/* * © 2021 Thoughtworks, Inc. */ import { CloudConstantsByProvider, CloudConstantsEmissionsFactors, COMPUTE_PROCESSOR_TYPES, EstimateUnknownUsageBy, getWattsByAverageOrMedian, } from '@cloud-carbon-footprint/core' import { GCP_DUAL_REGIONS, GCP_MULTI_REGIONS, GCP_REGIONS, } from '../lib/GCPRegions' import { configLoader } from '@cloud-carbon-footprint/common' export const GCP_CLOUD_CONSTANTS: CloudConstantsByProvider = { SSDCOEFFICIENT: 1.2, // watt hours / terabyte hour HDDCOEFFICIENT: 0.65, // watt hours / terabyte hour MIN_WATTS_MEDIAN: 0.68, MIN_WATTS_BY_COMPUTE_PROCESSOR: { // CPUs [COMPUTE_PROCESSOR_TYPES.CASCADE_LAKE]: 0.64, [COMPUTE_PROCESSOR_TYPES.SKYLAKE]: 0.65, [COMPUTE_PROCESSOR_TYPES.BROADWELL]: 0.71, [COMPUTE_PROCESSOR_TYPES.HASWELL]: 1, [COMPUTE_PROCESSOR_TYPES.COFFEE_LAKE]: 1.14, [COMPUTE_PROCESSOR_TYPES.SANDY_BRIDGE]: 2.17, [COMPUTE_PROCESSOR_TYPES.IVY_BRIDGE]: 3.04, [COMPUTE_PROCESSOR_TYPES.AMD_EPYC_1ST_GEN]: 0.82, [COMPUTE_PROCESSOR_TYPES.AMD_EPYC_2ND_GEN]: 0.47, [COMPUTE_PROCESSOR_TYPES.AMD_EPYC_3RD_GEN]: 0.45, // GPUs [COMPUTE_PROCESSOR_TYPES.NVIDIA_K520]: 26, [COMPUTE_PROCESSOR_TYPES.NVIDIA_A10G]: 18, [COMPUTE_PROCESSOR_TYPES.NVIDIA_T4]: 8, [COMPUTE_PROCESSOR_TYPES.NVIDIA_TESLA_M60]: 35, [COMPUTE_PROCESSOR_TYPES.NVIDIA_TESLA_K80]: 35, [COMPUTE_PROCESSOR_TYPES.NVIDIA_TESLA_V100]: 35, [COMPUTE_PROCESSOR_TYPES.NVIDIA_TESLA_A100]: 46, [COMPUTE_PROCESSOR_TYPES.NVIDIA_TESLA_P4]: 9, [COMPUTE_PROCESSOR_TYPES.NVIDIA_TESLA_P100]: 36, [COMPUTE_PROCESSOR_TYPES.AMD_RADEON_PRO_V520]: 26, }, getMinWatts: (computeProcessors: string[]): number => { const minWattsForProcessors: number[] = computeProcessors.map( (processor: string) => { return GCP_CLOUD_CONSTANTS.MIN_WATTS_BY_COMPUTE_PROCESSOR[processor] }, ) const wattsForProcessors: number = getWattsByAverageOrMedian( computeProcessors, minWattsForProcessors, ) return wattsForProcessors ? wattsForProcessors : GCP_CLOUD_CONSTANTS.MIN_WATTS_MEDIAN }, MAX_WATTS_MEDIAN: 4.11, MAX_WATTS_BY_COMPUTE_PROCESSOR: { // CPUs [COMPUTE_PROCESSOR_TYPES.CASCADE_LAKE]: 3.97, [COMPUTE_PROCESSOR_TYPES.SKYLAKE]: 4.26, [COMPUTE_PROCESSOR_TYPES.BROADWELL]: 3.69, [COMPUTE_PROCESSOR_TYPES.HASWELL]: 4.74, [COMPUTE_PROCESSOR_TYPES.COFFEE_LAKE]: 5.42, [COMPUTE_PROCESSOR_TYPES.SANDY_BRIDGE]: 8.58, [COMPUTE_PROCESSOR_TYPES.IVY_BRIDGE]: 8.25, [COMPUTE_PROCESSOR_TYPES.AMD_EPYC_1ST_GEN]: 2.55, [COMPUTE_PROCESSOR_TYPES.AMD_EPYC_2ND_GEN]: 1.69, [COMPUTE_PROCESSOR_TYPES.AMD_EPYC_3RD_GEN]: 2.02, // GPUs [COMPUTE_PROCESSOR_TYPES.NVIDIA_K520]: 229, [COMPUTE_PROCESSOR_TYPES.NVIDIA_A10G]: 153, [COMPUTE_PROCESSOR_TYPES.NVIDIA_T4]: 71, [COMPUTE_PROCESSOR_TYPES.NVIDIA_TESLA_M60]: 306, [COMPUTE_PROCESSOR_TYPES.NVIDIA_TESLA_K80]: 306, [COMPUTE_PROCESSOR_TYPES.NVIDIA_TESLA_V100]: 306, [COMPUTE_PROCESSOR_TYPES.NVIDIA_TESLA_A100]: 407, [COMPUTE_PROCESSOR_TYPES.NVIDIA_TESLA_P4]: 76.5, [COMPUTE_PROCESSOR_TYPES.NVIDIA_TESLA_P100]: 306, [COMPUTE_PROCESSOR_TYPES.AMD_RADEON_PRO_V520]: 229, }, getMaxWatts: (computeProcessors: string[]): number => { const maxWattsForProcessors: number[] = computeProcessors.map( (processor: string) => { return GCP_CLOUD_CONSTANTS.MAX_WATTS_BY_COMPUTE_PROCESSOR[processor] }, ) const wattsForProcessors: number = getWattsByAverageOrMedian( computeProcessors, maxWattsForProcessors, ) return wattsForProcessors ? wattsForProcessors : GCP_CLOUD_CONSTANTS.MAX_WATTS_MEDIAN }, NETWORKING_COEFFICIENT: 0.001, // kWh / Gb MEMORY_COEFFICIENT: 0.000392, // kWh / Gb PUE_AVG: 1.1, PUE_TRAILING_TWELVE_MONTH: { [GCP_REGIONS.US_EAST4]: 1.08, [GCP_REGIONS.US_CENTRAL1]: 1.11, [GCP_REGIONS.US_CENTRAL2]: 1.11, [GCP_REGIONS.EUROPE_WEST1]: 1.09, [GCP_REGIONS.EUROPE_WEST4]: 1.07, [GCP_REGIONS.EUROPE_NORTH1]: 1.09, [GCP_REGIONS.ASIA_EAST1]: 1.12, [GCP_REGIONS.ASIA_SOUTHEAST1]: 1.13, }, getPUE: (region: string): number => { // Return region-specific PUE if available, otherwise use fleet-wide average return GCP_CLOUD_CONSTANTS.PUE_TRAILING_TWELVE_MONTH[region] ? GCP_CLOUD_CONSTANTS.PUE_TRAILING_TWELVE_MONTH[region] : GCP_CLOUD_CONSTANTS.PUE_AVG }, AVG_CPU_UTILIZATION_2020: 50, REPLICATION_FACTORS: { CLOUD_STORAGE_SINGLE_REGION: 2, CLOUD_STORAGE_DUAL_REGION: 2, CLOUD_STORAGE_MULTI_REGION: 2, COMPUTE_ENGINE_REGIONAL_DISKS: 2, CLOUD_FILESTORE: 2, CLOUD_SQL_HIGH_AVAILABILITY: 2, CLOUD_MEMORY_STORE_REDIS: 2, CLOUD_SPANNER_SINGLE_REGION: 2, CLOUD_SPANNER_MULTI_REGION: 2, KUBERNETES_ENGINE: 3, DEFAULT: 1, }, // these constants accumulate as the usage rows are mapped over KILOWATT_HOURS_BY_SERVICE_AND_USAGE_UNIT: { total: {}, }, ESTIMATE_UNKNOWN_USAGE_BY: EstimateUnknownUsageBy.USAGE_AMOUNT, SERVER_EXPECTED_LIFESPAN: 35040, // 4 years in hours } export const getGCPEmissionsFactors = (): CloudConstantsEmissionsFactors => { // These emission factors take into account Google Carbon Free Energy percentage in each region. Source: https://cloud.google.com/sustainability/region-carbon if (configLoader().GCP.USE_CARBON_FREE_ENERGY_PERCENTAGE) return { [GCP_REGIONS.US_CENTRAL1]: 0.0002152373529, [GCP_REGIONS.US_CENTRAL2]: 0.0002152373529, [GCP_REGIONS.US_EAST1]: 0.0003255, [GCP_REGIONS.US_EAST4]: 0.00011124, [GCP_REGIONS.US_EAST5]: 0.00011124, [GCP_REGIONS.US_WEST1]: 0.0000072, [GCP_REGIONS.US_WEST2]: 0.0000893, [GCP_REGIONS.US_WEST3]: 0.00030912, [GCP_REGIONS.US_WEST4]: 0.00028835, [GCP_REGIONS.US_SOUTH1]: 0.0001776, [GCP_REGIONS.ASIA_EAST1]: 0.00037848, [GCP_REGIONS.ASIA_EAST2]: 0.0002592, [GCP_REGIONS.ASIA_NORTHEAST1]: 0.00038976, [GCP_REGIONS.ASIA_NORTHEAST2]: 0.00026496, [GCP_REGIONS.ASIA_NORTHEAST3]: 0.00029325, [GCP_REGIONS.ASIA_SOUTH1]: 0.000603, [GCP_REGIONS.ASIA_SOUTH2]: 0.00061732, [GCP_REGIONS.ASIA_SOUTHEAST1]: 0.00035712, [GCP_REGIONS.ASIA_SOUTHEAST2]: 0.0005046, [GCP_REGIONS.AUSTRALIA_SOUTHEAST1]: 0.00047242, [GCP_REGIONS.AUSTRALIA_SOUTHEAST2]: 0.00035949, [GCP_REGIONS.EUROPE_CENTRAL2]: 0.0004608, [GCP_REGIONS.EUROPE_NORTH1]: 0.00001143, [GCP_REGIONS.EUROPE_SOUTHWEST1]: 0.000121, [GCP_REGIONS.EUROPE_WEST1]: 0.0000198, [GCP_REGIONS.EUROPE_WEST2]: 0.00007396, [GCP_REGIONS.EUROPE_WEST3]: 0.0001076, [GCP_REGIONS.EUROPE_WEST4]: 0.00013301, [GCP_REGIONS.EUROPE_WEST6]: 0.0000129, [GCP_REGIONS.EUROPE_WEST8]: 0.000298, [GCP_REGIONS.EUROPE_WEST9]: 0.000059, [GCP_REGIONS.NORTHAMERICA_NORTHEAST1]: 0, // Montreal is 100% CFE [GCP_REGIONS.NORTHAMERICA_NORTHEAST2]: 0.00000232, [GCP_REGIONS.SOUTHAMERICA_EAST1]: 0.00002838, [GCP_REGIONS.SOUTHAMERICA_WEST1]: 0.0000589, [GCP_DUAL_REGIONS.ASIA1]: 0.00065472, // Sum of asia-northeast1 + asia-northeast2 [GCP_DUAL_REGIONS.EUR4]: 0.00014444, // Sum of europe-west4 + europe-north1 [GCP_DUAL_REGIONS.NAM4]: 0.00033732, // Sum of us-central1 + us-east1 [GCP_MULTI_REGIONS.ASIA]: 0.00139032, // Sum of region group data centers within Asia [GCP_MULTI_REGIONS.EU]: 0.00121064, // Sum of region group data centers within EU [GCP_MULTI_REGIONS.US]: 0.00143137, // Sum of all US data centers [GCP_REGIONS.UNKNOWN]: 0.0002152373529, // Average across all regions (excluding multi and dual regions) } // These emissions factors don't take into account Google's CFE%, and just use the Grid emissions factors published by Google. return { [GCP_REGIONS.US_CENTRAL1]: 0.000456, [GCP_REGIONS.US_CENTRAL2]: 0.000456, [GCP_REGIONS.US_EAST1]: 0.000434, [GCP_REGIONS.US_EAST4]: 0.000309, [GCP_REGIONS.US_EAST5]: 0.000309, [GCP_REGIONS.US_WEST1]: 0.00006, [GCP_REGIONS.US_WEST2]: 0.00019, [GCP_REGIONS.US_WEST3]: 0.000448, [GCP_REGIONS.US_WEST4]: 0.000365, [GCP_REGIONS.US_SOUTH1]: 0.000296, [GCP_REGIONS.ASIA_EAST1]: 0.000456, [GCP_REGIONS.ASIA_EAST2]: 0.00036, [GCP_REGIONS.ASIA_NORTHEAST1]: 0.000464, [GCP_REGIONS.ASIA_NORTHEAST2]: 0.000384, [GCP_REGIONS.ASIA_NORTHEAST3]: 0.000425, [GCP_REGIONS.ASIA_SOUTH1]: 0.00067, [GCP_REGIONS.ASIA_SOUTH2]: 0.000671, [GCP_REGIONS.ASIA_SOUTHEAST1]: 0.000372, [GCP_REGIONS.ASIA_SOUTHEAST2]: 0.00058, [GCP_REGIONS.AUSTRALIA_SOUTHEAST1]: 0.000598, [GCP_REGIONS.AUSTRALIA_SOUTHEAST2]: 0.000521, [GCP_REGIONS.EUROPE_CENTRAL2]: 0.000576, [GCP_REGIONS.EUROPE_NORTH1]: 0.000127, [GCP_REGIONS.EUROPE_SOUTHWEST1]: 0.000121, [GCP_REGIONS.EUROPE_WEST1]: 0.00011, [GCP_REGIONS.EUROPE_WEST2]: 0.000172, [GCP_REGIONS.EUROPE_WEST3]: 0.000269, [GCP_REGIONS.EUROPE_WEST4]: 0.000283, [GCP_REGIONS.EUROPE_WEST6]: 0.000086, [GCP_REGIONS.EUROPE_WEST8]: 0.000298, [GCP_REGIONS.EUROPE_WEST9]: 0.000059, [GCP_REGIONS.NORTHAMERICA_NORTHEAST1]: 0.000028, [GCP_REGIONS.NORTHAMERICA_NORTHEAST2]: 0.000029, [GCP_REGIONS.SOUTHAMERICA_EAST1]: 0.000129, [GCP_REGIONS.SOUTHAMERICA_WEST1]: 0.00019, [GCP_DUAL_REGIONS.ASIA1]: 0.000848, // Sum of asia-northeast1 + asia-northeast2 [GCP_DUAL_REGIONS.EUR4]: 0.00041, // Sum of europe-west4 + europe-north1 [GCP_DUAL_REGIONS.NAM4]: 0.000828, // Sum of us-central1 + us-east1 [GCP_MULTI_REGIONS.ASIA]: 0.001676, // Sum of region group data centers within Asia [GCP_MULTI_REGIONS.EU]: 0.001843, // Sum of region group data centers within EU [GCP_MULTI_REGIONS.US]: 0.002805, // Sum of all US data centers [GCP_REGIONS.UNKNOWN]: 0.0003171470588, // Average of the above regions (excludes multi/dual-regions) } }