/* * © 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.BROADWELL]: 0.71, [COMPUTE_PROCESSOR_TYPES.CASCADE_LAKE]: 0.69, [COMPUTE_PROCESSOR_TYPES.AMD_EPYC_3RD_GEN]: 0.46, [COMPUTE_PROCESSOR_TYPES.AMD_EPYC_4TH_GEN]: 0.74, [COMPUTE_PROCESSOR_TYPES.AMD_EPYC_5TH_GEN]: 0.27, [COMPUTE_PROCESSOR_TYPES.EMERALD_RAPIDS]: 0.81, [COMPUTE_PROCESSOR_TYPES.GRANITE_RAPIDS]: 0.58, [COMPUTE_PROCESSOR_TYPES.HASWELL]: 1.86, [COMPUTE_PROCESSOR_TYPES.ICELAKE]: 0.77, [COMPUTE_PROCESSOR_TYPES.IVY_BRIDGE]: 1.71, [COMPUTE_PROCESSOR_TYPES.SANDY_BRIDGE]: 2.21, [COMPUTE_PROCESSOR_TYPES.SAPPHIRE_RAPIDS]: 1.04, [COMPUTE_PROCESSOR_TYPES.SKYLAKE]: 0.61, // GPUs (GPUWatt Idle = min, GPUWatt 100% = max) [COMPUTE_PROCESSOR_TYPES.NVIDIA_GB300]: 168, [COMPUTE_PROCESSOR_TYPES.NVIDIA_GB200]: 120, [COMPUTE_PROCESSOR_TYPES.NVIDIA_B200]: 120, [COMPUTE_PROCESSOR_TYPES.NVIDIA_H200]: 84, [COMPUTE_PROCESSOR_TYPES.NVIDIA_H100]: 84, [COMPUTE_PROCESSOR_TYPES.NVIDIA_TESLA_A100]: 48, [COMPUTE_PROCESSOR_TYPES.NVIDIA_RTX_PRO_6000]: 72, [COMPUTE_PROCESSOR_TYPES.NVIDIA_L4]: 8.64, [COMPUTE_PROCESSOR_TYPES.NVIDIA_T4]: 8.4, [COMPUTE_PROCESSOR_TYPES.NVIDIA_TESLA_V100]: 30, [COMPUTE_PROCESSOR_TYPES.NVIDIA_TESLA_P100]: 30, [COMPUTE_PROCESSOR_TYPES.NVIDIA_TESLA_P4]: 9, }, 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.BROADWELL]: 3.39, [COMPUTE_PROCESSOR_TYPES.CASCADE_LAKE]: 3.75, [COMPUTE_PROCESSOR_TYPES.AMD_EPYC_3RD_GEN]: 1.83, [COMPUTE_PROCESSOR_TYPES.AMD_EPYC_4TH_GEN]: 2.2, [COMPUTE_PROCESSOR_TYPES.AMD_EPYC_5TH_GEN]: 1.36, [COMPUTE_PROCESSOR_TYPES.EMERALD_RAPIDS]: 4.38, [COMPUTE_PROCESSOR_TYPES.GRANITE_RAPIDS]: 2.37, [COMPUTE_PROCESSOR_TYPES.HASWELL]: 5.56, [COMPUTE_PROCESSOR_TYPES.ICELAKE]: 3.65, [COMPUTE_PROCESSOR_TYPES.IVY_BRIDGE]: 5.51, [COMPUTE_PROCESSOR_TYPES.SANDY_BRIDGE]: 8.6, [COMPUTE_PROCESSOR_TYPES.SAPPHIRE_RAPIDS]: 4.06, [COMPUTE_PROCESSOR_TYPES.SKYLAKE]: 3.87, // GPUs (GPUWatt Idle = min, GPUWatt 100% = max) [COMPUTE_PROCESSOR_TYPES.NVIDIA_GB300]: 1428, [COMPUTE_PROCESSOR_TYPES.NVIDIA_GB200]: 1020, [COMPUTE_PROCESSOR_TYPES.NVIDIA_B200]: 1020, [COMPUTE_PROCESSOR_TYPES.NVIDIA_H200]: 714, [COMPUTE_PROCESSOR_TYPES.NVIDIA_H100]: 714, [COMPUTE_PROCESSOR_TYPES.NVIDIA_TESLA_A100]: 408, [COMPUTE_PROCESSOR_TYPES.NVIDIA_RTX_PRO_6000]: 612, [COMPUTE_PROCESSOR_TYPES.NVIDIA_L4]: 73.44, [COMPUTE_PROCESSOR_TYPES.NVIDIA_T4]: 71.4, [COMPUTE_PROCESSOR_TYPES.NVIDIA_TESLA_V100]: 255, [COMPUTE_PROCESSOR_TYPES.NVIDIA_TESLA_P100]: 255, [COMPUTE_PROCESSOR_TYPES.NVIDIA_TESLA_P4]: 76.5, }, 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]: 0.0000537, [GCP_REGIONS.US_CENTRAL2]: 0.0000446, [GCP_REGIONS.US_EAST1]: 0.0003974, [GCP_REGIONS.US_EAST4]: 0.0001227, [GCP_REGIONS.US_EAST5]: 0.0001227, [GCP_REGIONS.US_WEST1]: 0.0000103, [GCP_REGIONS.US_WEST2]: 0.0000625, [GCP_REGIONS.US_WEST3]: 0.0003719, [GCP_REGIONS.US_WEST4]: 0.0001285, [GCP_REGIONS.US_SOUTH1]: 0.0000182, [GCP_REGIONS.ASIA_EAST1]: 0.0003644, [GCP_REGIONS.ASIA_EAST2]: 0.0005, [GCP_REGIONS.ASIA_NORTHEAST1]: 0.000376, [GCP_REGIONS.ASIA_NORTHEAST2]: 0.0001598, [GCP_REGIONS.ASIA_NORTHEAST3]: 0.0002249, [GCP_REGIONS.ASIA_SOUTH1]: 0.0006179, [GCP_REGIONS.ASIA_SOUTH2]: 0.0003777, [GCP_REGIONS.ASIA_SOUTHEAST1]: 0.0003523, [GCP_REGIONS.ASIA_SOUTHEAST2]: 0.00046, [GCP_REGIONS.AUSTRALIA_SOUTHEAST1]: 0.0003287, [GCP_REGIONS.AUSTRALIA_SOUTHEAST2]: 0.0002769, [GCP_REGIONS.EUROPE_CENTRAL2]: 0.0003858, [GCP_REGIONS.EUROPE_NORTH1]: 0.0000008, [GCP_REGIONS.EUROPE_SOUTHWEST1]: 0.0000116, [GCP_REGIONS.EUROPE_WEST1]: 0.0000165, [GCP_REGIONS.EUROPE_WEST2]: 0.0000223, [GCP_REGIONS.EUROPE_WEST3]: 0.0000883, [GCP_REGIONS.EUROPE_WEST4]: 0.0000355, [GCP_REGIONS.EUROPE_WEST6]: 0.0000003, [GCP_REGIONS.EUROPE_WEST8]: 0.0000545, [GCP_REGIONS.EUROPE_WEST9]: 0.0000006, [GCP_REGIONS.EUROPE_WEST10]: 0.0000883, [GCP_REGIONS.EUROPE_WEST12]: 0.0000545, [GCP_REGIONS.NORTHAMERICA_NORTHEAST1]: 0.0000001, // Montreal is 100% CFE [GCP_REGIONS.NORTHAMERICA_NORTHEAST2]: 0.0000094, [GCP_REGIONS.SOUTHAMERICA_EAST1]: 0.000008, [GCP_REGIONS.SOUTHAMERICA_WEST1]: 0.000019, [GCP_REGIONS.AFRICA_SOUTH1]: 0.0005585, [GCP_REGIONS.EUROPE_NORTH2]: 0, [GCP_REGIONS.MIDDLEEAST_CENTRAL1]: 0.0003623, [GCP_REGIONS.MIDDLEEAST_CENTRAL2]: 0.0003782, [GCP_REGIONS.MIDDLEEAST_WEST1]: 0.0004036, [GCP_REGIONS.NORTHAMERICA_SOUTH1]: 0.0002471, [GCP_REGIONS.US_EAST2]: 0.0001972, [GCP_DUAL_REGIONS.ASIA1]: 0.0005358, // Sum of asia-northeast1 + asia-northeast2 [GCP_DUAL_REGIONS.EUR4]: 0.0000363, // Sum of europe-west4 + europe-north1 [GCP_DUAL_REGIONS.NAM4]: 0.0004511, // Sum of us-central1 + us-east1 [GCP_MULTI_REGIONS.ASIA]: 0.002473, // Sum of region group data centers within Asia [GCP_MULTI_REGIONS.EU]: 0.0007364, // Sum of EU region data centers (BE, FI, SE, ES, DE, NL, IT, FR, PL) [GCP_MULTI_REGIONS.US]: 0.0015297, // Sum of all US data centers [GCP_REGIONS.UNKNOWN]: 0.0001889431818, // 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]: 0.000413, [GCP_REGIONS.US_CENTRAL2]: 0.000372, [GCP_REGIONS.US_EAST1]: 0.000576, [GCP_REGIONS.US_EAST4]: 0.000323, [GCP_REGIONS.US_EAST5]: 0.000323, [GCP_REGIONS.US_WEST1]: 0.000079, [GCP_REGIONS.US_WEST2]: 0.000169, [GCP_REGIONS.US_WEST3]: 0.000555, [GCP_REGIONS.US_WEST4]: 0.000357, [GCP_REGIONS.US_SOUTH1]: 0.000303, [GCP_REGIONS.ASIA_EAST1]: 0.000439, [GCP_REGIONS.ASIA_EAST2]: 0.000505, [GCP_REGIONS.ASIA_NORTHEAST1]: 0.000453, [GCP_REGIONS.ASIA_NORTHEAST2]: 0.000296, [GCP_REGIONS.ASIA_NORTHEAST3]: 0.000357, [GCP_REGIONS.ASIA_SOUTH1]: 0.000679, [GCP_REGIONS.ASIA_SOUTH2]: 0.000532, [GCP_REGIONS.ASIA_SOUTHEAST1]: 0.000367, [GCP_REGIONS.ASIA_SOUTHEAST2]: 0.000561, [GCP_REGIONS.AUSTRALIA_SOUTHEAST1]: 0.000498, [GCP_REGIONS.AUSTRALIA_SOUTHEAST2]: 0.000454, [GCP_REGIONS.EUROPE_CENTRAL2]: 0.000643, [GCP_REGIONS.EUROPE_NORTH1]: 0.000039, [GCP_REGIONS.EUROPE_SOUTHWEST1]: 0.000089, [GCP_REGIONS.EUROPE_WEST1]: 0.000103, [GCP_REGIONS.EUROPE_WEST2]: 0.000106, [GCP_REGIONS.EUROPE_WEST3]: 0.000276, [GCP_REGIONS.EUROPE_WEST4]: 0.000209, [GCP_REGIONS.EUROPE_WEST6]: 0.000015, [GCP_REGIONS.EUROPE_WEST8]: 0.000202, [GCP_REGIONS.EUROPE_WEST9]: 0.000016, [GCP_REGIONS.EUROPE_WEST10]: 0.000276, [GCP_REGIONS.EUROPE_WEST12]: 0.000202, [GCP_REGIONS.NORTHAMERICA_NORTHEAST1]: 0.000005, [GCP_REGIONS.NORTHAMERICA_NORTHEAST2]: 0.000059, [GCP_REGIONS.SOUTHAMERICA_EAST1]: 0.000067, [GCP_REGIONS.SOUTHAMERICA_WEST1]: 0.000238, [GCP_REGIONS.AFRICA_SOUTH1]: 0.000657, [GCP_REGIONS.EUROPE_NORTH2]: 0.000003, [GCP_REGIONS.MIDDLEEAST_CENTRAL1]: 0.000366, [GCP_REGIONS.MIDDLEEAST_CENTRAL2]: 0.000382, [GCP_REGIONS.MIDDLEEAST_WEST1]: 0.000434, [GCP_REGIONS.NORTHAMERICA_SOUTH1]: 0.000305, [GCP_REGIONS.US_EAST2]: 0.00034, [GCP_DUAL_REGIONS.ASIA1]: 0.000749, // Sum of asia-northeast1 + asia-northeast2 [GCP_DUAL_REGIONS.EUR4]: 0.000248, // Sum of europe-west4 + europe-north1 [GCP_DUAL_REGIONS.NAM4]: 0.000989, // Sum of us-central1 + us-east1 [GCP_MULTI_REGIONS.ASIA]: 0.003123, // Sum of region group data centers within Asia [GCP_MULTI_REGIONS.EU]: 0.002058, // Sum of EU region data centers (BE, FI, SE, ES, DE, NL, IT, FR, PL) [GCP_MULTI_REGIONS.US]: 0.00381, // Sum of all US data centers [GCP_REGIONS.UNKNOWN]: 0.0003100681818, // Average of the above regions (excludes multi/dual-regions) } }