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InfluxDB Performance: EFS vs. ECS Storage

This repository contains the infrastructure to perform a benchmark of InfluxDB deployed on ECS-Fargate using either

  • EFS or
  • ECS-Volume

storage.

The results are published on medium.com.

Setup

This will create a EFS resource, two ECS services in once ECS cluster and an EC2 instance. Additionally there will be security groups configured & a VPC created to place all resources inside.

Please review infra/variables.tf and verify the region & the sizing of the ECS container.

Note: A SSH public key must exist under ~/.ssh/id_rsa.pub

cd infra
terraform init
terraform apply

Execution

Use the Terraform output of ec2_ssh to connect to the EC2 instance to run the benchmark:

Installation

To install TSBS please follow the README.md:

go get github.com/timescale/tsbs
cd go/src/github.com/timescale/tsbs/cmd
go get ./...
go install ./...

Data Generation

Again, please follow the README.md:

export PATH=~/go/bin:$PATH

tsbs_generate_data --use-case="devops" --seed=42 --scale=400 --timestamp-end="2016-01-02T00:00:00Z" --timestamp-start="2016-01-01T00:00:00Z"  --log-interval="10s" --format="influx" | /tmp/influx-data.gz

Running the insert load:

For INFLUXDB_HOST please consult the Terraform output. It should be one of

  • ecscandidate-influxdb.ecs-efs-bench.local or
  • efscandidate-influxdb.ecs-efs-bench.local
export PATH=~/go/bin:$PATH
cd go/src/github.com/timescale/tsbs/ 

NUM_WORKERS=2 BATCH_SIZE=10000 BULK_DATA_DIR=/tmp DATABASE_HOST=$INFLUXDB_HOST  scripts/load_influx.sh