diff --git a/doc/source/test_plans/k8s_cinder_ceph/heat/main.yaml b/doc/source/test_plans/k8s_cinder_ceph/heat/main.yaml new file mode 100644 index 0000000..c495980 --- /dev/null +++ b/doc/source/test_plans/k8s_cinder_ceph/heat/main.yaml @@ -0,0 +1,56 @@ +heat_template_version: newton + +parameters: + image: + type: string + flavor: + type: string + key_name: + type: string + vm_count: + type: string + volume_size: + type: string + network_name: + type: string + test_iodepth: + type: number + default: 64 + test_runtime: + type: number + default: 600 + test_filesize: + type: string + default: 4G + test_mode: + type: string + default: size + test_rw: + type: string + default: randrw + + +resources: + server_resources: + type: OS::Heat::ResourceGroup + properties: + count: { get_param: vm_count } + resource_def: + type: vm-with-vol.yaml + properties: + image: { get_param: image } + flavor: { get_param: flavor } + key_name: { get_param: key_name } + network_name: { get_param: network_name } + volume_size: { get_param: volume_size } + test_iodepth: { get_param: test_iodepth } + test_filesize: { get_param: test_filesize } + test_runtime: { get_param: test_runtime } + test_mode: { get_param: test_mode } + test_rw: { get_param: test_rw } + index: + list_join: ['-', [ {get_param: test_mode},'vm', {get_param: test_rw}, '%index%' ]] + +outputs: + script_result: + value: { get_attr: [server_resources, result] } diff --git a/doc/source/test_plans/k8s_cinder_ceph/heat/vm-with-vol.yaml b/doc/source/test_plans/k8s_cinder_ceph/heat/vm-with-vol.yaml new file mode 100644 index 0000000..3a388f5 --- /dev/null +++ b/doc/source/test_plans/k8s_cinder_ceph/heat/vm-with-vol.yaml @@ -0,0 +1,74 @@ +heat_template_version: newton +parameters: + image: + type: string + flavor: + type: string + key_name: + type: string + volume_size: + type: string + network_name: + type: string + volume_image: + type: string + default: 40g-urandom + test_iodepth: + type: number + test_filesize: + type: string + index: + type: string + test_mode: + type: string + default: size + test_rw: + type: string + default: randrw + test_runtime: + type: number + default: 300 + +resources: + server: + type: OS::Nova::Server + properties: + name: { get_param: index } + image: { get_param: image } + flavor: { get_param: flavor } + key_name: { get_param: key_name } + networks: + - network: { get_param: network_name } + user_data_format: RAW + user_data: + str_replace: + template: | + #!/bin/bash + export IODEPTH=iodepth + export SIZE=filesize + export RWMODE=rwmode + export RUNMOD=runmode + export RUNTIME=runtime + scriptfile + params: + scriptfile: { get_file: vmScript.sh } + iodepth: { get_param: test_iodepth } + filesize: { get_param: test_filesize } + runmode: { get_param: test_mode } + rwmode: { get_param: test_rw } + runtime: { get_param: test_runtime } + volume: + type: OS::Cinder::Volume + properties: + size: { get_param: volume_size } + image: { get_param: volume_image } + + attachment: + type: OS::Cinder::VolumeAttachment + properties: + instance_uuid: { get_resource: server } + volume_id: { get_resource: volume } + +outputs: + result: + value: stub-attribute diff --git a/doc/source/test_plans/k8s_cinder_ceph/heat/vmScript.sh b/doc/source/test_plans/k8s_cinder_ceph/heat/vmScript.sh new file mode 100755 index 0000000..2a24dbd --- /dev/null +++ b/doc/source/test_plans/k8s_cinder_ceph/heat/vmScript.sh @@ -0,0 +1,172 @@ +#!/bin/bash +# Script for IO testing +WORKDIR="$(cd "$(dirname ${0})" && pwd)" +WORKSPACE="${WORKDIR}/workspace" +USER_NAME="${USER_NAME:-root}" +USER_PASS="${USER_PASS:-r00tme}" +REMOTE_HOST="${REMOTE_HOST:-172.20.9.15}" +STARTTIME="" +STOPTIME="" +function prepare() +{ + local ec=0 + mkdir -p ${WORKSPACE} + export DEBIAN_FRONTEND=noninteractive + apt update > /dev/null 2>&1 || ec=$? + apt install -y fio sshpass bc > /dev/null 2>&1 || ec=$? + return ${ec} +} + +function check_vol() +{ + local volpath + local retval + local maxretry + local counter + retval=1 + counter=0 + maxretry=60 + volpath=${TARGET} + while true + do + if [ -e ${volpath} ]; then + retval=0 + break + else + continue + fi + counter=$(( counter + 1 )) + sleep 2 + if [ "${counter}" -ge "${maxretry}" ]; then + break + fi + done + return ${retval} +} + +function u2m_sec() +{ + local input + local output + input=${1} + output=$(echo "scale=4;${input}/1000" | bc) + if echo ${output} | grep -q '^\..'; then + output="0${output}" + fi + echo "${output}" +} + +parse_terse() +{ + # msec = 1000 usec, 1s = 1000 msec + local input=$* + local jobname #3 + local read_iops #8 + local read_bw #7 #KB/s + local read_clat_min #14 #usec + local read_clat_max #15 #usec + local read_clat_mean #16 #usec + local read_clat_95 #29 #usec + local read_clat_99 #30 #usec + local read_total_lat_avg #40 #usec + local read_bw_avg #45 #KB/s + local write_iops #49 + local write_bw #48 #KB/s + local write_clat_min #55 #usec + local write_clat_max #56 #usec + local write_clat_mean #57 #usec + local read_clat_95 #70 #usec + local read_clat_99 #71 #usec + local write_total_lat_avg #81 #usec + local write_bw_avg #86 #KB/s + jobname="$(echo "${input}" | cut -d';' -f3)" + read_iops="$(echo "${input}" | cut -d';' -f8)" + read_bw="$(echo "${input}" | cut -d';' -f7)" + read_clat_min="$(u2m_sec "$(echo "${input}" | cut -d';' -f14)")" + read_clat_max="$(u2m_sec "$(echo "${input}" | cut -d';' -f15)")" + read_clat_mean="$(u2m_sec "$(echo "${input}" | cut -d';' -f16)")" + read_clat_95="$(u2m_sec "$(echo "${input}" | cut -d';' -f29 | cut -d'=' -f2)")" + read_clat_99="$(u2m_sec "$(echo "${input}" | cut -d';' -f30 | cut -d'=' -f2)")" + read_total_lat_avg="$(u2m_sec "$(echo "${input}" | cut -d';' -f40)")" + read_bw_avg="$(echo "${input}" | cut -d';' -f45)" + write_iops="$(echo "${input}" | cut -d';' -f49)" + write_bw="$(echo "${input}" | cut -d';' -f48)" + write_clat_min="$(u2m_sec "$(echo "${input}" | cut -d';' -f55)")" + write_clat_max="$(u2m_sec "$(echo "${input}" | cut -d';' -f56)")" + write_clat_mean="$(u2m_sec "$(echo "${input}" | cut -d';' -f57)")" + write_clat_95="$(u2m_sec "$(echo "${input}" | cut -d';' -f70 | cut -d'=' -f2)")" + write_clat_99="$(u2m_sec "$(echo "${input}" | cut -d';' -f71 | cut -d'=' -f2)")" + write_total_lat_avg="$(u2m_sec "$(echo "${input}" | cut -d';' -f81)")" + write_bw_avg="$(echo "${input}" | cut -d';' -f86)" + echo "${STARTTIME},${STOPTIME},${jobname},${read_iops},${read_bw},${read_clat_mean},${read_clat_min},${read_clat_max},${read_clat_95},${read_clat_99},${read_total_lat_avg},${read_bw_avg},${write_iops},${write_bw},${write_clat_mean},${write_clat_min},${write_clat_max},${write_clat_95},${write_clat_99},${write_total_lat_avg},${write_bw_avg}" +} + +function run_fio() +{ + local iodepth + local bs + local ioengine + local direct + local buffered + local jobname + local filename + local size + local readwrite + local runtime + bs="4k" + direct=1 + buffered=0 + ioengine="libaio" + jobname="$(hostname)_fio" + iodepth="${IODEPTH}" + filename="${TARGET}" + size="--size=${SIZE}" + readwrite="${RWMODE}" + STARTTIME=$(date +%Y.%m.%d-%H:%M:%S) + if [[ "${RUNMOD}" == "time" ]]; then runtime="--runtime=${RUNTIME} --time_based=1"; size='';fi + fio --ioengine=${ioengine} --direct=${direct} --buffered=${buffered} \ + --name=${jobname} --filename=${filename} --bs=${bs} --iodepth=${iodepth} ${size} \ + --readwrite=${readwrite} ${runtime} --output-format=terse --terse-version=3 --output=${WORKSPACE}/"$(hostname)"_terse.out 2>&1 | tee ${WORKSPACE}/"$(hostname)"_raw_fio_terse.log + STOPTIME="$(date +%Y.%m.%d-%H:%M:%S)" + if [ "$(stat ${WORKSPACE}/"$(hostname)"_raw_fio_terse.log | grep -oP '(?<=(Size:))(.[0-9]+\s)')" -eq 0 ]; then + rm ${WORKSPACE}/"$(hostname)"_raw_fio_terse.log + fi +} + +function put_results() +{ + local remotehost + local remotepath + remotehost="${1}" + remotepath="/${USER_NAME}/results" + if [ -f ${WORKSPACE}/"$(hostname)"_results.csv ]; then + sshpass -p ${USER_PASS} ssh -o UserKnownHostsFile=/dev/null -o StrictHostKeyChecking=no ${USER_NAME}@${remotehost} "mkdir -p ${remotepath}" + sshpass -p ${USER_PASS} scp -o UserKnownHostsFile=/dev/null -o StrictHostKeyChecking=no -r ${WORKSPACE}/*.* ${USER_NAME}@${remotehost}:${remotepath}/ + else + exit 1 + fi +} + +# Main +IODEPTH="${IODEPTH:-64}" +TARGET="${TARGET:-/dev/vdc}" +SIZE="${SIZE:-4G}" +RUNTIME="${RUNTIME:-600}" # 10min +RWMODE="${RWMODE:-randrw}" +RUNMOD="${RUNMOD}" +PARSEONLY="${PARSEONLY:-false}" + +# Output format: +# starttime, endtime, Jobname, read IOPS, read bandwith KB/s, mean read complete latency msec, avg read latency msec, avg read bandwith KB/s, write IOPS, write bandwith KB/s, mean write complete latency msec, avg write latency msec, avg write bandwith KB/s +if [[ "${PARSEONLY}" == "true" ]]; then + for tline in $(cat "${1}") + do + parse_terse "${tline}" + done + exit 0 +fi +prepare || exit $? +check_vol || exit $? +run_fio +parse_terse "$(cat ${WORKSPACE}/"$(hostname)"_terse.out)" > ${WORKSPACE}/"$(hostname)"_results.csv +put_results "${REMOTE_HOST}" diff --git a/doc/source/test_plans/k8s_cinder_ceph/plan.rst b/doc/source/test_plans/k8s_cinder_ceph/plan.rst new file mode 100644 index 0000000..5a46679 --- /dev/null +++ b/doc/source/test_plans/k8s_cinder_ceph/plan.rst @@ -0,0 +1,438 @@ +.. _Measuring_performance_of_cinder_with_ceph_backend: + +================================================= +Measuring performance of Cinder with Ceph backend +================================================= + +:status: **ready** +:version: 1.0 + +:Abstract: + + This document describes a test plan for quantifying the performance of + block storage devices provided by OpenStack Cinder with Ceph used as back-end. + The plan includes the collection of several resource utilization metrics, + which will be used to analyze and understand the overall performance of used + storage technologies. In particular, resource bottlenecks will either be + fixed, or best practices developed for system and hardware requirements. + +:Conventions: + + - **Kubernetes:** is an open-source system for automating deployment, scaling, + and management of containerized applications. + + - **Calico:** is a new approach to virtual networking and network security for + containers, VMs, and bare metal services, that provides a rich set of + security enforcement capabilities running on top of a highly scalable and + efficient virtual network fabric. Calico includes pre-integration with + Kubernetes and Mesos (as a CNI network plugin), Docker (as a libnetwork + plugin) and OpenStack (as a Neutron plugin). + + - **fuel-ccp:** CCP stands for "Containerized Control Plane". The goal of this + project is to make building, running and managing production-ready OpenStack + containers on top of Kubernetes an easy task for operators. + + - **OpenStack:** OpenStack is a cloud operating system that controls large + pools of compute, storage, and networking resources throughout a datacenter, + all managed through a dashboard that gives administrators control while + empowering their users to provision resources through a web interface. + + - **Cinder:** The Block Storage service provides block storage devices to + guest instances. The method in which the storage is provisioned and consumed + is determined by the Block Storage driver, or drivers in the case of a + multi-backend configuration. There are a variety of drivers that are + available: NAS/SAN, NFS, iSCSI, Ceph, and more. + + - **Heat:** Heat is a service to orchestrate composite cloud applications + using a declarative template format through an OpenStack-native REST API. + + - **Ceph:** Ceph is a massively scalable, open source, distributed storage + system. It is comprised of an object store, block store, and a + POSIX-compliant distributed file system. The platform can auto-scale to the + exabyte level and beyond. It runs on commodity hardware, is self-healing and + self-managing, and has no single point of failure. Ceph is in the Linux + kernel and is integrated with the OpenStack cloud operating system. + + - **Nodes:** are servers used for workloads. + + - **IOPS:** Input/output operations per second is a performance measurement + used to characterize computer storage devices like hard disk drives (HDD), + solid state drives (SSD), and storage area networks (SAN). + + - **Completion latency:** This is the time that passes between submission to + the kernel and when the IO is complete, not including submission latency. + +Test Plan +========= + +This test plan aims to identify Cinder + Ceph storage performance and its +dependency from amount of concurrent attached consumers. + +Test Environment +---------------- + +Preparation +^^^^^^^^^^^ + +1. + To be able to run test we need: + + - Ceph cluster installed and configured + + - K8s cluster installed and configured with Calico + + - OpenStack cloud with Heat and Cinder installed on top of K8s cluster + + - Created and uploaded into Glance image with random data which will be used + for prefilling of Cinder volumes + +.. table:: Software to be installed + + +-----------------+------------+------------------------------------------+ + | software | version | source | + +=================+============+==========================================+ + | `Ceph`_ | jewell | Debian jessie ceph package repository | + +-----------------+------------+------------------------------------------+ + | `Kargo`_ | master | From sources | + +-----------------+------------+------------------------------------------+ + | `Kubernetes`_ | 1.4.3 | quay.io/coreos/hyperkube:v1.4.3_coreos.0 | + +-----------------+------------+------------------------------------------+ + | `Calico`_ | 0.22.0 | docker hub | + +-----------------+------------+------------------------------------------+ + | `calicoctl`_ | 1.0.0-beta | docker hub | + +-----------------+------------+------------------------------------------+ + | `OpenStack`_ | newton | From sources | + +-----------------+------------+------------------------------------------+ + + +Environment description +^^^^^^^^^^^^^^^^^^^^^^^ + +Test results MUST include a description of the environment used. The following +items should be included: + +- **Hardware configuration of each server.** If virtual machines are used then + both physical and virtual hardware should be fully documented. + An example format is given below: + +**Ceph cluster member:** + +.. table:: Description of server hardware + + +-------+----------------+-------+-------+ + |server |name | | | + | +----------------+-------+-------+ + | |role | | | + | +----------------+-------+-------+ + | |vendor,model | | | + | +----------------+-------+-------+ + | |operating_system| | | + +-------+----------------+-------+-------+ + |CPU |vendor,model | | | + | +----------------+-------+-------+ + | |processor_count | | | + | +----------------+-------+-------+ + | |core_count | | | + | +----------------+-------+-------+ + | |frequency_MHz | | | + +-------+----------------+-------+-------+ + |RAM |vendor,model | | | + | +----------------+-------+-------+ + | |amount_MB | | | + +-------+----------------+-------+-------+ + |NETWORK|interface_name | | | + | +----------------+-------+-------+ + | |vendor,model | | | + | +----------------+-------+-------+ + | |bandwidth | | | + +-------+----------------+-------+-------+ + |STORAGE|dev_name | | | + | +----------------+-------+-------+ + | |vendor,model | | | + | +----------------+-------+-------+ + | |SSD/HDD | | | + | +----------------+-------+-------+ + | |size | | | + +-------+----------------+-------+-------+ + +- **Configuration of physical network.** The description of phisical and logical + connectivities. + +- **Configuration of virtual machines and virtual networks (if used).** + The configuration files can be attached, along with the mapping of virtual + machines to host machines. + +- **Ceph cluster configuration** Deployment scheme and configuration of + ceph components. + + #) ceph nodes configuration and roles + + #) amount of ceph monitor nodes + + #) amount of ceph OSD and placement groups + +- **Kubernetes + Calico configuration** Deployment scheme and configuration of + servers used within testing environment. + + #) k8s nodes configuration and roles + + #) k8s networking configuration (Calico) + +- **OpenStack deployment configuration used by fuel-ccp.** + OpenStack services configuration and topology used by fuel-ccp. + + #) OpenStack services and roles topology + + #) OpenStack cinder + ceph configuration + +Test Cases +---------- + +- Case group 1 - average time of creation, attachment and deletion of Cinder + volumes +- Case group 2 - amount of concurrent read, write and simultaneous read, write + IOPS depending on amount of VMs + +Description +^^^^^^^^^^^ + +This specific test plan contains test cases, that needs to be run +on the environments differing list of parameters below. Here we have 2 kinds of +metrics to be measured. + +- OpenStack control plane side tests of Cinder with Ceph back-end like + execution time for basic functionality of cinder. + +- Load tests of VM storage subsystem provided by Cinder with Ceph back-end. + This tests will show dependency of IOPS from amount of consumers and disk + operations types. + +Parameters +^^^^^^^^^^ + +Parameters depend on ceph and OpenStack configurations. + +**Case group 1:** + +.. table: + ++------------------+------------------------+ +| Parameter name | Value | ++==================+========================+ +| vms + volumes | 30, 60, 90 | ++------------------+------------------------+ +| concurrency | 10, 20, 30 | ++------------------+------------------------+ +| operation | create, attach, delete | ++------------------+------------------------+ + + +**Case group 2:** + +.. table: + ++------------------+---------------------+ +| Parameter name | Value | ++==================+=====================+ +| VMs per rw mode | 1, 2, 5, 10, 20 | ++------------------+---------------------+ +| read/write mode | randread, randwrite | ++------------------+---------------------+ +| block size | 4k - constant | ++------------------+---------------------+ +| io depth (queue) | 64 | ++------------------+---------------------+ +| test duration in | 600 | +| seconds | | ++------------------+---------------------+ +| filesize | 40G | ++------------------+---------------------+ + + +List of performance metrics +^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +The tables below show the list of test metrics to be collected. The priority +is the relative ranking of the importance of each metric in evaluating the +performance of the system. + + +**Case group 1:** + +.. table:: List of performance metrics for cinder functionality + + +-------------------+-------------------+------------------------------------------+ + | Value | Measurement Units | Description | + +===================+===================+==========================================+ + | Time | seconds || time spent on requested operation | + +-------------------+-------------------+------------------------------------------+ + +**Case group 2:** + +.. table:: List of performance metrics for storage subsystem + + +-------------------+-------------------+------------------------------------------+ + | Value | Measurement Units | Description | + +===================+===================+==========================================+ + | | || amount of input/output operations per | + | READ_IO | operations/second || second during random read from storage | + | | || subsystem | + | | || | + +-------------------+-------------------+------------------------------------------+ + | | || amount of input/output operations per | + | WRITE_IO | operations/second || second during random read from storage | + | | || subsystem | + | | || | + +-------------------+-------------------+------------------------------------------+ + | | || time that passes between submission to | + | READ_LATENCY | milliseconds || the kernel and when the IO is complete | + | | || | + | | || | + +-------------------+-------------------+------------------------------------------+ + | | || time that passes between submission to | + | WRITE_LATENCY | milliseconds || the kernel and when the IO is complete | + | | || | + | | || | + +-------------------+-------------------+------------------------------------------+ + | | || amount of simultaneously launched VMs | + | VMs_COUNT | number || with attached cinder volumes producing | + | | || storage loads | + | | || | + +-------------------+-------------------+------------------------------------------+ + +Measuring performance values +^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +**Case group 1:** + +"Control plane" test will be executed using OpenStack `Rally`_ scenarios. + +.. table:: Maximum values of performance metrics from Rally + + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | Action | Min (sec) | Median (sec) | 90%ile (sec) | 95%ile (sec) | Max (sec) | Avg (sec) | Success | Count | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | | | | | | | | | | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + +Where: + +- operation will be one of create, attach or delete +- volume size is also matters and all operations mentioned above + will be repeated for each groups of volumes + +**Case group 2:** + +Storage performance testing will be based on test scripts which will be +delivered and launched inside VMs using OpenStack Heat templates. + +`Heat templates`_ could be laucnhed with different set of paramteters. These +parameters are serving for 2 porpuses: + +- 1.Parameters for OpenStack environment: + + #) *key_name* - SSH key name that will be injected into instances + + #) *flavor* - flavor to be used for instances + + #) *image* - image to be used for instances + + #) *network_name* - internal network to be used for instances + + #) *volume_size* - volume size to be created and attached to instance + + #) *vm_count* - amount of VMs with volumes to be spawned + +- 2.Parameters for test script: + + #) *test_mode* - condition of test (time or disk) + + #) *test_rw* - read or write mode (randread, randwrite, randrw) + + #) *test_runtime* - amount of time in seconds (default 600) + + #) *test_filesize* - amount of data size (default 4G) + + #) *test_iodepth* - IO queue size generated by test (default 64) + +.. table:: Average values of performance metrics from cinder + ceph + + +-------+----------------+----------+----------+---------+-----------+ + || nodes|| test duration || average || average || average|| average | + || count|| time in sec || IOPS || IOPS || latency|| latency | + || || || READ || WRITE || READ || WRITE | + +=======+================+==========+==========+=========+===========+ + | 2 | | | | | | + +-------+----------------+----------+----------+---------+-----------+ + | 4 | | | | | | + +-------+----------------+----------+----------+---------+-----------+ + | 10 | | | | | | + +-------+----------------+----------+----------+---------+-----------+ + | 20 | | | | | | + +-------+----------------+----------+----------+---------+-----------+ + | 40 | | | | | | + +-------+----------------+----------+----------+---------+-----------+ + +.. table:: Summary values of performance metrics from cinder + ceph + + +-------+----------------+----------+----------+ + || nodes|| test duration || SUM || SUM | + || count|| time in sec || IOPS || IOPS | + || || || READ || WRITE | + +=======+================+==========+==========+ + | 2 | | | | + +-------+----------------+----------+----------+ + | 4 | | | | + +-------+----------------+----------+----------+ + | 10 | | | | + +-------+----------------+----------+----------+ + | 20 | | | | + +-------+----------------+----------+----------+ + | 40 | | | | + +-------+----------------+----------+----------+ + +Applications +============ + +Rally jobs templates: +-------------------- +.. literalinclude:: rally/cinder30.yaml + :language: yaml + +.. literalinclude:: rally/cinder60.yaml + :language: yaml + +.. literalinclude:: rally/cinder120.yaml + :language: yaml + +Heat templates +-------------- +.. literalinclude:: heat/main.yaml + :language: yaml + +.. literalinclude:: heat/vm-with-vol.yaml + :language: yaml + +Test script for heat +-------------------- + +.. literalinclude:: heat/vmScript.sh + :language: bash + +.. references: + +.. _Ceph: http://ceph.com/ +.. _Kargo: https://github.com/kubernetes-incubator/kargo +.. _Kubernetes: http://kubernetes.io/ +.. _Calico: https://github.com/projectcalico/calico-containers/releases/tag/v0.22.0 +.. _calicoctl: https://github.com/projectcalico/calico-containers/releases/tag/v1.0.0-beta +.. _OpenStack: http://www.openstack.org/ +.. _fuel-ccp: http://fuel-ccp.readthedocs.io/ +.. _fio: https://github.com/axboe/fio +.. _Rally: https://rally.readthedocs.io/en/latest/index.html + +Reports +======= + +Test plan execution reports: + * :ref:`Measuring_performance_of_cinder_ceph` diff --git a/doc/source/test_plans/k8s_cinder_ceph/rally/cinder120.yaml b/doc/source/test_plans/k8s_cinder_ceph/rally/cinder120.yaml new file mode 100644 index 0000000..e724acf --- /dev/null +++ b/doc/source/test_plans/k8s_cinder_ceph/rally/cinder120.yaml @@ -0,0 +1,29 @@ +--- + CinderVolumes.create_and_attach_volume: + - + args: + size: 10 + image: + name: "cirros_vm" + flavor: + name: "m1.tiny" + runner: + type: "constant" + times: 120 + concurrency: 40 + context: + users: + tenants: 3 + users_per_tenant: 3 + quotas: + cinder: + volumes: -1 + gigabytes: -1 + snapshots: -1 + api_versions: + cinder: + version: 2 + service_type: volumev2 + sla: + failure_rate: + max: 10 diff --git a/doc/source/test_plans/k8s_cinder_ceph/rally/cinder30.yaml b/doc/source/test_plans/k8s_cinder_ceph/rally/cinder30.yaml new file mode 100644 index 0000000..ef6aee7 --- /dev/null +++ b/doc/source/test_plans/k8s_cinder_ceph/rally/cinder30.yaml @@ -0,0 +1,29 @@ +--- + CinderVolumes.create_and_attach_volume: + - + args: + size: 10 + image: + name: "cirros_vm" + flavor: + name: "m1.tiny" + runner: + type: "constant" + times: 30 + concurrency: 10 + context: + users: + tenants: 3 + users_per_tenant: 3 + quotas: + cinder: + volumes: -1 + gigabytes: -1 + snapshots: -1 + api_versions: + cinder: + version: 2 + service_type: cinderv2 + sla: + failure_rate: + max: 10 diff --git a/doc/source/test_plans/k8s_cinder_ceph/rally/cinder60.yaml b/doc/source/test_plans/k8s_cinder_ceph/rally/cinder60.yaml new file mode 100644 index 0000000..3f317a9 --- /dev/null +++ b/doc/source/test_plans/k8s_cinder_ceph/rally/cinder60.yaml @@ -0,0 +1,29 @@ +--- + CinderVolumes.create_and_attach_volume: + - + args: + size: 10 + image: + name: "cirros_vm" + flavor: + name: "m1.tiny" + runner: + type: "constant" + times: 60 + concurrency: 20 + context: + users: + tenants: 3 + users_per_tenant: 3 + quotas: + cinder: + volumes: -1 + gigabytes: -1 + snapshots: -1 + api_versions: + cinder: + version: 2 + service_type: volumev2 + sla: + failure_rate: + max: 10 diff --git a/doc/source/test_results/k8s_cinder_ceph/configs/calico.tar.gz b/doc/source/test_results/k8s_cinder_ceph/configs/calico.tar.gz new file mode 100644 index 0000000..1baf7dc Binary files /dev/null and b/doc/source/test_results/k8s_cinder_ceph/configs/calico.tar.gz differ diff --git a/doc/source/test_results/k8s_cinder_ceph/configs/ceph.nodes.tar.gz b/doc/source/test_results/k8s_cinder_ceph/configs/ceph.nodes.tar.gz new file mode 100644 index 0000000..f807044 Binary files /dev/null and b/doc/source/test_results/k8s_cinder_ceph/configs/ceph.nodes.tar.gz differ diff --git a/doc/source/test_results/k8s_cinder_ceph/configs/fuel-ccp.tar.gz b/doc/source/test_results/k8s_cinder_ceph/configs/fuel-ccp.tar.gz new file mode 100644 index 0000000..80b6402 Binary files /dev/null and b/doc/source/test_results/k8s_cinder_ceph/configs/fuel-ccp.tar.gz differ diff --git a/doc/source/test_results/k8s_cinder_ceph/configs/kargo.configuration.tar.gz b/doc/source/test_results/k8s_cinder_ceph/configs/kargo.configuration.tar.gz new file mode 100644 index 0000000..efbda6b Binary files /dev/null and b/doc/source/test_results/k8s_cinder_ceph/configs/kargo.configuration.tar.gz differ diff --git a/doc/source/test_results/k8s_cinder_ceph/index.rst b/doc/source/test_results/k8s_cinder_ceph/index.rst new file mode 100644 index 0000000..7c5d2e7 --- /dev/null +++ b/doc/source/test_results/k8s_cinder_ceph/index.rst @@ -0,0 +1,586 @@ + +.. _Measuring_performance_of_cinder_ceph: + +************************************************************ +Results of measuring performance of Cinder with Ceph backend +************************************************************ + +:Abstract: + + This document includes performance test results of `Cinder`_ + service with `Ceph`_ as storage backend. All tests have been performed + regarding :ref:`Measuring_performance_of_cinder_with_ceph_backend` + + +Environment description +======================= +Hardware configuration of each server +------------------------------------- + +.. table:: Description of servers hardware + ++-------+----------------+-----------------------------+-----------------------------+ +|server |name | -- | -- | +| +----------------+-----------------------------+-----------------------------+ +| |role | ceph cluster member | kubernetes cluster member | +| +----------------+-----------------------------+-----------------------------+ +| |vendor,model | HP ProLiant DL380 Gen9 | HP ProLiant DL380 Gen9 | +| +----------------+-----------------------------+-----------------------------+ +| |operating_system| Ubuntu 16.04.1 LTS x86_64 | Ubuntu 16.04.1 LTS x86_64 | ++-------+----------------+-----------------------------+-----------------------------+ +|CPU |vendor,model | Intel(R) Xeon(R) E5-2680 v3 | Intel(R) Xeon(R) E5-2680 v3 | +| +----------------+-----------------------------+-----------------------------+ +| |processor_count | 2 | 2 | +| +----------------+-----------------------------+-----------------------------+ +| |core_count | 12 | 12 | +| +----------------+-----------------------------+-----------------------------+ +| |frequency_MHz | 2500 | 2500 | ++-------+----------------+-----------------------------+-----------------------------+ +|RAM |vendor,model | HP DIMM 16Gb 2133 MHz | HP DIMM 16Gb 2133 MHz | +| +----------------+-----------------------------+-----------------------------+ +| |amount_GiB | 256 | 256 | ++-------+----------------+-----------------------------+-----------------------------+ +|NETWORK|interface_name | p1p1 | p1p1 | +| +----------------+-----------------------------+-----------------------------+ +| |vendor,model | Intel X710 for 10GbE SFP+ | Intel X710 for 10GbE SFP+ | +| +----------------+-----------------------------+-----------------------------+ +| |bandwidth | 10Gbit/s | 10Gbit/s | ++-------+----------------+-----------------------------+-----------------------------+ +|STORAGE|dev_name | /dev/sd[a-k] | /dev/sda | +| +----------------+-----------------------------+-----------------------------+ +| |vendor,model | HP Smart Array Gen9 | HP Smart Array Gen9 RAID10 | +| | | 12xHDD SAS 15K EH0600JEDHE | 12xHDD SAS 15K EH0600JEDHE | +| +----------------+-----------------------------+-----------------------------+ +| |SSD/HDD | HDD | HDD | +| +----------------+-----------------------------+-----------------------------+ +| |size | 600GB x 11 | 3600GB | ++-------+----------------+-----------------------------+-----------------------------+ + +Configuration of physical network +--------------------------------- +All servers connected between themselves with 10G media. Logically environment +network devided into 2 parts at L2 with vlans. First VLAN is for cluster +interconnect and second is serving as a provider network for OpenStack cloud. + +Ceph cluster configuration +-------------------------- +Ceph cluster contains 3 hardware servers with identical configuration. + +- All servers configured in AIO manner - mon, osd & mds roles present on each of +these 3 servers. Each server has 10 x 600Gib volumes used by OSDs - 30 OSD +total. + + - Ceph monitor instances - 3 + + - Ceph OSDs - 30, 10 per cluster member, placement groups - 1984 + +.. + +root@729346-comp-disk-348:~# ceph status + cluster 0478bb62-4951-44fc-aecc-e5f1474bd00d + health HEALTH_WARN + noscrub,nodeep-scrub,sortbitwise flag(s) set + monmap e1: 3 mons at {729346-comp-disk-348=172.20.9.137:6789/0,729353-comp-disk-341=172.20.9.144:6789/0,729693-comp-disk-199=172.20.9.242:6789/0} + election epoch 6, quorum 0,1,2 729346-comp-disk-348,729353-comp-disk-341,729693-comp-disk-199 + osdmap e81: 30 osds: 30 up, 30 in + flags noscrub,nodeep-scrub,sortbitwise + pgmap v670470: 1984 pgs, 9 pools, 2291 MB data, 300 objects + 9236 MB used, 16599 GB / 16608 GB avail + 1984 active+clean + + + +:download:`Ceph configuration files ` + +Kubernetes + Calico configuration +--------------------------------- +Kubernetes deployed with `Kargo`_ on 6 hardware nodes. + +- Kargo installation topology of k8s by roles: + + - kube-master: + + - node1 + + - node2 + + - kube-node: + + - node1 + + - node2 + + - node3 + + - node4 + + - node5 + + - node6 + + - etcd: + + - node1 + + - node2 + + - node3 + +- Calico k8s cni plugin configuration: + Calico configured by Kargo and deployed with next configuration: + + - Calico container launched from systemd units as services on each node + + - Calico addressing configuration for k8s: + .. + + etcdctl --endpoint https://node1:2379 get /calico/v1/ipam/v4/pool/10.240.0.0-12 + + {"masquerade": true, "cidr": "10.240.0.0/12"} + + +:download:`kargo configuration files ` + +:download:`calico configuration files ` + +OpenStack deployment configuration +---------------------------------- +OpenStack deployed using `fuel-ccp`_ + +- OpenStack roles topology: + + - roles: + + - node[1-3]: + + - controller + + - openvswitch + + - node[4-6]: + + - compute + + - openvswitch + +- OpenStack Cinder + Ceph configuration: + + .. code-block:: yaml + + ceph: + fsid: "0478bb62-4951-44fc-aecc-e5f1474bd00d" + mon_host: "172.20.9.137" + cinder: + ceph: + enable: true + pool_name: "volumes4" + backup_pool_name: "backup4" + username: "cinder4" + key: "AQAKoUZYmYmDMxAAfD52DuUlghtH6bGSutTfnQ==" + rbd_secret_uuid: "5d6e0775-c45b-4bf6-b9ac-460a3ccec127" + glance: + ceph: + enable: true + pool_name: "images4" + username: "glance4" + key: "AQAKoUZYlZU6IxAA5B+sixBtz19hrjRwV2kUKA==" + nova: + ceph: + enable: true + pool_name: "vms4" + + +More detailed information about services configuration and distribution +across nodes could be obtained from :download:`fuel-ccp configuration files: `. + + +Test tools: +^^^^^^^^^^ +- `rally`_ - OpenStack benchmarking tool + +- `fio`_ - tool that able to simulate a given io workload without resorting to + writing a tailored test case again and again + +Testing process +=============== + +Preparation +----------- + +1. `rally container setup`_ - required for 1st test case where we are going to + test "control plane". + +2. `openstackclient install`_ - required for both cases. + +3. `openstack rc file preparation`_ - required for both cases. + +4. Upload ubuntu xenial cloud image in raw disk format. + +5. Create and upload image with random data which will be used +for prefilling of Cinder volumes. + +Test Case 1 +----------- +Launched 3 rally jobs where every next job uses parameters from previous one +multiplied on two. + +- Example of Rally job execution + +.. code:: bash + + rally task start cinder30.yaml + +Test Case 2 +------------ +Spawn different amount of vms with cinder volumes attached using heat. +Each next run spawn greater amount of concurrent vms which will produce +concurrent loads. + +- Preparation of image with random data + +.. code:: bash + + dd if=/dev/urandom of=40g.data bs=1M count=40960 iflag=fullblock status=progress + + openstack image create --container-format=bare --disk-format=raw --public --file 40g.data 40g-urandom + +- Prepared custom flavor for VMs + +.. code:: bash + + openstack flavor show m1.cinder + +----------------------------+--------------------------------------+ + | Field | Value | + +----------------------------+--------------------------------------+ + | OS-FLV-DISABLED:disabled | False | + | OS-FLV-EXT-DATA:ephemeral | 0 | + | access_project_ids | None | + | disk | 6 | + | id | 74eff70b-5f1e-44db-8248-90be0c57a18e | + | name | m1.cinder | + | os-flavor-access:is_public | True | + | properties | | + | ram | 2048 | + | rxtx_factor | 1.0 | + | swap | | + | vcpus | 1 | + +----------------------------+--------------------------------------+ + +- Example of heat template execution - launch of tests + +.. code:: bash + + # 2 VMs R/W + # write + openstack stack create --parameter "image=xenial_raw;flavor=m1.cinder;key_name=admkey;volume_size=40;network_name=int-net;vm_count=1;test_iodepth=64;test_filesize=40G;test_mode=time;test_runtime=600;test_rw=randwrite" --template cinder-ceph-io/main.yaml cinderstack0 + +---------------------+--------------------------------------+ + | Field | Value | + +---------------------+--------------------------------------+ + | id | ae834cdc-35d3-4fc2-a0df-c8a4dfd499c9 | + | stack_name | cinderstack0 | + | description | No description | + | creation_time | 2016-12-27T16:15:26Z | + | updated_time | None | + | stack_status | CREATE_IN_PROGRESS | + | stack_status_reason | Stack CREATE started | + +---------------------+--------------------------------------+ + # read + openstack stack create --parameter "image=xenial_raw;flavor=m1.cinder;key_name=admkey;volume_size=40;network_name=int-net;vm_count=1;test_iodepth=64;test_filesize=40G;test_mode=time;test_runtime=600;test_rw=randread" --template cinder-ceph-io/main.yaml cinderstack1 + +---------------------+--------------------------------------+ + | Field | Value | + +---------------------+--------------------------------------+ + | id | bd9d923d-0571-4219-a639-071cf1d41cd3 | + | stack_name | cinderstack1 | + | description | No description | + | creation_time | 2016-12-27T16:15:28Z | + | updated_time | None | + | stack_status | CREATE_IN_PROGRESS | + | stack_status_reason | Stack CREATE started | + +---------------------+--------------------------------------+ + + +- As a result of this part we got the following CSV files in following format +starttime,stoptime,jobname, +read_iops,read_bandwith,read_complelatency_mean,read_complelatency_min,read_complelatency_max,read_complelatency_95%ile,read_complelatency_99%ile,read_total_latency_avg,read_bandwith_avg, +write_iops,write_bandwith,write_complelatency_mean,write_complelatency_min,write_complelatency_max,write_complelatency_95%ile,write_complelatency_99%ile,write_total_latency_avg,write_bandwith_avg. + +:download:`METRICS(NUMBER_OF_VM_WORKERS=2) ` + +:download:`METRICS(NUMBER_OF_VM_WORKERS=4) ` + +:download:`METRICS(NUMBER_OF_VM_WORKERS=10) ` + +:download:`METRICS(NUMBER_OF_VM_WORKERS=20) ` + +:download:`METRICS(NUMBER_OF_VM_WORKERS=40) ` + +Results +======= +Test Case 1 +----------- + +Summary table for Rally jobs launched with 30, 60 and 120 instances + +.. table:: Summary table for Rally jobs + + +-------------------------------------------------------------------------------------------------------------------------+ + | Response Times (sec) | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | Action | Min (sec) | Median (sec) | 90%ile (sec) | 95%ile (sec) | Max (sec) | Avg (sec) | Success | Count | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | nova.boot_server | 8.867 | 13.971 | 18.19 | 18.953 | 20.078 | 13.967 | 100.0% | 30 | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | cinder.create_volume | 2.28 | 2.433 | 2.66 | 2.882 | 3.058 | 2.452 | 100.0% | 30 | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | nova.attach_volume | 2.354 | 2.666 | 3.41 | 4.036 | 5.24 | 2.844 | 100.0% | 30 | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | nova.detach_volume | 2.283 | 2.386 | 2.51 | 2.525 | 2.544 | 2.394 | 100.0% | 30 | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | cinder.delete_volume | 0.268 | 2.187 | 2.324 | 2.383 | 2.419 | 2.157 | 100.0% | 30 | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | nova.delete_server | 2.326 | 2.509 | 4.607 | 4.683 | 4.771 | 2.839 | 100.0% | 30 | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | total | 17.362 | 23.35 | 28.268 | 28.455 | 28.987 | 23.654 | 100.0% | 30 | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | nova.boot_server | 10.719 | 19.401 | 24.605 | 24.891 | 26.366 | 18.951 | 100.0% | 60 | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | cinder.create_volume | 2.281 | 3.148 | 8.412 | 8.74 | 8.993 | 4.188 | 100.0% | 60 | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | nova.attach_volume | 2.388 | 4.55 | 6.909 | 7.142 | 9.588 | 4.544 | 100.0% | 60 | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | nova.detach_volume | 2.308 | 2.603 | 4.842 | 5.663 | 6.485 | 3.304 | 100.0% | 60 | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | cinder.delete_volume | 2.132 | 2.197 | 2.414 | 4.275 | 6.261 | 2.415 | 100.0% | 60 | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | nova.delete_server | 2.38 | 2.798 | 5.11 | 5.937 | 8.817 | 3.802 | 100.0% | 60 | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | total | 22.144 | 34.618 | 42.993 | 43.782 | 44.018 | 34.205 | 100.0% | 60 | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | nova.boot_server | 16.817 | 29.559 | 39.734 | 49.257 | 78.91 | 31.29 | 100.0% | 120 | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | cinder.create_volume | 2.377 | 6.364 | 9.192 | 9.441 | 11.667 | 6.66 | 100.0% | 120 | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | nova.attach_volume | 2.57 | 7.196 | 11.151 | 12.285 | 17.159 | 7.228 | 100.0% | 120 | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | nova.detach_volume | 2.308 | 4.897 | 8.617 | 9.816 | 11.4 | 5.218 | 100.0% | 120 | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | cinder.delete_volume | 0.359 | 2.3 | 4.563 | 6.25 | 7.456 | 2.928 | 100.0% | 120 | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | nova.delete_server | 2.372 | 4.942 | 8.401 | 10.761 | 15.516 | 5.357 | 100.0% | 120 | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + | total | 31.509 | 53.733 | 68.212 | 73.372 | 109.88 | 55.682 | 100.0% | 120 | + +----------------------+-----------+--------------+--------------+--------------+-----------+-----------+---------+-------+ + +HTML reports generated by Rally +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +- Report for 30 instances :download:`link ` + +- Report for 60 instances :download:`link ` + +- Report for 120 instances :download:`link ` + +Graphs which shows time dependecy from amount of instances +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +.. image:: results/rally/rally_cinder.png + :alt: Rally cinder tests graphs + :scale: 90 + +Test Case 2 +----------- +Simultaneous run of equal amount random read and write operations. +All raw data and graphs could be obtained from - `Tests results spreadsheet`_. + +Average data +^^^^^^^^^^^^ +Table represents average results of mesurments made inside each consumer. +This means that each row in the table below contains data from equal amount of +consumers which were running at the same time and were producing read and write +operations. + +Latency displayed in milliseconds and represents value of 95th percentile. + +.. table:: Average values of performance metrics from cinder + ceph + + +-------+----------------+----------+----------+---------+-----------+ + || nodes|| test duration || average || average || average|| average | + || count|| time in sec || IOPS || IOPS || latency|| latency | + || || || READ || WRITE || READ || WRITE | + +=======+================+==========+==========+=========+===========+ + | 2 | 600 | 10711 | 3517 | 9.792 | 13.76 | + +-------+----------------+----------+----------+---------+-----------+ + | 4 | 600 | 12512 | 1027 | 8.896 | 143.104 | + +-------+----------------+----------+----------+---------+-----------+ + | 10 | 600 | 10730 | 32 | 12.582 | 5026.611 | + +-------+----------------+----------+----------+---------+-----------+ + | 20 | 600 | 1143 | 9 | 11.597 | 11848.909 | + +-------+----------------+----------+----------+---------+-----------+ + | 40 | 600 | 1460 | 4 | 35.117 | 16711.68 | + +-------+----------------+----------+----------+---------+-----------+ + +Graphs for average results +^^^^^^^^^^^^^^^^^^^^^^^^^^ + +**Average data: Volumes / IOPS / Latency 95%ile** + +.. image:: results/cinder_ceph/avg_vol_io_lat.png + :alt: Average Volumes / IOPS / Latency 95%ile + :scale: 90 + +**Average data: IOPS / Latency 95%ile** + +.. image:: results/cinder_ceph/avg_io_lat.png + :alt: Average IOPS / Latency 95%ile + :scale: 90 + +**Average data: IOPS / Volumes** + +.. image:: results/cinder_ceph/avg_io_vol.png + :alt: Average IOPS / Volumes + :scale: 90 + +**Average data: IOPS / Bandwidth** + +.. image:: results/cinder_ceph/avg_io_bw.png + :alt: Average IOPS / Bandwidth + :scale: 90 + +**Average data: Volumes / Bandwidth** + +.. image:: results/cinder_ceph/avg_bw_vol.png + :alt: Average Volumes / Bandwidth + :scale: 90 + + +Summary data +^^^^^^^^^^^^ +Here represented data from aggregated values. + +.. table:: Summary values of performance metrics from cinder + ceph + + +-------+----------------+----------+----------+ + || nodes|| test duration || SUM || SUM | + || count|| time in sec || IOPS || IOPS | + || || || READ || WRITE | + +=======+================+==========+==========+ + | 2 | 600 | 10711 | 3517 | + +-------+----------------+----------+----------+ + | 4 | 600 | 25024 | 2054 | + +-------+----------------+----------+----------+ + | 10 | 600 | 53652 | 160 | + +-------+----------------+----------+----------+ + | 20 | 600 | 11437 | 87 | + +-------+----------------+----------+----------+ + | 40 | 600 | 29203 | 81 | + +-------+----------------+----------+----------+ + +Graphs for summary results +^^^^^^^^^^^^^^^^^^^^^^^^^^ + +**Summary data: IOPS / Volumes** + +.. image:: results/cinder_ceph/sum_io_vol.png + :alt: Summary IOPS/ Volumes + :scale: 90 + +**Summary data: Volumes / Bandwidth** + +.. image:: results/cinder_ceph/sum_vol_bw.png + :alt: Summary Volumes / Bandwidth + :scale: 90 + + +Issues which have been found during the tests +============================================= + +Ceph performance degradation due to use of non optimal configuration +-------------------------------------------------------------------- +Down below displayed couple of raw data entries as from test results as from Ceph +log files. This data shows that Ceph began to block serving of requests due to +lack of placemnent groups and grown amount of concurrent read/write requests. + + Data from tests:: + + 2016.12.28-13:48:24 2016.12.28-13:58:37 time-vm-randwrite-16_fio 0 0 0 0 0 0 0 0 0 3 14 18258.5785 60.418 27027.923 16711.68 16711.68 18258.6123 14.723724 + 2016.12.28-13:47:34 2016.12.28-13:57:57 time-vm-randwrite-17_fio 0 0 0 0 0 0 0 0 0 4 16 15692.7769 73.15 47574.579 16711.68 16711.68 15692.8036 17.715092 + 2016.12.28-13:51:36 2016.12.28-14:01:39 time-vm-randwrite-18_fio 0 0 0 0 0 0 0 0 0 6 27 9373.5427 7.837 27200.956 16711.68 16711.68 9373.5793 35.894502 + 2016.12.28-13:50:27 2016.12.28-14:00:28 time-vm-randread-19_fio 347 1391 183.965 0.071 45620.107 21.888 6455.296 183.9819 1791.505108 0 0 0 0 0 + 2016.12.28-13:52:05 2016.12.28-14:02:05 time-vm-randread-1_fio 1309 5237 48.8591 0.199 45945.681 18.304 23.68 48.8754 6672.371367 0 0 0 0 0 + 2016.12.28-13:52:37 2016.12.28-14:02:37 time-vm-randread-2_fio 1443 5773 44.3222 0.085 42175.723 22.4 25.216 44.3394 7158.120545 0 0 0 0 0 + + Data from Ceph logs:: + + Wed Dec 28 13:53:47 UTC 2016 cluster 0478bb62-4951-44fc-aecc-e5f1474bd00d health HEALTH_WARN 297 requests are blocked > 32 sec noscrub,nodeep-scrub,sortbitwise flag(s) set monmap e1: 3 mons at {729346-comp-disk-348=172.20.9.137:6789/0,729353-comp-disk-341=172.20.9.144:6789/0,729693-comp-disk-199=172.20.9.242:6789/0} election epoch 6, quorum 0,1,2 729346-comp-disk-348,729353-comp-disk-341,729693-comp-disk-199 osdmap e82: 30 osds: 30 up, 30 in flags noscrub,nodeep-scrub,sortbitwise pgmap v691525: 1984 pgs, 9 pools, 127 GB data, 27911 objects 393 GB used, 16214 GB / 16608 GB avail 1984 active+clean client io 216 MB/s rd, 206 MB/s wr, 1193 op/s rd, 271 op/s wr + Wed Dec 28 13:54:23 UTC 2016 cluster 0478bb62-4951-44fc-aecc-e5f1474bd00d health HEALTH_WARN 145 requests are blocked > 32 sec noscrub,nodeep-scrub,sortbitwise flag(s) set monmap e1: 3 mons at {729346-comp-disk-348=172.20.9.137:6789/0,729353-comp-disk-341=172.20.9.144:6789/0,729693-comp-disk-199=172.20.9.242:6789/0} election epoch 6, quorum 0,1,2 729346-comp-disk-348,729353-comp-disk-341,729693-comp-disk-199 osdmap e82: 30 osds: 30 up, 30 in flags noscrub,nodeep-scrub,sortbitwise pgmap v691534: 1984 pgs, 9 pools, 136 GB data, 30138 objects 420 GB used, 16187 GB / 16608 GB avail 1984 active+clean client io 233 MB/s rd, 226 MB/s wr, 1407 op/s rd, 295 op/s wr + Wed Dec 28 13:55:30 UTC 2016 cluster 0478bb62-4951-44fc-aecc-e5f1474bd00d health HEALTH_WARN 280 requests are blocked > 32 sec noscrub,nodeep-scrub,sortbitwise flag(s) set monmap e1: 3 mons at {729346-comp-disk-348=172.20.9.137:6789/0,729353-comp-disk-341=172.20.9.144:6789/0,729693-comp-disk-199=172.20.9.242:6789/0} election epoch 6, quorum 0,1,2 729346-comp-disk-348,729353-comp-disk-341,729693-comp-disk-199 osdmap e82: 30 osds: 30 up, 30 in flags noscrub,nodeep-scrub,sortbitwise pgmap v691547: 1984 pgs, 9 pools, 148 GB data, 33162 objects 454 GB used, 16153 GB / 16608 GB avail 1984 active+clean client io 262 MB/s rd, 248 MB/s wr, 1472 op/s rd, 320 op/s wr + Wed Dec 28 13:56:14 UTC 2016 cluster 0478bb62-4951-44fc-aecc-e5f1474bd00d health HEALTH_WARN 240 requests are blocked > 32 sec noscrub,nodeep-scrub,sortbitwise flag(s) set monmap e1: 3 mons at {729346-comp-disk-348=172.20.9.137:6789/0,729353-comp-disk-341=172.20.9.144:6789/0,729693-comp-disk-199=172.20.9.242:6789/0} election epoch 6, quorum 0,1,2 729346-comp-disk-348,729353-comp-disk-341,729693-comp-disk-199 osdmap e82: 30 osds: 30 up, 30 in flags noscrub,nodeep-scrub,sortbitwise pgmap v691560: 1984 pgs, 9 pools, 160 GB data, 36160 objects 490 GB used, 16117 GB / 16608 GB avail 1984 active+clean client io 215 MB/s rd, 202 MB/s wr, 1282 op/s rd, 266 op/s wr + tbitwise pgmap v691562: 1984 pgs, 9 pools, 161 GB data, 36591 objects 495 GB used, 16112 GB / 16608 GB avail 1984 active+clean client io 257 MB/s rd, 246 MB/s wr, 1591 op/s rd, 304 op/s wr + +**Explanation of data from above:** + +1.Time period got from last test run, where were spawned 40 VMs / consumers. + 20 for read and 20 for write tests running in concurrent mode. Each test cycle + duration is equals 600 seconds - 10 minutes. From test logs we see that all VMs + were spawned with small time difference and have about 70% of intersection. + During this period of time VMs were producing loads on storage subsystem. + +2.Amount of IOPS are lowered for both read and write operations. From test logs + we see that for write they are: *3*, *4*, *6* and for read: *347*, *1309*, *1443*. + +3.IOPS values in case of read operations are higher then in case of write operations + due to RAID controller cache on Ceph cluster nodes and usage of one image for + all volumes used in all tests. + +4.Ceph log files show that during time when tests were running load on Ceph reached + configuration limitaions and Ceph began to block requests. In log files it + repsesented with entries containign this - *240 requests are blocked > 32 sec*. + +Applications +============ +Sofware versions used during tests +---------------------------------- + +.. table:: + + +-----------------+--------------+-------------------------------------------------+ + | software | version | source | + +=================+==============+=================================================+ + | `Ceph`_ | jewell | Debian jessie ceph package repository v10.2.3 | + +-----------------+--------------+-------------------------------------------------+ + | `Kargo`_ | master | From sources | + | | | commit a62f74259c8df233b177f7853a178bcbb7d9ef43 | + +-----------------+--------------+-------------------------------------------------+ + | `Kubernetes`_ | 1.4.3 | quay.io/coreos/hyperkube:v1.4.3_coreos.0 | + +-----------------+--------------+-------------------------------------------------+ + | `Calico`_ | 0.22.0 | docker hub calico/node | + +-----------------+--------------+-------------------------------------------------+ + | `calicoctl`_ | 1.0.0-beta | docker hub calico/ctl | + +-----------------+--------------+-------------------------------------------------+ + | `fuel-ccp`_ | master | From sources | + | | | commit f4afa36d9097c5860fa8ee9c2726236e7de83a27 | + +-----------------+--------------+-------------------------------------------------+ + | `OpenStack`_ | newton | From sources | + +-----------------+--------------+-------------------------------------------------+ + | `Rally`_ | 0.7.1~dev176 | docker hub rallyforge/rally | + +-----------------+--------------+-------------------------------------------------+ + | `fio`_ | 2.2.10 | Ubuntu 16.04 Xenial package repository | + +-----------------+--------------+-------------------------------------------------+ + +.. references: + +.. _Ceph: http://ceph.com/ +.. _Cinder: https://wiki.openstack.org/wiki/Cinder +.. _Calico: https://github.com/projectcalico/calico-containers/releases/tag/v0.22.0 +.. _calicoctl: https://github.com/projectcalico/calico-containers/releases/tag/v1.0.0-beta +.. _Kargo: https://github.com/kubernetes-incubator/kargo +.. _Kubernetes: http://kubernetes.io/ +.. _fuel-ccp: http://fuel-ccp.readthedocs.io/ +.. _rally container setup: https://rally.readthedocs.io/en/latest/install_and_upgrade/install.html#rally-docker +.. _rally: https://rally.readthedocs.io/en/latest/index.html +.. _openstackclient install: http://docs.openstack.org/cli-reference/common/cli-install-openstack-command-line-clients.html +.. _openstack rc file preparation: http://docs.openstack.org/user-guide/common/cli-set-environment-variables-using-openstack-rc.html +.. _OpenStack: http://www.openstack.org/ +.. _fio: https://github.com/axboe/fio +.. _rally: https://rally.readthedocs.io/en/latest/index.html +.. _Tests results spreadsheet: https://docs.google.com/spreadsheets/d/1W08fquemLszmq0WMWq2-RNDt_bvVqeZrGJer1UrmgxA/edit?usp=sharing diff --git a/doc/source/test_results/k8s_cinder_ceph/results/cinder_ceph/02/2.csv b/doc/source/test_results/k8s_cinder_ceph/results/cinder_ceph/02/2.csv new file mode 100644 index 0000000..2d926f7 --- /dev/null +++ b/doc/source/test_results/k8s_cinder_ceph/results/cinder_ceph/02/2.csv @@ -0,0 +1,2 @@ +2016.12.28-12:20:10,2016.12.28-12:30:11,time-vm-randread-0_fio,10711,42847,5.9648,0.1490,961.2010,9.7920,11.5840,5.9727,43475.101709,0,0,0,0,0,0,0,0,0.000000 +2016.12.28-12:20:04,2016.12.28-12:30:05,time-vm-randwrite-0_fio,0,0,0,0,0,0,0,0,0.000000,3517,14071,18.1864,0.8540,1536.5690,13.7600,358.4000,18.1913,14525.609361 diff --git a/doc/source/test_results/k8s_cinder_ceph/results/cinder_ceph/02/time-vm-randread-0_results.csv b/doc/source/test_results/k8s_cinder_ceph/results/cinder_ceph/02/time-vm-randread-0_results.csv new file mode 100644 index 0000000..53a7322 --- /dev/null +++ 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+ + + + +
+
+ + +
+
+ + +
+
+ +
+ +
+

Task overview

+ + + + + + + + + +
+ Scenario + + + + + + Load duration (s) + + + + + + Full duration (s) + + + + + + Iterations + + + + + + Runner + + + + + + Errors + + + + + + Hooks + + + + + + Success (SLA) + + + + +
{{sc.ref}} + {{sc.load_duration | number:3}} + {{sc.full_duration | number:3}} + {{sc.iterations_count}} + {{sc.runner}} + {{sc.errors.length}} + {{sc.hooks.length}} + + + +
+
+ +
+

Input file

+
{{source}}
+
+ +
+

{{scenario.cls}}.{{scenario.name}} ({{scenario.full_duration | number:3}}s)

+
    +
  • +
    {{t.name}}
    +
  • +
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+ + + + \ No newline at end of file diff --git a/doc/source/test_results/k8s_cinder_ceph/results/rally/output30.html b/doc/source/test_results/k8s_cinder_ceph/results/rally/output30.html new file mode 100644 index 0000000..bc198a3 --- /dev/null +++ b/doc/source/test_results/k8s_cinder_ceph/results/rally/output30.html @@ -0,0 +1,1043 @@ + + + + + + + Rally | Rally Task Report + + + + + + + + + + + + + + + +
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+ +
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+

Task overview

+ + + + + + + + + +
+ Scenario + + + + + + Load duration (s) + + + + + + Full duration (s) + + + + + + Iterations + + + + + + Runner + + + + + + Errors + + + + + + Hooks + + + + + + Success (SLA) + + + + +
{{sc.ref}} + {{sc.load_duration | number:3}} + {{sc.full_duration | number:3}} + {{sc.iterations_count}} + {{sc.runner}} + {{sc.errors.length}} + {{sc.hooks.length}} + + + +
+
+ +
+

Input file

+
{{source}}
+
+ +
+

{{scenario.cls}}.{{scenario.name}} ({{scenario.full_duration | number:3}}s)

+
    +
  • +
    {{t.name}}
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+ +
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+ + +
+ + + + \ No newline at end of file diff --git a/doc/source/test_results/k8s_cinder_ceph/results/rally/output60.html b/doc/source/test_results/k8s_cinder_ceph/results/rally/output60.html new file mode 100644 index 0000000..5f77eff --- /dev/null +++ b/doc/source/test_results/k8s_cinder_ceph/results/rally/output60.html @@ -0,0 +1,1043 @@ + + + + + + + Rally | Rally Task Report + + + + + + + + + + + + + + + +
+ + + + +
+
+ + +
+
+ + +
+
+ +
+ +
+

Task overview

+ + + + + + + + + +
+ Scenario + + + + + + Load duration (s) + + + + + + Full duration (s) + + + + + + Iterations + + + + + + Runner + + + + + + Errors + + + + + + Hooks + + + + + + Success (SLA) + + + + +
{{sc.ref}} + {{sc.load_duration | number:3}} + {{sc.full_duration | number:3}} + {{sc.iterations_count}} + {{sc.runner}} + {{sc.errors.length}} + {{sc.hooks.length}} + + + +
+
+ +
+

Input file

+
{{source}}
+
+ +
+

{{scenario.cls}}.{{scenario.name}} ({{scenario.full_duration | number:3}}s)

+
    +
  • +
    {{t.name}}
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  • +
    +
+
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+ + + + \ No newline at end of file diff --git a/doc/source/test_results/k8s_cinder_ceph/results/rally/rally_cinder.png b/doc/source/test_results/k8s_cinder_ceph/results/rally/rally_cinder.png new file mode 100644 index 0000000..0a0f119 Binary files /dev/null and b/doc/source/test_results/k8s_cinder_ceph/results/rally/rally_cinder.png differ