├── .dockerignore ├── .gitignore ├── .scalafmt.conf ├── Dockerfile ├── LICENSE ├── README.md ├── benchmarks ├── arm64 │ ├── README.md │ ├── charts │ │ ├── tpcds-benchmark │ │ │ ├── Chart.yaml │ │ │ ├── templates │ │ │ │ ├── _helpers.tpl │ │ │ │ └── sparkapplication.yaml │ │ │ └── values.yaml │ │ └── tpcds-data-generation │ │ │ ├── Chart.yaml │ │ │ ├── templates │ │ │ ├── _helpers.tpl │ │ │ └── sparkapplication.yaml │ │ │ └── values.yaml │ └── terraform │ │ └── alicloud │ │ ├── main.tf │ │ ├── provider.tf │ │ ├── terraform.tfvars │ │ ├── user_data.sh │ │ └── variables.tf ├── hadoop-aliyun │ ├── README.md │ ├── charts │ │ └── tpcds-benchmark │ │ │ ├── Chart.yaml │ │ │ ├── templates │ │ │ ├── _helpers.tpl │ │ │ └── sparkapplication.yaml │ │ │ └── values.yaml │ ├── result.csv │ └── terraform │ │ └── alicloud │ │ ├── main.tf │ │ ├── provider.tf │ │ ├── terraform.tfvars │ │ ├── user_data.sh │ │ └── variables.tf └── jindosdk │ ├── README.md │ ├── charts │ ├── tpcds-benchmark │ │ ├── Chart.yaml │ │ ├── templates │ │ │ ├── _helpers.tpl │ │ │ └── sparkapplication.yaml │ │ └── values.yaml │ └── tpcds-data-generation │ │ ├── Chart.yaml │ │ ├── templates │ │ ├── _helpers.tpl │ │ └── sparkapplication.yaml │ │ └── values.yaml │ ├── result.csv │ └── terraform │ └── alicloud │ ├── main.tf │ ├── provider.tf │ ├── terraform.tfvars │ ├── user_data.sh │ └── variables.tf ├── charts ├── tpcds-benchmark │ ├── Chart.yaml │ ├── templates │ │ ├── _helpers.tpl │ │ └── sparkapplication.yaml │ └── values.yaml └── tpcds-data-generation │ ├── Chart.yaml │ ├── templates │ ├── _helpers.tpl │ └── sparkapplication.yaml │ └── values.yaml ├── docs ├── benchmark │ ├── apache-spark-vs-emr-spark.md │ ├── hadoop-aliyun │ │ ├── cloud-disk-read-write-bps.png │ │ ├── cloud-disk-read-write-iops.png │ │ ├── cpu-usage.png │ │ ├── index.md │ │ ├── memory-usage.png │ │ ├── network-bandwidth.png │ │ ├── oss-bandwidth-usage.png │ │ └── system-load.png │ ├── setup.md │ ├── spark-on-ack-arm64 │ │ ├── cloud-disk-read-write-bps.png │ │ ├── cloud-disk-read-write-iops.png │ │ ├── cpu-usage.png │ │ ├── index.md │ │ ├── memory-usage.png │ │ ├── network-bandwidth.png │ │ ├── oss-bandwidth-usage.png │ │ ├── result.csv │ │ └── system-load.png │ ├── spark-on-ack │ │ ├── cloud-disk-read-write-bps.png │ │ ├── cloud-disk-read-write-iops.png │ │ ├── cpu-usage.png │ │ ├── index.md │ │ ├── memory-usage.png │ │ ├── network-bandwidth.png │ │ ├── oss-bandwidth-usage.png │ │ ├── result.csv │ │ └── system-load.png │ ├── spark-on-ecs-vs-on-ack │ │ └── index.md │ ├── spark-on-x86-vs-on-arm64 │ │ ├── cost_comparison.png │ │ ├── index.md │ │ └── performance_comparison.png │ ├── tpcds-benchmark.md │ └── tpcds-data-generation.md ├── bestpractice │ ├── emrspark-ess-jindofs.md │ ├── emrspark-ess.md │ ├── emrspark-jindofs.md │ ├── emrspark.md │ └── generate-data.md ├── img │ ├── alluxio-overview.jpg │ ├── alluxio_capacity.png │ ├── apache-spark-per-10t.jpg │ ├── apache-spark-total-10t.jpg │ ├── create_ack_cluster.jpeg │ ├── emr-spark-ess-jindofs-per-1t.jpg │ ├── emr-spark-ess-jindofs-total-1t.jpg │ ├── emr-spark-jindofs-per-1t.jpg │ ├── emr-spark-jindofs-total-1t.jpg │ ├── emr-spark-rss-per-10t.jpg │ ├── emr-spark-rss-total-10t.jpg │ ├── get_spark_history_svc.jpeg │ ├── get_sparkapplication_id.jpeg │ ├── install_spark_history.jpeg │ ├── install_spark_operator.jpeg │ ├── jindofs.png │ ├── localhost_spark_ui.jpeg │ ├── mount_disk.jpeg │ ├── port-forward_svc.jpg │ ├── spark_vs_alluxio.jpg │ ├── sparkapplication_svc.jpg │ └── tpcds_per_query.jpeg ├── performance │ ├── emr-spark.md │ ├── jindofs.md │ ├── oss.md │ ├── remote-shuffle-service.md │ ├── serverless-spark │ │ ├── index.md │ │ └── serverless-spark.jpeg │ └── spark-operator.md └── quickstart │ ├── benchmark_code.md │ ├── benchmark_env.md │ ├── benchmark_result.md │ ├── benchmark_steps.md │ └── debugging_guide.md ├── kubernetes ├── alluxio │ └── config.yaml ├── emr │ ├── jar │ │ └── spark-sql-perf-assembly-0.5.0-SNAPSHOT.jar │ ├── tpcds-benchmark-with-emrspark-ess-jindofs.yaml │ ├── tpcds-benchmark-with-emrspark-ess.yaml │ ├── tpcds-benchmark-with-emrspark-jindofs.yaml │ ├── tpcds-benchmark-with-emrspark.yaml │ └── tpcds-data-generation.yaml └── spark │ ├── tpcds-benchmark-with-alluxio.yaml │ ├── tpcds-benchmark.yaml │ └── tpcds-data-generation.yaml ├── lib └── spark-sql-perf_2.12-0.5.1-SNAPSHOT.jar ├── project ├── build.properties └── plugins.sbt ├── src └── main │ └── scala │ └── com │ └── aliyun │ └── ack │ └── spark │ └── tpcds │ ├── Benchmark.scala │ └── DataGeneration.scala └── terraform └── alicloud ├── datasources.tf ├── graph.svg ├── main.tf ├── modules ├── celeborn │ ├── main.tf │ ├── master_user_data.sh │ ├── variables.tf │ └── worker_user_data.sh ├── cs │ ├── main.tf │ ├── outputs.tf │ └── variables.tf ├── ecs │ ├── main.tf │ ├── outputs.tf │ └── variables.tf ├── fluid │ ├── main.tf │ └── variables.tf ├── oss │ ├── main.tf │ ├── outputs.tf │ └── 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