models.Unit

allocation object

Allocation map of unit. Only string and int64 values are supported in map

property name*number

avg_cpu_mem_usage object

Average CPU memory usage(s) during lifetime of unit

property name*number

avg_cpu_usage object

Average CPU usage(s) during lifetime of unit

property name*number

avg_gpu_mem_usage object

Average GPU memory usage(s) during lifetime of unit

property name*number

avg_gpu_usage object

Average GPU usage(s) during lifetime of unit

property name*number

cluster_idstring

Identifier of the resource manager that owns compute unit. It is used to differentiate multiple clusters of same resource manager.

Example: slurm-0

created_atstring

Creation time

Example: 2023-02-21T15:48:20+0100

created_at_tsinteger

Creation timestamp

Example: 1676990900000

elapsedstring

Human readable total elapsed time string

Example: 2-00:10:20

ended_atstring

End time

Example: Unknown

ended_at_tsinteger

End timestamp

Example: 0

groupnamestring

User group

Example: grp1

namestring

Name of compute unit

Example: my-slurm-job

projectstring

Account in batch systems, Tenant in Openstack, Namespace in k8s

Example: prj1

resource_managerstring

Name of the resource manager that owns compute unit. Eg slurm, openstack, kubernetes, etc

Example: slurm

started_atstring

Start time

Example: 2023-02-21T15:49:06+0100

started_at_tsinteger

Start timestamp

Example: 1676990946000

statestring

Current state of unit

Example: RUNNING

tags object

A map to store generic info. String and int64 are valid value types of map

property name*string

total_cpu_emissions_gms object

Total CPU emissions from source(s) in grams during lifetime of unit

property name*number

total_cpu_energy_usage_kwh object

Total CPU energy usage(s) in kWh during lifetime of unit

property name*number

total_egress_stats object

Total Outgress statistics of unit

property name*number

total_gpu_emissions_gms object

Total GPU emissions from source(s) in grams during lifetime of unit

property name*number

total_gpu_energy_usage_kwh object

Total GPU energy usage(s) in kWh during lifetime of unit

property name*number

total_ingress_stats object

Total Ingress statistics of unit

property name*number

total_io_read_stats object

Total IO read statistics during lifetime of unit

property name*number

total_io_write_stats object

Total IO write statistics during lifetime of unit

property name*number

total_time_seconds object

Different types of times in seconds consumed by the unit. This map contains at minimum walltime, alloc_cputime, alloc_cpumemtime, alloc_gputime and alloc_gpumem_time keys.

property name*number

usernamestring

Username

Example: usr1

uuidstring

Unique identifier of unit. It can be Job ID for batch jobs, UUID for pods in k8s or VMs in Openstack

Example: 193048

models.Unit

{
  "allocation": {
    "cpus": 1,
    "gpus": 1,
    "mem": 10
  },
  "avg_cpu_mem_usage": {
    "global": 45.26
  },
  "avg_cpu_usage": {
    "global": 70.12
  },
  "avg_gpu_mem_usage": {
    "global": 45.26
  },
  "avg_gpu_usage": {
    "global": 70.12
  },
  "cluster_id": "slurm-0",
  "created_at": "2023-02-21T15:48:20+0100",
  "created_at_ts": 1676990900000,
  "elapsed": "2-00:10:20",
  "ended_at": "Unknown",
  "ended_at_ts": 0,
  "groupname": "grp1",
  "name": "my-slurm-job",
  "project": "prj1",
  "resource_manager": "slurm",
  "started_at": "2023-02-21T15:49:06+0100",
  "started_at_ts": 1676990946000,
  "state": "RUNNING",
  "tags": {
    "gid": "1000",
    "uid": "1000",
    "workdir": "/home/user"
  },
  "total_cpu_emissions_gms": {
    "emaps_total": 3.09,
    "owid_total": 5.22
  },
  "total_cpu_energy_usage_kwh": {
    "total": 0.73
  },
  "total_egress_stats": {
    "bytes_total": 454342323,
    "packets_total": 23232323
  },
  "total_gpu_emissions_gms": {
    "emaps_total": 12.09,
    "owid_total": 15.22
  },
  "total_gpu_energy_usage_kwh": {
    "total": 5.39
  },
  "total_ingress_stats": {
    "bytes_total": 8503405,
    "packets_total": 43423
  },
  "total_io_read_stats": {
    "bytes_total": 245000000,
    "requests_total": 49423
  },
  "total_io_write_stats": {
    "bytes_total": 12000000,
    "requests_total": 13923
  },
  "total_time_seconds": {
    "alloc_cpumemtime": 1000,
    "alloc_cputime": 100,
    "alloc_gpumemtime": 100,
    "alloc_gputime": 100,
    "walltime": 100
  },
  "username": "usr1",
  "uuid": "193048"
}