auto group jobs with user-defined template to support template compare mode background: before compare, create job-groups for all jobs that query from ES with user's filter then, create matrices-groups according job-groups finally, compare each group matrices
Signed-off-by: Lu Weitao luweitaobe@163.com --- lib/params_group.rb | 120 ++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 120 insertions(+)
diff --git a/lib/params_group.rb b/lib/params_group.rb index 0f07d26..4d10dbe 100644 --- a/lib/params_group.rb +++ b/lib/params_group.rb @@ -113,3 +113,123 @@ end def remove_singleton(groups) groups.delete_if { |_k, v| v.length < 2 } end + +# -------------------------------------------------------------------------------------------------- +# auto group job_list by user's template +# Exammple: +# Input: +# 1. jobs_list. +# 2. params from template include: +# groups_params(x_params): +# eg: ['block_size', 'package_size'] +# dimensions: +# eg: [ +# {'os' => 'openeuler', 'os_version' => '20.03'}, +# {'os' => 'centos', 'os_version' => '7.6'} +# ] +# metrics: +# eg: ['fio.read_iops', 'fio_write_iops'] +# Output: +# eg: +# { +# '4k|1G' => { +# 'openeuler 20.03' => [ +# {'stats' => {'fio.write_iops' => 312821.002387, 'fio.read_iops' => 212821.2387}}, +# {'stats' => {'fio.write_iops' => 289661.878453}}, +# ... +# ], +# 'contos 7.6' => [...] +# }, +# '16K|1G' => {...}, +# ... +# } +# + +def auto_group_by_template(jobs_list, group_params, dimensions, metrics) + job_list = extract_jobs_list(jobs_list) + get_group_by_template(job_list, group_params, dimensions, metrics) +end + +def get_group_by_template(job_list, group_params, dimensions, metrics) + groups = {} + job_list.each do |job| + next unless job['stats'] + + group_key = get_user_group_key(job, group_params) + dimension = get_user_dimension(job, dimensions) + next unless group_key && dimension + + new_job = get_new_job_by_metrics(job, metrics) + next if new_job.empty? + + groups[group_key] ||= {} + groups[group_key][dimension] ||= [] + groups[group_key][dimension] << new_job + end + groups +end + +# @group_params Array(String) +# eg: +# ['block_size', 'package_size'] +# return eg: +# '4K|1G' +def get_user_group_key(job, group_params) + group_key_list = [] + group_params.each do |param| + if job.key?(param) + group_key_list << job[param] + next + end + job.each_value do |v| + if v.is_a?(Hash) && v.key?(param) + group_key_list << v[param] + break + end + end + end + return nil if group_key_list.size < group_params.size + + group_key_list.join('|') +end + +# @dimension Array(Hash) +# eg: +# [ +# {os => openeuler, os_version => 20.03}, +# {os => centos, os_version => 7.6} +# ] +# return eg: +# 'openeuler 20.03' +def get_user_dimension(job, dimensions) + dimension_list = [] + + dimensions.each do |dim| + dim.each_key do |key| + if job[key] == dim[key] + dimension_list << job[key] + end + end + break unless dimension_list.empty? + end + return nil if dimension_list.size < dimensions.size + + dimension_list.join(' ') +end + +# @metrics Array(String) +# eg: +# ["fio.read_iops", "fio.write_iops"] +# return new_job +# eg: +# {'stats' => {'fio.write_iops' => 312821.002387, 'fio.read_iops' => 212821.2387}}, +def get_new_job_by_metrics(job, metrics) + new_job = {} + metrics.each do |metric| + if job['stats'].key?(metric) + new_job['stats'] ||= {} + new_job['stats'][metric] = job['stats'][metric] + end + end + new_job +end