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aprg - Automatic Performance Report Generator - POC toolkit

This is a POC/prototype of a number of ideas to:

  • run a set of workloads using FIO with RBD,
  • get some measurements for CPU and RAM utilisation,
  • collate these with the results from FIO in a .JSON file.

This started for Crimson performance investigations, esp for tracker https://tracker.ceph.com/issues/66525

I was not aware of CBT at the time I started. I plan to port these ideas into Python for CBT, started on PR 306 and follow ups.

The container image is publicly available in https://quay.io/repository/jjpalacio2000/ceph-aprg.

The following are examples of the types of charts produced by the toolkit:

Response latency curves:

This example compares side by side IOPs, Latency and CPU utilisation Classic vs Crimson OSD: the (vertical) error bars represent the stdev, so the closer they are to the FIO completion latency mean the better the confidence on the measured data point

crimson_1osd_8fio_rc_1procs_randread_iops_vs_lat_vs_cpu_usr

Single workload execution:

This example shows the response latency chart for a Classic OSD configuration, single OSD, system CPU utilisation, 4k random read workload:

classic_1osd_rt_1procs_randread_iops_vs_lat_vs_cpu_sys

The toolkit has only been used in Ceph Developer mode, with vstart.sh. I have added the test scenarios for both Classic and Crimson OSD.

The description of the scripts follows:

  • bashrc - some profile that I am used
  • cephlog - config for log rotation
  • toprc - profile for the Linux top tool that is required for the parse-top.pl script
  • cephlogoff.sh - disable some Ceph logging
  • cephmkrbd.sh - create a single RBD image (default, see the script on using a parameter to define the number of images to create)
  • cephteardown.sh - remove pools and volumes
  • parse-top.pl - parse the output from top to monitor CPU utilisation, focusing on pid given as arguments
  • postproc.sh - an example of doing post processing
  • run_fio.sh - main script to drive FIO, collect measurements, and produce response charts

Examples of test plans:

  • run_batch.sh - example of end-to-end performance run execution
  • run_batch_double.sh - example showing a configuration involving two OSD
  • run_batch_range_alien.sh - example showing a config for Crimson OSD
  • run_batch_seastar_alien_ratios.sh - ditto
  • run_batch_single.sh
  • run_hockey_classic.sh
  • run_hockey_crimson.sh
  • run_hockey_crimson_1osd.sh
  • run_multiple_fio.sh

Examples of FIO RBD job files:

  • rbd_fio_examples - directory with examples of predefined FIO workload definitions
  • rg_template - templates for the report generator
  • ceph-aprg.docker - example for a container including all dependencies for the toolkit.

Usage:

In the simplest form, the following will create a cluster with Crimson OSD, single reactor, the FIO client running on 8 CPU cores, and will produce charts with response latency curves:

# run_hockey_crimson.sh

By default, the results will be saved as archives in /tmp:

crimson_1osd_8fio_rc_1procs_randread.zip  crimson_1osd_8fio_rc_1procs_randwrite.zip  crimson_1osd_8fio_rc_1procs_seqread.zip crimson_1osd_8fio_rc_1procs_seqwrite.zip.

each archive contains the FIO .json output results, the top output CPU measurments, as well as .png for the IOPs versus latency charts. Since the example involves a range of data values (for increasing iodepth), only the final chart coalescing all the data points is of interest:

The .pdf report is generated from a template, at the moment is fixed but can be changed according to a main test plan (as in CBT)

 # /tinytex/tools/texlive/bin/x86_64-linux/pdflatex -interaction=nonstopmode report_tmp.tex
 # /tinytex/tools/texlive/bin/x86_64-linux/pdflatex -interaction=nonstopmode report_tmp.tex

(yes, it must be run twice for the references to be sorted correctly).

An example .pdf is in the rg_template/ subdir.

Additionally to tinytex, I'll look at supporting https://github.com/rst2pdf/rst2pdf as well.