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feat(validator): add support to validate essential metrics produced by Kepler #1834

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feat(validator): add support to validate essential metrics produced by Kepler #1834

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354 changes: 354 additions & 0 deletions e2e/tools/validator/metric_validations.yaml
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Original file line number Diff line number Diff line change
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config:
mapping:
actual: latest
predicted: dev

validations:
# node rapl comparison
- name: node-rapl - kepler-package
units: Watts
mapping:
actual: node-rapl
predicted: kepler-package

node-rapl: |
sum(
rate(
node_rapl_package_joules_total[{rate_interval}]
)
)

kepler-package: |
sum(
rate(
kepler_node_package_joules_total{{
job="dev",
mode="dynamic",
}}[{rate_interval}]
)
)
max_mae: 2.01

- name: node-rapl - kepler-core
units: Watts
mapping:
actual: node-rapl
predicted: kepler-core

node-rapl: |
sum(
rate(
node_rapl_core_joules_total[{rate_interval}]
)
)

kepler-core: |
sum(
rate(
kepler_node_core_joules_total{{
job="dev",
mode="dynamic",
}}[{rate_interval}]
)
)
max_mae: 2.01

- name: node-rapl - kepler-dram
units: Watts
mapping:
actual: node-rapl
predicted: kepler-dram

node-rapl: |
sum(
rate(
node_rapl_dram_joules_total[{rate_interval}]
)
)

kepler-dram: |
sum(
rate(
kepler_node_dram_joules_total{{
job="dev",
mode="dynamic",
}}[{rate_interval}]
)
)
max_mae: 2.01

# absolute power comparison
- name: Total - absolute
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Can we also validate these invariants in the same version of dev

  • kepler_node_<pkg|core|uncore|dram|other>{dev} = sum of ( process_<pkg|core|uncore|dram|other>{dev} )
  • kepler_node_<pkg|core|..> = node_exporter_rapl_<pkg|core...>
    *sum( kepler_process_bpf_cpu ) = node_exporter_cpu_time

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for kepler_node_<pkg|core|dram...>{dev} = sum of (process_<pkg|core|dram....>){dev} do you mean
MAE of sum(rate(kepler_node<pkg|core|dram>){dev}[20s]) and sum(rate(process_<pkg|core|dram>{dev}[20s]))?

latest: |
sum(
rate(
kepler_process_joules_total{{
job="latest",
}}[{rate_interval}]
)
)
dev: |
sum(
rate(
kepler_process_joules_total{{
job="dev",
}}[{rate_interval}]
)
)

max_mae: 2.01

# CPU time comparison
- name: cpu-time
units: Milliseconds
latest: |
sum(
rate(
kepler_process_bpf_cpu_time_ms_total{{
job="latest"
}}[{rate_interval}]
)
)
dev: |
sum(
rate(
kepler_process_bpf_cpu_time_ms_total{{
job="dev",
}}[{rate_interval}]
)
)
# max_mae: 20.0

# process comparison
- name: platform - dynamic
latest: |
sum(
rate(
kepler_process_platform_joules_total{{
job="latest", mode="dynamic",
}}[{rate_interval}]
)
)
dev: |
sum(
rate(
kepler_process_platform_joules_total{{
job="dev", mode="dynamic",
}}[{rate_interval}]
)
)

max_mae: 2.01

- name: package - dynamic
units: Watts
latest: |
sum(
rate(
kepler_process_package_joules_total{{
job="latest",
mode="dynamic",
}}[{rate_interval}]
)
)
dev: |
sum(
rate(
kepler_process_package_joules_total{{
job="dev",
mode="dynamic",
}}[{rate_interval}]
)
)
max_mae: 2.01

- name: core - dynamic
units: Watts
latest: |
sum(
rate(
kepler_process_core_joules_total{{
job="latest",
mode="dynamic",
}}[{rate_interval}]
)
)
dev: |
sum(
rate(
kepler_process_core_joules_total{{
job="dev",
mode="dynamic",
}}[{rate_interval}]
)
)
max_mae: 2.01

- name: dram - dynamic
units: Watts
latest: |
sum(
rate(
kepler_process_dram_joules_total{{
job="latest",
mode="dynamic",
}}[{rate_interval}]
)
)
dev: |
sum(
rate(
kepler_process_dram_joules_total{{
job="dev",
mode="dynamic",
}}[{rate_interval}]
)
)
max_mae: 2.01

- name: other - dynamic
units: Watts
latest: |
sum(
rate(
kepler_process_other_joules_total{{
job="latest",
mode="dynamic",
}}[{rate_interval}]
)
)
dev: |
sum(
rate(
kepler_process_other_joules_total{{
job="dev",
mode="dynamic",
}}[{rate_interval}]
)
)
max_mae: 2.01

- name: uncore - dynamic
units: Watts
latest: |
sum(
rate(
kepler_process_uncore_joules_total{{
job="latest",
mode="dynamic",
}}[{rate_interval}]
)
)
dev: |
sum(
rate(
kepler_process_uncore_joules_total{{
job="dev",
mode="dynamic",
}}[{rate_interval}]
)
)
max_mae: 2.01

# node comparison
- name: node platform - dynamic
units: Watts
latest: |
rate(kepler_node_platform_joules_total{{
job="latest",
mode="dynamic",
}}[{rate_interval}]
)

dev: |
rate(kepler_node_platform_joules_total{{
job="dev",
mode="dynamic",
}}[{rate_interval}]
)
max_mae: 2.01

- name: node package - dynamic
units: Watts
latest: |
rate(kepler_node_package_joules_total{{
job="latest",
mode="dynamic",
}}[{rate_interval}]
)

dev: |
rate(kepler_node_package_joules_total{{
job="dev",
mode="dynamic",
}}[{rate_interval}]
)
max_mae: 2.01

- name: node core - dynamic
units: Watts
latest: |
rate(kepler_node_core_joules_total{{
job="latest",
mode="dynamic",
}}[{rate_interval}]
)

dev: |
rate(kepler_node_core_joules_total{{
job="dev",
mode="dynamic",
}}[{rate_interval}]
)
max_mae: 2.01

- name: node dram - dynamic
units: Watts
latest: |
rate(kepler_node_dram_joules_total{{
job="latest",
mode="dynamic",
}}[{rate_interval}]
)

dev: |
rate(kepler_node_dram_joules_total{{
job="dev",
mode="dynamic",
}}[{rate_interval}]
)
max_mae: 2.01

- name: node other - dynamic
units: Watts
latest: |
rate(kepler_node_other_joules_total{{
job="latest",
mode="dynamic",
}}[{rate_interval}]
)

dev: |
rate(kepler_node_other_joules_total{{
job="dev",
mode="dynamic",
}}[{rate_interval}]
)
max_mae: 2.01

- name: node uncore - dynamic
units: Watts
latest: |
rate(kepler_node_uncore_joules_total{{
job="latest",
mode="dynamic",
}}[{rate_interval}]
)

dev: |
rate(kepler_node_uncore_joules_total{{
job="dev",
mode="dynamic",
}}[{rate_interval}]
)
max_mae: 2.01
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