>24753911</td><td>47337</td><td>29098</td><td>56.99</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>29090</td><td>2968697</td><td>0</td><td>24753911</td><td>4.73</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q95</td><td>app-20220209235427-0102</td><td>Recommended</td><td>1.9</td><td>29920.38</td><td>26967.61</td><td>37674</td><td>23337528</td><td>56888</td><td>35528</td><td>49.19</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>37667</td><td>2958216</td><td>1328886</td><td>22008642</td><td>4.15</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;HashAggregate;ColumnarToRow</td><td>merge_sum</td></tr><tr><td>TPC-DS Like Bench q87</td><td>app-20220209234925-0094</td><td>Recommended</td><td>1.81</td><td>25518.2</td><td>20871.79</td><td>26279</td><td>16348325</td><td>46390</td><td>26279</td><td>52.04</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>26272</td><td>2954066</td><td>0</td><td>16348325</td><td>4.86</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q50</td><td>app-20220209231919-0057</td><td>Recommended</td><td>1.76</td><td>26735.89</td><td>20549.1</td><td>28736</td><td>16444045</td><td>47285</td><td>28736</td><td>52.87</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>28732</td><td>3339217</td><td>0</td><td>16444045</td><td>3.51</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q97</td><td>app-20220209235552-0104</td><td>Recommended</td><td>1.76</td><td>24057.8</td><td>18398.19</td><td>23731</td><td>11475611</td><td>42456</td><td>23731</td><td>58.69</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>23727</td><td>3009477</td><td>0</td><td>11475611</td><td>4.45</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q75</td><td>app-20220209233914-0082</td><td>Recommended</td><td>1.74</td><td>25544.26</td><td>18972.73</td><td>24939</td><td>19831478</td><td>44517</td><td>24939</td><td>43.74</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>24933</td><td>2987306</td><td>0</td><td>19831478</td><td>4.18</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q38</td><td>app-20220209231214-0044</td><td>Recommended</td><td>1.73</td><td>23047.06</td><td>16910.93</td><td>21292</td><td>15248682</td><td>39958</td><td>21292</td><td>48.81</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>21288</td><td>3167687</td><td>0</td><td>15248682</td><td>4.86</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q31</td><td>app-20220209230826-0037</td><td>Recommended</td><td>1.68</td><td>23595.69</td><td>16242.3</td><td>20407</td><td>12617670</td><td>39838</td><td>20407</td><td>34.76</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>20399</td><td>2942830</td><td>0</td><td>12617670</td><td>4.9</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q74</td><td>app-20220209233831-0081</td><td>Recommended</td><td>1.68</td><td>24668.06</td><td>16781.93</td><td>21747</td><td>16692240</td><td>41450</td><td>21747</td><td>46.93</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>21741</td><td>3325282</td><td>0</td><td>16692240</td><td>4.38</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q11</td><td>app-20220209224833-0014</td><td>Recommended</td><td>1.62</td><td>26707.24</td><td>16820.75</td><td>24208</td><td>17615125</td><td>43528</td><td>22143</td><td>45.76</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>24205</td><td>2917642</td><td>1502045</td><td>16113080</td><td>4.16</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;HashAggregate;ColumnarToRow</td><td>DecimalType</td></tr><tr><td>TPC-DS Like Bench q16</td><td>app-20220209225524-0020</td><td>Recommended</td><td>1.62</td><td>25717.33</td><td>16006.66</td><td>22726</td><td>18535920</td><td>41724</td><td>21306</td><td>44.67</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>22720</td><td>3028781</td><td>1157466</td><td>17378454</td><td>4.01</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;HashAggregate;ColumnarToRow</td><td>merge_sum</td></tr><tr><td>TPC-DS Like Bench q51</td><td>app-20220209232008-0058</td><td>Recommended</td><td>1.59</td><td>21942.35</td><td>13069.64</td><td>16925</td><td>12278939</td><td>35012</td><td>16925</td><td>47.26</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>16920</td><td>2979507</td><td>0</td><td>12278939</td><td>4.38</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q81</td><td>app-20220209234611-0088</td><td>Recommended</td><td>1.58</td><td>23125.59</td><td>13612.4</td><td>17437</td><td>10033526</td><td>36738</td><td>17393</td><td>36.22</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>17431</td><td>3083743</td><td>24955</td><td>10008571</td><td>4.59</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow;Filter</td><td>DECIMAL</td></tr><tr><td>TPC-DS Like Bench q65</td><td>app-20220209232803-0072</td><td>Recommended</td><td>1.57</td><td>23403.59</td><td>13469.4</td><td>18332</td><td>10164071</td><td>36873</td><td>18332</td><td>46.41</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>18324</td><td>2941892</td><td>0</td><td>10164071</td><td>3.77</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q30</td><td>app-20220209230750-0036</td><td>Recommended</td><td>1.56</td><td>21777.06</td><td>12322.93</td><td>16070</td><td>8447753</td><td>34100</td><td>16023</td><td>33.65</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>16063</td><td>2987480</td><td>24435</td><td>8423318</td><td>4.33</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow;Filter</td><td>DECIMAL</td></tr><tr><td>TPC-DS Like Bench q15</td><td>app-20220209225447-0019</td><td>Recommended</td><td>1.52</td><td>23166.12</td><td>12074.87</td><td>15970</td><td>6770100</td><td>35241</td><td>15970</td><td>34.25</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>15964</td><td>2923648</td><td>0</td><td>6770100</td><td>4.09</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q35</td><td>app-20220209231035-0041</td><td>Recommended</td><td>1.51</td><td>24552.13</td><td>12648.86</td><td>18298</td><td>10027023</td><td>37201</td><td>17010</td><td>37.15</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>18293</td><td>3059747</td><td>705510</td><td>9321513</td><td>3.9</td><td>false</td><td>Execute CreateViewCommand;SortMergeJoin;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q8</td><td>app-20220209224648-0011</td><td>Recommended</td><td>1.51</td><td>23372.7</td><td>12016.29</td><td>15691</td><td>6693324</td><td>35389</td><td>15691</td><td>20.01</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>15686</td><td>3133963</td><td>0</td><td>6693324</td><td>4.26</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q69</td><td>app-20220209233517-0076</td><td>Recommended</td><td>1.5</td><td>24534.64</td><td>12431.35</td><td>16589</td><td>7246714</td><td>36966</td><td>16589</td><td>27.75</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>16583</td><td>2963952</td><td>0</td><td>7246714</td><td>3.99</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q94</td><td>app-20220209235349-0101</td><td>Recommended</td><td>1.5</td><td>24361.44</td><td>12284.55</td><td>17424</td><td>13168326</td><td>36646</td><td>16352</td><td>41.87</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>17416</td><td>3048502</td><td>809952</td><td>12358374</td><td>4.01</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;HashAggregate;ColumnarToRow</td><td>merge_sum</td></tr><tr><td>TPC-DS Like Bench q54</td><td>app-20220209232140-0061</td><td>Recommended</td><td>1.5</td><td>23475.06</td><td>11742.93</td><td>15568</td><td>5555140</td><td>35218</td><td>15568</td><td>28.65</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>15563</td><td>3021018</td><td>0</td><td>5555140</td><td>4.07</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;Subquery;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q39a</td><td>app-20220209231256-0045</td><td>Recommended</td><td>1.49</td><td>22102.22</td><td>10863.77</td><td>14136</td><td>4794226</td><td>32966</td><td>14136</td><td>24.49</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>14131</td><td>2998677</td><td>0</td><td>4794226</td><td>4.32</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q29</td><td>app-20220209230713-0035</td><td>Recommended</td><td>1.49</td><td>23597.91</td><td>11588.08</td><td>15912</td><td>10021701</td><td>35186</td><td>15912</td><td>44.09</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>15905</td><td>3057910</td><td>0</td><td>10021701</td><td>3.68</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q47</td><td>app-20220209231740-0054</td><td>Recommended</td><td>1.48</td><td>23520.63</td><td>11417.36</td><td>15246</td><td>8996925</td><td>34938</td><td>15160</td><td>35.78</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>15241</td><td>3107687</td><td>50299</td><td>8946626</td><td>4.05</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;Filter;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q59</td><td>app-20220209232422-0066</td><td>Recommended</td><td>1.48</td><td>24246.78</td><td>11658.21</td><td>16091</td><td>6749831</td><td>35905</td><td>16091</td><td>34.65</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>16084</td><td>3068245</td><td>0</td><td>6749831</td><td>3.63</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q6</td><td>app-20220209224544-0009</td><td>Recommended</td><td>1.46</td><td>22488.01</td><td>10526.98</td><td>13758</td><td>6335474</td><td>33015</td><td>13756</td><td>30.04</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>13753</td><td>2943126</td><td>863</td><td>6334611</td><td>4.26</td><td>false</td><td>Subquery;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q80</td><td>app-20220209234532-0087</td><td>Recommended</td><td>1.46</td><td>25298.12</td><td>11841.87</td><td>16742</td><td>12630126</td><td>37140</td><td>15856</td><td>40.02</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>16735</td><td>3360633</td><td>668346</td><td>11961780</td><td>3.95</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;HashAggregate;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q39b</td><td>app-20220209231330-0046</td><td>Recommended</td><td>1.46</td><td>22094.04</td><td>10341.95</td><td>13457</td><td>3807675</td><td>32436</td><td>13457</td><td>30.24</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>13451</td><td>2941727</td><td>0</td><td>3807675</td><td>4.32</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q57</td><td>app-20220209232314-0064</td><td>Recommended</td><td>1.46</td><td>22995.99</td><td>10722.0</td><td>14351</td><td>8374423</td><td>33718</td><td>14237</td><td>31.73</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>14345</td><td>2948771</td><td>66283</td><td>8308140</td><td>4.05</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;Filter;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q1</td><td>app-20220209224147-0004</td><td>Recommended</td><td>1.46</td><td>21599.35</td><td>10007.64</td><td>13417</td><td>7598550</td><td>31607</td><td>13321</td><td>37.09</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>13412</td><td>3012015</td><td>54119</td><td>7544431</td><td>4.01</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow;Filter</td><td>DECIMAL</td></tr><tr><td>TPC-DS Like Bench q18</td><td>app-20220209225644-0022</td><td>Recommended</td><td>1.44</td><td>22216.88</td><td>9865.11</td><td>13492</td><td>7586670</td><td>32082</td><td>13492</td><td>33.42</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>13484</td><td>2962080</td><td>0</td><td>7586670</td><td>3.72</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q45</td><td>app-20220209231631-0052</td><td>Recommended</td><td>1.44</td><td>23723.45</td><td>10458.54</td><td>14455</td><td>5768757</td><td>34182</td><td>14154</td><td>33.74</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>14447</td><td>2957022</td><td>120068</td><td>5648689</td><td>3.83</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;BroadcastHashJoin;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q17</td><td>app-20220209225607-0021</td><td>Recommended</td><td>1.43</td><td>24334.61</td><td>10564.38</td><td>14420</td><td>7818278</td><td>34899</td><td>14420</td><td>37.4</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>14412</td><td>3106844</td><td>0</td><td>7818278</td><td>3.74</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q25</td><td>app-20220209230506-0031</td><td>Recommended</td><td>1.43</td><td>21671.78</td><td>9370.21</td><td>12790</td><td>7060196</td><td>31042</td><td>12790</td><td>34.97</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>12784</td><td>3060435</td><td>0</td><td>7060196</td><td>3.74</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q49</td><td>app-20220209231846-0056</td><td>Recommended</td><td>1.42</td><td>22231.44</td><td>9476.55</td><td>12466</td><td>8785195</td><td>31708</td><td>12466</td><td>26.92</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>12448</td><td>3080539</td><td>0</td><td>8785195</td><td>4.17</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q46</td><td>app-20220209231707-0053</td><td>Recommended</td><td>1.42</td><td>22047.85</td><td>9385.14</td><td>12318</td><td>6163042</td><td>31433</td><td>12318</td><td>26.39</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>12312</td><td>3017041</td><td>0</td><td>6163042</td><td>4.2</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q10</td><td>app-20220209224756-0013</td><td>Recommended</td><td>1.42</td><td>24919.87</td><td>10489.12</td><td>15574</td><td>7745798</td><td>35409</td><td>14432</td><td>30.14</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>15567</td><td>3236768</td><td>567780</td><td>7178018</td><td>3.66</td><td>false</td><td>Execute CreateViewCommand;SortMergeJoin;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q68</td><td>app-20220209233444-0075</td><td>Recommended</td><td>1.41</td><td>21674.52</td><td>9006.47</td><td>11821</td><td>5109423</td><td>30681</td><td>11821</td><td>20.54</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>11814</td><td>3004334</td><td>0</td><td>5109423</td><td>4.2</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q5</td><td>app-20220209224509-0008</td><td>Recommended</td><td>1.41</td><td>23548.42</td><td>9749.57</td><td>13729</td><td>8967631</td><td>33298</td><td>13729</td><td>41.35</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>13722</td><td>3186659</td><td>0</td><td>8967631</td><td>3.45</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q34</td><td>app-20220209231004-0040</td><td>Recommended</td><td>1.4</td><td>20675.69</td><td>8427.3</td><td>10842</td><td>5053339</td><td>29103</td><td>10842</td><td>27.34</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>10836</td><td>2994320</td><td>0</td><td>5053339</td><td>4.49</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q82</td><td>app-20220209234649-0089</td><td>Recommended</td><td>1.4</td><td>22206.53</td><td>8955.46</td><td>12212</td><td>7344489</td><td>31162</td><td>12212</td><td>39.29</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>12199</td><td>2973553</td><td>0</td><td>7344489</td><td>3.75</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q85</td><td>app-20220209234821-0092</td><td>Recommended</td><td>1.4</td><td>24121.11</td><td>9726.88</td><td>13468</td><td>7684101</td><td>33848</td><td>13468</td><td>29.91</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>13462</td><td>2949755</td><td>0</td><td>7684101</td><td>3.6</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q28</td><td>app-20220209230637-0034</td><td>Recommended</td><td>1.39</td><td>24599.41</td><td>9839.58</td><td>15464</td><td>14309580</td><td>34439</td><td>13823</td><td>33.04</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>15458</td><td>3008413</td><td>1518296</td><td>12791284</td><td>3.47</td><td>false</td><td>AdaptiveSparkPlan;CollectLimit;HashAggregate;Execute CreateViewCommand;ColumnarToRow</td><td>merge_avg;merge_count</td></tr><tr><td>TPC-DS Like Bench q58</td><td>app-20220209232349-0065</td><td>Recommended</td><td>1.39</td><td>22489.0</td><td>8770.99</td><td>12322</td><td>5717106</td><td>31260</td><td>12322</td><td>34.17</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>12313</td><td>3102820</td><td>0</td><td>5717106</td><td>3.47</td><td>false</td><td>Execute CreateViewCommand;Subquery;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q19</td><td>app-20220209225718-0023</td><td>Recommended</td><td>1.38</td><td>21689.15</td><td>8456.84</td><td>11373</td><td>5749051</td><td>30146</td><td>11373</td><td>23.22</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>11364</td><td>3161292</td><td>0</td><td>5749051</td><td>3.9</td><td>false</td><td>Execute CreateViewCommand;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q61</td><td>app-20220209232531-0068</td><td>Recommended</td><td>1.38</td><td>23308.72</td><td>9017.27</td><td>12357</td><td>4376440</td><td>32326</td><td>12357</td><td>36.63</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>12349</td><td>3022176</td><td>0</td><td>4376440</td><td>3.7</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q71</td><td>app-20220209233627-0078</td><td>Recommended</td><td>1.38</td><td>21967.67</td><td>8440.32</td><td>11371</td><td>4987537</td><td>30408</td><td>11371</td><td>21.81</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>11363</td><td>3052139</td><td>0</td><td>4987537</td><td>3.88</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q22</td><td>app-20220209225845-0026</td><td>Recommended</td><td>1.38</td><td>22397.03</td><td>8535.96</td><td>12381</td><td>1736064</td><td>30933</td><td>12381</td><td>50.01</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>12376</td><td>2929875</td><td>0</td><td>1736064</td><td>3.22</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q70</td><td>app-20220209233555-0077</td><td>Recommended</td><td>1.37</td><td>21798.79</td><td>8233.2</td><td>10751</td><td>4816235</td><td>30032</td><td>10751</td><td>33.51</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>10746</td><td>3034688</td><td>0</td><td>4816235</td><td>4.26</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q83</td><td>app-20220209234722-0090</td><td>Recommended</td><td>1.36</td><td>21949.16</td><td>8010.83</td><td>10956</td><td>5253931</td><td>29960</td><td>10956</td><td>26.62</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>10949</td><td>2993826</td><td>0</td><td>5253931</td><td>3.72</td><td>false</td><td>Execute CreateViewCommand;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q98</td><td>app-20220209235636-0105</td><td>Recommended</td><td>1.36</td><td>20487.86</td><td>7376.13</td><td>9674</td><td>3164505</td><td>27864</td><td>9674</td><td>21.36</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>9669</td><td>2953354</td><td>0</td><td>3164505</td><td>4.21</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q79</td><td>app-20220209234502-0086</td><td>Recommended</td><td>1.35</td><td>21073.77</td><td>7578.22</td><td>10344</td><td>5584295</td><td>28652</td><td>10344</td><td>29.69</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>10340</td><td>3007559</td><td>0</td><td>5584295</td><td>3.74</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q73</td><td>app-20220209233802-0080</td><td>Recommended</td><td>1.35</td><td>20143.11</td><td>7154.88</td><td>9205</td><td>3086301</td><td>27298</td><td>9205</td><td>27.46</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>9201</td><td>2929775</td><td>0</td><td>3086301</td><td>4.49</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q91</td><td>app-20220209235141-0098</td><td>Recommended</td><td>1.34</td><td>22090.61</td><td>7648.38</td><td>10351</td><td>3106198</td><td>29739</td><td>10351</td><td>23.11</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>10347</td><td>2997584</td><td>0</td><td>3106198</td><td>3.83</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q37</td><td>app-20220209231143-0043</td><td>Recommended</td><td>1.34</td><td>22130.6</td><td>7605.4</td><td>10371</td><td>5754398</td><td>29736</td><td>10371</td><td>38.21</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>10366</td><td>3003155</td><td>0</td><td>5754398</td><td>3.75</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q44</td><td>app-20220209231559-0051</td><td>Recommended</td><td>1.34</td><td>22359.33</td><td>7652.66</td><td>10956</td><td>7175937</td><td>30012</td><td>10347</td><td>29.11</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>10950</td><td>3029969</td><td>398712</td><td>6777225</td><td>3.84</td><td>false</td><td>AdaptiveSparkPlan;Subquery;Execute CreateViewCommand;Filter;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q9</td><td>app-20220209224725-0012</td><td>Recommended</td><td>1.33</td><td>21873.81</td><td>7315.18</td><td>9829</td><td>8064543</td><td>29189</td><td>9829</td><td>35.84</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>9823</td><td>3021491</td><td>0</td><td>8064543</td><td>3.91</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;Subquery;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q40</td><td>app-20220209231405-0047</td><td>Recommended</td><td>1.33</td><td>24561.7</td><td>8167.29</td><td>12119</td><td>8004983</td><td>32729</td><td>11272</td><td>36.85</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>12110</td><td>3142013</td><td>558989</td><td>7445994</td><td>3.63</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;HashAggregate;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q2</td><td>app-20220209224220-0005</td><td>Recommended</td><td>1.32</td><td>21301.46</td><td>6890.53</td><td>8966</td><td>4724046</td><td>28192</td><td>8966</td><td>38.76</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>8960</td><td>3025086</td><td>0</td><td>4724046</td><td>4.32</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench ss_max</td><td>app-20220209235735-0107</td><td>Recommended</td><td>1.31</td><td>20784.37</td><td>6539.62</td><td>9176</td><td>5331368</td><td>27324</td><td>8883</td><td>40.82</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>9171</td><td>3049122</td><td>169902</td><td>5161466</td><td>3.79</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;HashAggregate;ColumnarToRow</td><td>merge_count;merge_max</td></tr><tr><td>TPC-DS Like Bench q60</td><td>app-20220209232500-0067</td><td>Recommended</td><td>1.31</td><td>22250.37</td><td>6983.62</td><td>9811</td><td>3834676</td><td>29234</td><td>9811</td><td>19.92</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>9806</td><td>2939560</td><td>0</td><td>3834676</td><td>3.47</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q13</td><td>app-20220209224945-0016</td><td>Recommended</td><td>1.31</td><td>20407.71</td><td>6360.28</td><td>8816</td><td>4265966</td><td>26768</td><td>8816</td><td>34.5</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>8808</td><td>2951094</td><td>0</td><td>4265966</td><td>3.59</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q56</td><td>app-20220209232242-0063</td><td>Recommended</td><td>1.3</td><td>22798.87</td><td>7044.12</td><td>9896</td><td>3729466</td><td>29843</td><td>9896</td><td>14.44</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>9890</td><td>2971656</td><td>0</td><td>3729466</td><td>3.47</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q76</td><td>app-20220209234000-0083</td><td>Recommended</td><td>1.3</td><td>22630.64</td><td>6827.35</td><td>9835</td><td>6264831</td><td>29458</td><td>9835</td><td>33.9</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>9830</td><td>3037202</td><td>0</td><td>6264831</td><td>3.27</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q33</td><td>app-20220209230935-0039</td><td>Recommended</td><td>1.3</td><td>21561.95</td><td>6491.04</td><td>9119</td><td>3032680</td><td>28053</td><td>9119</td><td>18.14</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>9111</td><td>2983234</td><td>0</td><td>3032680</td><td>3.47</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q88</td><td>app-20220209235013-0095</td><td>Recommended</td><td>1.3</td><td>23989.56</td><td>7197.43</td><td>9998</td><td>6687038</td><td>31187</td><td>9998</td><td>43.92</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>9987</td><td>3212440</td><td>0</td><td>6687038</td><td>3.57</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q7</td><td>app-20220209224619-0010</td><td>Not Recommended</td><td>1.29</td><td>20663.5</td><td>6143.5</td><td>8936</td><td>4022166</td><td>26807</td><td>8936</td><td>35.88</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>8929</td><td>2959904</td><td>0</td><td>4022166</td><td>3.2</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q48</td><td>app-20220209231816-0055</td><td>Not Recommended</td><td>1.29</td><td>21310.47</td><td>6237.52</td><td>8514</td><td>3969649</td><td>27548</td><td>8514</td><td>33.42</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>8507</td><td>2990347</td><td>0</td><td>3969649</td><td>3.74</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q26</td><td>app-20220209230539-0032</td><td>Not Recommended</td><td>1.28</td><td>21556.18</td><td>6109.81</td><td>8887</td><td>4002441</td><td>27666</td><td>8887</td><td>36.79</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>8876</td><td>3012952</td><td>0</td><td>4002441</td><td>3.2</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q12</td><td>app-20220209224918-0015</td><td>Not Recommended</td><td>1.27</td><td>19624.36</td><td>5459.63</td><td>7584</td><td>1865587</td><td>25084</td><td>7584</td><td>23.82</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>7577</td><td>3102250</td><td>0</td><td>1865587</td><td>3.57</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q62</td><td>app-20220209232605-0069</td><td>Not Recommended</td><td>1.27</td><td>21448.22</td><td>5877.77</td><td>8574</td><td>4218821</td><td>27326</td><td>8574</td><td>36.47</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>8565</td><td>3017055</td><td>0</td><td>4218821</td><td>3.18</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q20</td><td>app-20220209225749-0024</td><td>Not Recommended</td><td>1.26</td><td>21250.95</td><td>5641.04</td><td>7836</td><td>2040974</td><td>26892</td><td>7836</td><td>22.51</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>7829</td><td>3039094</td><td>0</td><td>2040974</td><td>3.57</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q99</td><td>app-20220209235705-0106</td><td>Not Recommended</td><td>1.25</td><td>22355.32</td><td>5801.67</td><td>8463</td><td>4558275</td><td>28157</td><td>8463</td><td>33.1</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>8455</td><td>2973149</td><td>0</td><td>4558275</td><td>3.18</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q36</td><td>app-20220209231114-0042</td><td>Not Recommended</td><td>1.25</td><td>21356.73</td><td>5527.26</td><td>7756</td><td>3642750</td><td>26884</td><td>7756</td><td>30.08</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>7752</td><td>2905924</td><td>0</td><td>3642750</td><td>3.48</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q89</td><td>app-20220209235046-0096</td><td>Not Recommended</td><td>1.25</td><td>20969.23</td><td>5401.76</td><td>7869</td><td>4029740</td><td>26371</td><td>7615</td><td>24.99</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>7858</td><td>3012145</td><td>129765</td><td>3899975</td><td>3.44</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;Filter;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q86</td><td>app-20220209234857-0093</td><td>Not Recommended</td><td>1.25</td><td>21140.77</td><td>5388.22</td><td>7493</td><td>3505441</td><td>26529</td><td>7493</td><td>29.09</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>7489</td><td>3240380</td><td>0</td><td>3505441</td><td>3.56</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q27</td><td>app-20220209230608-0033</td><td>Not Recommended</td><td>1.25</td><td>22114.89</td><td>5587.1</td><td>8150</td><td>3737103</td><td>27702</td><td>8150</td><td>29.62</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>8143</td><td>3067371</td><td>0</td><td>3737103</td><td>3.18</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q66</td><td>app-20220209232841-0073</td><td>Not Recommended</td><td>1.24</td><td>24291.91</td><td>5938.08</td><td>9771</td><td>5287383</td><td>30230</td><td>8612</td><td>35.68</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>9765</td><td>2922061</td><td>626680</td><td>4660703</td><td>3.22</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;HashAggregate;ColumnarToRow</td><td>DecimalType</td></tr><tr><td>TPC-DS Like Bench q53</td><td>app-20220209232111-0060</td><td>Not Recommended</td><td>1.23</td><td>22160.97</td><td>5233.02</td><td>7622</td><td>3879496</td><td>27394</td><td>7368</td><td>25.54</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>7617</td><td>2905347</td><td>128795</td><td>3750701</td><td>3.45</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;Filter;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q84</td><td>app-20220209234754-0091</td><td>Not Recommended</td><td>1.23</td><td>21195.3</td><td>4968.69</td><td>7129</td><td>3814060</td><td>26164</td><td>7129</td><td>40.65</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>7123</td><td>3029105</td><td>0</td><td>3814060</td><td>3.3</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q63</td><td>app-20220209232634-0070</td><td>Not Recommended</td><td>1.23</td><td>21192.66</td><td>4957.33</td><td>7215</td><td>3490147</td><td>26150</td><td>6980</td><td>26.58</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>7207</td><td>2976838</td><td>113318</td><td>3376829</td><td>3.45</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;Filter;ColumnarToRow</td><td>decimal;DecimalType</td></tr><tr><td>TPC-DS Like Bench q43</td><td>app-20220209231533-0050</td><td>Not Recommended</td><td>1.23</td><td>19958.18</td><td>4641.81</td><td>6660</td><td>3257940</td><td>24600</td><td>6660</td><td>29.65</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>6651</td><td>2961446</td><td>0</td><td>3257940</td><td>3.3</td><td>false</td><td>Execute CreateViewCommand;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench ss_maxb</td><td>app-20220209235804-0108</td><td>Not Recommended</td><td>1.23</td><td>19063.41</td><td>4414.58</td><td>5825</td><td>3798491</td><td>23478</td><td>5825</td><td>48.17</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>5819</td><td>3155711</td><td>0</td><td>3798491</td><td>4.13</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q3</td><td>app-20220209224250-0006</td><td>Not Recommended</td><td>1.22</td><td>20089.36</td><td>4522.63</td><td>6489</td><td>2898373</td><td>24612</td><td>6489</td><td>26.88</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>6483</td><td>3094853</td><td>0</td><td>2898373</td><td>3.3</td><td>false</td><td>Execute CreateViewCommand;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q21</td><td>app-20220209225818-0025</td><td>Not Recommended</td><td>1.22</td><td>20413.61</td><td>4531.38</td><td>6610</td><td>1072926</td><td>24945</td><td>6610</td><td>40.94</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>6605</td><td>3079474</td><td>0</td><td>1072926</td><td>3.18</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q55</td><td>app-20220209232217-0062</td><td>Not Recommended</td><td>1.22</td><td>19494.18</td><td>4296.81</td><td>6165</td><td>2612787</td><td>23791</td><td>6165</td><td>24.78</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>6158</td><td>2995446</td><td>0</td><td>2612787</td><td>3.3</td><td>false</td><td>Execute CreateViewCommand;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q92</td><td>app-20220209235212-0099</td><td>Not Recommended</td><td>1.21</td><td>20741.45</td><td>4549.54</td><td>6384</td><td>2095601</td><td>25291</td><td>6123</td><td>25.07</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>6380</td><td>2967129</td><td>85419</td><td>2010182</td><td>3.89</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow;Filter</td><td>DECIMAL</td></tr><tr><td>TPC-DS Like Bench q90</td><td>app-20220209235114-0097</td><td>Not Recommended</td><td>1.21</td><td>20450.98</td><td>4350.01</td><td>6209</td><td>2604676</td><td>24801</td><td>6209</td><td>44.95</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>6204</td><td>2976499</td><td>0</td><td>2604676</td><td>3.34</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q32</td><td>app-20220209230908-0038</td><td>Not Recommended</td><td>1.2</td><td>20973.26</td><td>4366.73</td><td>6107</td><td>2712962</td><td>25340</td><td>5909</td><td>25.21</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>6098</td><td>3048254</td><td>87623</td><td>2625339</td><td>3.83</td><td>false</td><td>Execute CreateViewCommand;ReusedExchange;ColumnarToRow;Filter</td><td>DECIMAL</td></tr><tr><td>TPC-DS Like Bench q42</td><td>app-20220209231505-0049</td><td>Not Recommended</td><td>1.2</td><td>21414.78</td><td>4436.21</td><td>6365</td><td>2726759</td><td>25851</td><td>6365</td><td>23.15</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>6358</td><td>3047836</td><td>0</td><td>2726759</td><td>3.3</td><td>false</td><td>Execute CreateViewCommand;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q52</td><td>app-20220209232045-0059</td><td>Not Recommended</td><td>1.19</td><td>20523.3</td><td>4071.69</td><td>5842</td><td>2683090</td><td>24595</td><td>5842</td><td>25.46</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>5827</td><td>3074975</td><td>0</td><td>2683090</td><td>3.3</td><td>false</td><td>Execute CreateViewCommand;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q41</td><td>app-20220209231439-0048</td><td>Not Recommended</td><td>1.19</td><td>20533.93</td><td>4071.06</td><td>5649</td><td>161564</td><td>24605</td><td>5649</td><td>55.4</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>5642</td><td>2970757</td><td>0</td><td>161564</td><td>3.58</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>TPC-DS Like Bench q96</td><td>app-20220209235526-0103</td><td>Not Recommended</td><td>1.18</td><td>20189.67</td><td>3776.32</td><td>5324</td><td>2304428</td><td>23966</td><td>5324</td><td>44.32</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>5317</td><td>2947875</td><td>0</td><td>2304428</td><td>3.44</td><td>false</td><td>Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow</td><td>null</td></tr><tr><td>DART-ALGO</td><td>application_1665146417445_0002</td><td>Not Recommended</td><td>1.04</td><td>375798.12</td><td>16253.87</td><td>44531</td><td>75900172</td><td>392052</td><td>23675</td><td>14.55</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>16579</td><td>58017590</td><td>35546441</td><td>40353731</td><td>3.19</td><td>false</td><td>Scan hive ecomm_ops_tables.zzz_dart_browse_ads_prod_mod;Scan hive ecomm_ops_tables.s0s0jzb_browse_shelf_cat_map;CollectLimit</td><td>null</td></tr><tr><td>DART-ALGO</td><td>application_1665146417445_0003</td><td>Not Recommended</td><td>1.0</td><td>690682.0</td><td>0.0</td><td>0</td><td>0</td><td>690682</td><td>0</td><td>0.0</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>null</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1.0</td><td>false</td><td>null</td><td>null</td></tr></tbody></table></div>"]},"metadata":{"application/vnd.databricks.v1+output":{"addedWidgets":{},"aggData":[],"aggError":"","aggOverflow":false,"aggSchema":[],"aggSeriesLimitReached":false,"aggType":"","arguments":{},"columnCustomDisplayInfos":{},"data":[["TPC-DS Like Bench q14b","app-20220209225233-0018","Strongly Recommended",2.7,48971.53,83400.46,112708,27066964,132372,109793,65.66,null,null,null,null,null,null,112701,2939275,700037,26366927,4.16,false,"HashAggregate;Subquery;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q14a","app-20220209225013-0017","Strongly Recommended",2.66,51728.96,86381.03,117178,28746000,138110,112636,64.69,null,null,null,null,null,null,117172,2978987,1114076,27631924,4.29,false,"HashAggregate;Subquery;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q4","app-20220209224316-0007","Strongly Recommended",2.66,41856.03,69720.96,90167,85324700,111577,90167,65.09,null,null,null,null,null,null,90163,3086516,0,85324700,4.41,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q24b","app-20220209230348-0030","Recommended",2.34,32581.07,43720.92,56748,27574691,76302,56694,60.89,null,null,null,null,null,null,56741,2950634,25998,27548693,4.37,false,"AdaptiveSparkPlan;Subquery;Execute CreateViewCommand;Filter;ColumnarToRow","decimal"],["TPC-DS Like Bench q67","app-20220209232913-0074","Recommended",2.27,144720.72,184416.27,308185,15437192,329137,265300,73.64,null,null,null,null,null,null,308174,3028469,2148108,13289084,3.28,false,"Execute CreateViewCommand;ReusedExchange;HashAggregate;ColumnarToRow","DecimalType"],["TPC-DS Like Bench q24a","app-20220209230232-0029","Recommended",2.25,33029.22,41483.77,53469,27911960,74513,53202,60.14,null,null,null,null,null,null,53455,3305140,139193,27772767,4.54,false,"AdaptiveSparkPlan;Subquery;Execute CreateViewCommand;Filter;ColumnarToRow","decimal"],["TPC-DS Like Bench q93","app-20220209235239-0100","Recommended",2.18,31203.42,36894.57,50166,29213056,68098,50166,64.73,null,null,null,null,null,null,50161,2973035,0,29213056,3.78,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench q23a","app-20220209225917-0027","Recommended",2.17,43196.97,50617.02,74068,45913641,93814,66840,64.81,null,null,null,null,null,null,74064,2975228,4480262,41433379,4.12,false,"HashAggregate;Subquery;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q23b","app-20220209230053-0028","Recommended",2.08,46588.14,50761.85,77422,59799857,97350,66526,66.43,null,null,null,null,null,null,77417,3011951,8415627,51384230,4.22,false,"HashAggregate;Subquery;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow","DecimalType;decimal"],["TPC-DS Like Bench q72","app-20220209233659-0079","Recommended",1.97,30920.88,30054.11,41703,25434438,60975,41703,74.77,null,null,null,null,null,null,41694,2971887,0,25434438,3.58,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q64","app-20220209232701-0071","Recommended",1.95,30544.61,29103.38,38925,31852357,59648,37301,55.12,null,null,null,null,null,null,38919,2987987,1328490,30523867,4.55,false,"HashAggregate;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q78","app-20220209234412-0085","Recommended",1.94,24390.79,22946.2,29098,24753911,47337,29098,56.99,null,null,null,null,null,null,29090,2968697,0,24753911,4.73,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q95","app-20220209235427-0102","Recommended",1.9,29920.38,26967.61,37674,23337528,56888,35528,49.19,null,null,null,null,null,null,37667,2958216,1328886,22008642,4.15,false,"Execute CreateViewCommand;AdaptiveSparkPlan;HashAggregate;ColumnarToRow","merge_sum"],["TPC-DS Like Bench q87","app-20220209234925-0094","Recommended",1.81,25518.2,20871.79,26279,16348325,46390,26279,52.04,null,null,null,null,null,null,26272,2954066,0,16348325,4.86,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q50","app-20220209231919-0057","Recommended",1.76,26735.89,20549.1,28736,16444045,47285,28736,52.87,null,null,null,null,null,null,28732,3339217,0,16444045,3.51,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q97","app-20220209235552-0104","Recommended",1.76,24057.8,18398.19,23731,11475611,42456,23731,58.69,null,null,null,null,null,null,23727,3009477,0,11475611,4.45,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q75","app-20220209233914-0082","Recommended",1.74,25544.26,18972.73,24939,19831478,44517,24939,43.74,null,null,null,null,null,null,24933,2987306,0,19831478,4.18,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q38","app-20220209231214-0044","Recommended",1.73,23047.06,16910.93,21292,15248682,39958,21292,48.81,null,null,null,null,null,null,21288,3167687,0,15248682,4.86,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q31","app-20220209230826-0037","Recommended",1.68,23595.69,16242.3,20407,12617670,39838,20407,34.76,null,null,null,null,null,null,20399,2942830,0,12617670,4.9,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q74","app-20220209233831-0081","Recommended",1.68,24668.06,16781.93,21747,16692240,41450,21747,46.93,null,null,null,null,null,null,21741,3325282,0,16692240,4.38,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q11","app-20220209224833-0014","Recommended",1.62,26707.24,16820.75,24208,17615125,43528,22143,45.76,null,null,null,null,null,null,24205,2917642,1502045,16113080,4.16,false,"Execute CreateViewCommand;ReusedExchange;HashAggregate;ColumnarToRow","DecimalType"],["TPC-DS Like Bench q16","app-20220209225524-0020","Recommended",1.62,25717.33,16006.66,22726,18535920,41724,21306,44.67,null,null,null,null,null,null,22720,3028781,1157466,17378454,4.01,false,"Execute CreateViewCommand;AdaptiveSparkPlan;HashAggregate;ColumnarToRow","merge_sum"],["TPC-DS Like Bench q51","app-20220209232008-0058","Recommended",1.59,21942.35,13069.64,16925,12278939,35012,16925,47.26,null,null,null,null,null,null,16920,2979507,0,12278939,4.38,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q81","app-20220209234611-0088","Recommended",1.58,23125.59,13612.4,17437,10033526,36738,17393,36.22,null,null,null,null,null,null,17431,3083743,24955,10008571,4.59,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow;Filter","DECIMAL"],["TPC-DS Like Bench q65","app-20220209232803-0072","Recommended",1.57,23403.59,13469.4,18332,10164071,36873,18332,46.41,null,null,null,null,null,null,18324,2941892,0,10164071,3.77,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q30","app-20220209230750-0036","Recommended",1.56,21777.06,12322.93,16070,8447753,34100,16023,33.65,null,null,null,null,null,null,16063,2987480,24435,8423318,4.33,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow;Filter","DECIMAL"],["TPC-DS Like Bench q15","app-20220209225447-0019","Recommended",1.52,23166.12,12074.87,15970,6770100,35241,15970,34.25,null,null,null,null,null,null,15964,2923648,0,6770100,4.09,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q35","app-20220209231035-0041","Recommended",1.51,24552.13,12648.86,18298,10027023,37201,17010,37.15,null,null,null,null,null,null,18293,3059747,705510,9321513,3.9,false,"Execute CreateViewCommand;SortMergeJoin;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q8","app-20220209224648-0011","Recommended",1.51,23372.7,12016.29,15691,6693324,35389,15691,20.01,null,null,null,null,null,null,15686,3133963,0,6693324,4.26,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q69","app-20220209233517-0076","Recommended",1.5,24534.64,12431.35,16589,7246714,36966,16589,27.75,null,null,null,null,null,null,16583,2963952,0,7246714,3.99,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q94","app-20220209235349-0101","Recommended",1.5,24361.44,12284.55,17424,13168326,36646,16352,41.87,null,null,null,null,null,null,17416,3048502,809952,12358374,4.01,false,"Execute CreateViewCommand;AdaptiveSparkPlan;HashAggregate;ColumnarToRow","merge_sum"],["TPC-DS Like Bench q54","app-20220209232140-0061","Recommended",1.5,23475.06,11742.93,15568,5555140,35218,15568,28.65,null,null,null,null,null,null,15563,3021018,0,5555140,4.07,false,"Execute CreateViewCommand;ReusedExchange;Subquery;ColumnarToRow",null],["TPC-DS Like Bench q39a","app-20220209231256-0045","Recommended",1.49,22102.22,10863.77,14136,4794226,32966,14136,24.49,null,null,null,null,null,null,14131,2998677,0,4794226,4.32,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q29","app-20220209230713-0035","Recommended",1.49,23597.91,11588.08,15912,10021701,35186,15912,44.09,null,null,null,null,null,null,15905,3057910,0,10021701,3.68,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q47","app-20220209231740-0054","Recommended",1.48,23520.63,11417.36,15246,8996925,34938,15160,35.78,null,null,null,null,null,null,15241,3107687,50299,8946626,4.05,false,"Execute CreateViewCommand;ReusedExchange;Filter;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q59","app-20220209232422-0066","Recommended",1.48,24246.78,11658.21,16091,6749831,35905,16091,34.65,null,null,null,null,null,null,16084,3068245,0,6749831,3.63,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench q6","app-20220209224544-0009","Recommended",1.46,22488.01,10526.98,13758,6335474,33015,13756,30.04,null,null,null,null,null,null,13753,2943126,863,6334611,4.26,false,"Subquery;Execute CreateViewCommand;Filter;ReusedExchange;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q80","app-20220209234532-0087","Recommended",1.46,25298.12,11841.87,16742,12630126,37140,15856,40.02,null,null,null,null,null,null,16735,3360633,668346,11961780,3.95,false,"Execute CreateViewCommand;ReusedExchange;HashAggregate;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q39b","app-20220209231330-0046","Recommended",1.46,22094.04,10341.95,13457,3807675,32436,13457,30.24,null,null,null,null,null,null,13451,2941727,0,3807675,4.32,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q57","app-20220209232314-0064","Recommended",1.46,22995.99,10722,14351,8374423,33718,14237,31.73,null,null,null,null,null,null,14345,2948771,66283,8308140,4.05,false,"Execute CreateViewCommand;ReusedExchange;Filter;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q1","app-20220209224147-0004","Recommended",1.46,21599.35,10007.64,13417,7598550,31607,13321,37.09,null,null,null,null,null,null,13412,3012015,54119,7544431,4.01,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow;Filter","DECIMAL"],["TPC-DS Like Bench q18","app-20220209225644-0022","Recommended",1.44,22216.88,9865.11,13492,7586670,32082,13492,33.42,null,null,null,null,null,null,13484,2962080,0,7586670,3.72,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q45","app-20220209231631-0052","Recommended",1.44,23723.45,10458.54,14455,5768757,34182,14154,33.74,null,null,null,null,null,null,14447,2957022,120068,5648689,3.83,false,"Execute CreateViewCommand;ReusedExchange;BroadcastHashJoin;ColumnarToRow",null],["TPC-DS Like Bench q17","app-20220209225607-0021","Recommended",1.43,24334.61,10564.38,14420,7818278,34899,14420,37.4,null,null,null,null,null,null,14412,3106844,0,7818278,3.74,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q25","app-20220209230506-0031","Recommended",1.43,21671.78,9370.21,12790,7060196,31042,12790,34.97,null,null,null,null,null,null,12784,3060435,0,7060196,3.74,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q49","app-20220209231846-0056","Recommended",1.42,22231.44,9476.55,12466,8785195,31708,12466,26.92,null,null,null,null,null,null,12448,3080539,0,8785195,4.17,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q46","app-20220209231707-0053","Recommended",1.42,22047.85,9385.14,12318,6163042,31433,12318,26.39,null,null,null,null,null,null,12312,3017041,0,6163042,4.2,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q10","app-20220209224756-0013","Recommended",1.42,24919.87,10489.12,15574,7745798,35409,14432,30.14,null,null,null,null,null,null,15567,3236768,567780,7178018,3.66,false,"Execute CreateViewCommand;SortMergeJoin;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q68","app-20220209233444-0075","Recommended",1.41,21674.52,9006.47,11821,5109423,30681,11821,20.54,null,null,null,null,null,null,11814,3004334,0,5109423,4.2,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q5","app-20220209224509-0008","Recommended",1.41,23548.42,9749.57,13729,8967631,33298,13729,41.35,null,null,null,null,null,null,13722,3186659,0,8967631,3.45,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q34","app-20220209231004-0040","Recommended",1.4,20675.69,8427.3,10842,5053339,29103,10842,27.34,null,null,null,null,null,null,10836,2994320,0,5053339,4.49,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q82","app-20220209234649-0089","Recommended",1.4,22206.53,8955.46,12212,7344489,31162,12212,39.29,null,null,null,null,null,null,12199,2973553,0,7344489,3.75,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q85","app-20220209234821-0092","Recommended",1.4,24121.11,9726.88,13468,7684101,33848,13468,29.91,null,null,null,null,null,null,13462,2949755,0,7684101,3.6,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q28","app-20220209230637-0034","Recommended",1.39,24599.41,9839.58,15464,14309580,34439,13823,33.04,null,null,null,null,null,null,15458,3008413,1518296,12791284,3.47,false,"AdaptiveSparkPlan;CollectLimit;HashAggregate;Execute CreateViewCommand;ColumnarToRow","merge_avg;merge_count"],["TPC-DS Like Bench q58","app-20220209232349-0065","Recommended",1.39,22489,8770.99,12322,5717106,31260,12322,34.17,null,null,null,null,null,null,12313,3102820,0,5717106,3.47,false,"Execute CreateViewCommand;Subquery;ColumnarToRow",null],["TPC-DS Like Bench q19","app-20220209225718-0023","Recommended",1.38,21689.15,8456.84,11373,5749051,30146,11373,23.22,null,null,null,null,null,null,11364,3161292,0,5749051,3.9,false,"Execute CreateViewCommand;ColumnarToRow",null],["TPC-DS Like Bench q61","app-20220209232531-0068","Recommended",1.38,23308.72,9017.27,12357,4376440,32326,12357,36.63,null,null,null,null,null,null,12349,3022176,0,4376440,3.7,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q71","app-20220209233627-0078","Recommended",1.38,21967.67,8440.32,11371,4987537,30408,11371,21.81,null,null,null,null,null,null,11363,3052139,0,4987537,3.88,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q22","app-20220209225845-0026","Recommended",1.38,22397.03,8535.96,12381,1736064,30933,12381,50.01,null,null,null,null,null,null,12376,2929875,0,1736064,3.22,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q70","app-20220209233555-0077","Recommended",1.37,21798.79,8233.2,10751,4816235,30032,10751,33.51,null,null,null,null,null,null,10746,3034688,0,4816235,4.26,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q83","app-20220209234722-0090","Recommended",1.36,21949.16,8010.83,10956,5253931,29960,10956,26.62,null,null,null,null,null,null,10949,2993826,0,5253931,3.72,false,"Execute CreateViewCommand;ColumnarToRow",null],["TPC-DS Like Bench q98","app-20220209235636-0105","Recommended",1.36,20487.86,7376.13,9674,3164505,27864,9674,21.36,null,null,null,null,null,null,9669,2953354,0,3164505,4.21,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q79","app-20220209234502-0086","Recommended",1.35,21073.77,7578.22,10344,5584295,28652,10344,29.69,null,null,null,null,null,null,10340,3007559,0,5584295,3.74,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q73","app-20220209233802-0080","Recommended",1.35,20143.11,7154.88,9205,3086301,27298,9205,27.46,null,null,null,null,null,null,9201,2929775,0,3086301,4.49,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q91","app-20220209235141-0098","Recommended",1.34,22090.61,7648.38,10351,3106198,29739,10351,23.11,null,null,null,null,null,null,10347,2997584,0,3106198,3.83,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q37","app-20220209231143-0043","Recommended",1.34,22130.6,7605.4,10371,5754398,29736,10371,38.21,null,null,null,null,null,null,10366,3003155,0,5754398,3.75,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q44","app-20220209231559-0051","Recommended",1.34,22359.33,7652.66,10956,7175937,30012,10347,29.11,null,null,null,null,null,null,10950,3029969,398712,6777225,3.84,false,"AdaptiveSparkPlan;Subquery;Execute CreateViewCommand;Filter;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q9","app-20220209224725-0012","Recommended",1.33,21873.81,7315.18,9829,8064543,29189,9829,35.84,null,null,null,null,null,null,9823,3021491,0,8064543,3.91,false,"Execute CreateViewCommand;AdaptiveSparkPlan;Subquery;ColumnarToRow",null],["TPC-DS Like Bench q40","app-20220209231405-0047","Recommended",1.33,24561.7,8167.29,12119,8004983,32729,11272,36.85,null,null,null,null,null,null,12110,3142013,558989,7445994,3.63,false,"Execute CreateViewCommand;ReusedExchange;HashAggregate;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q2","app-20220209224220-0005","Recommended",1.32,21301.46,6890.53,8966,4724046,28192,8966,38.76,null,null,null,null,null,null,8960,3025086,0,4724046,4.32,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench ss_max","app-20220209235735-0107","Recommended",1.31,20784.37,6539.62,9176,5331368,27324,8883,40.82,null,null,null,null,null,null,9171,3049122,169902,5161466,3.79,false,"Execute CreateViewCommand;AdaptiveSparkPlan;HashAggregate;ColumnarToRow","merge_count;merge_max"],["TPC-DS Like Bench q60","app-20220209232500-0067","Recommended",1.31,22250.37,6983.62,9811,3834676,29234,9811,19.92,null,null,null,null,null,null,9806,2939560,0,3834676,3.47,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q13","app-20220209224945-0016","Recommended",1.31,20407.71,6360.28,8816,4265966,26768,8816,34.5,null,null,null,null,null,null,8808,2951094,0,4265966,3.59,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q56","app-20220209232242-0063","Recommended",1.3,22798.87,7044.12,9896,3729466,29843,9896,14.44,null,null,null,null,null,null,9890,2971656,0,3729466,3.47,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q76","app-20220209234000-0083","Recommended",1.3,22630.64,6827.35,9835,6264831,29458,9835,33.9,null,null,null,null,null,null,9830,3037202,0,6264831,3.27,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench q33","app-20220209230935-0039","Recommended",1.3,21561.95,6491.04,9119,3032680,28053,9119,18.14,null,null,null,null,null,null,9111,2983234,0,3032680,3.47,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q88","app-20220209235013-0095","Recommended",1.3,23989.56,7197.43,9998,6687038,31187,9998,43.92,null,null,null,null,null,null,9987,3212440,0,6687038,3.57,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench q7","app-20220209224619-0010","Not Recommended",1.29,20663.5,6143.5,8936,4022166,26807,8936,35.88,null,null,null,null,null,null,8929,2959904,0,4022166,3.2,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q48","app-20220209231816-0055","Not Recommended",1.29,21310.47,6237.52,8514,3969649,27548,8514,33.42,null,null,null,null,null,null,8507,2990347,0,3969649,3.74,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q26","app-20220209230539-0032","Not Recommended",1.28,21556.18,6109.81,8887,4002441,27666,8887,36.79,null,null,null,null,null,null,8876,3012952,0,4002441,3.2,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q12","app-20220209224918-0015","Not Recommended",1.27,19624.36,5459.63,7584,1865587,25084,7584,23.82,null,null,null,null,null,null,7577,3102250,0,1865587,3.57,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q62","app-20220209232605-0069","Not Recommended",1.27,21448.22,5877.77,8574,4218821,27326,8574,36.47,null,null,null,null,null,null,8565,3017055,0,4218821,3.18,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench q20","app-20220209225749-0024","Not Recommended",1.26,21250.95,5641.04,7836,2040974,26892,7836,22.51,null,null,null,null,null,null,7829,3039094,0,2040974,3.57,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q99","app-20220209235705-0106","Not Recommended",1.25,22355.32,5801.67,8463,4558275,28157,8463,33.1,null,null,null,null,null,null,8455,2973149,0,4558275,3.18,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench q36","app-20220209231114-0042","Not Recommended",1.25,21356.73,5527.26,7756,3642750,26884,7756,30.08,null,null,null,null,null,null,7752,2905924,0,3642750,3.48,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q89","app-20220209235046-0096","Not Recommended",1.25,20969.23,5401.76,7869,4029740,26371,7615,24.99,null,null,null,null,null,null,7858,3012145,129765,3899975,3.44,false,"Execute CreateViewCommand;ReusedExchange;Filter;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q86","app-20220209234857-0093","Not Recommended",1.25,21140.77,5388.22,7493,3505441,26529,7493,29.09,null,null,null,null,null,null,7489,3240380,0,3505441,3.56,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q27","app-20220209230608-0033","Not Recommended",1.25,22114.89,5587.1,8150,3737103,27702,8150,29.62,null,null,null,null,null,null,8143,3067371,0,3737103,3.18,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q66","app-20220209232841-0073","Not Recommended",1.24,24291.91,5938.08,9771,5287383,30230,8612,35.68,null,null,null,null,null,null,9765,2922061,626680,4660703,3.22,false,"Execute CreateViewCommand;ReusedExchange;HashAggregate;ColumnarToRow","DecimalType"],["TPC-DS Like Bench q53","app-20220209232111-0060","Not Recommended",1.23,22160.97,5233.02,7622,3879496,27394,7368,25.54,null,null,null,null,null,null,7617,2905347,128795,3750701,3.45,false,"Execute CreateViewCommand;ReusedExchange;Filter;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q84","app-20220209234754-0091","Not Recommended",1.23,21195.3,4968.69,7129,3814060,26164,7129,40.65,null,null,null,null,null,null,7123,3029105,0,3814060,3.3,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench q63","app-20220209232634-0070","Not Recommended",1.23,21192.66,4957.33,7215,3490147,26150,6980,26.58,null,null,null,null,null,null,7207,2976838,113318,3376829,3.45,false,"Execute CreateViewCommand;ReusedExchange;Filter;ColumnarToRow","decimal;DecimalType"],["TPC-DS Like Bench q43","app-20220209231533-0050","Not Recommended",1.23,19958.18,4641.81,6660,3257940,24600,6660,29.65,null,null,null,null,null,null,6651,2961446,0,3257940,3.3,false,"Execute CreateViewCommand;ColumnarToRow",null],["TPC-DS Like Bench ss_maxb","app-20220209235804-0108","Not Recommended",1.23,19063.41,4414.58,5825,3798491,23478,5825,48.17,null,null,null,null,null,null,5819,3155711,0,3798491,4.13,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench q3","app-20220209224250-0006","Not Recommended",1.22,20089.36,4522.63,6489,2898373,24612,6489,26.88,null,null,null,null,null,null,6483,3094853,0,2898373,3.3,false,"Execute CreateViewCommand;ColumnarToRow",null],["TPC-DS Like Bench q21","app-20220209225818-0025","Not Recommended",1.22,20413.61,4531.38,6610,1072926,24945,6610,40.94,null,null,null,null,null,null,6605,3079474,0,1072926,3.18,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow",null],["TPC-DS Like Bench q55","app-20220209232217-0062","Not Recommended",1.22,19494.18,4296.81,6165,2612787,23791,6165,24.78,null,null,null,null,null,null,6158,2995446,0,2612787,3.3,false,"Execute CreateViewCommand;ColumnarToRow",null],["TPC-DS Like Bench q92","app-20220209235212-0099","Not Recommended",1.21,20741.45,4549.54,6384,2095601,25291,6123,25.07,null,null,null,null,null,null,6380,2967129,85419,2010182,3.89,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow;Filter","DECIMAL"],["TPC-DS Like Bench q90","app-20220209235114-0097","Not Recommended",1.21,20450.98,4350.01,6209,2604676,24801,6209,44.95,null,null,null,null,null,null,6204,2976499,0,2604676,3.34,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench q32","app-20220209230908-0038","Not Recommended",1.2,20973.26,4366.73,6107,2712962,25340,5909,25.21,null,null,null,null,null,null,6098,3048254,87623,2625339,3.83,false,"Execute CreateViewCommand;ReusedExchange;ColumnarToRow;Filter","DECIMAL"],["TPC-DS Like Bench q42","app-20220209231505-0049","Not Recommended",1.2,21414.78,4436.21,6365,2726759,25851,6365,23.15,null,null,null,null,null,null,6358,3047836,0,2726759,3.3,false,"Execute CreateViewCommand;ColumnarToRow",null],["TPC-DS Like Bench q52","app-20220209232045-0059","Not Recommended",1.19,20523.3,4071.69,5842,2683090,24595,5842,25.46,null,null,null,null,null,null,5827,3074975,0,2683090,3.3,false,"Execute CreateViewCommand;ColumnarToRow",null],["TPC-DS Like Bench q41","app-20220209231439-0048","Not Recommended",1.19,20533.93,4071.06,5649,161564,24605,5649,55.4,null,null,null,null,null,null,5642,2970757,0,161564,3.58,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["TPC-DS Like Bench q96","app-20220209235526-0103","Not Recommended",1.18,20189.67,3776.32,5324,2304428,23966,5324,44.32,null,null,null,null,null,null,5317,2947875,0,2304428,3.44,false,"Execute CreateViewCommand;AdaptiveSparkPlan;ColumnarToRow",null],["DART-ALGO","application_1665146417445_0002","Not Recommended",1.04,375798.12,16253.87,44531,75900172,392052,23675,14.55,null,null,null,null,null,null,16579,58017590,35546441,40353731,3.19,false,"Scan hive ecomm_ops_tables.zzz_dart_browse_ads_prod_mod;Scan hive ecomm_ops_tables.s0s0jzb_browse_shelf_cat_map;CollectLimit",null],["DART-ALGO","application_1665146417445_0003","Not Recommended",1,690682,0,0,0,690682,0,0,null,null,null,null,null,null,0,0,0,0,1,false,null,null]],"datasetInfos":[],"dbfsResultPath":null,"isJsonSchema":true,"metadata":{},"overflow":false,"plotOptions":{"customPlotOptions":{},"displayType":"table","pivotAggregation":null,"pivotColumns":null,"xColumns":null,"yColumns":null},"removedWidgets":[],"schema":[{"metadata":"{}","name":"App Name","type":"\"string\""},{"metadata":"{}","name":"App ID","type":"\"string\""},{"metadata":"{}","name":"Recommendation","type":"\"string\""},{"metadata":"{}","name":"Estimated GPU Speedup","type":"\"double\""},{"metadata":"{}","name":"Estimated GPU Duration","type":"\"double\""},{"metadata":"{}","name":"Estimated GPU Time Saved","type":"\"double\""},{"metadata":"{}","name":"SQL DF Duration","type":"\"long\""},{"metadata":"{}","name":"SQL Dataframe Task Duration","type":"\"long\""},{"metadata":"{}","name":"App Duration","type":"\"long\""},{"metadata":"{}","name":"GPU Opportunity","type":"\"long\""},{"metadata":"{}","name":"Executor CPU Time Percent","type":"\"double\""},{"metadata":"{}","name":"SQL Ids with Failures","type":"\"double\""},{"metadata":"{}","name":"Unsupported Read File Formats and Types","type":"\"double\""},{"metadata":"{}","name":"Unsupported Write Data Format","type":"\"double\""},{"metadata":"{}","name":"Complex Types","type":"\"double\""},{"metadata":"{}","name":"Nested Complex Types","type":"\"double\""},{"metadata":"{}","name":"Potential Problems","type":"\"double\""},{"metadata":"{}","name":"Longest SQL Duration","type":"\"long\""},{"metadata":"{}","name":"NONSQL Task Duration Plus Overhead","type":"\"long\""},{"metadata":"{}","name":"Unsupported Task Duration","type":"\"long\""},{"metadata":"{}","name":"Supported SQL DF Task Duration","type":"\"long\""},{"metadata":"{}","name":"Task Speedup Factor","type":"\"double\""},{"metadata":"{}","name":"App Duration Estimated","type":"\"boolean\""},{"metadata":"{}","name":"Unsupported Execs","type":"\"string\""},{"metadata":"{}","name":"Unsupported Expressions","type":"\"string\""}],"type":"table"}},"output_type":"display_data"}],"source":["summary_output=pd.read_csv(outputpath_string + \"/rapids_4_spark_qualification_output/rapids_4_spark_qualification_output.csv\")\n","display(summary_output)"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"6756159b-30ca-407a-ab6b-9c29ced01ea6","showTitle":false,"title":""}},"source":["## Stages Output"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"cdde6177-db5f-434a-995b-776678a64a3a","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .table-result-container {\n","    max-height: 300px;\n","    overflow: auto;\n","  }\n","  table, th, td {\n","    border: 1px solid black;\n","    border-collapse: collapse;\n","  }\n","  th, td {\n","    padding: 5px;\n","  }\n","  th {\n","    text-align: left;\n","  }\n","</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>App ID</th><th>Stage ID</th><th>Average Speedup Factor</th><th>Stage Task Duration</th><th>Unsupported Task Duration</th><th>Stage Estimated</th></tr></thead><tbody><tr><td>app-20220209224509-0008</td><td>31</td><td>2.95</td><td>1184</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>33</td><td>2.9</td><td>1086</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>35</td><td>3.37</td><td>2321523</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>41</td><td>3.9</td><td>172648</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>39</td><td>5.72</td><td>4586824</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>38</td><td>3.36</td><td>694337</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>40</td><td>4.26</td><td>656835</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>37</td><td>3.36</td><td>524190</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>32</td><td>2.9</td><td>641</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>36</td><td>2.73</td><td>7065</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>42</td><td>3.0</td><td>218</td><td>0</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>34</td><td>2.9</td><td>1080</td><td>0</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>39</td><td>2.71</td><td>0</td><td>0</td><td>true</td></tr><tr><td>app-20220209235114-0097</td><td>40</td><td>3.54</td><td>413</td><td>0</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>34</td><td>2.95</td><td>964</td><td>0</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>37</td><td>2.71</td><td>0</td><td>0</td><td>true</td></tr><tr><td>app-20220209235114-0097</td><td>41</td><td>3.0</td><td>365</td><td>0</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>31</td><td>2.95</td><td>1058</td><td>0</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>32</td><td>2.95</td><td>694</td><td>0</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>35</td><td>3.68</td><td>2142147</td><td>0</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>38</td><td>4.34</td><td>271</td><td>0</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>36</td><td>3.68</td><td>457864</td><td>0</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>33</td><td>2.95</td><td>900</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>35</td><td>3.33</td><td>93394</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>36</td><td>3.33</td><td>239863</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>38</td><td>6.91</td><td>2696172</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>37</td><td>3.33</td><td>1684494</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>40</td><td>3.9</td><td>205018</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>32</td><td>2.9</td><td>7530</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>41</td><td>3.0</td><td>210</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>39</td><td>5.67</td><td>2129775</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>34</td><td>2.95</td><td>1198</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>31</td><td>2.95</td><td>1284</td><td>0</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>33</td><td>2.9</td><td>1258</td><td>0</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>32</td><td>2.9</td><td>1046</td><td>0</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>34</td><td>3.72</td><td>2226056</td><td>0</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>31</td><td>2.95</td><td>6677</td><td>0</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>33</td><td>2.95</td><td>672</td><td>0</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>37</td><td>3.0</td><td>210</td><td>0</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>35</td><td>4.3</td><td>688894</td><td>0</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>36</td><td>4.3</td><td>566592</td><td>113318</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>36</td><td>3.0</td><td>303</td><td>0</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>32</td><td>2.9</td><td>5690</td><td>0</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>31</td><td>2.95</td><td>1181</td><td>0</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>34</td><td>3.68</td><td>621736</td><td>0</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>33</td><td>2.9</td><td>894</td><td>0</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>35</td><td>3.9</td><td>1106260</td><td>0</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>34</td><td>3.68</td><td>2301205</td><td>0</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>31</td><td>2.95<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the first 1000 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ID","type":"\"string\""},{"metadata":"{}","name":"Stage ID","type":"\"long\""},{"metadata":"{}","name":"Average Speedup Factor","type":"\"double\""},{"metadata":"{}","name":"Stage Task Duration","type":"\"long\""},{"metadata":"{}","name":"Unsupported Task Duration","type":"\"long\""},{"metadata":"{}","name":"Stage Estimated","type":"\"boolean\""}],"type":"table"}},"output_type":"display_data"}],"source":["stages_output=pd.read_csv(outputpath_string + \"/rapids_4_spark_qualification_output/rapids_4_spark_qualification_output_stages.csv\")\n","display(stages_output)"]},{"cell_type":"markdown","metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"4d7ce219-ae75-4a0c-a78c-4e7f25b8cd6f","showTitle":false,"title":""}},"source":["## Execs Output"]},{"cell_type":"code","execution_count":null,"metadata":{"application/vnd.databricks.v1+cell":{"cellMetadata":{},"inputWidgets":{},"nuid":"998b0c51-0cb6-408e-a01a-d1f5b1a61e1f","showTitle":false,"title":""}},"outputs":[{"data":{"text/html":["<style scoped>\n","  .table-result-container {\n","    max-height: 300px;\n","    overflow: auto;\n","  }\n","  table, th, td {\n","    border: 1px solid black;\n","    border-collapse: collapse;\n","  }\n","  th, td {\n","    padding: 5px;\n","  }\n","  th {\n","    text-align: left;\n","  }\n","</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>App ID</th><th>SQL ID</th><th>Exec Name</th><th>Expression Name</th><th>Task Speedup Factor</th><th>Exec Duration</th><th>SQL Node Id</th><th>Exec Is Supported</th><th>Exec Stages</th><th>Exec Children</th><th>Exec Children Node Ids</th><th>Exec Should Remove</th></tr></thead><tbody><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>30</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>89</td><td>false</td><td>39</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (15)</td><td>WholeStageCodegen (15)</td><td>8.0</td><td>4234050</td><td>95</td><td>true</td><td>39</td><td>Sort</td><td>96</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>584</td><td>97</td><td>true</td><td>36:39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>0</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (8)</td><td>WholeStageCodegen (8)</td><td>2.9</td><td>23059</td><td>65</td><td>true</td><td>37</td><td>Project:Filter:ColumnarToRow</td><td>66:67:68</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Union</td><td>null</td><td>3.0</td><td>0</td><td>85</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (22)</td><td>WholeStageCodegen (22)</td><td>4.5</td><td>18839</td><td>76</td><td>true</td><td>40</td><td>HashAggregate</td><td>77</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>60</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>80029</td><td>104</td><td>true</td><td>35:39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>40</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>54</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>81</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>536</td><td>114</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (6)</td><td>WholeStageCodegen (6)</td><td>4.5</td><td>187988</td><td>9</td><td>true</td><td>40</td><td>HashAggregate</td><td>10</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>56</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1736</td><td>70</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>14</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>33</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>77</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>750661</td><td>109</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>6</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>87</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>10</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>35</td><td>false</td><td>38</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1712</td><td>38</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>4.13</td><td>315026</td><td>12</td><td>true</td><td>38</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin</td><td>13:14:15:16:17</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>113</td><td>false</td><td>34</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>42</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>22</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.9</td><td>760</td><td>27</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>28:29:30</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>1</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1567</td><td>71</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>62</td><td>false</td><td>37</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (13)</td><td>WholeStageCodegen (13)</td><td>2.9</td><td>17055</td><td>86</td><td>true</td><td>39</td><td>Project:Filter:ColumnarToRow</td><td>87:88:89</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>283</td><td>48</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>103</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>23</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>106</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>22</td><td>false</td><td>38</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Union</td><td>null</td><td>3.0</td><td>0</td><td>8</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>12</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>10</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>73</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1537</td><td>110</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>94</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>14</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1736</td><td>101</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1128</td><td>44</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>16</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>61</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (16)</td><td>WholeStageCodegen (16)</td><td>2.9</td><td>1506623</td><td>105</td><td>true</td><td>35</td><td>Project:Filter:ColumnarToRow</td><td>106:107:108</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>34</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Execute InsertIntoHadoopFsRelationCommand parquet</td><td>null</td><td>3.0</td><td>0</td><td>0</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>5</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (20)</td><td>WholeStageCodegen (20)</td><td>2.8</td><td>540</td><td>111</td><td>true</td><td>34</td><td>Filter:ColumnarToRow</td><td>112:113</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1736</td><td>37</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (14)</td><td>WholeStageCodegen (14)</td><td>1.0</td><td>4090</td><td>98</td><td>false</td><td>36</td><td>ColumnarToRow</td><td>99</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>9</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>12454</td><td>69</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>6</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>68</td><td>false</td><td>37</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>21</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>TakeOrderedAndProject</td><td>null</td><td>3.0</td><td>0</td><td>1</td><td>true</td><td>41:42</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>15</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>57</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Union</td><td>null</td><td>3.0</td><td>0</td><td>18</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>2</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (7)</td><td>WholeStageCodegen (7)</td><td>2.9</td><td>247099</td><td>59</td><td>true</td><td>37</td><td>Project:Filter:ColumnarToRow</td><td>60:61:62</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>7</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>19</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>4</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (21)</td><td>WholeStageCodegen (21)</td><td>4.13</td><td>3230425</td><td>79</td><td>true</td><td>39</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin</td><td>80:81:82:83:84</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>768</td><td>78</td><td>true</td><td>39:40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>173035</td><td>23</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>15</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>47</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>82</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>66</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1736</td><td>91</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>84</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>19562</td><td>36</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>515</td><td>75</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>206</td><td>4</td><td>true</td><td>40:41</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>20</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>13</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>55</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (24)</td><td>WholeStageCodegen (24)</td><td>4.5</td><td>30834</td><td>2</td><td>true</td><td>41</td><td>HashAggregate</td><td>3</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Union</td><td>null</td><td>3.0</td><td>0</td><td>58</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>29</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (12)</td><td>WholeStageCodegen (12)</td><td>4.5</td><td>34686</td><td>49</td><td>true</td><td>40</td><td>HashAggregate</td><td>50</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>50</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1736</td><td>64</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>4425</td><td>51</td><td>true</td><td>37:40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>13</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>88</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>46</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>743</td><td>31</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>2399</td><td>100</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>2.8</td><td>291</td><td>45</td><td>true</td><td>32</td><td>Filter:ColumnarToRow</td><td>46:47</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>41</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>17</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>93</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.9</td><td>325673</td><td>19</td><td>true</td><td>38</td><td>Project:Filter:ColumnarToRow</td><td>20:21:22</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Expand</td><td>null</td><td>3.0</td><td>0</td><td>7</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>6179</td><td>11</td><td>true</td><td>38:40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>28</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>16</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>67</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>108</td><td>false</td><td>35</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>107</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1736</td><td>24</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>112</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>83</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (11)</td><td>WholeStageCodegen (11)</td><td>4.13</td><td>235109</td><td>52</td><td>true</td><td>37</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin</td><td>53:54:55:56:57</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>132149</td><td>63</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>20</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>17</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>3</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>18</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.9</td><td>760</td><td>39</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>40:41:42</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>99</td><td>false</td><td>36</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>8</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (10)</td><td>WholeStageCodegen (10)</td><td>2.8</td><td>538</td><td>72</td><td>true</td><td>33</td><td>Filter:ColumnarToRow</td><td>73:74</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>2.9</td><td>36275</td><td>32</td><td>true</td><td>38</td><td>Project:Filter:ColumnarToRow</td><td>33:34:35</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>53</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>3</td><td>true</td><td>41</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>21</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (23)</td><td>WholeStageCodegen (23)</td><td>3.75</td><td>201149</td><td>5</td><td>true</td><td>40</td><td>HashAggregate:Expand</td><td>6:7</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1712</td><td>26</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>11</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (18)</td><td>WholeStageCodegen (18)</td><td>12.85</td><td>3376529</td><td>92</td><td>true</td><td>39</td><td>Project:SortMergeJoin</td><td>93:94</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>WholeStageCodegen (17)</td><td>WholeStageCodegen (17)</td><td>8.0</td><td>0</td><td>102</td><td>true</td><td>39</td><td>Sort</td><td>103</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>80</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>25</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>74</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>8648</td><td>90</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>96</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209224509-0008</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>743</td><td>43</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>35</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>52</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>49</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>23</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>17</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>16</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>13</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>9</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>913605</td><td>20</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>969</td><td>42</td><td>true</td><td>36:38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>511</td><td>38</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>46</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>15</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>WholeStageCodegen (6)</td><td>WholeStageCodegen (6)</td><td>3.84</td><td>418053</td><td>43</td><td>true</td><td>36</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:Filter:ColumnarToRow</td><td>44:45:46:47:48:49:50:51:52:53</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>7</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1401</td><td>55</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Execute InsertIntoHadoopFsRelationCommand parquet</td><td>null</td><td>3.0</td><td>0</td><td>0</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>21</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>20</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>17</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>57</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>14</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>47</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>3</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>22</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>WholeStageCodegen (8)</td><td>WholeStageCodegen (8)</td><td>4.5</td><td>172</td><td>6</td><td>true</td><td>40</td><td>HashAggregate</td><td>7</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>8</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>TakeOrderedAndProject</td><td>null</td><td>3.0</td><td>0</td><td>2</td><td>true</td><td>40:41</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>36</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>44</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>508</td><td>60</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>WholeStageCodegen (7)</td><td>WholeStageCodegen (7)</td><td>4.5</td><td>42</td><td>40</td><td>true</td><td>38</td><td>HashAggregate</td><td>41</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>4</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>13</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>3.84</td><td>1443692</td><td>9</td><td>true</td><td>35</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:Filter:ColumnarToRow</td><td>10:11:12:13:14:15:16:17:18:19</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>23</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>45</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.9</td><td>519</td><td>22</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>23:24:25</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>11</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>24</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>AdaptiveSparkPlan</td><td>null</td><td>1.0</td><td>0</td><td>1</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>31</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>14</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.9</td><td>515</td><td>34</td><td>true</td><td>33</td><td>Project:Filter:ColumnarToRow</td><td>35:36:37</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>41</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>4</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>29</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>WholeStageCodegen (9)</td><td>WholeStageCodegen (9)</td><td>3.0</td><td>96</td><td>3</td><td>true</td><td>40</td><td>Project</td><td>4</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>7</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>12</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>58</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>15</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>16</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>1</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>50</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>19</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>5</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>48</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastNestedLoopJoin</td><td>null</td><td>3.0</td><td>0</td><td>5</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1331</td><td>33</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>2539</td><td>8</td><td>true</td><td>35:40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>12</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>19</td><td>false</td><td>35</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>298</td><td>32</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1490</td><td>21</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>11</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>0</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1175</td><td>27</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>37</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>51</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>53</td><td>false</td><td>36</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>512</td><td>26</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>59</td><td>false</td><td>34</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>2.9</td><td>532</td><td>56</td><td>true</td><td>34</td><td>Project:Filter:ColumnarToRow</td><td>57:58:59</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>18</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>10</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>30</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>2</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>187093</td><td>54</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>315</td><td>39</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>6</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>2.9</td><td>317</td><td>28</td><td>true</td><td>32</td><td>Project:Filter:ColumnarToRow</td><td>29:30:31</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>18</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>25</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209235114-0097</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>10</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1704</td><td>49</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>9</td><td>4</td><td>true</td><td>39:40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (10)</td><td>WholeStageCodegen (10)</td><td>2.9</td><td>635</td><td>70</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>71:72:73</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (13)</td><td>WholeStageCodegen (13)</td><td>2.8</td><td>4513</td><td>81</td><td>true</td><td>32</td><td>Filter:ColumnarToRow</td><td>82:83</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>11</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>9</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1704</td><td>69</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>23</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (8)</td><td>WholeStageCodegen (8)</td><td>8.0</td><td>35213</td><td>55</td><td>true</td><td>39</td><td>Sort</td><td>56</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (7)</td><td>WholeStageCodegen (7)</td><td>2.8</td><td>884757</td><td>58</td><td>true</td><td>37</td><td>Filter:ColumnarToRow</td><td>59:60</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>18</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>6119</td><td>42</td><td>true</td><td>36:38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>13</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (12)</td><td>WholeStageCodegen (12)</td><td>2.8</td><td>817</td><td>76</td><td>true</td><td>33</td><td>Filter:ColumnarToRow</td><td>77:78</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>52</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (15)</td><td>WholeStageCodegen (15)</td><td>4.5</td><td>33476</td><td>2</td><td>true</td><td>40</td><td>HashAggregate</td><td>3</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.8</td><td>145646</td><td>43</td><td>true</td><td>36</td><td>Filter:ColumnarToRow</td><td>44:45</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>3</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>77</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>20</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>36</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>26</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>22</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>53</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>15</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>20</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>59127</td><td>46</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>18</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>29</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>73</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230506-0031</td><td>12</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>83</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230506-0031</td><td>9</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (6)</td><td>WholeStageCodegen (6)</td><td>8.0</td><td>1675058</td><td>19</td><td>true</td><td>39</td><td>Sort</td><td>20</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>16</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>6</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>17</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>8</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>21</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Execute InsertIntoHadoopFsRelationCommand parquet</td><td>null</td><td>3.0</td><td>0</td><td>0</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>51</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>8</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>10</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>15</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>37</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>610</td><td>74</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>16</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>4268</td><td>84</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>10</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>19</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>610</td><td>54</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>559865</td><td>61</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>7697</td><td>27</td><td>true</td><td>35:38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>11</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>56</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>2</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>14</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>1</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (9)</td><td>WholeStageCodegen (9)</td><td>2.9</td><td>637</td><td>64</td><td>true</td><td>34</td><td>Project:Filter:ColumnarToRow</td><td>65:66:67</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>38</td><td>false</td><td>34</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>30</td><td>false</td><td>35</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>4960</td><td>57</td><td>true</td><td>37:39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>24</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>2462</td><td>80</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>59</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>8.0</td><td>968634</td><td>40</td><td>true</td><td>38</td><td>Sort</td><td>41</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>12</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>0</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>44</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>7</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>6</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>4</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>17</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>67</td><td>false</td><td>34</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>618</td><td>68</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>12.85</td><td>1581047</td><td>22</td><td>true</td><td>38</td><td>Project:SortMergeJoin</td><td>23:24</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>28231</td><td>31</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>72</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>45</td><td>false</td><td>36</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230506-0031</td><td>3</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>71</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>7</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (14)</td><td>WholeStageCodegen (14)</td><td>5.44</td><td>1222545</td><td>5</td><td>true</td><td>39</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:SortMergeJoin</td><td>6:7:8:9:10:11:12:13:14:15:16:17:18</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (10)</td><td>WholeStageCodegen (10)</td><td>2.9</td><td>635</td><td>50</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>51:52:53</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>618</td><td>39</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>82</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1696</td><td>75</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>807</td><td>79</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1710</td><td>47</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>13</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1661</td><td>34</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>8.0</td><td>1044148</td><td>25</td><td>true</td><td>38</td><td>Sort</td><td>26</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1661</td><td>63</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>23</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (9)</td><td>WholeStageCodegen (9)</td><td>2.9</td><td>637</td><td>35</td><td>true</td><td>34</td><td>Project:Filter:ColumnarToRow</td><td>36:37:38</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1710</td><td>62</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>65</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>TakeOrderedAndProject</td><td>null</td><td>3.0</td><td>0</td><td>1</td><td>true</td><td>40:41</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>66</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>60</td><td>false</td><td>37</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>33</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>9973</td><td>21</td><td>true</td><td>38:39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>78</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1680</td><td>32</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.8</td><td>61763</td><td>28</td><td>true</td><td>35</td><td>Filter:ColumnarToRow</td><td>29:30</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>14</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>41</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>5</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230506-0031</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>48</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Window</td><td>null</td><td>3.0</td><td>0</td><td>5</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Execute InsertIntoHadoopFsRelationCommand parquet</td><td>null</td><td>3.0</td><td>0</td><td>0</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>10</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>5</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>22</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>7</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>2</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>297</td><td>42</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>496</td><td>47</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>14</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>1</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>3</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>4.5</td><td>170171</td><td>9</td><td>true</td><td>35</td><td>HashAggregate</td><td>10</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>26</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>7</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>35</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209232634-0070</td><td>20</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>39</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>33</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>16</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>46</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>3.95</td><td>1233966</td><td>12</td><td>true</td><td>34</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Filter:ColumnarToRow</td><td>13:14:15:16:17:18:19:26:27</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>84261</td><td>11</td><td>true</td><td>34:35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>8</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.9</td><td>3044</td><td>21</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>22:23:24</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1460</td><td>43</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1121</td><td>29</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.8</td><td>502</td><td>44</td><td>true</td><td>32</td><td>Filter:ColumnarToRow</td><td>45:46</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>WholeStageCodegen (6)</td><td>WholeStageCodegen (6)</td><td>8.0</td><td>134574</td><td>6</td><td>true</td><td>36</td><td>Sort</td><td>7</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>10</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1110</td><td>31</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>17</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>12</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>15</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>19</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>41</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>TakeOrderedAndProject</td><td>null</td><td>3.0</td><td>0</td><td>1</td><td>true</td><td>36:37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>40</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>4</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>32</td><td>8</td><td>true</td><td>35:36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>3</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>21</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>9</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>2.9</td><td>316</td><td>38</td><td>true</td><td>33</td><td>Project:Filter:ColumnarToRow</td><td>39:40:41</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>30</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>15</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>19</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>2.9</td><td>316</td><td>32</td><td>true</td><td>33</td><td>Project:Filter:ColumnarToRow</td><td>33:34:35</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>23</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>22</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>27</td><td>false</td><td>34</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>297</td><td>36</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>45</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>16</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>17</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1726</td><td>20</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>18</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>13</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>24</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>14</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>6</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>18</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Filter</td><td>null</td><td>1.0</td><td>0</td><td>4</td><td>false</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>651253</td><td>28</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>11</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>0</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>13</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>WholeStageCodegen (7)</td><td>WholeStageCodegen (7)</td><td>2.0</td><td>5621</td><td>2</td><td>true</td><td>36</td><td>Project:Filter</td><td>3:4</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1110</td><td>37</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>2913</td><td>25</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>34</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209232634-0070</td><td>23</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>2</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.8</td><td>465</td><td>37</td><td>true</td><td>33</td><td>Filter:ColumnarToRow</td><td>38:39</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1608</td><td>17</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>13</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>17</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>4241</td><td>4</td><td>true</td><td>34:35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>39</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209225845-0026</td><td>14</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>687</td><td>24</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>11</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>13</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>22</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>70247</td><td>16</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>8</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>8</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>10</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>3.84</td><td>443046</td><td>5</td><td>true</td><td>34</td><td>HashAggregate:Expand:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Filter:ColumnarToRow</td><td>6:7:8:9:10:11:12:13:14:15</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>10</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>6</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>28</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>6</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>12</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>3</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>16</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>38</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>21</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>2.8</td><td>2544</td><td>32</td><td>true</td><td>32</td><td>Filter:ColumnarToRow</td><td>33:34</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>14</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>7</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>5</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>9</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>9</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>23</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>29</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209225845-0026</td><td>19</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>687</td><td>30</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>2329</td><td>35</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>18</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>18</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Expand</td><td>null</td><td>3.0</td><td>0</td><td>7</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1587</td><td>19</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>20</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1326</td><td>36</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>22</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>27</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>23</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>33</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1587</td><td>25</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>TakeOrderedAndProject</td><td>null</td><td>3.0</td><td>0</td><td>1</td><td>true</td><td>35:36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>3</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>21</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>34</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209225845-0026</td><td>1</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>11</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>4.5</td><td>472310</td><td>2</td><td>true</td><td>35</td><td>HashAggregate</td><td>3</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1905</td><td>31</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>15</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>12</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>0</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.9</td><td>707</td><td>26</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>27:28:29</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>15</td><td>false</td><td>34</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.9</td><td>707</td><td>20</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>21:22:23</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>462</td><td>40</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>24</td><td>Execute InsertIntoHadoopFsRelationCommand parquet</td><td>null</td><td>3.0</td><td>0</td><td>0</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209225845-0026</td><td>4</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>1</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>14</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>13</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>5.17</td><td>215</td><td>2</td><td>true</td><td>36</td><td>Project:Sort:HashAggregate</td><td>3:4:5</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>19</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>10</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>10</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>9</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>0</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>3</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>11</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>6</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>9</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>7</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>12</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>35</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1307</td><td>19</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>23</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209235526-0103</td><td>4</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>17</td><td>false</td><td>34</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209235526-0103</td><td>22</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>12</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>1051436</td><td>18</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>15</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>27</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>8</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1470</td><td>31</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>16</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>605</td><td>36</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>16</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1146</td><td>25</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>2</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>283</td><td>30</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>21</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>21</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Execute InsertIntoHadoopFsRelationCommand parquet</td><td>null</td><td>3.0</td><td>0</td><td>0</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>29</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209235526-0103</td><td>18</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>15</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>34</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>28</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>11</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>23</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>AdaptiveSparkPlan</td><td>null</td><td>1.0</td><td>0</td><td>1</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>4</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>17</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>20</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>14</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>492</td><td>24</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.9</td><td>498</td><td>20</td><td>true</td><td>33</td><td>Project:Filter:ColumnarToRow</td><td>21:22:23</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>3.84</td><td>1577328</td><td>7</td><td>true</td><td>34</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:Filter:ColumnarToRow</td><td>8:9:10:11:12:13:14:15:16:17</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>13</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>33</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>2.9</td><td>303</td><td>26</td><td>true</td><td>32</td><td>Project:Filter:ColumnarToRow</td><td>27:28:29</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>5</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>22</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>5</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.9</td><td>610</td><td>32</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>33:34:35</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>8</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>2298</td><td>6</td><td>true</td><td>34:36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209235526-0103</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>3</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>16</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>9</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Execute InsertIntoHadoopFsRelationCommand parquet</td><td>null</td><td>3.0</td><td>0</td><td>0</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>511</td><td>24</td><td>true</td><td>34:36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>14</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>298</td><td>36</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>33</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>8.0</td><td>13538935</td><td>22</td><td>true</td><td>36</td><td>Sort</td><td>23</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>0</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>19</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>WholeStageCodegen (7)</td><td>WholeStageCodegen (7)</td><td>2.9</td><td>316</td><td>48</td><td>true</td><td>32</td><td>Project:Filter:ColumnarToRow</td><td>49:50:51</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>4</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>44</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>285</td><td>46</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>45</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1208</td><td>31</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>3</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>14</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>13</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>17</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>15</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>34</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>40</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>146476</td><td>17</td><td>true</td><td>35:36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>27</td><td>false</td><td>34</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>298</td><td>52</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1234</td><td>29</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>1</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>12</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>WholeStageCodegen (8)</td><td>WholeStageCodegen (8)</td><td>6.06</td><td>7555734</td><td>5</td><td>true</td><td>36</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Project:SortMergeJoin</td><td>6:7:8:9:10:11:12:13:14</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>21</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>9</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>26</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>13</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.8</td><td>76352</td><td>25</td><td>true</td><td>34</td><td>Filter:ColumnarToRow</td><td>26:27</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>7</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>TakeOrderedAndProject</td><td>null</td><td>3.0</td><td>0</td><td>1</td><td>true</td><td>37:38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>39</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>11</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>35</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>289</td><td>41</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>1492</td><td>4</td><td>true</td><td>36:37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>18</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>3</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>5</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>WholeStageCodegen (6)</td><td>WholeStageCodegen (6)</td><td>2.8</td><td>313</td><td>43</td><td>true</td><td>31</td><td>Filter:ColumnarToRow</td><td>44:45</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>8.0</td><td>21803</td><td>15</td><td>true</td><td>36</td><td>Sort</td><td>16</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>11</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>2.8</td><td>302</td><td>38</td><td>true</td><td>33</td><td>Filter:ColumnarToRow</td><td>39:40</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>20</td><td>false</td><td>35</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>16</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>10</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>23</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>47653</td><td>28</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1208</td><td>47</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>6</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1214</td><td>37</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>1472681</td><td>21</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>23</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>30</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>12</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>WholeStageCodegen (7)</td><td>WholeStageCodegen (7)</td><td>2.9</td><td>316</td><td>32</td><td>true</td><td>32</td><td>Project:Filter:ColumnarToRow</td><td>33:34:35</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>6</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>10</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>51</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>8</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>49</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>22</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>2</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1258</td><td>42</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>7</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>WholeStageCodegen (9)</td><td>WholeStageCodegen (9)</td><td>4.5</td><td>84122</td><td>2</td><td>true</td><td>37</td><td>HashAggregate</td><td>3</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>8</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>19</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>50</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>20</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231919-0057</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.8</td><td>4414001</td><td>18</td><td>true</td><td>35</td><td>Filter:ColumnarToRow</td><td>19:20</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>9</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>14</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>4.5</td><td>80450</td><td>2</td><td>true</td><td>34</td><td>HashAggregate</td><td>3</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>10</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1432</td><td>11</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1442</td><td>20</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>18</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1461</td><td>21</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>23</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>7</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>23</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>17</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>14</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>24</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>6</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>2</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>25</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209231533-0050</td><td>6</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>546</td><td>16</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>10</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>720290</td><td>19</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>2.9</td><td>661</td><td>22</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>23:24:25</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>17</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>3</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>TakeOrderedAndProject</td><td>null</td><td>3.0</td><td>0</td><td>1</td><td>true</td><td>34:35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>19</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>18</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>8</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>13</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>12</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>13</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>21</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>15</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209231533-0050</td><td>8</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>652</td><td>26</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>3.92</td><td>1409729</td><td>5</td><td>true</td><td>33</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Filter:ColumnarToRow</td><td>6:7:8:9:10:17:18</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>9</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>4</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>16</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>22</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>15</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>20</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>1</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>0</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>5</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.9</td><td>566</td><td>12</td><td>true</td><td>32</td><td>Project:Filter:ColumnarToRow</td><td>13:14:15</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>3</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Execute InsertIntoHadoopFsRelationCommand parquet</td><td>null</td><td>3.0</td><td>0</td><td>0</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>7</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>11542</td><td>4</td><td>true</td><td>33:34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209231533-0050</td><td>11</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>3</td><td>WholeStageCodegen</td><td>WholeStageCodegen</td><td>3.75</td><td>0</td><td>3</td><td>true</td><td>6</td><td>HashAggregate:Project</td><td>4:5</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>0</td><td>CollectLimit</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>3</td><td>WholeStageCodegen</td><td>WholeStageCodegen</td><td>4.5</td><td>0</td><td>0</td><td>true</td><td>7</td><td>HashAggregate</td><td>1</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>1</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>1</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>0</td><td>WholeStageCodegen</td><td>WholeStageCodegen</td><td>3.0</td><td>0</td><td>1</td><td>true</td><td>null</td><td>Project</td><td>2</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>1</td><td>WholeStageCodegen</td><td>WholeStageCodegen</td><td>3.0</td><td>0</td><td>0</td><td>true</td><td>1</td><td>Project</td><td>1</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>3</td><td>Exchange</td><td>null</td><td>4.2</td><td>0</td><td>6</td><td>true</td><td>5</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>2</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>1</td><td>true</td><td>4</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>2</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>6</td><td>true</td><td>3</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>2</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>4</td><td>true</td><td>3</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>1</td><td>Scan hive ecomm_ops_tables.s0s0jzb_browse_shelf_cat_map</td><td>null</td><td>1.0</td><td>0</td><td>2</td><td>false</td><td>1</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>2</td><td>Scan hive ecomm_ops_tables.zzz_dart_browse_ads_prod_mod</td><td>null</td><td>1.0</td><td>0</td><td>8</td><td>false</td><td>2</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>0</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>2</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>3</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>4</td><td>true</td><td>6</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>3</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>1</td><td>true</td><td>7</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>3</td><td>Scan hive ecomm_ops_tables.zzz_dart_browse_ads_prod_mod</td><td>null</td><td>1.0</td><td>0</td><td>7</td><td>false</td><td>5</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>2</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>5</td><td>true</td><td>3</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>0</td><td>Scan hive ecomm_ops_tables.zzz_dart_browse_ads_prod_mod</td><td>null</td><td>1.0</td><td>0</td><td>3</td><td>false</td><td>0</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>2</td><td>WholeStageCodegen</td><td>WholeStageCodegen</td><td>4.5</td><td>0</td><td>0</td><td>true</td><td>4</td><td>HashAggregate</td><td>1</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>3</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>5</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>2</td><td>Exchange</td><td>null</td><td>4.2</td><td>0</td><td>2</td><td>true</td><td>3</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>2</td><td>WholeStageCodegen</td><td>WholeStageCodegen</td><td>4.5</td><td>0</td><td>3</td><td>true</td><td>3</td><td>HashAggregate:HashAggregate:HashAggregate</td><td>4:5:6</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>2</td><td>Exchange</td><td>null</td><td>4.2</td><td>0</td><td>7</td><td>true</td><td>2</td><td>null</td><td>null</td><td>false</td></tr><tr><td>application_1665146417445_0002</td><td>3</td><td>Exchange</td><td>null</td><td>4.2</td><td>0</td><td>2</td><td>true</td><td>6</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>36304</td><td>36</td><td>true</td><td>49:50</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>1648</td><td>96</td><td>true</td><td>37:38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (35)</td><td>WholeStageCodegen (35)</td><td>8.0</td><td>9740356</td><td>227</td><td>true</td><td>52</td><td>Sort</td><td>228</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>155</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>4</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>204</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>143</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>72</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (6)</td><td>WholeStageCodegen (6)</td><td>3.43</td><td>332556</td><td>37</td><td>true</td><td>49</td><td>Project:Filter:HashAggregate</td><td>38:39:40</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (32)</td><td>WholeStageCodegen (32)</td><td>3.0</td><td>334418</td><td>172</td><td>true</td><td>44</td><td>Project</td><td>173</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1605</td><td>51</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>43</td><td>true</td><td>47</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>30</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>7</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>17</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>108</td><td>202</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>15</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>3</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>8779</td><td>181</td><td>true</td><td>41</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>62</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>224</td><td>false</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>8.0</td><td>570738</td><td>19</td><td>true</td><td>50</td><td>Sort</td><td>20</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>225</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>223</td><td>false</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>309</td><td>177</td><td>true</td><td>41:44</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>TakeOrderedAndProject</td><td>null</td><td>3.0</td><td>0</td><td>1</td><td>true</td><td>53:54</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (15)</td><td>WholeStageCodegen (15)</td><td>2.8</td><td>21724</td><td>137</td><td>true</td><td>45</td><td>Filter:ColumnarToRow</td><td>138:139</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>12</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (23)</td><td>WholeStageCodegen (23)</td><td>6.96</td><td>29347</td><td>6</td><td>true</td><td>51</td><td>HashAggregate:Project:BroadcastHashJoin:Project:SortMergeJoin</td><td>7:8:9:10:11</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>2.8</td><td>2258</td><td>215</td><td>true</td><td>32</td><td>Filter:ColumnarToRow</td><td>216:217</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>241</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>228</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>236</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>189</td><td>true</td><td>42</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>287</td><td>33</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>157</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>193</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>46</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.8</td><td>15333</td><td>22</td><td>true</td><td>48</td><td>Filter:ColumnarToRow</td><td>23:24</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>6</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>12</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (42)</td><td>WholeStageCodegen (42)</td><td>8.0</td><td>7107509</td><td>242</td><td>true</td><td>52</td><td>Sort</td><td>243</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>233</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>49</td><td>false</td><td>47</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>8.0</td><td>7271900</td><td>120</td><td>true</td><td>37</td><td>Sort</td><td>121</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>48</td><td>true</td><td>47</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>8368</td><td>15</td><td>true</td><td>50:51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1206</td><td>127</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (26)</td><td>WholeStageCodegen (26)</td><td>8.0</td><td>616179</td><td>175</td><td>true</td><td>44</td><td>Sort</td><td>176</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>163</td><td>false</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>239</td><td>false</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>235</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (21)</td><td>WholeStageCodegen (21)</td><td>5.67</td><td>1192790</td><td>141</td><td>true</td><td>51</td><td>Sort:Project:Filter:HashAggregate:HashAggregate:Project:SortMergeJoin</td><td>142:143:144:145:146:147:148</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>226</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>104</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>118</td><td>false</td><td>34</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.9</td><td>548</td><td>60</td><td>true</td><td>33</td><td>Project:Filter:ColumnarToRow</td><td>61:62:63</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>165</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>67</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1152</td><td>28</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>146</td><td>false</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>20</td><td>true</td><td>50</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.9</td><td>48</td><td>203</td><td>true</td><td>39</td><td>Project:Filter:ColumnarToRow</td><td>204:205:206</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>106</td><td>5</td><td>true</td><td>51:53</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>6954</td><td>171</td><td>true</td><td>44:52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>2038</td><td>69</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1925</td><td>214</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>173</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (47)</td><td>WholeStageCodegen (47)</td><td>6.96</td><td>58082</td><td>162</td><td>true</td><td>52</td><td>HashAggregate:Project:BroadcastHashJoin:Project:SortMergeJoin</td><td>163:164:165:166:167</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (13)</td><td>WholeStageCodegen (13)</td><td>8.0</td><td>7684689</td><td>86</td><td>true</td><td>51</td><td>Sort</td><td>87</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>176</td><td>true</td><td>44</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>11</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>190</td><td>true</td><td>42</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>152</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1596</td><td>53</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>55</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>3.92</td><td>4787686</td><td>192</td><td>true</td><td>40</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Filter:ColumnarToRow</td><td>193:194:195:196:197:198:199</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>2.9</td><td>341</td><td>115</td><td>true</td><td>34</td><td>Project:Filter:ColumnarToRow</td><td>116:117:118</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>221</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (38)</td><td>WholeStageCodegen (38)</td><td>5.67</td><td>15748975</td><td>219</td><td>true</td><td>52</td><td>Sort:Project:Filter:HashAggregate:HashAggregate:Project:SortMergeJoin</td><td>220:221:222:223:224:225:226</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>2</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>9</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>167</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (10)</td><td>WholeStageCodegen (10)</td><td>2.9</td><td>1629090</td><td>81</td><td>true</td><td>46</td><td>Project:Filter:ColumnarToRow</td><td>82:83:84</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>31</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>133</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>8</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>2038</td><td>218</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (8)</td><td>WholeStageCodegen (8)</td><td>3.0</td><td>317013</td><td>16</td><td>true</td><td>50</td><td>Project</td><td>17</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>10</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>102</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Union</td><td>null</td><td>3.0</td><td>0</td><td>2</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (45)</td><td>WholeStageCodegen (45)</td><td>5.67</td><td>579620</td><td>234</td><td>true</td><td>52</td><td>Sort:Project:Filter:HashAggregate:HashAggregate:Project:SortMergeJoin</td><td>235:236:237:238:239:240:241</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>95</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>230</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>57306</td><td>107</td><td>true</td><td>35:37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>1</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1152</td><td>153</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>75</td><td>false</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>525</td><td>64</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>231</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>142</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>212</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1596</td><td>208</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>210</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>91</td><td>false</td><td>43</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (4)</td><td>WholeStageCodegen (4)</td><td>2.8</td><td>2258</td><td>66</td><td>true</td><td>32</td><td>Filter:ColumnarToRow</td><td>67:68</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>179</td><td>true</td><td>41</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>79</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>1128383</td><td>111</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>1.0</td><td>0</td><td>73</td><td>false</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>2.9</td><td>341</td><td>128</td><td>true</td><td>34</td><td>Project:Filter:ColumnarToRow</td><td>129:130:131</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>245</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>24</td><td>false</td><td>48</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>195</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>18</td><td>true</td><td>50</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>4</td><td>false</td><td>53</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>196</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1212</td><td>112</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>1.0</td><td>0</td><td>144</td><td>false</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>23</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>374</td><td>136</td><td>true</td><td>45:52:51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>17</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>98</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>216</td><td>true</td><td>32</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Execute InsertIntoHadoopFsRelationCommand parquet</td><td>null</td><td>3.0</td><td>0</td><td>0</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>74225</td><td>80</td><td>true</td><td>46:52:51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1596</td><td>59</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (7)</td><td>WholeStageCodegen (7)</td><td>8.0</td><td>265322</td><td>34</td><td>true</td><td>50</td><td>Sort</td><td>35</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>64</td><td>161</td><td>true</td><td>52:53</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>84</td><td>false</td><td>46</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>166</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>138</td><td>true</td><td>45</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>76</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>148</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>36854</td><td>186</td><td>true</td><td>42:44</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (1)</td><td>WholeStageCodegen (1)</td><td>2.8</td><td>3141204</td><td>108</td><td>true</td><td>35</td><td>Filter:ColumnarToRow</td><td>109:110</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>13</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>168</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (11)</td><td>WholeStageCodegen (11)</td><td>8.0</td><td>7736910</td><td>78</td><td>true</td><td>51</td><td>Sort</td><td>79</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>27</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1183</td><td>26</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>125</td><td>false</td><td>36</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>20580</td><td>126</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>525</td><td>213</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (48)</td><td>WholeStageCodegen (48)</td><td>1.0</td><td>3979</td><td>159</td><td>false</td><td>53</td><td>HashAggregate</td><td>160</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>106</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>205</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>8</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>7</td><td>false</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (14)</td><td>WholeStageCodegen (14)</td><td>5.67</td><td>13085436</td><td>70</td><td>true</td><td>51</td><td>Sort:Project:Filter:HashAggregate:HashAggregate:Project:SortMergeJoin</td><td>71:72:73:74:75:76:77</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>145</td><td>false</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>129</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>110</td><td>false</td><td>35</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (33)</td><td>WholeStageCodegen (33)</td><td>8.0</td><td>1156186</td><td>169</td><td>true</td><td>52</td><td>Sort</td><td>170</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>34850</td><td>41</td><td>true</td><td>47:49</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>32</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>124</td><td>true</td><td>36</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>10</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>238</td><td>false</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>101</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>71</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1925</td><td>65</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>23</td><td>true</td><td>48</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>18</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>1183</td><td>182</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>170</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>45</td><td>true</td><td>47</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>180</td><td>false</td><td>41</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>40</td><td>true</td><td>49</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>73193</td><td>50</td><td>true</td><td>47</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (40)</td><td>WholeStageCodegen (40)</td><td>8.0</td><td>0</td><td>232</td><td>true</td><td>52</td><td>Sort</td><td>233</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>16</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>198</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>7362</td><td>25</td><td>true</td><td>48</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>240</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>211</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>121</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (18)</td><td>WholeStageCodegen (18)</td><td>8.0</td><td>5641193</td><td>149</td><td>true</td><td>51</td><td>Sort</td><td>150</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>117</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (22)</td><td>WholeStageCodegen (22)</td><td>2.9</td><td>305</td><td>154</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>155:156:157</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>11173</td><td>140</td><td>true</td><td>45</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1206</td><td>114</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>68</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>156</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>525</td><td>58</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>220</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>21</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>174</td><td>true</td><td>44</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>361088</td><td>85</td><td>true</td><td>46</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>14</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (9)</td><td>WholeStageCodegen (9)</td><td>8.0</td><td>319031</td><td>13</td><td>true</td><td>51</td><td>Sort</td><td>14</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>35</td><td>true</td><td>50</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>87</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>99</td><td>false</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>9723</td><td>92</td><td>true</td><td>43</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (6)</td><td>WholeStageCodegen (6)</td><td>5.76</td><td>7077480</td><td>97</td><td>true</td><td>37</td><td>HashAggregate:HashAggregate:HashAggregate:Project:BroadcastHashJoin:Project:SortMergeJoin</td><td>98:99:100:101:102:103:104</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (22)</td><td>WholeStageCodegen (22)</td><td>2.9</td><td>305</td><td>29</td><td>true</td><td>31</td><td>Project:Filter:ColumnarToRow</td><td>30:31:32</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>47</td><td>true</td><td>47</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>188</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (12)</td><td>WholeStageCodegen (12)</td><td>2.8</td><td>14372</td><td>89</td><td>true</td><td>43</td><td>Filter:ColumnarToRow</td><td>90:91</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SubqueryBroadcast</td><td>null</td><td>3.0</td><td>108</td><td>201</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>82</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>217</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>1.0</td><td>0</td><td>222</td><td>false</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>130</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>11</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>116</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>52</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>39</td><td>true</td><td>49</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>5</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>194</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.8</td><td>27817</td><td>123</td><td>true</td><td>36</td><td>Filter:ColumnarToRow</td><td>124:125</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>83</td><td>true</td><td>46</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>164</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>8.0</td><td>7610479</td><td>105</td><td>true</td><td>37</td><td>Sort</td><td>106</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>24920</td><td>191</td><td>true</td><td>40:42</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>109</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>103</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>20</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>1.0</td><td>0</td><td>237</td><td>false</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>57</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>139</td><td>false</td><td>45</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>131</td><td>false</td><td>34</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>63</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (25)</td><td>WholeStageCodegen (25)</td><td>2.8</td><td>15032</td><td>178</td><td>true</td><td>41</td><td>Filter:ColumnarToRow</td><td>179:180</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>206</td><td>false</td><td>39</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>77</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>124</td><td>122</td><td>true</td><td>36:37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (37)</td><td>WholeStageCodegen (37)</td><td>8.0</td><td>9684161</td><td>229</td><td>true</td><td>52</td><td>Sort</td><td>230</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>199</td><td>false</td><td>40</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>150</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>147</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (24)</td><td>WholeStageCodegen (24)</td><td>1.0</td><td>15386</td><td>3</td><td>false</td><td>53</td><td>HashAggregate</td><td>4</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.9</td><td>548</td><td>209</td><td>true</td><td>33</td><td>Project:Filter:ColumnarToRow</td><td>210:211:212</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>287</td><td>158</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>74</td><td>false</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>113</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Subquery</td><td>null</td><td>1.0</td><td>0</td><td>93</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>152</td><td>88</td><td>true</td><td>43:52:51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>135</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>38</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>160</td><td>false</td><td>53</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>324</td><td>132</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (20)</td><td>WholeStageCodegen (20)</td><td>8.0</td><td>5632344</td><td>151</td><td>true</td><td>51</td><td>Sort</td><td>152</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>104034</td><td>200</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (31)</td><td>WholeStageCodegen (31)</td><td>8.0</td><td>280275</td><td>183</td><td>true</td><td>44</td><td>Sort</td><td>184</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>819</td><td>21</td><td>true</td><td>48:50</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (3)</td><td>WholeStageCodegen (3)</td><td>2.9</td><td>548</td><td>54</td><td>true</td><td>33</td><td>Project:Filter:ColumnarToRow</td><td>55:56:57</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (7)</td><td>WholeStageCodegen (7)</td><td>4.5</td><td>9</td><td>94</td><td>true</td><td>38</td><td>HashAggregate</td><td>95</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>0</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>90</td><td>true</td><td>43</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>31</td><td>207</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>185</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>3.92</td><td>4849898</td><td>42</td><td>true</td><td>47</td><td>HashAggregate:Project:BroadcastHashJoin:Project:BroadcastHashJoin:Filter:ColumnarToRow</td><td>43:44:45:46:47:48:49</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>243</td><td>true</td><td>52</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>HashAggregate</td><td>null</td><td>1.0</td><td>0</td><td>100</td><td>false</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>197</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (6)</td><td>WholeStageCodegen (6)</td><td>3.43</td><td>329696</td><td>187</td><td>true</td><td>42</td><td>Project:Filter:HashAggregate</td><td>188:189:190</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>184</td><td>true</td><td>44</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>324</td><td>119</td><td>true</td><td>34</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>22</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>56</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>14</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>9</td><td>true</td><td>51</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>61</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (16)</td><td>WholeStageCodegen (16)</td><td>8.0</td><td>0</td><td>134</td><td>true</td><td>51</td><td>Sort</td><td>135</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>19</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>44</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230053-0028</td><td>24</td><td>WholeStageCodegen (44)</td><td>WholeStageCodegen (44)</td><td>8.0</td><td>7091464</td><td>244</td><td>true</td><td>52</td><td>Sort</td><td>245</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>WholeStageCodegen (19)</td><td>WholeStageCodegen (19)</td><td>2.8</td><td>113485</td><td>82</td><td>true</td><td>40</td><td>Filter:ColumnarToRow</td><td>83:84</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>5</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>23</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>39</td><td>false</td><td>32</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>57</td><td>true</td><td>41</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>90</td><td>false</td><td>31</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>17</td><td>true</td><td>38</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>9398</td><td>53</td><td>true</td><td>33</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>8927</td><td>91</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>ReusedExchange</td><td>null</td><td>1.0</td><td>0</td><td>34</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>BroadcastHashJoin</td><td>null</td><td>5.09</td><td>0</td><td>4</td><td>true</td><td>42</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1494</td><td>35</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>14</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>55</td><td>true</td><td>41</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>71</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>WholeStageCodegen (11)</td><td>WholeStageCodegen (11)</td><td>8.0</td><td>625159</td><td>67</td><td>true</td><td>35</td><td>Sort</td><td>68</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Scan parquet </td><td>null</td><td>3.0</td><td>62819</td><td>85</td><td>true</td><td>40</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>11</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>WholeStageCodegen (6)</td><td>WholeStageCodegen (6)</td><td>10.07</td><td>1910905</td><td>20</td><td>true</td><td>37</td><td>HashAggregate:Project:SortMergeJoin</td><td>21:22:23</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Filter</td><td>null</td><td>1.0</td><td>0</td><td>56</td><td>false</td><td>41</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>SortMergeJoin</td><td>null</td><td>22.7</td><td>0</td><td>66</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>14</td><td>true</td><td>41</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>61</td><td>true</td><td>39</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>25</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Sort</td><td>null</td><td>8.0</td><td>0</td><td>8</td><td>true</td><td>42</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>3</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>WholeStageCodegen (14)</td><td>WholeStageCodegen (14)</td><td>10.07</td><td>541305</td><td>63</td><td>true</td><td>35</td><td>HashAggregate:Project:SortMergeJoin</td><td>64:65:66</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>22</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>ColumnarToRow</td><td>null</td><td>1.0</td><td>0</td><td>52</td><td>false</td><td>33</td><td>null</td><td>null</td><td>true</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>WholeStageCodegen (7)</td><td>WholeStageCodegen (7)</td><td>3.65</td><td>356825</td><td>16</td><td>true</td><td>38</td><td>Filter:HashAggregate</td><td>17:18</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Filter</td><td>null</td><td>2.8</td><td>0</td><td>89</td><td>true</td><td>31</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>15</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>5</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>16</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>WholeStageCodegen (2)</td><td>WholeStageCodegen (2)</td><td>3.63</td><td>404429</td><td>27</td><td>true</td><td>36</td><td>Project:BroadcastHashJoin:Filter:ColumnarToRow</td><td>28:29:30:31</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>BroadcastExchange</td><td>null</td><td>3.0</td><td>1494</td><td>41</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>65</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>21</td><td>true</td><td>37</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>2</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Project</td><td>null</td><td>3.0</td><td>0</td><td>37</td><td>true</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>4</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>7</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>WholeStageCodegen (18)</td><td>WholeStageCodegen (18)</td><td>8.0</td><td>438264</td><td>7</td><td>true</td><td>42</td><td>Sort</td><td>8</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>0</td><td>Execute CreateViewCommand</td><td>null</td><td>1.0</td><td>0</td><td>0</td><td>false</td><td>null</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>Exchange</td><td>null</td><td>4.2</td><td>91525</td><td>69</td><td>true</td><td>34:35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>HashAggregate</td><td>null</td><td>4.5</td><td>0</td><td>64</td><td>true</td><td>35</td><td>null</td><td>null</td><td>false</td></tr><tr><td>app-20220209230750-0036</td><td>24</td><td>WholeStageCodegen (5)</td><td>WholeStageCodegen (5)</td><td>8.0</td><td>1769290</td><td>47</td><td>true</td><td>37</td><td>Sort</td><td>48</td><td>false</td></tr></tbody></table>Showing the first 1000 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