From 5d86a54687172493c6c9e475892a90527ce43934 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 31 Jul 2023 06:24:03 +0530 Subject: [PATCH 01/62] Export ccf Signed-off-by: Gnanakeethan --- src/lib/index.ts | 1 + 1 file changed, 1 insertion(+) diff --git a/src/lib/index.ts b/src/lib/index.ts index d4ff81367..99bddf1ab 100644 --- a/src/lib/index.ts +++ b/src/lib/index.ts @@ -1 +1,2 @@ export * from './boavizta'; +export * from './ccf'; From 0ec8387d8b6a5b0c67bf25ec8bfdabf29756248a Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 31 Jul 2023 10:34:13 +0530 Subject: [PATCH 02/62] Update git modules Signed-off-by: Gnanakeethan --- .gitmodules | 3 +++ 1 file changed, 3 insertions(+) create mode 100644 .gitmodules diff --git a/.gitmodules b/.gitmodules new file mode 100644 index 000000000..2e865f10a --- /dev/null +++ b/.gitmodules @@ -0,0 +1,3 @@ +[submodule "ccf-coefficients"] + path = third-party/ccf-coefficients + url = https://github.com/cloud-carbon-footprint/ccf-coefficients From 6f8d96b630d564d16880babd318ecf3b111b71cb Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 31 Jul 2023 10:36:35 +0530 Subject: [PATCH 03/62] Remove submodule Signed-off-by: Gnanakeethan --- .gitmodules | 3 --- 1 file changed, 3 deletions(-) delete mode 100644 .gitmodules diff --git a/.gitmodules b/.gitmodules deleted file mode 100644 index 2e865f10a..000000000 --- a/.gitmodules +++ /dev/null @@ -1,3 +0,0 @@ -[submodule "ccf-coefficients"] - path = third-party/ccf-coefficients - url = https://github.com/cloud-carbon-footprint/ccf-coefficients From 1fc903acb357652c07ed6d4f7d5c0a393cd52498 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 31 Jul 2023 10:39:41 +0530 Subject: [PATCH 04/62] Add module path Signed-off-by: Gnanakeethan --- .gitmodules | 3 +++ third-party/ccf-coefficients | 1 + 2 files changed, 4 insertions(+) create mode 100644 .gitmodules create mode 160000 third-party/ccf-coefficients diff --git a/.gitmodules b/.gitmodules new file mode 100644 index 000000000..8f4f4893f --- /dev/null +++ b/.gitmodules @@ -0,0 +1,3 @@ +[submodule "third-party/ccf-coefficients"] + path = third-party/ccf-coefficients + url = https://github.com/cloud-carbon-footprint/ccf-coefficients diff --git a/third-party/ccf-coefficients b/third-party/ccf-coefficients new file mode 160000 index 000000000..b2e0e956e --- /dev/null +++ b/third-party/ccf-coefficients @@ -0,0 +1 @@ +Subproject commit b2e0e956e060a81d08be4e39967719bf386e2133 From af28da79e687381744257b18da954b1df40f4f63 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 31 Jul 2023 11:37:18 +0530 Subject: [PATCH 05/62] ccf Signed-off-by: Gnanakeethan --- Makefile | 10 +++++ src/lib/ccf/aws-embodied.json | 1 + src/lib/ccf/aws-instances.json | 1 + src/lib/ccf/azure-embodied.json | 1 + src/lib/ccf/azure-instances.json | 1 + src/lib/ccf/gcp-embodied.json | 1 + src/lib/ccf/gcp-instances.json | 1 + src/lib/ccf/index.test.ts | 12 ++++++ src/lib/ccf/index.ts | 66 ++++++++++++++++++++++++++++++++ 9 files changed, 94 insertions(+) create mode 100644 Makefile create mode 100644 src/lib/ccf/aws-embodied.json create mode 100644 src/lib/ccf/aws-instances.json create mode 100644 src/lib/ccf/azure-embodied.json create mode 100644 src/lib/ccf/azure-instances.json create mode 100644 src/lib/ccf/gcp-embodied.json create mode 100644 src/lib/ccf/gcp-instances.json create mode 100644 src/lib/ccf/index.test.ts create mode 100644 src/lib/ccf/index.ts diff --git a/Makefile b/Makefile new file mode 100644 index 000000000..991890309 --- /dev/null +++ b/Makefile @@ -0,0 +1,10 @@ + + + +ccf-data: + cat third-party/ccf-coefficients/data/aws-instances.csv | python -c 'import csv, json, sys; print(json.dumps([dict(r) for r in csv.DictReader(sys.stdin)]))' > lib/ccf/aws-instances.json + cat third-party/ccf-coefficients/output/coefficients-aws-embodied.csv | python -c 'import csv, json, sys; print(json.dumps([dict(r) for r in csv.DictReader(sys.stdin)]))' > lib/ccf/aws-embodied.json + cat third-party/ccf-coefficients/data/gcp-instances.csv | python -c 'import csv, json, sys; print(json.dumps([dict(r) for r in csv.DictReader(sys.stdin)]))' > lib/ccf/gcp-instances.json + cat third-party/ccf-coefficients/output/coefficients-gcp-embodied.csv | python -c 'import csv, json, sys; print(json.dumps([dict(r) for r in csv.DictReader(sys.stdin)]))' > lib/ccf/gcp-embodied.json + cat third-party/ccf-coefficients/data/azure-instances.csv | python -c 'import csv, json, sys; print(json.dumps([dict(r) for r in csv.DictReader(sys.stdin)]))' > lib/ccf/azure-instances.json + cat third-party/ccf-coefficients/output/coefficients-azure-embodied.csv | python -c 'import csv, json, sys; print(json.dumps([dict(r) for r in csv.DictReader(sys.stdin)]))' > lib/ccf/azure-embodied.json diff --git a/src/lib/ccf/aws-embodied.json b/src/lib/ccf/aws-embodied.json new file mode 100644 index 000000000..97c96a2c1 --- /dev/null +++ b/src/lib/ccf/aws-embodied.json @@ -0,0 +1 @@ +[{"": "0", "type": "a1.medium", 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"g1-small", "Microarchitecture": "Broadwell", "Instance vCPUs": "1", "Instance Memory": "1.70", "Platform vCPUs (highest vCPU possible)": "96", "Platform Memory": "360", "Platform Storage Info (SSD?)": "No", "Platform Storage Type": "Non-SSD", "Platform (largest instance) Storage Drive quantity": "0", "Instance GPUs": "0", "Platform GPU": "0"}, {"Machine Family": "n1 Shared-core", "Machine type": "g1-small", "Microarchitecture": "Haswell", "Instance vCPUs": "1", "Instance Memory": "1.70", "Platform vCPUs (highest vCPU possible)": "96", "Platform Memory": "360", "Platform Storage Info (SSD?)": "No", "Platform Storage Type": "Non-SSD", "Platform (largest instance) Storage Drive quantity": "0", "Instance GPUs": "0", "Platform GPU": "0"}, {"Machine Family": "n1 Shared-core", "Machine type": "g1-small", "Microarchitecture": "Ivy Bridge", "Instance vCPUs": "1", "Instance Memory": "1.70", "Platform vCPUs (highest vCPU possible)": "96", "Platform Memory": "360", "Platform Storage Info (SSD?)": 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{"Machine Family": "m1", "Machine type": "m1-megamem-96", "Microarchitecture": "Skylake", "Instance vCPUs": "96", "Instance Memory": "1433.6", "Platform vCPUs (highest vCPU possible)": "160", "Platform Memory": "1433.6", "Platform Storage Info (SSD?)": "Yes", "Platform Storage Type": "SSD", "Platform (largest instance) Storage Drive quantity": "1", "Instance GPUs": "0", "Platform GPU": "0"}, {"Machine Family": "m1", "Machine type": "m1-megamem-96", "Microarchitecture": "Broadwell", "Instance vCPUs": "96", "Instance Memory": "1433.6", "Platform vCPUs (highest vCPU possible)": "160", "Platform Memory": "1433.6", "Platform Storage Info (SSD?)": "Yes", "Platform Storage Type": "SSD", "Platform (largest instance) Storage Drive quantity": "1", "Instance GPUs": "0", "Platform GPU": "0"}, {"Machine Family": "m2", "Machine type": "m2-ultramem-208", "Microarchitecture": "Cascade Lake", "Instance vCPUs": "208", "Instance Memory": "5.888", "Platform vCPUs (highest vCPU possible)": "416", "Platform Memory": "11.776", "Platform Storage Info (SSD?)": "No", "Platform Storage Type": "Non-SSD", "Platform (largest instance) Storage Drive quantity": "0", "Instance GPUs": "0", "Platform GPU": "0"}, {"Machine Family": "m2", "Machine type": "m2-ultramem-416", "Microarchitecture": "Cascade Lake", "Instance vCPUs": "416", "Instance Memory": "11.776", "Platform vCPUs (highest vCPU possible)": "416", "Platform Memory": "11.776", "Platform Storage Info (SSD?)": "No", "Platform Storage Type": "Non-SSD", "Platform (largest instance) Storage Drive quantity": "0", "Instance GPUs": "0", "Platform GPU": "0"}, {"Machine Family": "m2", "Machine type": "m2-megamem-416", "Microarchitecture": "Cascade Lake", "Instance vCPUs": "416", "Instance Memory": "5.888", "Platform vCPUs (highest vCPU possible)": "416", "Platform Memory": "11.776", "Platform Storage Info (SSD?)": "No", "Platform Storage Type": "Non-SSD", "Platform (largest instance) Storage Drive quantity": "0", "Instance GPUs": "0", "Platform GPU": "0"}, {"Machine Family": "Accelorator-optimized highgpu", "Machine type": "a2-highgpu-1g", "Microarchitecture": "Cascade Lake", "Instance vCPUs": "12", "Instance Memory": "85", "Platform vCPUs (highest vCPU possible)": "96", "Platform Memory": "1360", "Platform Storage Info (SSD?)": "Yes", "Platform Storage Type": "SSD", "Platform (largest instance) Storage Drive quantity": "1", "Instance GPUs": "1", "Platform GPU": "16"}, {"Machine Family": "Accelorator-optimized highgpu", "Machine type": "a2-highgpu-2g", "Microarchitecture": "Cascade Lake", "Instance vCPUs": "24", "Instance Memory": "170", "Platform vCPUs (highest vCPU possible)": "96", "Platform Memory": "1360", "Platform Storage Info (SSD?)": "Yes", "Platform Storage Type": "SSD", "Platform (largest instance) Storage Drive quantity": "1", "Instance GPUs": "2", "Platform GPU": "16"}, {"Machine Family": "Accelorator-optimized highgpu", "Machine type": "a2-highgpu-4g", "Microarchitecture": "Cascade Lake", "Instance vCPUs": "48", "Instance Memory": "340", "Platform vCPUs (highest vCPU possible)": "96", "Platform Memory": "1360", "Platform Storage Info (SSD?)": "Yes", "Platform Storage Type": "SSD", "Platform (largest instance) Storage Drive quantity": "1", "Instance GPUs": "4", "Platform GPU": "16"}, {"Machine Family": "Accelorator-optimized highgpu", "Machine type": "a2-highgpu-8g", "Microarchitecture": "Cascade Lake", "Instance vCPUs": "96", "Instance Memory": "680", "Platform vCPUs (highest vCPU possible)": "96", "Platform Memory": "1360", "Platform Storage Info (SSD?)": "Yes", "Platform Storage Type": "SSD", "Platform (largest instance) Storage Drive quantity": "1", "Instance GPUs": "8", "Platform GPU": "16"}, {"Machine Family": "Accelorator-optimized megagpu", "Machine type": "a2-megagpu-16g", "Microarchitecture": "Cascade Lake", "Instance vCPUs": "96", "Instance Memory": "1360", "Platform vCPUs (highest vCPU possible)": "96", "Platform Memory": "1360", "Platform Storage Info (SSD?)": "Yes", "Platform Storage Type": "SSD", "Platform (largest instance) Storage Drive quantity": "1", "Instance GPUs": "16", "Platform GPU": "16"}] diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts new file mode 100644 index 000000000..d622f5d1a --- /dev/null +++ b/src/lib/ccf/index.test.ts @@ -0,0 +1,12 @@ +import {describe, jest, test} from '@jest/globals'; +import {CloudCarbonFootprint} from "./index"; + +jest.setTimeout(30000); + +describe('ccf:configure test', () => { + + test('initialize without params should throw error', async () => { + const impactModel = new CloudCarbonFootprint(); + await impactModel.configure('test'); + }); +}); diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts new file mode 100644 index 000000000..cd7d439d2 --- /dev/null +++ b/src/lib/ccf/index.ts @@ -0,0 +1,66 @@ +import {IImpactModelInterface} from "../interfaces"; +import * as aws_instances from './aws-instances.json'; +import * as gcp_instances from './gcp-instances.json'; +import * as azure_instances from './azure-instances.json'; + +export class CloudCarbonFootprint implements IImpactModelInterface { + authParams: object | undefined; + name: string | undefined; + computeInstances: { [key: string]: any } = {}; + + constructor() { + this.standardizeInstanceMetrics(); + } + + authenticate(authParams: object): void { + this.authParams = authParams; + } + + async configure(name: string, staticParams: object | undefined = undefined): Promise { + console.log(name, staticParams) + // if ('provider' in staticParams) { + // + // } + console.log(aws_instances); + console.log(azure_instances); + console.log(gcp_instances); + return this; + } + + calculate(observations: object | object[] | undefined): Promise { + console.log(observations); + return Promise.resolve({}); + } + + + modelIdentifier(): string { + return "ccf.cloud.sci"; + } + + standardizeInstanceMetrics() { + this.computeInstances['aws'] = {}; + this.computeInstances['gcp'] = {}; + this.computeInstances['azure'] = {}; + aws_instances.forEach((instance: { [key: string]: any }) => { + this.computeInstances['aws'][instance['Instance Type']] = { + 'instance_idle': instance['Instance @ Idle'], + 'instance_10': instance['Instance @ 10%'], + 'instance_50': instance['Instance @ 50%'], + 'instance_100': instance['Instance @ 100%'], + 'cpu': instance['Instance vCPU'], + }; + }); + console.log(this.computeInstances); + // for (let instance: { [key: string]: any } of aws_instances) { + // this.computeInstances[instance['Instance Type']] = { + // "cpu": instance.vcpu, + // "memory": instance.memory, + // "storage": instance.storage, + // "network": instance.network_performance, + // "cost": instance.pricing.on_demand, + // "provider": "aws" + // } + // } + } + +} From 4b12234ba4ca3cc36fb20f1de6c9f469600cb8e2 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 1 Aug 2023 10:13:52 +0530 Subject: [PATCH 06/62] Adding gcp use json Signed-off-by: Gnanakeethan --- Makefile | 2 ++ src/lib/ccf/azure-use.json | 1 + src/lib/ccf/gcp-use.json | 1 + src/lib/ccf/index.ts | 33 ++++++++++++++++----------------- 4 files changed, 20 insertions(+), 17 deletions(-) create mode 100644 src/lib/ccf/azure-use.json create mode 100644 src/lib/ccf/gcp-use.json diff --git a/Makefile b/Makefile index 991890309..ed6b457bf 100644 --- a/Makefile +++ b/Makefile @@ -5,6 +5,8 @@ ccf-data: cat third-party/ccf-coefficients/data/aws-instances.csv | python -c 'import csv, json, sys; print(json.dumps([dict(r) for r in csv.DictReader(sys.stdin)]))' > lib/ccf/aws-instances.json cat third-party/ccf-coefficients/output/coefficients-aws-embodied.csv | python -c 'import csv, json, sys; print(json.dumps([dict(r) for r in csv.DictReader(sys.stdin)]))' > lib/ccf/aws-embodied.json cat third-party/ccf-coefficients/data/gcp-instances.csv | python -c 'import csv, json, sys; print(json.dumps([dict(r) for r in csv.DictReader(sys.stdin)]))' > lib/ccf/gcp-instances.json + cat third-party/ccf-coefficients/output/coefficients-gcp-use.csv | python -c 'import csv, json, sys; print(json.dumps([dict(r) for r in csv.DictReader(sys.stdin)]))' > lib/ccf/gcp-use.json cat third-party/ccf-coefficients/output/coefficients-gcp-embodied.csv | python -c 'import csv, json, sys; print(json.dumps([dict(r) for r in csv.DictReader(sys.stdin)]))' > lib/ccf/gcp-embodied.json cat third-party/ccf-coefficients/data/azure-instances.csv | python -c 'import csv, json, sys; print(json.dumps([dict(r) for r in csv.DictReader(sys.stdin)]))' > lib/ccf/azure-instances.json + cat third-party/ccf-coefficients/output/coefficients-azure-use.csv | python -c 'import csv, json, sys; print(json.dumps([dict(r) for r in csv.DictReader(sys.stdin)]))' > lib/ccf/azure-use.json cat third-party/ccf-coefficients/output/coefficients-azure-embodied.csv | python -c 'import csv, json, sys; print(json.dumps([dict(r) for r in csv.DictReader(sys.stdin)]))' > lib/ccf/azure-embodied.json diff --git a/src/lib/ccf/azure-use.json b/src/lib/ccf/azure-use.json new file mode 100644 index 000000000..b9698522b --- /dev/null +++ b/src/lib/ccf/azure-use.json @@ -0,0 +1 @@ +[{"": "0", "Architecture": "EPYC 3rd Gen", "Min Watts": "0.44538981119791665", "Max Watts": "2.0193277994791665", "GB/Chip": "128.0"}, {"": "1", "Architecture": "Haswell", "Min Watts": "1.9005681818181814", "Max Watts": "6.012910353535353", "GB/Chip": "27.310344827586206"}, {"": "2", "Architecture": "Cascade Lake", "Min Watts": "0.6389493581523519", "Max Watts": "3.9673047343937564", "GB/Chip": "98.11764705882354"}, {"": "3", "Architecture": "Skylake", "Min Watts": "0.6446044454253452", "Max Watts": "4.193436438541878", "GB/Chip": "80.43037974683544"}, {"": "4", "Architecture": "Broadwell", "Min Watts": "0.7128342245989304", "Max Watts": "3.6853275401069516", "GB/Chip": "69.6470588235294"}, {"": "5", "Architecture": "EPYC 2nd Gen", "Min Watts": "0.4742621527777778", "Max Watts": "1.6929615162037037", "GB/Chip": "129.77777777777777"}, {"": "6", "Architecture": "Coffee Lake", "Min Watts": "1.138425925925926", "Max Watts": "5.421759259259258", "GB/Chip": "19.555555555555557"}, {"": "7", "Architecture": "EPYC 1st Gen", "Min Watts": "0.82265625", "Max Watts": "2.553125", "GB/Chip": "89.6"}] diff --git a/src/lib/ccf/gcp-use.json b/src/lib/ccf/gcp-use.json new file mode 100644 index 000000000..5022ade81 --- /dev/null +++ b/src/lib/ccf/gcp-use.json @@ -0,0 +1 @@ +[{"": "0", "Architecture": "Skylake", "Min Watts": "0.6446044454253452", "Max Watts": "3.8984738056304855", "GB/Chip": "80.43037974683544"}, {"": "1", "Architecture": "Broadwell", "Min Watts": "0.7128342245989304", "Max Watts": "3.3857473048128344", "GB/Chip": "69.6470588235294"}, {"": "2", "Architecture": "Haswell", "Min Watts": "1.9005681818181814", "Max Watts": "5.9688982156043195", "GB/Chip": "27.310344827586206"}, {"": "3", "Architecture": "EPYC 2nd Gen", "Min Watts": "0.4742621527777778", "Max Watts": "1.5751872939814815", "GB/Chip": "129.77777777777777"}, {"": "4", "Architecture": "Cascade Lake", "Min Watts": "0.6389493581523519", "Max Watts": "3.6424520285114035", "GB/Chip": "98.11764705882354"}, {"": "5", "Architecture": "EPYC 3rd Gen", "Min Watts": "0.44538981119791665", "Max Watts": "1.8719357994791666", "GB/Chip": "128.0"}, {"": "6", "Architecture": "Ivy Bridge", "Min Watts": "3.0369270833333335", "Max Watts": "8.199689511111112", "GB/Chip": "14.933333333333334"}, {"": "7", "Architecture": "Sandy Bridge", "Min Watts": "2.1694411458333334", "Max Watts": "8.550185877430936", "GB/Chip": "16.480916030534353"}] diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index cd7d439d2..2cbffc10c 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -18,12 +18,6 @@ export class CloudCarbonFootprint implements IImpactModelInterface { async configure(name: string, staticParams: object | undefined = undefined): Promise { console.log(name, staticParams) - // if ('provider' in staticParams) { - // - // } - console.log(aws_instances); - console.log(azure_instances); - console.log(gcp_instances); return this; } @@ -42,7 +36,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { this.computeInstances['gcp'] = {}; this.computeInstances['azure'] = {}; aws_instances.forEach((instance: { [key: string]: any }) => { - this.computeInstances['aws'][instance['Instance Type']] = { + this.computeInstances['aws'][instance['Instance type']] = { 'instance_idle': instance['Instance @ Idle'], 'instance_10': instance['Instance @ 10%'], 'instance_50': instance['Instance @ 50%'], @@ -50,17 +44,22 @@ export class CloudCarbonFootprint implements IImpactModelInterface { 'cpu': instance['Instance vCPU'], }; }); + gcp_instances.forEach((instance: { [key: string]: any }) => { + this.computeInstances['gcp'][instance['Machine type']] = { + // 'instance_idle': instance['Instance @ Idle'], + // 'instance_10': instance['Instance @ 10%'], + // 'instance_50': instance['Instance @ 50%'], + // 'instance_100': instance['Instance @ 100%'], + 'cpu': instance['Instance vCPU'], + }; + console.log(instance); + }); + azure_instances.forEach((instance: { [key: string]: any }) => { + if ('Instance Type' in instance) { + + } + }); console.log(this.computeInstances); - // for (let instance: { [key: string]: any } of aws_instances) { - // this.computeInstances[instance['Instance Type']] = { - // "cpu": instance.vcpu, - // "memory": instance.memory, - // "storage": instance.storage, - // "network": instance.network_performance, - // "cost": instance.pricing.on_demand, - // "provider": "aws" - // } - // } } } From cccb9f68f26d7fc4144bd0c2da284695488bbc3b Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 1 Aug 2023 10:46:30 +0530 Subject: [PATCH 07/62] Standardize Instance metrics. Signed-off-by: Gnanakeethan --- Makefile | 1 + src/lib/ccf/aws-use.json | 1 + src/lib/ccf/azure-use.json | 59 +++++++++++++++++++++++++++++- src/lib/ccf/index.ts | 73 +++++++++++++++++++++++++++++++------- 4 files changed, 120 insertions(+), 14 deletions(-) create mode 100644 src/lib/ccf/aws-use.json diff --git a/Makefile b/Makefile index ed6b457bf..375dcdf3f 100644 --- a/Makefile +++ b/Makefile @@ -3,6 +3,7 @@ ccf-data: cat third-party/ccf-coefficients/data/aws-instances.csv | python -c 'import csv, json, sys; print(json.dumps([dict(r) for r in csv.DictReader(sys.stdin)]))' > lib/ccf/aws-instances.json + cat third-party/ccf-coefficients/output/coefficients-aws-use.csv | python -c 'import csv, json, sys; print(json.dumps([dict(r) for r in csv.DictReader(sys.stdin)]))' > lib/ccf/aws-use.json cat third-party/ccf-coefficients/output/coefficients-aws-embodied.csv | python -c 'import csv, json, sys; print(json.dumps([dict(r) for r in csv.DictReader(sys.stdin)]))' > lib/ccf/aws-embodied.json cat third-party/ccf-coefficients/data/gcp-instances.csv | python -c 'import csv, json, sys; print(json.dumps([dict(r) for r in csv.DictReader(sys.stdin)]))' > lib/ccf/gcp-instances.json cat third-party/ccf-coefficients/output/coefficients-gcp-use.csv | python -c 'import csv, json, sys; print(json.dumps([dict(r) for r in csv.DictReader(sys.stdin)]))' > lib/ccf/gcp-use.json diff --git a/src/lib/ccf/aws-use.json b/src/lib/ccf/aws-use.json new file mode 100644 index 000000000..8ea821234 --- /dev/null +++ b/src/lib/ccf/aws-use.json @@ -0,0 +1 @@ +[{"": "0", "Architecture": "Graviton", "Min Watts": "0.4742621527777778", "Max Watts": "1.6929615162037037", "GB/Chip": "129.77777777777777"}, {"": "1", "Architecture": "Ivy Bridge", "Min Watts": "3.0369270833333335", "Max Watts": "8.248611111111112", "GB/Chip": "14.933333333333334"}, {"": "2", "Architecture": "Sandy Bridge", "Min Watts": "2.1694411458333334", "Max Watts": "8.575357663690477", "GB/Chip": "16.480916030534353"}, {"": "3", "Architecture": "Haswell", "Min Watts": "1.9005681818181814", "Max Watts": "6.012910353535353", "GB/Chip": "27.310344827586206"}, {"": "4", "Architecture": "Sky Lake", "Min Watts": "0.6446044454253452", "Max Watts": "4.193436438541878", "GB/Chip": "80.43037974683544"}, {"": "5", "Architecture": "Cascade Lake", "Min Watts": "0.6389493581523519", "Max Watts": "3.9673047343937564", "GB/Chip": "98.11764705882354"}, {"": "6", "Architecture": "EPYC 2nd Gen", "Min Watts": "0.4742621527777778", "Max Watts": "1.6929615162037037", "GB/Chip": "129.77777777777777"}, {"": "7", "Architecture": "Graviton2", "Min Watts": "0.4742621527777778", "Max Watts": "1.6929615162037037", "GB/Chip": "129.77777777777777"}, {"": "8", "Architecture": "Broadwell", "Min Watts": "0.7128342245989304", "Max Watts": "3.6853275401069516", "GB/Chip": "69.6470588235294"}, {"": "9", "Architecture": "EPYC 1st Gen", "Min Watts": "0.82265625", "Max Watts": "2.553125", "GB/Chip": "89.6"}, {"": "10", "Architecture": "Coffee Lake", "Min Watts": "1.138425925925926", "Max Watts": "5.421759259259258", "GB/Chip": "19.555555555555557"}] diff --git a/src/lib/ccf/azure-use.json b/src/lib/ccf/azure-use.json index b9698522b..6429775f3 100644 --- a/src/lib/ccf/azure-use.json +++ b/src/lib/ccf/azure-use.json @@ -1 +1,58 @@ -[{"": "0", "Architecture": "EPYC 3rd Gen", "Min Watts": "0.44538981119791665", "Max Watts": "2.0193277994791665", "GB/Chip": "128.0"}, {"": "1", "Architecture": "Haswell", "Min Watts": "1.9005681818181814", "Max Watts": "6.012910353535353", "GB/Chip": "27.310344827586206"}, {"": "2", "Architecture": "Cascade Lake", "Min Watts": "0.6389493581523519", "Max Watts": "3.9673047343937564", "GB/Chip": "98.11764705882354"}, {"": "3", "Architecture": "Skylake", "Min Watts": "0.6446044454253452", "Max Watts": "4.193436438541878", "GB/Chip": "80.43037974683544"}, {"": "4", "Architecture": "Broadwell", "Min Watts": "0.7128342245989304", "Max Watts": "3.6853275401069516", "GB/Chip": "69.6470588235294"}, {"": "5", "Architecture": "EPYC 2nd Gen", "Min Watts": "0.4742621527777778", "Max Watts": "1.6929615162037037", "GB/Chip": "129.77777777777777"}, {"": "6", "Architecture": "Coffee Lake", "Min Watts": "1.138425925925926", "Max Watts": "5.421759259259258", "GB/Chip": "19.555555555555557"}, {"": "7", "Architecture": "EPYC 1st Gen", "Min Watts": "0.82265625", "Max Watts": "2.553125", "GB/Chip": "89.6"}] +[ + { + "": "0", + "Architecture": "EPYC 3rd Gen", + "Min Watts": "0.44538981119791665", + "Max Watts": "2.0193277994791665", + "GB/Chip": "128.0" + }, + { + "": "1", + "Architecture": "Haswell", + "Min Watts": "1.9005681818181814", + "Max Watts": "6.012910353535353", + "GB/Chip": "27.310344827586206" + }, + { + "": "2", + "Architecture": "Cascade Lake", + "Min Watts": "0.6389493581523519", + "Max Watts": "3.9673047343937564", + "GB/Chip": "98.11764705882354" + }, + { + "": "3", + "Architecture": "Skylake", + "Min Watts": "0.6446044454253452", + "Max Watts": "4.193436438541878", + "GB/Chip": "80.43037974683544" + }, + { + "": "4", + "Architecture": "Broadwell", + "Min Watts": "0.7128342245989304", + "Max Watts": "3.6853275401069516", + "GB/Chip": "69.6470588235294" + }, + { + "": "5", + "Architecture": "EPYC 2nd Gen", + "Min Watts": "0.4742621527777778", + "Max Watts": "1.6929615162037037", + "GB/Chip": "129.77777777777777" + }, + { + "": "6", + "Architecture": "Coffee Lake", + "Min Watts": "1.138425925925926", + "Max Watts": "5.421759259259258", + "GB/Chip": "19.555555555555557" + }, + { + "": "7", + "Architecture": "EPYC 1st Gen", + "Min Watts": "0.82265625", + "Max Watts": "2.553125", + "GB/Chip": "89.6" + } +] diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 2cbffc10c..48e509bdc 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -1,12 +1,18 @@ import {IImpactModelInterface} from "../interfaces"; import * as aws_instances from './aws-instances.json'; import * as gcp_instances from './gcp-instances.json'; +import * as gcp_use from './gcp-use.json'; +import * as aws_use from './aws-use.json'; +import * as azure_use from './azure-use.json'; import * as azure_instances from './azure-instances.json'; export class CloudCarbonFootprint implements IImpactModelInterface { authParams: object | undefined; name: string | undefined; computeInstances: { [key: string]: any } = {}; + gcpList: { [key: string]: any } = {}; + azureList: { [key: string]: any } = {}; + awsList: { [key: string]: any } = {}; constructor() { this.standardizeInstanceMetrics(); @@ -35,29 +41,70 @@ export class CloudCarbonFootprint implements IImpactModelInterface { this.computeInstances['aws'] = {}; this.computeInstances['gcp'] = {}; this.computeInstances['azure'] = {}; + let gcpMin = 0.0; + let gcpMax = 0.0; + let gcpCount = 0; + gcp_use.forEach((instance: { [key: string]: any }) => { + this.gcpList[instance['Architecture']] = instance; + }); + const gcpAvgMin = gcpMin / gcpCount; + const gcpAvgMax = gcpMax / gcpCount; + this.gcpList['Average'] = { + 'Min Watts': gcpAvgMin, + 'Max Watts': gcpAvgMax, + 'Architecture': 'Average', + }; + let azureMin = 0.0; + let azureMax = 0.0; + let azureCount = 0; + azure_use.forEach((instance: { [key: string]: any }) => { + this.azureList[instance['Architecture']] = instance; + azureMin += parseFloat(instance['Min Watts']); + azureMax += parseFloat(instance['Max Watts']); + azureCount += 1; + }); + const azureAvgMin = azureMin / azureCount; + const azureAvgMax = azureMax / azureCount; + this.azureList['Average'] = { + 'Min Watts': azureAvgMin, + 'Max Watts': azureAvgMax, + 'Architecture': 'Average', + } + aws_use.forEach((instance: { [key: string]: any }) => { + this.awsList[instance['Architecture']] = instance; + }); aws_instances.forEach((instance: { [key: string]: any }) => { this.computeInstances['aws'][instance['Instance type']] = { - 'instance_idle': instance['Instance @ Idle'], - 'instance_10': instance['Instance @ 10%'], - 'instance_50': instance['Instance @ 50%'], - 'instance_100': instance['Instance @ 100%'], - 'cpu': instance['Instance vCPU'], + 'instance_idle': instance['Instance @ Idle'].replace(',', '.'), + 'instance_10': instance['Instance @ 10%'].replace(',', '.'), + 'instance_50': instance['Instance @ 50%'].replace(',', '.'), + 'instance_100': instance['Instance @ 100%'].replace(',', '.'), + 'vCPUs': instance['Instance vCPU'], }; }); gcp_instances.forEach((instance: { [key: string]: any }) => { + const cpus = parseInt(instance['Instance vCPUs'], 10); + let architecture = instance['Microarchitecture']; + if (!(architecture in this.azureList)) { + architecture = 'Average'; + } this.computeInstances['gcp'][instance['Machine type']] = { - // 'instance_idle': instance['Instance @ Idle'], - // 'instance_10': instance['Instance @ 10%'], - // 'instance_50': instance['Instance @ 50%'], - // 'instance_100': instance['Instance @ 100%'], - 'cpu': instance['Instance vCPU'], + 'instance_min': this.gcpList[architecture]['Min Watts'] * cpus, + 'instance_max': this.gcpList[architecture]['Max Watts'] * cpus, + 'vCPUs': cpus }; - console.log(instance); }); azure_instances.forEach((instance: { [key: string]: any }) => { - if ('Instance Type' in instance) { - + const cpus = parseInt(instance['Instance vCPUs'], 10); + let architecture = instance['Microarchitecture']; + if (!(architecture in this.azureList)) { + architecture = 'Average'; } + this.computeInstances['azure'][instance['Virtual Machine']] = { + 'instance_min': this.azureList[architecture]['Min Watts'] * cpus, + 'instance_max': this.azureList[architecture]['Max Watts'] * cpus, + 'cpu': instance['Instance vCPUs'], + }; }); console.log(this.computeInstances); } From 062aa1318912b76ded897dc574e7b05af64d1fce Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 1 Aug 2023 10:54:58 +0530 Subject: [PATCH 08/62] Update: fixing up aws-use Signed-off-by: Gnanakeethan --- src/lib/ccf/aws-use.json | 80 +++++++++++++++++++++++++++++++++++++++- 1 file changed, 79 insertions(+), 1 deletion(-) diff --git a/src/lib/ccf/aws-use.json b/src/lib/ccf/aws-use.json index 8ea821234..8fc3db4d9 100644 --- a/src/lib/ccf/aws-use.json +++ b/src/lib/ccf/aws-use.json @@ -1 +1,79 @@ -[{"": "0", "Architecture": "Graviton", "Min Watts": "0.4742621527777778", "Max Watts": "1.6929615162037037", "GB/Chip": "129.77777777777777"}, {"": "1", "Architecture": "Ivy Bridge", "Min Watts": "3.0369270833333335", "Max Watts": "8.248611111111112", "GB/Chip": "14.933333333333334"}, {"": "2", "Architecture": "Sandy Bridge", "Min Watts": "2.1694411458333334", "Max Watts": "8.575357663690477", "GB/Chip": "16.480916030534353"}, {"": "3", "Architecture": "Haswell", "Min Watts": "1.9005681818181814", "Max Watts": "6.012910353535353", "GB/Chip": "27.310344827586206"}, {"": "4", "Architecture": "Sky Lake", "Min Watts": "0.6446044454253452", "Max Watts": "4.193436438541878", "GB/Chip": "80.43037974683544"}, {"": "5", "Architecture": "Cascade Lake", "Min Watts": "0.6389493581523519", "Max Watts": "3.9673047343937564", "GB/Chip": "98.11764705882354"}, {"": "6", "Architecture": "EPYC 2nd Gen", "Min Watts": "0.4742621527777778", "Max Watts": "1.6929615162037037", "GB/Chip": "129.77777777777777"}, {"": "7", "Architecture": "Graviton2", "Min Watts": "0.4742621527777778", "Max Watts": "1.6929615162037037", "GB/Chip": "129.77777777777777"}, {"": "8", "Architecture": "Broadwell", "Min Watts": "0.7128342245989304", "Max Watts": "3.6853275401069516", "GB/Chip": "69.6470588235294"}, {"": "9", "Architecture": "EPYC 1st Gen", "Min Watts": "0.82265625", "Max Watts": "2.553125", "GB/Chip": "89.6"}, {"": "10", "Architecture": "Coffee Lake", "Min Watts": "1.138425925925926", "Max Watts": "5.421759259259258", "GB/Chip": "19.555555555555557"}] +[ + { + "": "0", + "Architecture": "Graviton", + "Min Watts": "0.4742621527777778", + "Max Watts": "1.6929615162037037", + "GB/Chip": "129.77777777777777" + }, + { + "": "1", + "Architecture": "Ivy Bridge", + "Min Watts": "3.0369270833333335", + "Max Watts": "8.248611111111112", + "GB/Chip": "14.933333333333334" + }, + { + "": "2", + "Architecture": "Sandy Bridge", + "Min Watts": "2.1694411458333334", + "Max Watts": "8.575357663690477", + "GB/Chip": "16.480916030534353" + }, + { + "": "3", + "Architecture": "Haswell", + "Min Watts": "1.9005681818181814", + "Max Watts": "6.012910353535353", + "GB/Chip": "27.310344827586206" + }, + { + "": "4", + "Architecture": "Sky Lake", + "Min Watts": "0.6446044454253452", + "Max Watts": "4.193436438541878", + "GB/Chip": "80.43037974683544" + }, + { + "": "5", + "Architecture": "Cascade Lake", + "Min Watts": "0.6389493581523519", + "Max Watts": "3.9673047343937564", + "GB/Chip": "98.11764705882354" + }, + { + "": "6", + "Architecture": "EPYC 2nd Gen", + "Min Watts": "0.4742621527777778", + "Max Watts": "1.6929615162037037", + "GB/Chip": "129.77777777777777" + }, + { + "": "7", + "Architecture": "Graviton2", + "Min Watts": "0.4742621527777778", + "Max Watts": "1.6929615162037037", + "GB/Chip": "129.77777777777777" + }, + { + "": "8", + "Architecture": "Broadwell", + "Min Watts": "0.7128342245989304", + "Max Watts": "3.6853275401069516", + "GB/Chip": "69.6470588235294" + }, + { + "": "9", + "Architecture": "EPYC 1st Gen", + "Min Watts": "0.82265625", + "Max Watts": "2.553125", + "GB/Chip": "89.6" + }, + { + "": "10", + "Architecture": "Coffee Lake", + "Min Watts": "1.138425925925926", + "Max Watts": "5.421759259259258", + "GB/Chip": "19.555555555555557" + } +] From edee60dac3938af1518f196bba96bbaf60689006 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 1 Aug 2023 11:21:00 +0530 Subject: [PATCH 09/62] Add validation to aws Signed-off-by: Gnanakeethan --- src/lib/ccf/index.test.ts | 2 +- src/lib/ccf/index.ts | 20 ++++++++++++++++++++ 2 files changed, 21 insertions(+), 1 deletion(-) diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts index d622f5d1a..d825ad24e 100644 --- a/src/lib/ccf/index.test.ts +++ b/src/lib/ccf/index.test.ts @@ -7,6 +7,6 @@ describe('ccf:configure test', () => { test('initialize without params should throw error', async () => { const impactModel = new CloudCarbonFootprint(); - await impactModel.configure('test'); + await impactModel.configure('test',{'provider': 'aws', 'instance_type': 't2.micro'}); }); }); diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 48e509bdc..d2d816b29 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -13,6 +13,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { gcpList: { [key: string]: any } = {}; azureList: { [key: string]: any } = {}; awsList: { [key: string]: any } = {}; + provider: string = ''; constructor() { this.standardizeInstanceMetrics(); @@ -24,6 +25,25 @@ export class CloudCarbonFootprint implements IImpactModelInterface { async configure(name: string, staticParams: object | undefined = undefined): Promise { console.log(name, staticParams) + if (staticParams === undefined) { + throw new Error('Required Parameters not provided'); + } + if ('provider' in staticParams) { + const provider = staticParams?.provider as string; + if (['aws', 'gcp', 'azure'].includes(provider)) { + this.provider = provider; + } else { + throw new Error('Provider not supported'); + } + } + if ('instance_type' in staticParams) { + const instanceType = staticParams?.instance_type as string; + if (instanceType in this.computeInstances[this.provider]) { + this.name = instanceType; + } else { + throw new Error('Instance Type not supported'); + } + } return this; } From 0dd5882d2e9c05a5a8bf74a88abac4ed180ea8f7 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 1 Aug 2023 13:48:39 +0530 Subject: [PATCH 10/62] Adding test for ccf models and completing basic measurements Signed-off-by: Gnanakeethan --- src/lib/ccf/index.test.ts | 3 +- src/lib/ccf/index.ts | 68 ++++++++++++++++++++++++++++++++++++--- yarn.lock | 52 +++++++++++++++--------------- 3 files changed, 92 insertions(+), 31 deletions(-) diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts index d825ad24e..0624ff14a 100644 --- a/src/lib/ccf/index.test.ts +++ b/src/lib/ccf/index.test.ts @@ -7,6 +7,7 @@ describe('ccf:configure test', () => { test('initialize without params should throw error', async () => { const impactModel = new CloudCarbonFootprint(); - await impactModel.configure('test',{'provider': 'aws', 'instance_type': 't2.micro'}); + await impactModel.configure('test', {'provider': 'aws', 'instance_type': 't2.micro'}); + await impactModel.calculate([{'duration': 15, 'cpu': 0.5, 'datetime': '2021-01-01T00:00:00Z'}]) }); }); diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index d2d816b29..2dabb80ee 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -1,10 +1,14 @@ import {IImpactModelInterface} from "../interfaces"; +import Spline from 'typescript-cubic-spline'; import * as aws_instances from './aws-instances.json'; import * as gcp_instances from './gcp-instances.json'; import * as gcp_use from './gcp-use.json'; import * as aws_use from './aws-use.json'; import * as azure_use from './azure-use.json'; import * as azure_instances from './azure-instances.json'; +import * as gcp_embodied from './gcp-embodied.json'; +import * as aws_embodied from './aws-embodied.json'; +import * as azure_embodied from './azure-embodied.json'; export class CloudCarbonFootprint implements IImpactModelInterface { authParams: object | undefined; @@ -14,6 +18,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { azureList: { [key: string]: any } = {}; awsList: { [key: string]: any } = {}; provider: string = ''; + instance_type: string = ''; constructor() { this.standardizeInstanceMetrics(); @@ -39,7 +44,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { if ('instance_type' in staticParams) { const instanceType = staticParams?.instance_type as string; if (instanceType in this.computeInstances[this.provider]) { - this.name = instanceType; + this.instance_type = instanceType; } else { throw new Error('Instance Type not supported'); } @@ -47,9 +52,53 @@ export class CloudCarbonFootprint implements IImpactModelInterface { return this; } - calculate(observations: object | object[] | undefined): Promise { + async calculate(observations: object | object[] | undefined): Promise { console.log(observations); - return Promise.resolve({}); + if (observations === undefined) { + throw new Error('Required Parameters not provided'); + } + let eTotal = 0.0; + let mTotal = this.getEmbodiedEmissions(); + if (Array.isArray(observations)) { + observations.forEach((observation: { [key: string]: any }) => { + eTotal += this.calculateEnergy(observation); + }); + } + console.log(mTotal, eTotal) + return { + "e": eTotal, + "m": mTotal, + }; + } + + calculateEnergy(observation: { [key: string]: any; }) { + if (!('duration' in observation) || !('cpu' in observation) || !('datetime' in observation)) { + throw new Error('Required Parameters duration,cpu,datetime not provided for observation'); + } + const duration = observation['duration']; + // convert cpu usage to percentage + const cpu = observation['cpu'] * 100.0; + // get the wattage for the instance type + let wattage = 0; + if (this.provider === 'aws') { + const idle = this.computeInstances['aws'][this.instance_type]['instance_idle']; + const tenPercent = this.computeInstances['aws'][this.instance_type]['instance_10']; + const fiftyPercent = this.computeInstances['aws'][this.instance_type]['instance_50']; + const hundredPercent = this.computeInstances['aws'][this.instance_type]['instance_100']; + const x = [0, 10, 50, 100]; + const y: number[] = [idle, tenPercent, fiftyPercent, hundredPercent]; + const spline = new Spline(x, y); + wattage = spline.at(cpu) as number; + } else if (this.provider === 'gcp' || this.provider === 'azure') { + const idle = this.computeInstances[this.provider][this.instance_type]['Min Watts']; + const max = this.computeInstances[this.provider][this.instance_type]['Max Watts']; + const x = [0, 100]; + const y: number[] = [idle, max]; + const spline = new Spline(x, y); + wattage = spline.at(cpu) as number; + } + const energy = wattage * duration / 3600.0; + return energy; } @@ -126,7 +175,18 @@ export class CloudCarbonFootprint implements IImpactModelInterface { 'cpu': instance['Instance vCPUs'], }; }); - console.log(this.computeInstances); + aws_embodied.forEach((instance: { [key: string]: any }) => { + this.computeInstances['aws'][instance['type']]['embodied'] = instance['total']; + }); + gcp_embodied.forEach((instance: { [key: string]: any }) => { + this.computeInstances['gcp'][instance['type']]['embodied'] = instance['total']; + }); + azure_embodied.forEach((instance: { [key: string]: any }) => { + this.computeInstances['azure'][instance['type']]['embodied'] = instance['total']; + }); } + getEmbodiedEmissions() { + return this.computeInstances[this.provider][this.instance_type]['embodied']; + } } diff --git a/yarn.lock b/yarn.lock index f1850258d..dddc685c6 100644 --- a/yarn.lock +++ b/yarn.lock @@ -16,11 +16,11 @@ "@jridgewell/trace-mapping" "^0.3.9" "@babel/code-frame@^7.0.0", "@babel/code-frame@^7.12.13", "@babel/code-frame@^7.22.10", "@babel/code-frame@^7.22.5": - version "7.22.10" - resolved "https://registry.yarnpkg.com/@babel/code-frame/-/code-frame-7.22.10.tgz#1c20e612b768fefa75f6e90d6ecb86329247f0a3" - integrity sha512-/KKIMG4UEL35WmI9OlvMhurwtytjvXoFcGNrOvyG9zIzA8YmPjVtIZUf7b05+TPO7G7/GEmLHDaoCgACHl9hhA== + version "7.22.13" + resolved "https://registry.yarnpkg.com/@babel/code-frame/-/code-frame-7.22.13.tgz#e3c1c099402598483b7a8c46a721d1038803755e" + integrity sha512-XktuhWlJ5g+3TJXc5upd9Ks1HutSArik6jf2eAjYFyIOf4ej3RN+184cZbzDvbPnuTJIUhPKKJE3cIsYTiAT3w== dependencies: - "@babel/highlight" "^7.22.10" + "@babel/highlight" "^7.22.13" chalk "^2.4.2" "@babel/compat-data@^7.22.9": @@ -224,19 +224,19 @@ "@babel/traverse" "^7.22.11" "@babel/types" "^7.22.11" -"@babel/highlight@^7.22.10": - version "7.22.10" - resolved "https://registry.yarnpkg.com/@babel/highlight/-/highlight-7.22.10.tgz#02a3f6d8c1cb4521b2fd0ab0da8f4739936137d7" - integrity sha512-78aUtVcT7MUscr0K5mIEnkwxPE0MaxkR5RxRwuHaQ+JuU5AmTPhY+do2mdzVTnIJJpyBglql2pehuBIWHug+WQ== +"@babel/highlight@^7.22.13": + version "7.22.13" + resolved "https://registry.yarnpkg.com/@babel/highlight/-/highlight-7.22.13.tgz#9cda839e5d3be9ca9e8c26b6dd69e7548f0cbf16" + integrity sha512-C/BaXcnnvBCmHTpz/VGZ8jgtE2aYlW4hxDhseJAWZb7gqGM/qtCK6iZUb0TyKFf7BOUsBH7Q7fkRsDRhg1XklQ== dependencies: "@babel/helper-validator-identifier" "^7.22.5" chalk "^2.4.2" js-tokens "^4.0.0" "@babel/parser@^7.1.0", "@babel/parser@^7.14.7", "@babel/parser@^7.20.7", "@babel/parser@^7.22.10", "@babel/parser@^7.22.11", "@babel/parser@^7.22.5": - version "7.22.11" - resolved "https://registry.yarnpkg.com/@babel/parser/-/parser-7.22.11.tgz#becf8ee33aad2a35ed5607f521fe6e72a615f905" - integrity sha512-R5zb8eJIBPJriQtbH/htEQy4k7E2dHWlD2Y2VT07JCzwYZHBxV5ZYtM0UhXSNMT74LyxuM+b1jdL7pSesXbC/g== + version "7.22.13" + resolved "https://registry.yarnpkg.com/@babel/parser/-/parser-7.22.13.tgz#23fb17892b2be7afef94f573031c2f4b42839a2b" + integrity sha512-3l6+4YOvc9wx7VlCSw4yQfcBo01ECA8TicQfbnCPuCEpRQrf+gTUyGdxNw+pyTUyywp6JRD1w0YQs9TpBXYlkw== "@babel/plugin-syntax-async-generators@^7.8.4": version "7.8.4" @@ -566,9 +566,9 @@ yargs "^17.7.2" "@humanwhocodes/config-array@^0.11.10": - version "0.11.10" - resolved "https://registry.yarnpkg.com/@humanwhocodes/config-array/-/config-array-0.11.10.tgz#5a3ffe32cc9306365fb3fd572596cd602d5e12d2" - integrity sha512-KVVjQmNUepDVGXNuoRRdmmEjruj0KfiGSbS8LVc12LMsWDQzRXJ0qdhN8L8uUigKpfEHRhlaQFY0ib1tnUbNeQ== + version "0.11.11" + resolved "https://registry.yarnpkg.com/@humanwhocodes/config-array/-/config-array-0.11.11.tgz#88a04c570dbbc7dd943e4712429c3df09bc32844" + integrity sha512-N2brEuAadi0CcdeMXUkhbZB84eskAc8MEX1By6qEchoVywSgXPIjou4rYsl0V3Hj0ZnuGycGCjdNgockbzeWNA== dependencies: "@humanwhocodes/object-schema" "^1.2.1" debug "^4.1.1" @@ -1075,9 +1075,9 @@ types-ramda "^0.29.4" "@types/semver@^7.3.12": - version "7.5.0" - resolved "https://registry.yarnpkg.com/@types/semver/-/semver-7.5.0.tgz#591c1ce3a702c45ee15f47a42ade72c2fd78978a" - integrity sha512-G8hZ6XJiHnuhQKR7ZmysCeJWE08o8T0AXtk5darsCaTVsYZhhgUrq53jizaR2FvsoeCwJhlmwTjkXBY5Pn/ZHw== + version "7.5.1" + resolved "https://registry.yarnpkg.com/@types/semver/-/semver-7.5.1.tgz#0480eeb7221eb9bc398ad7432c9d7e14b1a5a367" + integrity sha512-cJRQXpObxfNKkFAZbJl2yjWtJCqELQIdShsogr1d2MilP8dKD9TE/nEKHkJgUNHdGKCQaf9HbIynuV2csLGVLg== "@types/stack-utils@^2.0.0": version "2.0.1" @@ -1329,9 +1329,9 @@ available-typed-arrays@^1.0.5: integrity sha512-DMD0KiN46eipeziST1LPP/STfDU0sufISXmjSgvVsoU2tqxctQeASejWcfNtxYKqETM1UxQ8sp2OrSBWpHY6sw== aws-sdk@^2.910.0: - version "2.1445.0" - resolved "https://registry.yarnpkg.com/aws-sdk/-/aws-sdk-2.1445.0.tgz#02c4ab824b19b2716858fc5041a322e1951a68ea" - integrity sha512-/IYUYE79khfguHsb28fQtXKR/avgkhCa6NNOh6W84xEyc89hLTvF30VlvaYaHFlIQeDmylO9kJfjSqGrEVDPIg== + version "2.1447.0" + resolved "https://registry.yarnpkg.com/aws-sdk/-/aws-sdk-2.1447.0.tgz#fa5f356dbd3248ca2f778de4b5ce60a331c73fc2" + integrity sha512-7Z0VMwD679OCjZCgNbRnA0ZNxfpT8zSrI9PQXu9J0uwV7xAAfaRk3nKFpOgvobUkOXszlBiYdVubhbaHOzITtA== dependencies: buffer "4.9.2" events "1.1.1" @@ -1921,9 +1921,9 @@ ee-first@1.1.1: integrity sha512-WMwm9LhRUo+WUaRN+vRuETqG89IgZphVSNkdFgeb6sS/E4OrDIN7t48CAewSHXc6C8lefD8KKfr5vY61brQlow== electron-to-chromium@^1.4.477: - version "1.4.503" - resolved "https://registry.yarnpkg.com/electron-to-chromium/-/electron-to-chromium-1.4.503.tgz#7bd43927ea9b4198697672d28d8fbd0da016a7a1" - integrity sha512-LF2IQit4B0VrUHFeQkWhZm97KuJSGF2WJqq1InpY+ECpFRkXd8yTIaTtJxsO0OKDmiBYwWqcrNaXOurn2T2wiA== + version "1.4.505" + resolved "https://registry.yarnpkg.com/electron-to-chromium/-/electron-to-chromium-1.4.505.tgz#00571ade5975b58413f0f56a665b065bfc29cdfc" + integrity sha512-0A50eL5BCCKdxig2SsCXhpuztnB9PfUgRMojj5tMvt8O54lbwz3t6wNgnpiTRosw5QjlJB7ixhVyeg8daLQwSQ== emittery@^0.13.1: version "0.13.1" @@ -4965,9 +4965,9 @@ typescript@^5.1.6: integrity sha512-mI4WrpHsbCIcwT9cF4FZvr80QUeKvsUsUvKDoR+X/7XHQH98xYD8YHZg7ANtz2GtZt/CBq2QJ0thkGJMHfqc1w== typescript@next: - version "5.3.0-dev.20230828" - resolved "https://registry.yarnpkg.com/typescript/-/typescript-5.3.0-dev.20230828.tgz#77b37fcd9187a016ac7193d971f29722ff967b38" - integrity sha512-uBVHpn+yxJsHMANa01Fn1Ni/3v4HzKcZbbzsbLYxgPKNJTAWQM8FoZWOFh5mrjZmpJcpGtPBcwbeuTUDOCD6QA== + version "5.3.0-dev.20230830" + resolved "https://registry.yarnpkg.com/typescript/-/typescript-5.3.0-dev.20230830.tgz#1d2c397c3c01250f8af9e20ceb1078fa834837ae" + integrity sha512-Blg+ZXlQ4QmC958EKLuEPr82sxizVZhc70X6mWFQjru8pOgBz1j6rTM7KGQhFdb6/HsdT5BSV+BcUMVO6m7v2w== typescript@~3.9.10: version "3.9.10" From a2388f5208407498b1c327c03e645557ea8d99f4 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 1 Aug 2023 13:52:47 +0530 Subject: [PATCH 11/62] Fix JSII compatibility Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 22 +++++++++++----------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 2dabb80ee..84c91a39e 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -18,7 +18,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { azureList: { [key: string]: any } = {}; awsList: { [key: string]: any } = {}; provider: string = ''; - instance_type: string = ''; + instanceType: string = ''; constructor() { this.standardizeInstanceMetrics(); @@ -44,7 +44,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { if ('instance_type' in staticParams) { const instanceType = staticParams?.instance_type as string; if (instanceType in this.computeInstances[this.provider]) { - this.instance_type = instanceType; + this.instanceType = instanceType; } else { throw new Error('Instance Type not supported'); } @@ -58,7 +58,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { throw new Error('Required Parameters not provided'); } let eTotal = 0.0; - let mTotal = this.getEmbodiedEmissions(); + let mTotal = this.embodiedEmissions(); if (Array.isArray(observations)) { observations.forEach((observation: { [key: string]: any }) => { eTotal += this.calculateEnergy(observation); @@ -81,17 +81,17 @@ export class CloudCarbonFootprint implements IImpactModelInterface { // get the wattage for the instance type let wattage = 0; if (this.provider === 'aws') { - const idle = this.computeInstances['aws'][this.instance_type]['instance_idle']; - const tenPercent = this.computeInstances['aws'][this.instance_type]['instance_10']; - const fiftyPercent = this.computeInstances['aws'][this.instance_type]['instance_50']; - const hundredPercent = this.computeInstances['aws'][this.instance_type]['instance_100']; + const idle = this.computeInstances['aws'][this.instanceType]['instance_idle']; + const tenPercent = this.computeInstances['aws'][this.instanceType]['instance_10']; + const fiftyPercent = this.computeInstances['aws'][this.instanceType]['instance_50']; + const hundredPercent = this.computeInstances['aws'][this.instanceType]['instance_100']; const x = [0, 10, 50, 100]; const y: number[] = [idle, tenPercent, fiftyPercent, hundredPercent]; const spline = new Spline(x, y); wattage = spline.at(cpu) as number; } else if (this.provider === 'gcp' || this.provider === 'azure') { - const idle = this.computeInstances[this.provider][this.instance_type]['Min Watts']; - const max = this.computeInstances[this.provider][this.instance_type]['Max Watts']; + const idle = this.computeInstances[this.provider][this.instanceType]['Min Watts']; + const max = this.computeInstances[this.provider][this.instanceType]['Max Watts']; const x = [0, 100]; const y: number[] = [idle, max]; const spline = new Spline(x, y); @@ -186,7 +186,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { }); } - getEmbodiedEmissions() { - return this.computeInstances[this.provider][this.instance_type]['embodied']; + embodiedEmissions() { + return this.computeInstances[this.provider][this.instanceType]['embodied']; } } From f2b2f482620ea71b21a2dce0ba6f008d15ca90c1 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 1 Aug 2023 15:14:06 +0530 Subject: [PATCH 12/62] Update: create interface for compute instance Signed-off-by: Gnanakeethan --- src/lib/ccf/index.test.ts | 3 +- src/lib/ccf/index.ts | 99 +++++++++++++++++++++++++++------------ 2 files changed, 70 insertions(+), 32 deletions(-) diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts index 0624ff14a..eff71ce91 100644 --- a/src/lib/ccf/index.test.ts +++ b/src/lib/ccf/index.test.ts @@ -8,6 +8,7 @@ describe('ccf:configure test', () => { test('initialize without params should throw error', async () => { const impactModel = new CloudCarbonFootprint(); await impactModel.configure('test', {'provider': 'aws', 'instance_type': 't2.micro'}); - await impactModel.calculate([{'duration': 15, 'cpu': 0.5, 'datetime': '2021-01-01T00:00:00Z'}]) + const result = await impactModel.calculate([{'duration': 15, 'cpu': 0.5, 'datetime': '2021-01-01T00:00:00Z'}]) + console.log(result); }); }); diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 84c91a39e..fa99d177d 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -10,10 +10,28 @@ import * as gcp_embodied from './gcp-embodied.json'; import * as aws_embodied from './aws-embodied.json'; import * as azure_embodied from './azure-embodied.json'; +interface IConsumption { + idle?: number; + tenPercent?: number; + fiftyPercent?: number; + hundredPercent?: number; + minWatts?: number; + maxWatts?: number; +} + +interface IComputeInstance { + consumption: IConsumption; + embodiedEmission: number; + name: string; + vCPUs?: number; +} + export class CloudCarbonFootprint implements IImpactModelInterface { authParams: object | undefined; + // name of the data source name: string | undefined; - computeInstances: { [key: string]: any } = {}; + // compute instances grouped by the provider with usage data + computeInstances: { [key: string]: { [key: string]: IComputeInstance } } = {}; gcpList: { [key: string]: any } = {}; azureList: { [key: string]: any } = {}; awsList: { [key: string]: any } = {}; @@ -81,24 +99,27 @@ export class CloudCarbonFootprint implements IImpactModelInterface { // get the wattage for the instance type let wattage = 0; if (this.provider === 'aws') { - const idle = this.computeInstances['aws'][this.instanceType]['instance_idle']; - const tenPercent = this.computeInstances['aws'][this.instanceType]['instance_10']; - const fiftyPercent = this.computeInstances['aws'][this.instanceType]['instance_50']; - const hundredPercent = this.computeInstances['aws'][this.instanceType]['instance_100']; const x = [0, 10, 50, 100]; - const y: number[] = [idle, tenPercent, fiftyPercent, hundredPercent]; + const y: number[] = [ + this.computeInstances['aws'][this.instanceType].consumption.idle ?? 0, + this.computeInstances['aws'][this.instanceType].consumption.tenPercent ?? 0, + this.computeInstances['aws'][this.instanceType].consumption.fiftyPercent ?? 0, + this.computeInstances['aws'][this.instanceType].consumption.hundredPercent ?? 0 + ]; const spline = new Spline(x, y); - wattage = spline.at(cpu) as number; + wattage = spline.at(cpu); } else if (this.provider === 'gcp' || this.provider === 'azure') { - const idle = this.computeInstances[this.provider][this.instanceType]['Min Watts']; - const max = this.computeInstances[this.provider][this.instanceType]['Max Watts']; + const idle = this.computeInstances[this.provider][this.instanceType].consumption.minWatts ?? 0; + const max = this.computeInstances[this.provider][this.instanceType].consumption.maxWatts ?? 0; const x = [0, 100]; const y: number[] = [idle, max]; const spline = new Spline(x, y); - wattage = spline.at(cpu) as number; + wattage = spline.at(cpu); } - const energy = wattage * duration / 3600.0; - return energy; + // 1 Wh = 3600 J + // J / 3600 = Wh + // Wh / 1000 = kWh + return wattage * duration / 3600 / 1000; } @@ -144,12 +165,20 @@ export class CloudCarbonFootprint implements IImpactModelInterface { }); aws_instances.forEach((instance: { [key: string]: any }) => { this.computeInstances['aws'][instance['Instance type']] = { - 'instance_idle': instance['Instance @ Idle'].replace(',', '.'), - 'instance_10': instance['Instance @ 10%'].replace(',', '.'), - 'instance_50': instance['Instance @ 50%'].replace(',', '.'), - 'instance_100': instance['Instance @ 100%'].replace(',', '.'), - 'vCPUs': instance['Instance vCPU'], - }; + 'consumption': { + 'idle': parseFloat(instance['Instance @ Idle'].replace(',', '.')), + 'tenPercent': parseFloat(instance['Instance @ 10%'].replace(',', '.')), + 'fiftyPercent': parseFloat(instance['Instance @ 50%'].replace(',', '.')), + 'hundredPercent': parseFloat(instance['Instance @ 100%'].replace(',', '.')), + }, + 'vCPUs': parseInt(instance['Instance vCPU'], 10), + 'name': instance['Instance type'], + // 'instance_idle': instance['Instance @ Idle'].replace(',', '.'), + // 'instance_10': instance['Instance @ 10%'].replace(',', '.'), + // 'instance_50': instance['Instance @ 50%'].replace(',', '.'), + // 'instance_100': instance['Instance @ 100%'].replace(',', '.'), + // 'vCPUs': instance['Instance vCPU'], + } as IComputeInstance; }); gcp_instances.forEach((instance: { [key: string]: any }) => { const cpus = parseInt(instance['Instance vCPUs'], 10); @@ -158,10 +187,13 @@ export class CloudCarbonFootprint implements IImpactModelInterface { architecture = 'Average'; } this.computeInstances['gcp'][instance['Machine type']] = { - 'instance_min': this.gcpList[architecture]['Min Watts'] * cpus, - 'instance_max': this.gcpList[architecture]['Max Watts'] * cpus, - 'vCPUs': cpus - }; + 'name': instance['Machine type'], + 'vCPUs': cpus, + 'consumption': { + 'minWatts': this.gcpList[architecture]['Min Watts'] * cpus, + 'maxWatts': this.gcpList[architecture]['Max Watts'] * cpus, + }, + } as IComputeInstance; }); azure_instances.forEach((instance: { [key: string]: any }) => { const cpus = parseInt(instance['Instance vCPUs'], 10); @@ -170,23 +202,28 @@ export class CloudCarbonFootprint implements IImpactModelInterface { architecture = 'Average'; } this.computeInstances['azure'][instance['Virtual Machine']] = { - 'instance_min': this.azureList[architecture]['Min Watts'] * cpus, - 'instance_max': this.azureList[architecture]['Max Watts'] * cpus, - 'cpu': instance['Instance vCPUs'], - }; + // 'instance_min': this.azureList[architecture]['Min Watts'] * cpus, + // 'instance_max': this.azureList[architecture]['Max Watts'] * cpus, + consumption: { + 'minWatts': this.azureList[architecture]['Min Watts'] * cpus, + 'maxWatts': this.azureList[architecture]['Max Watts'] * cpus, + }, + 'name': instance['Virtual Machine'], + 'vCPUs': instance['Instance vCPUs'], + } as IComputeInstance; }); aws_embodied.forEach((instance: { [key: string]: any }) => { - this.computeInstances['aws'][instance['type']]['embodied'] = instance['total']; + this.computeInstances['aws'][instance['type']].embodiedEmission = instance['total']; }); gcp_embodied.forEach((instance: { [key: string]: any }) => { - this.computeInstances['gcp'][instance['type']]['embodied'] = instance['total']; + this.computeInstances['gcp'][instance['type']].embodiedEmission = instance['total']; }); azure_embodied.forEach((instance: { [key: string]: any }) => { - this.computeInstances['azure'][instance['type']]['embodied'] = instance['total']; + this.computeInstances['azure'][instance['type']].embodiedEmission = instance['total']; }); } - embodiedEmissions() { - return this.computeInstances[this.provider][this.instanceType]['embodied']; + embodiedEmissions(): number { + return this.computeInstances[this.provider][this.instanceType].embodiedEmission; } } From ca5dd504a38da6dc469d5be035d282e8aa243e62 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 1 Aug 2023 15:28:42 +0530 Subject: [PATCH 13/62] update input Signed-off-by: Gnanakeethan --- src/lib/ccf/index.test.ts | 2 +- src/lib/ccf/index.ts | 2 -- 2 files changed, 1 insertion(+), 3 deletions(-) diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts index eff71ce91..57f0347af 100644 --- a/src/lib/ccf/index.test.ts +++ b/src/lib/ccf/index.test.ts @@ -8,7 +8,7 @@ describe('ccf:configure test', () => { test('initialize without params should throw error', async () => { const impactModel = new CloudCarbonFootprint(); await impactModel.configure('test', {'provider': 'aws', 'instance_type': 't2.micro'}); - const result = await impactModel.calculate([{'duration': 15, 'cpu': 0.5, 'datetime': '2021-01-01T00:00:00Z'}]) + const result = await impactModel.calculate([{'duration': 3600, 'cpu': 0.5, 'datetime': '2021-01-01T00:00:00Z'}]) console.log(result); }); }); diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index fa99d177d..ae4baef94 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -202,8 +202,6 @@ export class CloudCarbonFootprint implements IImpactModelInterface { architecture = 'Average'; } this.computeInstances['azure'][instance['Virtual Machine']] = { - // 'instance_min': this.azureList[architecture]['Min Watts'] * cpus, - // 'instance_max': this.azureList[architecture]['Max Watts'] * cpus, consumption: { 'minWatts': this.azureList[architecture]['Min Watts'] * cpus, 'maxWatts': this.azureList[architecture]['Max Watts'] * cpus, From e3b203c449c76603348d784c95655677c3474199 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Thu, 10 Aug 2023 15:10:45 +0530 Subject: [PATCH 14/62] Adding comments for clearer understanding Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 22 ++++++++++++++-------- 1 file changed, 14 insertions(+), 8 deletions(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index ae4baef94..9c88e804b 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -93,10 +93,11 @@ export class CloudCarbonFootprint implements IImpactModelInterface { if (!('duration' in observation) || !('cpu' in observation) || !('datetime' in observation)) { throw new Error('Required Parameters duration,cpu,datetime not provided for observation'); } + // duration is in seconds const duration = observation['duration']; - // convert cpu usage to percentage + // convert cpu usage to percentage const cpu = observation['cpu'] * 100.0; - // get the wattage for the instance type + // get the wattage for the instance type let wattage = 0; if (this.provider === 'aws') { const x = [0, 10, 50, 100]; @@ -116,10 +117,16 @@ export class CloudCarbonFootprint implements IImpactModelInterface { const spline = new Spline(x, y); wattage = spline.at(cpu); } + // duration is in seconds + // wattage is in watts + // eg: 30W x 300s = 9000 J // 1 Wh = 3600 J + // 9000 J / 3600 = 2.5 Wh // J / 3600 = Wh + // 2.5 Wh / 1000 = 0.0025 kWh // Wh / 1000 = kWh - return wattage * duration / 3600 / 1000; + // (wattage * duration) / (seconds in an hour) / 1000 = kWh + return ((wattage * duration) / 3600) / 1000; } @@ -134,8 +141,12 @@ export class CloudCarbonFootprint implements IImpactModelInterface { let gcpMin = 0.0; let gcpMax = 0.0; let gcpCount = 0; + // standardize gcp emissions gcp_use.forEach((instance: { [key: string]: any }) => { this.gcpList[instance['Architecture']] = instance; + gcpMin += parseFloat(instance['Min Watts']); + gcpMax += parseFloat(instance['Max Watts']); + gcpCount += 1; }); const gcpAvgMin = gcpMin / gcpCount; const gcpAvgMax = gcpMax / gcpCount; @@ -173,11 +184,6 @@ export class CloudCarbonFootprint implements IImpactModelInterface { }, 'vCPUs': parseInt(instance['Instance vCPU'], 10), 'name': instance['Instance type'], - // 'instance_idle': instance['Instance @ Idle'].replace(',', '.'), - // 'instance_10': instance['Instance @ 10%'].replace(',', '.'), - // 'instance_50': instance['Instance @ 50%'].replace(',', '.'), - // 'instance_100': instance['Instance @ 100%'].replace(',', '.'), - // 'vCPUs': instance['Instance vCPU'], } as IComputeInstance; }); gcp_instances.forEach((instance: { [key: string]: any }) => { From 40c9b4bf60eb329533a3e7e7fdb6df4ba40b47c6 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Thu, 10 Aug 2023 15:41:32 +0530 Subject: [PATCH 15/62] Implement ccf embodied emissions calculation Signed-off-by: Gnanakeethan --- src/lib/ccf/index.test.ts | 20 ++++++++++++++++++-- src/lib/ccf/index.ts | 32 ++++++++++++++++++++++++++++---- 2 files changed, 46 insertions(+), 6 deletions(-) diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts index 57f0347af..fbd90d626 100644 --- a/src/lib/ccf/index.test.ts +++ b/src/lib/ccf/index.test.ts @@ -4,11 +4,27 @@ import {CloudCarbonFootprint} from "./index"; jest.setTimeout(30000); describe('ccf:configure test', () => { - - test('initialize without params should throw error', async () => { + test('initialize with params', async () => { const impactModel = new CloudCarbonFootprint(); await impactModel.configure('test', {'provider': 'aws', 'instance_type': 't2.micro'}); const result = await impactModel.calculate([{'duration': 3600, 'cpu': 0.5, 'datetime': '2021-01-01T00:00:00Z'}]) console.log(result); }); + test('initialize with params', async () => { + const impactModel = new CloudCarbonFootprint(); + await impactModel.configure('test', {'provider': 'aws', 'instance_type': 't2.micro'}); + const result = await impactModel.calculate([ + { + 'duration': 3600, + 'cpu': 0.5, + 'datetime': '2021-01-01T00:00:00Z' + }, + { + 'duration': 3600, + 'cpu': 0.5, + 'datetime': '2021-01-02T00:00:00Z' + } + ]) + console.log(result); + }); }); diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 9c88e804b..2183244bf 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -21,9 +21,10 @@ interface IConsumption { interface IComputeInstance { consumption: IConsumption; - embodiedEmission: number; + embodiedEmission?: number; name: string; vCPUs?: number; + maxVCPUs?: number; } export class CloudCarbonFootprint implements IImpactModelInterface { @@ -37,6 +38,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { awsList: { [key: string]: any } = {}; provider: string = ''; instanceType: string = ''; + expectedLifespan = 4; constructor() { this.standardizeInstanceMetrics(); @@ -67,6 +69,9 @@ export class CloudCarbonFootprint implements IImpactModelInterface { throw new Error('Instance Type not supported'); } } + if ('expected_lifespan' in staticParams) { + this.expectedLifespan = staticParams?.expected_lifespan as number; + } return this; } @@ -76,10 +81,12 @@ export class CloudCarbonFootprint implements IImpactModelInterface { throw new Error('Required Parameters not provided'); } let eTotal = 0.0; - let mTotal = this.embodiedEmissions(); + let mTotal = 0.0; + // let mTotal = this.embodiedEmissions(); if (Array.isArray(observations)) { observations.forEach((observation: { [key: string]: any }) => { eTotal += this.calculateEnergy(observation); + mTotal += this.embodiedEmissions(observation); }); } console.log(mTotal, eTotal) @@ -183,6 +190,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { 'hundredPercent': parseFloat(instance['Instance @ 100%'].replace(',', '.')), }, 'vCPUs': parseInt(instance['Instance vCPU'], 10), + 'maxvCPUs': parseInt(instance['Platform Total Number of vCPU'], 10), 'name': instance['Instance type'], } as IComputeInstance; }); @@ -199,6 +207,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { 'minWatts': this.gcpList[architecture]['Min Watts'] * cpus, 'maxWatts': this.gcpList[architecture]['Max Watts'] * cpus, }, + 'maxvCPUs': parseInt(instance['Platform vCPUs (highest vCPU possible)'], 10) } as IComputeInstance; }); azure_instances.forEach((instance: { [key: string]: any }) => { @@ -214,6 +223,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { }, 'name': instance['Virtual Machine'], 'vCPUs': instance['Instance vCPUs'], + 'maxvCPUs': parseInt(instance['Platform vCPUs (highest vCPU possible)'], 10) } as IComputeInstance; }); aws_embodied.forEach((instance: { [key: string]: any }) => { @@ -227,7 +237,21 @@ export class CloudCarbonFootprint implements IImpactModelInterface { }); } - embodiedEmissions(): number { - return this.computeInstances[this.provider][this.instanceType].embodiedEmission; + embodiedEmissions(observation: { [key: string]: any; }): number { + // duration + const duration_in_hours = observation['duration'] / 3600; + // M = TE * (TR/EL) * (RR/TR) + // Where: + // TE = Total Embodied Emissions, the sum of Life Cycle Assessment(LCA) emissions for all hardware components + // TR = Time Reserved, the length of time the hardware is reserved for use by the software + // EL = Expected Lifespan, the anticipated time that the equipment will be installed + // RR = Resources Reserved, the number of resources reserved for use by the software. + // TR = Total Resources, the total number of resources available. + const TotalEmissions = this.computeInstances[this.provider][this.instanceType].embodiedEmission ?? 0; + const TimeReserved = duration_in_hours; + const ExpectedLifespan = 8760 * this.expectedLifespan; + const ReservedResources = this.computeInstances[this.provider][this.instanceType].vCPUs ?? 1.0; + const TotalResources = this.computeInstances[this.provider][this.instanceType].maxVCPUs ?? 1.0; + return TotalEmissions * (TimeReserved / ExpectedLifespan) * (ReservedResources / TotalResources); } } From 5f0036f423796e2523858f27ba074248d16d328c Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 14 Aug 2023 17:18:38 +0530 Subject: [PATCH 16/62] Fix unit tests for ccf Signed-off-by: Gnanakeethan --- src/lib/ccf/index.test.ts | 29 +++++++++++++++++++++++------ src/lib/ccf/index.ts | 22 +++++++++++----------- 2 files changed, 34 insertions(+), 17 deletions(-) diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts index fbd90d626..5f10d57f6 100644 --- a/src/lib/ccf/index.test.ts +++ b/src/lib/ccf/index.test.ts @@ -1,4 +1,4 @@ -import {describe, jest, test} from '@jest/globals'; +import {describe, expect, jest, test} from '@jest/globals'; import {CloudCarbonFootprint} from "./index"; jest.setTimeout(30000); @@ -7,13 +7,19 @@ describe('ccf:configure test', () => { test('initialize with params', async () => { const impactModel = new CloudCarbonFootprint(); await impactModel.configure('test', {'provider': 'aws', 'instance_type': 't2.micro'}); - const result = await impactModel.calculate([{'duration': 3600, 'cpu': 0.5, 'datetime': '2021-01-01T00:00:00Z'}]) - console.log(result); + await expect(impactModel.calculate([{'duration': 3600, 'cpu': 0.5, 'datetime': '2021-01-01T00:00:00Z'}])) + .resolves + .toStrictEqual([ + { + e:0.004900000000000001, + m:0.04216723744292237 + }, + ]); }); test('initialize with params', async () => { const impactModel = new CloudCarbonFootprint(); await impactModel.configure('test', {'provider': 'aws', 'instance_type': 't2.micro'}); - const result = await impactModel.calculate([ + await expect(impactModel.calculate([ { 'duration': 3600, 'cpu': 0.5, @@ -24,7 +30,18 @@ describe('ccf:configure test', () => { 'cpu': 0.5, 'datetime': '2021-01-02T00:00:00Z' } - ]) - console.log(result); + ])) + .resolves + .toStrictEqual([ + { + e:0.004900000000000001, + m:0.04216723744292237 + }, + { + e:0.004900000000000001, + m:0.04216723744292237 + }, + ]); + }); }); diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 2183244bf..3acd0caf4 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -49,7 +49,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { } async configure(name: string, staticParams: object | undefined = undefined): Promise { - console.log(name, staticParams) + this.name = name; if (staticParams === undefined) { throw new Error('Required Parameters not provided'); } @@ -76,24 +76,24 @@ export class CloudCarbonFootprint implements IImpactModelInterface { } async calculate(observations: object | object[] | undefined): Promise { - console.log(observations); if (observations === undefined) { throw new Error('Required Parameters not provided'); } - let eTotal = 0.0; - let mTotal = 0.0; // let mTotal = this.embodiedEmissions(); + const results: any[] = []; if (Array.isArray(observations)) { + observations.forEach((observation: { [key: string]: any }) => { - eTotal += this.calculateEnergy(observation); - mTotal += this.embodiedEmissions(observation); + const e = this.calculateEnergy(observation); + const m = this.embodiedEmissions(observation); + results.push({ + "e": e, + "m": m, + }); }); + } - console.log(mTotal, eTotal) - return { - "e": eTotal, - "m": mTotal, - }; + return results; } calculateEnergy(observation: { [key: string]: any; }) { From 1aaef1574045a8de62208014cfdff4047dcfafae Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Fri, 18 Aug 2023 16:35:37 +0530 Subject: [PATCH 17/62] Adding variance for testing. Signed-off-by: Gnanakeethan --- src/lib/ccf/index.test.ts | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts index 5f10d57f6..efd6cd5ef 100644 --- a/src/lib/ccf/index.test.ts +++ b/src/lib/ccf/index.test.ts @@ -26,7 +26,7 @@ describe('ccf:configure test', () => { 'datetime': '2021-01-01T00:00:00Z' }, { - 'duration': 3600, + 'duration': 3600*2, 'cpu': 0.5, 'datetime': '2021-01-02T00:00:00Z' } @@ -38,8 +38,8 @@ describe('ccf:configure test', () => { m:0.04216723744292237 }, { - e:0.004900000000000001, - m:0.04216723744292237 + e:0.004900000000000001*2, + m:0.04216723744292237*2 }, ]); From 29ee6649f389cc427e1810e641f4b0e3cb546eda Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Fri, 18 Aug 2023 16:51:46 +0530 Subject: [PATCH 18/62] Adding tests for errors Signed-off-by: Gnanakeethan --- src/lib/ccf/index.test.ts | 33 ++++++++++++++++++++++++++------- src/lib/ccf/index.ts | 2 +- 2 files changed, 27 insertions(+), 8 deletions(-) diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts index efd6cd5ef..ca30994ab 100644 --- a/src/lib/ccf/index.test.ts +++ b/src/lib/ccf/index.test.ts @@ -11,8 +11,8 @@ describe('ccf:configure test', () => { .resolves .toStrictEqual([ { - e:0.004900000000000001, - m:0.04216723744292237 + e: 0.004900000000000001, + m: 0.04216723744292237 }, ]); }); @@ -26,7 +26,7 @@ describe('ccf:configure test', () => { 'datetime': '2021-01-01T00:00:00Z' }, { - 'duration': 3600*2, + 'duration': 3600 * 2, 'cpu': 0.5, 'datetime': '2021-01-02T00:00:00Z' } @@ -34,14 +34,33 @@ describe('ccf:configure test', () => { .resolves .toStrictEqual([ { - e:0.004900000000000001, - m:0.04216723744292237 + e: 0.004900000000000001, + m: 0.04216723744292237 }, { - e:0.004900000000000001*2, - m:0.04216723744292237*2 + e: 0.004900000000000001 * 2, + m: 0.04216723744292237 * 2 }, ]); }); + + test('initialize with wrong params', async () => { + const impactModel = new CloudCarbonFootprint(); + await expect(impactModel.configure('test', {'provider': 'aws', 'instance_type': 't5.micro'})) + .rejects + .toThrowError(); + await expect(impactModel.calculate([{'duration': 3600, 'cpu': 0.5, 'datetime': '2021-01-01T00:00:00Z'}])) + .rejects + .toThrowError(); + }); + test('initialize with wrong params', async () => { + const impactModel = new CloudCarbonFootprint(); + await expect(impactModel.configure('test', {'provider': 'aws2', 'instance_type': 't2.micro'})) + .rejects + .toThrowError(); + await expect(impactModel.calculate([{'duration': 3600, 'cpu': 0.5, 'datetime': '2021-01-01T00:00:00Z'}])) + .rejects + .toThrowError(); + }); }); diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 3acd0caf4..0103d944c 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -76,7 +76,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { } async calculate(observations: object | object[] | undefined): Promise { - if (observations === undefined) { + if (observations === undefined|| this.instanceType === '' || this.provider === '') { throw new Error('Required Parameters not provided'); } // let mTotal = this.embodiedEmissions(); From 9134d5e1ccac438d42db74fb40b40a5c60dcabdf Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Fri, 18 Aug 2023 16:53:03 +0530 Subject: [PATCH 19/62] Adding detailed error message Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 0103d944c..686a0ba3b 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -76,9 +76,12 @@ export class CloudCarbonFootprint implements IImpactModelInterface { } async calculate(observations: object | object[] | undefined): Promise { - if (observations === undefined|| this.instanceType === '' || this.provider === '') { + if (observations === undefined) { throw new Error('Required Parameters not provided'); } + if (this.instanceType === '' || this.provider === '') { + throw new Error('Configuration is incomplete'); + } // let mTotal = this.embodiedEmissions(); const results: any[] = []; if (Array.isArray(observations)) { From 7b0217c8c2957ac12b8a6b91b1a8b1410b03c254 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Sat, 19 Aug 2023 04:59:10 +0530 Subject: [PATCH 20/62] adding tests for wrong observations Signed-off-by: Gnanakeethan --- src/lib/ccf/index.test.ts | 9 +++++++++ src/lib/ccf/index.ts | 1 - 2 files changed, 9 insertions(+), 1 deletion(-) diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts index ca30994ab..0f18cdcfc 100644 --- a/src/lib/ccf/index.test.ts +++ b/src/lib/ccf/index.test.ts @@ -63,4 +63,13 @@ describe('ccf:configure test', () => { .rejects .toThrowError(); }); + + test('initialize with correct params but wrong observation', async () => { + const impactModel = new CloudCarbonFootprint(); + await expect(impactModel.configure('test', {'provider': 'aws', 'instance_type': 't2.micro'})) + .resolves.toBeInstanceOf(CloudCarbonFootprint); + await expect(impactModel.calculate([{'duration': 3600, 'cpus': 0.5, 'datetime': '2021-01-01T00:00:00Z'}])) + .rejects + .toThrowError(); + }); }); diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 686a0ba3b..752fc98dc 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -85,7 +85,6 @@ export class CloudCarbonFootprint implements IImpactModelInterface { // let mTotal = this.embodiedEmissions(); const results: any[] = []; if (Array.isArray(observations)) { - observations.forEach((observation: { [key: string]: any }) => { const e = this.calculateEnergy(observation); const m = this.embodiedEmissions(observation); From f1f25a61245493ea70181b60f000285fe12bbeb7 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 21 Aug 2023 05:26:08 +0530 Subject: [PATCH 21/62] Adding comments Signed-off-by: Gnanakeethan --- Makefile | 2 +- src/lib/ccf/index.ts | 27 ++++++++++++++++++++++++++- 2 files changed, 27 insertions(+), 2 deletions(-) diff --git a/Makefile b/Makefile index 375dcdf3f..e37b8f6b9 100644 --- a/Makefile +++ b/Makefile @@ -1,6 +1,6 @@ - +#Converts the CSV files from CCF Coefficients Database to JSON. ccf-data: cat third-party/ccf-coefficients/data/aws-instances.csv | python -c 'import csv, json, sys; print(json.dumps([dict(r) for r in csv.DictReader(sys.stdin)]))' > lib/ccf/aws-instances.json cat third-party/ccf-coefficients/output/coefficients-aws-use.csv | python -c 'import csv, json, sys; print(json.dumps([dict(r) for r in csv.DictReader(sys.stdin)]))' > lib/ccf/aws-use.json diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 752fc98dc..09875b99f 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -10,6 +10,7 @@ import * as gcp_embodied from './gcp-embodied.json'; import * as aws_embodied from './aws-embodied.json'; import * as azure_embodied from './azure-embodied.json'; +// consumption information for a single instance interface IConsumption { idle?: number; tenPercent?: number; @@ -19,6 +20,7 @@ interface IConsumption { maxWatts?: number; } +// information about a single compute instance interface IComputeInstance { consumption: IConsumption; embodiedEmission?: number; @@ -33,9 +35,12 @@ export class CloudCarbonFootprint implements IImpactModelInterface { name: string | undefined; // compute instances grouped by the provider with usage data computeInstances: { [key: string]: { [key: string]: IComputeInstance } } = {}; + + // list of all the compute instances by Architecture gcpList: { [key: string]: any } = {}; azureList: { [key: string]: any } = {}; awsList: { [key: string]: any } = {}; + provider: string = ''; instanceType: string = ''; expectedLifespan = 4; @@ -47,7 +52,13 @@ export class CloudCarbonFootprint implements IImpactModelInterface { authenticate(authParams: object): void { this.authParams = authParams; } - + /* + * Configuration Parameters for StaticParams + * + * provider: aws, gcp, azure + * instance_type: instance type from the list of supported instances + * expected_lifespan: expected lifespan of the instance in years + */ async configure(name: string, staticParams: object | undefined = undefined): Promise { this.name = name; if (staticParams === undefined) { @@ -75,6 +86,14 @@ export class CloudCarbonFootprint implements IImpactModelInterface { return this; } + /* + * Calculate the total emissions for a list of observations + * + * Each Observation require: + * datetime: ISO 8601 datetime string + * duration: duration of the observation in seconds + * cpu: cpu usage in percentage + */ async calculate(observations: object | object[] | undefined): Promise { if (observations === undefined) { throw new Error('Required Parameters not provided'); @@ -143,6 +162,11 @@ export class CloudCarbonFootprint implements IImpactModelInterface { return "ccf.cloud.sci"; } + /* + * Standardize the instance metrics for all the providers + * + * Maps the instance metrics to a standard format (min, max, idle, 10%, 50%, 100%) for all the providers + */ standardizeInstanceMetrics() { this.computeInstances['aws'] = {}; this.computeInstances['gcp'] = {}; @@ -239,6 +263,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { }); } + // Calculates the embodied emissions for a given observation embodiedEmissions(observation: { [key: string]: any; }): number { // duration const duration_in_hours = observation['duration'] / 3600; From ed339af8d1c5fa45d265083fa26137eb08da1844 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 21 Aug 2023 05:32:13 +0530 Subject: [PATCH 22/62] adding comments Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 09875b99f..96383509a 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -117,6 +117,16 @@ export class CloudCarbonFootprint implements IImpactModelInterface { return results; } + /* + * Calculates the energy consumption for a single observation + * requires + * + * duration: duration of the observation in seconds + * cpu: cpu usage in percentage + * datetime: ISO 8601 datetime string + * + * Uses a spline method for AWS and linear interpolation for GCP and Azure + */ calculateEnergy(observation: { [key: string]: any; }) { if (!('duration' in observation) || !('cpu' in observation) || !('datetime' in observation)) { throw new Error('Required Parameters duration,cpu,datetime not provided for observation'); From 47eeb9f39a8f017cc7aa0506992cb6ad8eb3e404 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 21 Aug 2023 06:30:23 +0530 Subject: [PATCH 23/62] AWS Instance Architecture calculations Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 46 +++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 45 insertions(+), 1 deletion(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 96383509a..221c5763f 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -1,3 +1,4 @@ +import {INSTANCE_TYPE_COMPUTE_PROCESSOR_MAPPING} from "@cloud-carbon-footprint/aws/dist/lib/AWSInstanceTypes"; import {IImpactModelInterface} from "../interfaces"; import Spline from 'typescript-cubic-spline'; import * as aws_instances from './aws-instances.json'; @@ -52,6 +53,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { authenticate(authParams: object): void { this.authParams = authParams; } + /* * Configuration Parameters for StaticParams * @@ -214,18 +216,60 @@ export class CloudCarbonFootprint implements IImpactModelInterface { 'Max Watts': azureAvgMax, 'Architecture': 'Average', } + let awsMin = 0.0; + let awsMax = 0.0; + let awsCount = 0; aws_use.forEach((instance: { [key: string]: any }) => { this.awsList[instance['Architecture']] = instance; + awsMin += parseFloat(instance['Min Watts']); + awsMax += parseFloat(instance['Max Watts']); + awsCount += 1; }); + const awsAvgMin = awsMin / awsCount; + const awsAvgMax = awsMax / awsCount; + this.awsList['Average'] = { + 'Min Watts': awsAvgMin, + 'Max Watts': awsAvgMax, + 'Architecture': 'Average', + } aws_instances.forEach((instance: { [key: string]: any }) => { + const cpus = parseInt(instance['Instance vCPU'], 10); + let architectures = INSTANCE_TYPE_COMPUTE_PROCESSOR_MAPPING[instance['Instance type']] ?? ['Average'] + let minWatts = 0.0; + let maxWatts = 0.0; + let count = 0; + architectures.forEach((architecture: string) => { + if (architecture.includes('AMD ')) { + architecture = architecture.substring(4); + } + if (architecture.includes("Skylake")) { + architecture = "Sky Lake"; + } + if (architecture.includes('Graviton')) { + architecture = 'Graviton'; + } + if (architecture.includes('Unknown')) { + architecture = 'Average'; + } + if (!(architecture in this.awsList)){ + console.log("ARCHITECTURE:", architecture) + } + minWatts += this.awsList[architecture]['Min Watts'] ?? 0; + maxWatts += this.awsList[architecture]['Max Watts'] ?? 0; + count += 1; + }); + minWatts = minWatts / count; + maxWatts = maxWatts / count; this.computeInstances['aws'][instance['Instance type']] = { 'consumption': { 'idle': parseFloat(instance['Instance @ Idle'].replace(',', '.')), 'tenPercent': parseFloat(instance['Instance @ 10%'].replace(',', '.')), 'fiftyPercent': parseFloat(instance['Instance @ 50%'].replace(',', '.')), 'hundredPercent': parseFloat(instance['Instance @ 100%'].replace(',', '.')), + 'minWatts': minWatts, + 'maxWatts': maxWatts, }, - 'vCPUs': parseInt(instance['Instance vCPU'], 10), + 'vCPUs': cpus, 'maxvCPUs': parseInt(instance['Platform Total Number of vCPU'], 10), 'name': instance['Instance type'], } as IComputeInstance; From 1f1d847828ab58331977eb3ac3f8ca9054d79ee3 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 21 Aug 2023 09:04:14 +0530 Subject: [PATCH 24/62] Resolve architecture Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 39 +++++++++++++++++++++++---------------- 1 file changed, 23 insertions(+), 16 deletions(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 221c5763f..42772c595 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -239,21 +239,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { let maxWatts = 0.0; let count = 0; architectures.forEach((architecture: string) => { - if (architecture.includes('AMD ')) { - architecture = architecture.substring(4); - } - if (architecture.includes("Skylake")) { - architecture = "Sky Lake"; - } - if (architecture.includes('Graviton')) { - architecture = 'Graviton'; - } - if (architecture.includes('Unknown')) { - architecture = 'Average'; - } - if (!(architecture in this.awsList)){ - console.log("ARCHITECTURE:", architecture) - } + architecture = this.resolveAwsArchitecture(architecture); minWatts += this.awsList[architecture]['Min Watts'] ?? 0; maxWatts += this.awsList[architecture]['Max Watts'] ?? 0; count += 1; @@ -317,7 +303,28 @@ export class CloudCarbonFootprint implements IImpactModelInterface { }); } - // Calculates the embodied emissions for a given observation + // Architecture strings are different between Instances-Use.JSON and the bundled Typescript from CCF. + // This function resolves the differences. + private resolveAwsArchitecture(architecture: string) { + if (architecture.includes('AMD ')) { + architecture = architecture.substring(4); + } + if (architecture.includes("Skylake")) { + architecture = "Sky Lake"; + } + if (architecture.includes('Graviton')) { + architecture = 'Graviton'; + } + if (architecture.includes('Unknown')) { + architecture = 'Average'; + } + if (!(architecture in this.awsList)) { + console.log("ARCHITECTURE:", architecture) + } + return architecture; + } + +// Calculates the embodied emissions for a given observation embodiedEmissions(observation: { [key: string]: any; }): number { // duration const duration_in_hours = observation['duration'] / 3600; From 8c5854fc4cadd7bc358e81331b1e4e2ec034461c Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 21 Aug 2023 09:24:07 +0530 Subject: [PATCH 25/62] Adding linear interpolation Signed-off-by: Gnanakeethan --- src/lib/ccf/index.test.ts | 12 ++++++------ src/lib/ccf/index.ts | 21 +++++++++++++++------ 2 files changed, 21 insertions(+), 12 deletions(-) diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts index 0f18cdcfc..242ce23fe 100644 --- a/src/lib/ccf/index.test.ts +++ b/src/lib/ccf/index.test.ts @@ -7,7 +7,7 @@ describe('ccf:configure test', () => { test('initialize with params', async () => { const impactModel = new CloudCarbonFootprint(); await impactModel.configure('test', {'provider': 'aws', 'instance_type': 't2.micro'}); - await expect(impactModel.calculate([{'duration': 3600, 'cpu': 0.5, 'datetime': '2021-01-01T00:00:00Z'}])) + await expect(impactModel.calculate([{'duration': 3600, 'cpu': 1, 'datetime': '2021-01-01T00:00:00Z'}])) .resolves .toStrictEqual([ { @@ -22,12 +22,12 @@ describe('ccf:configure test', () => { await expect(impactModel.calculate([ { 'duration': 3600, - 'cpu': 0.5, + 'cpu': 1, 'datetime': '2021-01-01T00:00:00Z' }, { 'duration': 3600 * 2, - 'cpu': 0.5, + 'cpu': 1, 'datetime': '2021-01-02T00:00:00Z' } ])) @@ -50,7 +50,7 @@ describe('ccf:configure test', () => { await expect(impactModel.configure('test', {'provider': 'aws', 'instance_type': 't5.micro'})) .rejects .toThrowError(); - await expect(impactModel.calculate([{'duration': 3600, 'cpu': 0.5, 'datetime': '2021-01-01T00:00:00Z'}])) + await expect(impactModel.calculate([{'duration': 3600, 'cpu': 1, 'datetime': '2021-01-01T00:00:00Z'}])) .rejects .toThrowError(); }); @@ -59,7 +59,7 @@ describe('ccf:configure test', () => { await expect(impactModel.configure('test', {'provider': 'aws2', 'instance_type': 't2.micro'})) .rejects .toThrowError(); - await expect(impactModel.calculate([{'duration': 3600, 'cpu': 0.5, 'datetime': '2021-01-01T00:00:00Z'}])) + await expect(impactModel.calculate([{'duration': 3600, 'cpu': 1, 'datetime': '2021-01-01T00:00:00Z'}])) .rejects .toThrowError(); }); @@ -68,7 +68,7 @@ describe('ccf:configure test', () => { const impactModel = new CloudCarbonFootprint(); await expect(impactModel.configure('test', {'provider': 'aws', 'instance_type': 't2.micro'})) .resolves.toBeInstanceOf(CloudCarbonFootprint); - await expect(impactModel.calculate([{'duration': 3600, 'cpus': 0.5, 'datetime': '2021-01-01T00:00:00Z'}])) + await expect(impactModel.calculate([{'duration': 3600, 'cpus': 1, 'datetime': '2021-01-01T00:00:00Z'}])) .rejects .toThrowError(); }); diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 42772c595..f78254801 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -45,6 +45,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { provider: string = ''; instanceType: string = ''; expectedLifespan = 4; + interpolation: string = 'linear'; constructor() { this.standardizeInstanceMetrics(); @@ -60,6 +61,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { * provider: aws, gcp, azure * instance_type: instance type from the list of supported instances * expected_lifespan: expected lifespan of the instance in years + * interpolation: linear(All Clouds), spline (only for AWS) */ async configure(name: string, staticParams: object | undefined = undefined): Promise { this.name = name; @@ -85,6 +87,14 @@ export class CloudCarbonFootprint implements IImpactModelInterface { if ('expected_lifespan' in staticParams) { this.expectedLifespan = staticParams?.expected_lifespan as number; } + if ('interpolation' in staticParams) { + const interpolation = staticParams?.interpolation as string; + if (['linear', 'spline'].includes(interpolation)) { + this.interpolation = interpolation; + } else { + throw new Error('Interpolation method not supported'); + } + } return this; } @@ -139,7 +149,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { const cpu = observation['cpu'] * 100.0; // get the wattage for the instance type let wattage = 0; - if (this.provider === 'aws') { + if (this.provider === 'aws' && this.interpolation === 'spline') { const x = [0, 10, 50, 100]; const y: number[] = [ this.computeInstances['aws'][this.instanceType].consumption.idle ?? 0, @@ -149,13 +159,12 @@ export class CloudCarbonFootprint implements IImpactModelInterface { ]; const spline = new Spline(x, y); wattage = spline.at(cpu); - } else if (this.provider === 'gcp' || this.provider === 'azure') { + } else { const idle = this.computeInstances[this.provider][this.instanceType].consumption.minWatts ?? 0; const max = this.computeInstances[this.provider][this.instanceType].consumption.maxWatts ?? 0; - const x = [0, 100]; - const y: number[] = [idle, max]; - const spline = new Spline(x, y); - wattage = spline.at(cpu); + // linear interpolation + wattage = idle + (max - idle) * (cpu / 100); + console.log('idle', idle, 'max', max, 'cpu', cpu, 'wattage', wattage); } // duration is in seconds // wattage is in watts From 26b34e5edff92799a72ddd6eac5207887969b345 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 21 Aug 2023 09:27:20 +0530 Subject: [PATCH 26/62] Update Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index f78254801..aaa9f1ed5 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -113,7 +113,6 @@ export class CloudCarbonFootprint implements IImpactModelInterface { if (this.instanceType === '' || this.provider === '') { throw new Error('Configuration is incomplete'); } - // let mTotal = this.embodiedEmissions(); const results: any[] = []; if (Array.isArray(observations)) { observations.forEach((observation: { [key: string]: any }) => { @@ -148,7 +147,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { // convert cpu usage to percentage const cpu = observation['cpu'] * 100.0; // get the wattage for the instance type - let wattage = 0; + let wattage; if (this.provider === 'aws' && this.interpolation === 'spline') { const x = [0, 10, 50, 100]; const y: number[] = [ From 77ad0e6f8b0111bc9260fd15249394cded282812 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 21 Aug 2023 09:33:40 +0530 Subject: [PATCH 27/62] Remove log Signed-off-by: Gnanakeethan --- src/lib/ccf/index.test.ts | 6 +++++- src/lib/ccf/index.ts | 1 - 2 files changed, 5 insertions(+), 2 deletions(-) diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts index 242ce23fe..c8138c0ba 100644 --- a/src/lib/ccf/index.test.ts +++ b/src/lib/ccf/index.test.ts @@ -6,7 +6,11 @@ jest.setTimeout(30000); describe('ccf:configure test', () => { test('initialize with params', async () => { const impactModel = new CloudCarbonFootprint(); - await impactModel.configure('test', {'provider': 'aws', 'instance_type': 't2.micro'}); + await impactModel.configure('test', { + 'provider': 'aws', + 'instance_type': 't2.micro', + 'interpolation': 'spline' + }); await expect(impactModel.calculate([{'duration': 3600, 'cpu': 1, 'datetime': '2021-01-01T00:00:00Z'}])) .resolves .toStrictEqual([ diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index aaa9f1ed5..f13fb9da9 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -163,7 +163,6 @@ export class CloudCarbonFootprint implements IImpactModelInterface { const max = this.computeInstances[this.provider][this.instanceType].consumption.maxWatts ?? 0; // linear interpolation wattage = idle + (max - idle) * (cpu / 100); - console.log('idle', idle, 'max', max, 'cpu', cpu, 'wattage', wattage); } // duration is in seconds // wattage is in watts From e4072c9ae7e2519ef2ab2092a2a7028e0ef6c44a Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 21 Aug 2023 10:00:40 +0530 Subject: [PATCH 28/62] Update tests to use spline mode Signed-off-by: Gnanakeethan --- src/lib/ccf/index.test.ts | 22 +++++++++++++++------- 1 file changed, 15 insertions(+), 7 deletions(-) diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts index c8138c0ba..cd7fbe9fe 100644 --- a/src/lib/ccf/index.test.ts +++ b/src/lib/ccf/index.test.ts @@ -11,7 +11,7 @@ describe('ccf:configure test', () => { 'instance_type': 't2.micro', 'interpolation': 'spline' }); - await expect(impactModel.calculate([{'duration': 3600, 'cpu': 1, 'datetime': '2021-01-01T00:00:00Z'}])) + await expect(impactModel.calculate([{'duration': 3600, 'cpu': 0.5, 'datetime': '2021-01-01T00:00:00Z'}])) .resolves .toStrictEqual([ { @@ -22,16 +22,20 @@ describe('ccf:configure test', () => { }); test('initialize with params', async () => { const impactModel = new CloudCarbonFootprint(); - await impactModel.configure('test', {'provider': 'aws', 'instance_type': 't2.micro'}); + await impactModel.configure('test', { + 'provider': 'aws', + 'instance_type': 't2.micro', + 'interpolation': 'spline' + }); await expect(impactModel.calculate([ { 'duration': 3600, - 'cpu': 1, + 'cpu': 0.5, 'datetime': '2021-01-01T00:00:00Z' }, { 'duration': 3600 * 2, - 'cpu': 1, + 'cpu': 0.5, 'datetime': '2021-01-02T00:00:00Z' } ])) @@ -51,10 +55,14 @@ describe('ccf:configure test', () => { test('initialize with wrong params', async () => { const impactModel = new CloudCarbonFootprint(); - await expect(impactModel.configure('test', {'provider': 'aws', 'instance_type': 't5.micro'})) + await expect(impactModel.configure('test', { + 'provider': 'aws', + 'instance_type': 't5.micro', + 'interpolation': 'spline', + })) .rejects .toThrowError(); - await expect(impactModel.calculate([{'duration': 3600, 'cpu': 1, 'datetime': '2021-01-01T00:00:00Z'}])) + await expect(impactModel.calculate([{'duration': 3600, 'cpu': 0.5, 'datetime': '2021-01-01T00:00:00Z'}])) .rejects .toThrowError(); }); @@ -63,7 +71,7 @@ describe('ccf:configure test', () => { await expect(impactModel.configure('test', {'provider': 'aws2', 'instance_type': 't2.micro'})) .rejects .toThrowError(); - await expect(impactModel.calculate([{'duration': 3600, 'cpu': 1, 'datetime': '2021-01-01T00:00:00Z'}])) + await expect(impactModel.calculate([{'duration': 3600, 'cpu': 0.5, 'datetime': '2021-01-01T00:00:00Z'}])) .rejects .toThrowError(); }); From 48b7964a21a35cb86f22513b152bd0419e05423c Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 21 Aug 2023 10:38:19 +0530 Subject: [PATCH 29/62] Graviton2 Microarchitecture Added for AWS in CCF Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index f13fb9da9..82223302c 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -194,6 +194,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { let gcpMax = 0.0; let gcpCount = 0; // standardize gcp emissions + // gcp_use loaded from coefficients-gcp-use.csv file from CCF gcp_use.forEach((instance: { [key: string]: any }) => { this.gcpList[instance['Architecture']] = instance; gcpMin += parseFloat(instance['Min Watts']); @@ -210,6 +211,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { let azureMin = 0.0; let azureMax = 0.0; let azureCount = 0; + // azure_use loaded from coefficients-azure-use.csv file from CCF azure_use.forEach((instance: { [key: string]: any }) => { this.azureList[instance['Architecture']] = instance; azureMin += parseFloat(instance['Min Watts']); @@ -226,6 +228,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { let awsMin = 0.0; let awsMax = 0.0; let awsCount = 0; + // aws_use loaded from coefficients-aws-use.csv file from CCF aws_use.forEach((instance: { [key: string]: any }) => { this.awsList[instance['Architecture']] = instance; awsMin += parseFloat(instance['Min Watts']); @@ -320,7 +323,13 @@ export class CloudCarbonFootprint implements IImpactModelInterface { architecture = "Sky Lake"; } if (architecture.includes('Graviton')) { - architecture = 'Graviton'; + if (architecture.includes('2')) { + architecture = 'Graviton2'; + } else if (architecture.includes('3')) { + architecture = 'Graviton3'; + } else { + architecture = 'Graviton'; + } } if (architecture.includes('Unknown')) { architecture = 'Average'; From ccc3c89879430978dcbaab3bc2778d9fe2deb4e6 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 21 Aug 2023 10:49:55 +0530 Subject: [PATCH 30/62] typo Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 82223302c..912da6dac 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -340,7 +340,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { return architecture; } -// Calculates the embodied emissions for a given observation + // Calculates the embodied emissions for a given observation embodiedEmissions(observation: { [key: string]: any; }): number { // duration const duration_in_hours = observation['duration'] / 3600; From 613fe84a9de89fa735c435756b347585eebfb2c3 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 21 Aug 2023 11:22:20 +0530 Subject: [PATCH 31/62] Support interpolation only on aws Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 19 ++++++++++++++++--- 1 file changed, 16 insertions(+), 3 deletions(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 912da6dac..cf88d4d63 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -30,7 +30,13 @@ interface IComputeInstance { maxVCPUs?: number; } +export enum Interpolation { + LINEAR = 'linear', + SPLINE = 'spline' +} + export class CloudCarbonFootprint implements IImpactModelInterface { + // Defined for compatibility. Not used in CCF. authParams: object | undefined; // name of the data source name: string | undefined; @@ -45,17 +51,21 @@ export class CloudCarbonFootprint implements IImpactModelInterface { provider: string = ''; instanceType: string = ''; expectedLifespan = 4; - interpolation: string = 'linear'; + + interpolation = Interpolation.LINEAR; constructor() { this.standardizeInstanceMetrics(); } + // Defined for compatibility. Not used in CCF. authenticate(authParams: object): void { this.authParams = authParams; } /* + * Parameters: + * name: name of the resource * Configuration Parameters for StaticParams * * provider: aws, gcp, azure @@ -88,8 +98,11 @@ export class CloudCarbonFootprint implements IImpactModelInterface { this.expectedLifespan = staticParams?.expected_lifespan as number; } if ('interpolation' in staticParams) { - const interpolation = staticParams?.interpolation as string; - if (['linear', 'spline'].includes(interpolation)) { + if (this.provider !== 'aws') { + throw new Error('Interpolation method not supported'); + } + const interpolation = staticParams?.interpolation as Interpolation; + if (interpolation in Interpolation) { this.interpolation = interpolation; } else { throw new Error('Interpolation method not supported'); From 388f5327ea125e356a17064d1859f5a8995bd3b6 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 21 Aug 2023 11:42:14 +0530 Subject: [PATCH 32/62] Fix enum handling for interpolation Signed-off-by: Gnanakeethan --- src/lib/ccf/index.test.ts | 8 ++++---- src/lib/ccf/index.ts | 8 ++++++-- 2 files changed, 10 insertions(+), 6 deletions(-) diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts index cd7fbe9fe..605856401 100644 --- a/src/lib/ccf/index.test.ts +++ b/src/lib/ccf/index.test.ts @@ -1,5 +1,5 @@ import {describe, expect, jest, test} from '@jest/globals'; -import {CloudCarbonFootprint} from "./index"; +import {CloudCarbonFootprint, Interpolation} from "./index"; jest.setTimeout(30000); @@ -9,7 +9,7 @@ describe('ccf:configure test', () => { await impactModel.configure('test', { 'provider': 'aws', 'instance_type': 't2.micro', - 'interpolation': 'spline' + 'interpolation': Interpolation.SPLINE }); await expect(impactModel.calculate([{'duration': 3600, 'cpu': 0.5, 'datetime': '2021-01-01T00:00:00Z'}])) .resolves @@ -25,7 +25,7 @@ describe('ccf:configure test', () => { await impactModel.configure('test', { 'provider': 'aws', 'instance_type': 't2.micro', - 'interpolation': 'spline' + 'interpolation': Interpolation.SPLINE }); await expect(impactModel.calculate([ { @@ -58,7 +58,7 @@ describe('ccf:configure test', () => { await expect(impactModel.configure('test', { 'provider': 'aws', 'instance_type': 't5.micro', - 'interpolation': 'spline', + 'interpolation': Interpolation.SPLINE })) .rejects .toThrowError(); diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index cf88d4d63..46608a33e 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -85,6 +85,8 @@ export class CloudCarbonFootprint implements IImpactModelInterface { } else { throw new Error('Provider not supported'); } + } else { + throw new Error('Provider not provided'); } if ('instance_type' in staticParams) { const instanceType = staticParams?.instance_type as string; @@ -93,6 +95,8 @@ export class CloudCarbonFootprint implements IImpactModelInterface { } else { throw new Error('Instance Type not supported'); } + } else { + throw new Error('Instance Type not provided'); } if ('expected_lifespan' in staticParams) { this.expectedLifespan = staticParams?.expected_lifespan as number; @@ -102,8 +106,8 @@ export class CloudCarbonFootprint implements IImpactModelInterface { throw new Error('Interpolation method not supported'); } const interpolation = staticParams?.interpolation as Interpolation; - if (interpolation in Interpolation) { - this.interpolation = interpolation; + if (Object.values(Interpolation).includes(interpolation)) { + this.interpolation = interpolation as Interpolation; } else { throw new Error('Interpolation method not supported'); } From d411222af33be3dcede2c533a33af43ec2211544 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 21 Aug 2023 11:42:44 +0530 Subject: [PATCH 33/62] Interpolation Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 46608a33e..df8a65141 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -105,7 +105,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { if (this.provider !== 'aws') { throw new Error('Interpolation method not supported'); } - const interpolation = staticParams?.interpolation as Interpolation; + const interpolation = staticParams?.interpolation as string; if (Object.values(Interpolation).includes(interpolation)) { this.interpolation = interpolation as Interpolation; } else { From c794e2dc56beb9a9cab8de27991cf512f77e6435 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 21 Aug 2023 15:41:05 +0530 Subject: [PATCH 34/62] Fixing interpolation enum handling Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index df8a65141..ecc2a0d62 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -105,9 +105,9 @@ export class CloudCarbonFootprint implements IImpactModelInterface { if (this.provider !== 'aws') { throw new Error('Interpolation method not supported'); } - const interpolation = staticParams?.interpolation as string; + const interpolation = staticParams?.interpolation as Interpolation; if (Object.values(Interpolation).includes(interpolation)) { - this.interpolation = interpolation as Interpolation; + this.interpolation = interpolation; } else { throw new Error('Interpolation method not supported'); } From 717fc63ed45266ab01b1275295d46e26442338ee Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 21 Aug 2023 15:46:44 +0530 Subject: [PATCH 35/62] Formatting comments Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 39 +++++++++++++++++++++++---------------- 1 file changed, 23 insertions(+), 16 deletions(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index ecc2a0d62..8c783c1ec 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -58,21 +58,23 @@ export class CloudCarbonFootprint implements IImpactModelInterface { this.standardizeInstanceMetrics(); } - // Defined for compatibility. Not used in CCF. + /** + * Defined for compatibility. Not used in CCF. + */ authenticate(authParams: object): void { this.authParams = authParams; } - /* - * Parameters: - * name: name of the resource - * Configuration Parameters for StaticParams - * - * provider: aws, gcp, azure - * instance_type: instance type from the list of supported instances - * expected_lifespan: expected lifespan of the instance in years - * interpolation: linear(All Clouds), spline (only for AWS) - */ + /** + * Parameters: + * name: name of the resource + * Configuration Parameters for StaticParams + * + * provider: aws, gcp, azure + * instance_type: instance type from the list of supported instances + * expected_lifespan: expected lifespan of the instance in years + * interpolation: linear(All Clouds), spline (only for AWS) + */ async configure(name: string, staticParams: object | undefined = undefined): Promise { this.name = name; if (staticParams === undefined) { @@ -115,7 +117,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { return this; } - /* + /** * Calculate the total emissions for a list of observations * * Each Observation require: @@ -145,7 +147,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { return results; } - /* + /** * Calculates the energy consumption for a single observation * requires * @@ -194,11 +196,14 @@ export class CloudCarbonFootprint implements IImpactModelInterface { } + /** + * Returns model identifier + */ modelIdentifier(): string { return "ccf.cloud.sci"; } - /* + /** * Standardize the instance metrics for all the providers * * Maps the instance metrics to a standard format (min, max, idle, 10%, 50%, 100%) for all the providers @@ -357,8 +362,10 @@ export class CloudCarbonFootprint implements IImpactModelInterface { return architecture; } - // Calculates the embodied emissions for a given observation - embodiedEmissions(observation: { [key: string]: any; }): number { + /** + * Calculates the embodied emissions for a given observation + */ + private embodiedEmissions(observation: { [key: string]: any; }): number { // duration const duration_in_hours = observation['duration'] / 3600; // M = TE * (TR/EL) * (RR/TR) From 12911a33eac2c4de45f70bb7f83de89e3b949f14 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 21 Aug 2023 15:50:24 +0530 Subject: [PATCH 36/62] Add newlines for readability Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 37 ++++++++++++++++++++++++++++++++++++- 1 file changed, 36 insertions(+), 1 deletion(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 8c783c1ec..588100f1a 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -77,9 +77,13 @@ export class CloudCarbonFootprint implements IImpactModelInterface { */ async configure(name: string, staticParams: object | undefined = undefined): Promise { this.name = name; + + if (staticParams === undefined) { throw new Error('Required Parameters not provided'); } + + if ('provider' in staticParams) { const provider = staticParams?.provider as string; if (['aws', 'gcp', 'azure'].includes(provider)) { @@ -90,6 +94,8 @@ export class CloudCarbonFootprint implements IImpactModelInterface { } else { throw new Error('Provider not provided'); } + + if ('instance_type' in staticParams) { const instanceType = staticParams?.instance_type as string; if (instanceType in this.computeInstances[this.provider]) { @@ -100,9 +106,13 @@ export class CloudCarbonFootprint implements IImpactModelInterface { } else { throw new Error('Instance Type not provided'); } + + if ('expected_lifespan' in staticParams) { this.expectedLifespan = staticParams?.expected_lifespan as number; } + + if ('interpolation' in staticParams) { if (this.provider !== 'aws') { throw new Error('Interpolation method not supported'); @@ -114,6 +124,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { throw new Error('Interpolation method not supported'); } } + return this; } @@ -126,24 +137,29 @@ export class CloudCarbonFootprint implements IImpactModelInterface { * cpu: cpu usage in percentage */ async calculate(observations: object | object[] | undefined): Promise { + if (observations === undefined) { throw new Error('Required Parameters not provided'); } + if (this.instanceType === '' || this.provider === '') { throw new Error('Configuration is incomplete'); } + const results: any[] = []; if (Array.isArray(observations)) { observations.forEach((observation: { [key: string]: any }) => { + const e = this.calculateEnergy(observation); const m = this.embodiedEmissions(observation); + results.push({ "e": e, "m": m, }); }); - } + return results; } @@ -158,28 +174,39 @@ export class CloudCarbonFootprint implements IImpactModelInterface { * Uses a spline method for AWS and linear interpolation for GCP and Azure */ calculateEnergy(observation: { [key: string]: any; }) { + if (!('duration' in observation) || !('cpu' in observation) || !('datetime' in observation)) { throw new Error('Required Parameters duration,cpu,datetime not provided for observation'); } + // duration is in seconds const duration = observation['duration']; + // convert cpu usage to percentage const cpu = observation['cpu'] * 100.0; + // get the wattage for the instance type let wattage; + if (this.provider === 'aws' && this.interpolation === 'spline') { + const x = [0, 10, 50, 100]; + const y: number[] = [ this.computeInstances['aws'][this.instanceType].consumption.idle ?? 0, this.computeInstances['aws'][this.instanceType].consumption.tenPercent ?? 0, this.computeInstances['aws'][this.instanceType].consumption.fiftyPercent ?? 0, this.computeInstances['aws'][this.instanceType].consumption.hundredPercent ?? 0 ]; + const spline = new Spline(x, y); + wattage = spline.at(cpu); } else { + const idle = this.computeInstances[this.provider][this.instanceType].consumption.minWatts ?? 0; const max = this.computeInstances[this.provider][this.instanceType].consumption.maxWatts ?? 0; + // linear interpolation wattage = idle + (max - idle) * (cpu / 100); } @@ -338,12 +365,15 @@ export class CloudCarbonFootprint implements IImpactModelInterface { // Architecture strings are different between Instances-Use.JSON and the bundled Typescript from CCF. // This function resolves the differences. private resolveAwsArchitecture(architecture: string) { + if (architecture.includes('AMD ')) { architecture = architecture.substring(4); } + if (architecture.includes("Skylake")) { architecture = "Sky Lake"; } + if (architecture.includes('Graviton')) { if (architecture.includes('2')) { architecture = 'Graviton2'; @@ -353,12 +383,15 @@ export class CloudCarbonFootprint implements IImpactModelInterface { architecture = 'Graviton'; } } + if (architecture.includes('Unknown')) { architecture = 'Average'; } + if (!(architecture in this.awsList)) { console.log("ARCHITECTURE:", architecture) } + return architecture; } @@ -380,6 +413,8 @@ export class CloudCarbonFootprint implements IImpactModelInterface { const ExpectedLifespan = 8760 * this.expectedLifespan; const ReservedResources = this.computeInstances[this.provider][this.instanceType].vCPUs ?? 1.0; const TotalResources = this.computeInstances[this.provider][this.instanceType].maxVCPUs ?? 1.0; + + return TotalEmissions * (TimeReserved / ExpectedLifespan) * (ReservedResources / TotalResources); } } From db559c564feb927c3bd692c19c07f6f560cca874 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Mon, 21 Aug 2023 16:31:34 +0530 Subject: [PATCH 37/62] Conversion to private variables Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 22 +++++++++++----------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 588100f1a..cc188a77d 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -41,18 +41,18 @@ export class CloudCarbonFootprint implements IImpactModelInterface { // name of the data source name: string | undefined; // compute instances grouped by the provider with usage data - computeInstances: { [key: string]: { [key: string]: IComputeInstance } } = {}; + private computeInstances: { [key: string]: { [key: string]: IComputeInstance } } = {}; // list of all the compute instances by Architecture - gcpList: { [key: string]: any } = {}; - azureList: { [key: string]: any } = {}; - awsList: { [key: string]: any } = {}; + private gcpList: { [key: string]: any } = {}; + private azureList: { [key: string]: any } = {}; + private awsList: { [key: string]: any } = {}; - provider: string = ''; - instanceType: string = ''; - expectedLifespan = 4; + private provider: string = ''; + private instanceType: string = ''; + private expectedLifespan = 4; - interpolation = Interpolation.LINEAR; + private interpolation = Interpolation.LINEAR; constructor() { this.standardizeInstanceMetrics(); @@ -132,9 +132,9 @@ export class CloudCarbonFootprint implements IImpactModelInterface { * Calculate the total emissions for a list of observations * * Each Observation require: - * datetime: ISO 8601 datetime string - * duration: duration of the observation in seconds - * cpu: cpu usage in percentage + * @param datetime ISO 8601 datetime string + * @param duration duration of the observation in seconds + * @param cpu: cpu usage in percentage */ async calculate(observations: object | object[] | undefined): Promise { From 426f9e0f51a25c4343594924518f51f2b922ebba Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 22 Aug 2023 08:48:21 +0530 Subject: [PATCH 38/62] Add packages again Signed-off-by: Gnanakeethan --- package.json | 2 + yarn.lock | 161 +++++++++++++++++++++++++++++++++++++++++++++++++-- 2 files changed, 158 insertions(+), 5 deletions(-) diff --git a/package.json b/package.json index e926cc279..057517c05 100644 --- a/package.json +++ b/package.json @@ -16,6 +16,8 @@ ], "dependencies": { "@cloud-carbon-footprint/core": "*", + "@cloud-carbon-footprint/aws": "^0.14.5", + "typescript-cubic-spline": "*", "@types/node": "^20.4.5", "axios": "^1.4.0", "js-yaml": "^4.1.0", diff --git a/yarn.lock b/yarn.lock index dddc685c6..ec0df0a87 100644 --- a/yarn.lock +++ b/yarn.lock @@ -405,6 +405,20 @@ resolved "https://registry.yarnpkg.com/@bcoe/v8-coverage/-/v8-coverage-0.2.3.tgz#75a2e8b51cb758a7553d6804a5932d7aace75c39" integrity sha512-0hYQ8SB4Db5zvZB4axdMHGwEaQjkZzFjQiN9LVYvIFB2nSUHW9tYpxWriPrWDASIxiaXax83REcLxuSdnGPZtw== +"@cloud-carbon-footprint/aws@^0.14.5": + version "0.14.5" + resolved "https://registry.yarnpkg.com/@cloud-carbon-footprint/aws/-/aws-0.14.5.tgz#47f4fe64cf29186280ee65bcc6c61230615b84ea" + integrity sha512-rMZjHYRX+SQfkMSOkyLSHtlLT4xvxMq2BAiUtpCnfdyQsZRM386KyW8ya+7qXVvVGIwxxPOfx72SB3ajS5n5oQ== + dependencies: + "@cloud-carbon-footprint/common" "^1.10.0" + "@cloud-carbon-footprint/core" "^0.17.3" + "@google-cloud/iam-credentials" "^1.1.1" + aws-sdk "^2.927.0" + aws-sdk-mock "^5.1.0" + csvtojson "^2.0.10" + moment "^2.29.1" + ramda "^0.29.0" + "@cloud-carbon-footprint/common@^1.10.0": version "1.12.0" resolved "https://registry.yarnpkg.com/@cloud-carbon-footprint/common/-/common-1.12.0.tgz#dcde65a994cbcf5e09647c71cbadf405750d22bc" @@ -415,7 +429,7 @@ moment "^2.29.1" winston "^3.3.3" -"@cloud-carbon-footprint/core@*": +"@cloud-carbon-footprint/core@*", "@cloud-carbon-footprint/core@^0.17.3": version "0.17.3" resolved "https://registry.yarnpkg.com/@cloud-carbon-footprint/core/-/core-0.17.3.tgz#836746166b230006d6d7325e332a1d7f1e8b7569" integrity sha512-lNYrgkN1ijFUtTs6kNyti4tufmYLwGjzTOTphD8OX8c3v2sA8ZtgyqCd0QylcORwf4uGZSoquBk7O4ctBVYYmw== @@ -487,6 +501,13 @@ retry-request "^4.2.2" teeny-request "^7.0.0" +"@google-cloud/iam-credentials@^1.1.1": + version "1.2.0" + resolved "https://registry.yarnpkg.com/@google-cloud/iam-credentials/-/iam-credentials-1.2.0.tgz#20f5a6259432a86871c2d7e832d929fd5c8c5e23" + integrity sha512-qWgh49NZAa1Zqv73GMAGyHHNrFDw15JLOQ6a257n1LvVpyzailNxgXTdIzvN4lnuTuyPuzErswejN4uGCF/oAQ== + dependencies: + google-gax "^2.24.1" + "@google-cloud/logging-winston@^4.1.1": version "4.2.4" resolved "https://registry.yarnpkg.com/@google-cloud/logging-winston/-/logging-winston-4.2.4.tgz#dd7a2eed48262df993c0d9b231e893c04ef571e4" @@ -930,6 +951,20 @@ resolved "https://registry.yarnpkg.com/@sinclair/typebox/-/typebox-0.27.8.tgz#6667fac16c436b5434a387a34dedb013198f6e6e" integrity sha512-+Fj43pSMwJs4KRrH/938Uf+uAELIgVBmQzg/q1YG10djyfA3TnrU8N8XzqCh/okZdszqBQTZf96idMfE5lnwTA== +"@sinonjs/commons@^1.7.0": + version "1.8.6" + resolved "https://registry.yarnpkg.com/@sinonjs/commons/-/commons-1.8.6.tgz#80c516a4dc264c2a69115e7578d62581ff455ed9" + integrity sha512-Ky+XkAkqPZSm3NLBeUng77EBQl3cmeJhITaGHdYH8kjVB+aun3S4XBRti2zt17mtt0mIUDiNxYeoJm6drVvBJQ== + dependencies: + type-detect "4.0.8" + +"@sinonjs/commons@^2.0.0": + version "2.0.0" + resolved "https://registry.yarnpkg.com/@sinonjs/commons/-/commons-2.0.0.tgz#fd4ca5b063554307e8327b4564bd56d3b73924a3" + integrity sha512-uLa0j859mMrg2slwQYdO/AkrOfmH+X6LTVmNTS9CqexuE2IvVORIkSpJLqePAbEnKJ77aMmCwr1NUZ57120Xcg== + dependencies: + type-detect "4.0.8" + "@sinonjs/commons@^3.0.0": version "3.0.0" resolved "https://registry.yarnpkg.com/@sinonjs/commons/-/commons-3.0.0.tgz#beb434fe875d965265e04722ccfc21df7f755d72" @@ -944,6 +979,27 @@ dependencies: "@sinonjs/commons" "^3.0.0" +"@sinonjs/fake-timers@^9.1.2": + version "9.1.2" + resolved "https://registry.yarnpkg.com/@sinonjs/fake-timers/-/fake-timers-9.1.2.tgz#4eaab737fab77332ab132d396a3c0d364bd0ea8c" + integrity sha512-BPS4ynJW/o92PUR4wgriz2Ud5gpST5vz6GQfMixEDK0Z8ZCUv2M7SkBLykH56T++Xs+8ln9zTGbOvNGIe02/jw== + dependencies: + "@sinonjs/commons" "^1.7.0" + +"@sinonjs/samsam@^7.0.1": + version "7.0.1" + resolved "https://registry.yarnpkg.com/@sinonjs/samsam/-/samsam-7.0.1.tgz#5b5fa31c554636f78308439d220986b9523fc51f" + integrity sha512-zsAk2Jkiq89mhZovB2LLOdTCxJF4hqqTToGP0ASWlhp4I1hqOjcfmZGafXntCN7MDC6yySH0mFHrYtHceOeLmw== + dependencies: + "@sinonjs/commons" "^2.0.0" + lodash.get "^4.4.2" + type-detect "^4.0.8" + +"@sinonjs/text-encoding@^0.7.1": + version "0.7.2" + resolved "https://registry.yarnpkg.com/@sinonjs/text-encoding/-/text-encoding-0.7.2.tgz#5981a8db18b56ba38ef0efb7d995b12aa7b51918" + integrity sha512-sXXKG+uL9IrKqViTtao2Ws6dy0znu9sOaP1di/jKGW1M6VssO8vlpXCQcpZ+jisQ1tTFAC5Jo/EOzFbggBagFQ== + "@tootallnate/once@2": version "2.0.0" resolved "https://registry.yarnpkg.com/@tootallnate/once/-/once-2.0.0.tgz#f544a148d3ab35801c1f633a7441fd87c2e484bf" @@ -1328,7 +1384,16 @@ available-typed-arrays@^1.0.5: resolved "https://registry.yarnpkg.com/available-typed-arrays/-/available-typed-arrays-1.0.5.tgz#92f95616501069d07d10edb2fc37d3e1c65123b7" integrity sha512-DMD0KiN46eipeziST1LPP/STfDU0sufISXmjSgvVsoU2tqxctQeASejWcfNtxYKqETM1UxQ8sp2OrSBWpHY6sw== -aws-sdk@^2.910.0: +aws-sdk-mock@^5.1.0: + version "5.8.0" + resolved "https://registry.yarnpkg.com/aws-sdk-mock/-/aws-sdk-mock-5.8.0.tgz#2556a79010a883f4bd5a566ce63bc244cee67579" + integrity sha512-s0Vy4DObFmVJ6h1uTw1LGInOop77oF0JXH2N39Lv+1Wss274EowVk9odhM4Sji4mynXcM5oSu68uYqkJRviDRA== + dependencies: + aws-sdk "^2.1231.0" + sinon "^14.0.1" + traverse "^0.6.6" + +aws-sdk@^2.1231.0, aws-sdk@^2.910.0, aws-sdk@^2.927.0: version "2.1447.0" resolved "https://registry.yarnpkg.com/aws-sdk/-/aws-sdk-2.1447.0.tgz#fa5f356dbd3248ca2f778de4b5ce60a331c73fc2" integrity sha512-7Z0VMwD679OCjZCgNbRnA0ZNxfpT8zSrI9PQXu9J0uwV7xAAfaRk3nKFpOgvobUkOXszlBiYdVubhbaHOzITtA== @@ -1433,6 +1498,11 @@ bignumber.js@^9.0.0: resolved "https://registry.yarnpkg.com/bignumber.js/-/bignumber.js-9.1.2.tgz#b7c4242259c008903b13707983b5f4bbd31eda0c" integrity sha512-2/mKyZH9K85bzOEfhXDBFZTGd1CTs+5IHpeFQo9luiBG7hghdC851Pj2WAhb6E3R6b9tZj/XKhbg4fum+Kepug== +bluebird@^3.5.1: + version "3.7.2" + resolved "https://registry.yarnpkg.com/bluebird/-/bluebird-3.7.2.tgz#9f229c15be272454ffa973ace0dbee79a1b0c36f" + integrity sha512-XpNj6GDQzdfW+r2Wnn7xiSAd7TM3jzkxGXBGTtWKuSXv1xUV+azxAm8jdWZN06QTQk+2N2XB9jRDkvbmQmcRtg== + bplist-parser@^0.2.0: version "0.2.0" resolved "https://registry.yarnpkg.com/bplist-parser/-/bplist-parser-0.2.0.tgz#43a9d183e5bf9d545200ceac3e712f79ebbe8d0e" @@ -1755,6 +1825,15 @@ cross-spawn@^7.0.2, cross-spawn@^7.0.3: shebang-command "^2.0.0" which "^2.0.1" +csvtojson@^2.0.10: + version "2.0.10" + resolved "https://registry.yarnpkg.com/csvtojson/-/csvtojson-2.0.10.tgz#11e7242cc630da54efce7958a45f443210357574" + integrity sha512-lUWFxGKyhraKCW8Qghz6Z0f2l/PqB1W3AO0HKJzGIQ5JRSlR651ekJDiGJbBT4sRNNv5ddnSGVEnsxP9XRCVpQ== + dependencies: + bluebird "^3.5.1" + lodash "^4.17.3" + strip-bom "^2.0.0" + data-uri-to-buffer@^4.0.0: version "4.0.1" resolved "https://registry.yarnpkg.com/data-uri-to-buffer/-/data-uri-to-buffer-4.0.1.tgz#d8feb2b2881e6a4f58c2e08acfd0e2834e26222e" @@ -1863,6 +1942,11 @@ diff-sequences@^29.6.3: resolved "https://registry.yarnpkg.com/diff-sequences/-/diff-sequences-29.6.3.tgz#4deaf894d11407c51efc8418012f9e70b84ea921" integrity sha512-EjePK1srD3P08o2j4f0ExnylqRs5B9tJjcp9t1krH2qRi8CCdsYfwe9JgSLurFBWwq4uOlipzfk5fHNvwFKr8Q== +diff@^5.0.0: + version "5.1.0" + resolved "https://registry.yarnpkg.com/diff/-/diff-5.1.0.tgz#bc52d298c5ea8df9194800224445ed43ffc87e40" + integrity sha512-D+mk+qE8VC/PAUrlAU34N+VfXev0ghe5ywmpqrawphmVZc1bEfn56uo9qpyGp1p4xpzOHkSW4ztBd6L7Xx4ACw== + dir-glob@^3.0.1: version "3.0.1" resolved "https://registry.yarnpkg.com/dir-glob/-/dir-glob-3.0.1.tgz#56dbf73d992a4a93ba1584f4534063fd2e41717f" @@ -2929,6 +3013,11 @@ is-typed-array@^1.1.3: dependencies: which-typed-array "^1.1.11" +is-utf8@^0.2.0: + version "0.2.1" + resolved "https://registry.yarnpkg.com/is-utf8/-/is-utf8-0.2.1.tgz#4b0da1442104d1b336340e80797e865cf39f7d72" + integrity sha512-rMYPYvCzsXywIsldgLaSoPlw5PfoB/ssr7hY4pLfcodrA5M/eArza1a9VmTiNIBNMjOGr1Ow9mTyU2o69U6U9Q== + is-wsl@^2.2.0: version "2.2.0" resolved "https://registry.yarnpkg.com/is-wsl/-/is-wsl-2.2.0.tgz#74a4c76e77ca9fd3f932f290c17ea326cd157271" @@ -2936,6 +3025,11 @@ is-wsl@^2.2.0: dependencies: is-docker "^2.0.0" +isarray@0.0.1: + version "0.0.1" + resolved "https://registry.yarnpkg.com/isarray/-/isarray-0.0.1.tgz#8a18acfca9a8f4177e09abfc6038939b05d1eedf" + integrity sha512-D2S+3GLxWH+uhrNEcoh/fnmYeP8E8/zHl644d/jdA0g2uyXvy3sb0qxotE+ne0LtccHknQzWwZEzhak7oJ0COQ== + isarray@^1.0.0, isarray@~1.0.0: version "1.0.0" resolved "https://registry.yarnpkg.com/isarray/-/isarray-1.0.0.tgz#bb935d48582cba168c06834957a54a3e07124f11" @@ -3528,6 +3622,11 @@ jsonfile@^6.0.1: optionalDependencies: graceful-fs "^4.1.6" +just-extend@^4.0.2: + version "4.2.1" + resolved "https://registry.yarnpkg.com/just-extend/-/just-extend-4.2.1.tgz#ef5e589afb61e5d66b24eca749409a8939a8c744" + integrity sha512-g3UB796vUFIY90VIv/WX3L2c8CS2MdWUww3CNrYmqza1Fg0DURc2K/O4YrnklBdQarSJ/y8JnJYDGc+1iumQjg== + jwa@^2.0.0: version "2.0.0" resolved "https://registry.yarnpkg.com/jwa/-/jwa-2.0.0.tgz#a7e9c3f29dae94027ebcaf49975c9345593410fc" @@ -3604,6 +3703,11 @@ lodash.camelcase@^4.3.0: resolved "https://registry.yarnpkg.com/lodash.camelcase/-/lodash.camelcase-4.3.0.tgz#b28aa6288a2b9fc651035c7711f65ab6190331a6" integrity sha512-TwuEnCnxbc3rAvhf/LbG7tJUDzhqXyFnv3dtzLOPgCG/hODL7WFnsbwktkD7yUV0RrreP/l1PALq/YSg6VvjlA== +lodash.get@^4.4.2: + version "4.4.2" + resolved "https://registry.yarnpkg.com/lodash.get/-/lodash.get-4.4.2.tgz#2d177f652fa31e939b4438d5341499dfa3825e99" + integrity sha512-z+Uw/vLuy6gQe8cfaFWD7p0wVv8fJl3mbzXh33RS+0oW2wvUqiRXiQ69gLWSLpgB5/6sU+r6BlQR0MBILadqTQ== + lodash.mapvalues@^4.6.0: version "4.6.0" resolved "https://registry.yarnpkg.com/lodash.mapvalues/-/lodash.mapvalues-4.6.0.tgz#1bafa5005de9dd6f4f26668c30ca37230cc9689c" @@ -3619,7 +3723,7 @@ lodash.merge@^4.6.2: resolved "https://registry.yarnpkg.com/lodash.merge/-/lodash.merge-4.6.2.tgz#558aa53b43b661e1925a0afdfa36a9a1085fe57a" integrity sha512-0KpjqXRVvrYyCsX1swR/XTK0va6VQkQM6MNo7PqW77ByjAhoARA8EfrP1N4+KlKj8YS0ZUCtRT/YUuhyYDujIQ== -lodash@^4.17.19: +lodash@^4.17.19, lodash@^4.17.3: version "4.17.21" resolved "https://registry.yarnpkg.com/lodash/-/lodash-4.17.21.tgz#679591c564c3bffaae8454cf0b3df370c3d6911c" integrity sha512-v2kDEe57lecTulaDIuNTPy3Ry4gLGJ6Z1O3vE1krgXZNrsQ+LFTGHVxVjcXPs17LhbZVGedAJv8XZ1tvj5FvSg== @@ -3824,6 +3928,17 @@ ncp@^2.0.0: resolved "https://registry.yarnpkg.com/ncp/-/ncp-2.0.0.tgz#195a21d6c46e361d2fb1281ba38b91e9df7bdbb3" integrity sha512-zIdGUrPRFTUELUvr3Gmc7KZ2Sw/h1PiVM0Af/oHB6zgnV1ikqSfRk+TOufi79aHYCW3NiOXmr1BP5nWbzojLaA== +nise@^5.1.2: + version "5.1.4" + resolved "https://registry.yarnpkg.com/nise/-/nise-5.1.4.tgz#491ce7e7307d4ec546f5a659b2efe94a18b4bbc0" + integrity sha512-8+Ib8rRJ4L0o3kfmyVCL7gzrohyDe0cMFTBa2d364yIrEGMEoetznKJx899YxjybU6bL9SQkYPSBBs1gyYs8Xg== + dependencies: + "@sinonjs/commons" "^2.0.0" + "@sinonjs/fake-timers" "^10.0.2" + "@sinonjs/text-encoding" "^0.7.1" + just-extend "^4.0.2" + path-to-regexp "^1.7.0" + node-domexception@^1.0.0: version "1.0.0" resolved "https://registry.yarnpkg.com/node-domexception/-/node-domexception-1.0.0.tgz#6888db46a1f71c0b76b3f7555016b63fe64766e5" @@ -4056,6 +4171,13 @@ path-parse@^1.0.7: resolved "https://registry.yarnpkg.com/path-parse/-/path-parse-1.0.7.tgz#fbc114b60ca42b30d9daf5858e4bd68bbedb6735" integrity sha512-LDJzPVEEEPR+y48z93A0Ed0yXb8pAByGWo/k5YYdYgpY2/2EsOsksJrq7lOHxryrVOn1ejG6oAp8ahvOIQD8sw== +path-to-regexp@^1.7.0: + version "1.8.0" + resolved "https://registry.yarnpkg.com/path-to-regexp/-/path-to-regexp-1.8.0.tgz#887b3ba9d84393e87a0a0b9f4cb756198b53548a" + integrity sha512-n43JRhlUKUAlibEJhPeir1ncUID16QnEjNpwzNdO3Lm4ywrBpBZ5oLD0I6br9evr1Y9JTqwRtAh7JLoOzAQdVA== + dependencies: + isarray "0.0.1" + path-type@^4.0.0: version "4.0.0" resolved "https://registry.yarnpkg.com/path-type/-/path-type-4.0.0.tgz#84ed01c0a7ba380afe09d90a8c180dcd9d03043b" @@ -4528,6 +4650,18 @@ simple-swizzle@^0.2.2: dependencies: is-arrayish "^0.3.1" +sinon@^14.0.1: + version "14.0.2" + resolved "https://registry.yarnpkg.com/sinon/-/sinon-14.0.2.tgz#585a81a3c7b22cf950762ac4e7c28eb8b151c46f" + integrity sha512-PDpV0ZI3ZCS3pEqx0vpNp6kzPhHrLx72wA0G+ZLaaJjLIYeE0n8INlgaohKuGy7hP0as5tbUd23QWu5U233t+w== + dependencies: + "@sinonjs/commons" "^2.0.0" + "@sinonjs/fake-timers" "^9.1.2" + "@sinonjs/samsam" "^7.0.1" + diff "^5.0.0" + nise "^5.1.2" + supports-color "^7.2.0" + sisteransi@^1.0.5: version "1.0.5" resolved "https://registry.yarnpkg.com/sisteransi/-/sisteransi-1.0.5.tgz#134d681297756437cc05ca01370d3a7a571075ed" @@ -4684,6 +4818,13 @@ strip-ansi@^6.0.0, strip-ansi@^6.0.1: dependencies: ansi-regex "^5.0.1" +strip-bom@^2.0.0: + version "2.0.0" + resolved "https://registry.yarnpkg.com/strip-bom/-/strip-bom-2.0.0.tgz#6219a85616520491f35788bdbf1447a99c7e6b0e" + integrity sha512-kwrX1y7czp1E69n2ajbG65mIo9dqvJ+8aBQXOGVxqwvNbsXdFM6Lq37dLAY3mknUwru8CfcCbfOLL/gMo+fi3g== + dependencies: + is-utf8 "^0.2.0" + strip-bom@^4.0.0: version "4.0.0" resolved "https://registry.yarnpkg.com/strip-bom/-/strip-bom-4.0.0.tgz#9c3505c1db45bcedca3d9cf7a16f5c5aa3901878" @@ -4728,7 +4869,7 @@ supports-color@^5.3.0: dependencies: has-flag "^3.0.0" -supports-color@^7.1.0: +supports-color@^7.1.0, supports-color@^7.2.0: version "7.2.0" resolved "https://registry.yarnpkg.com/supports-color/-/supports-color-7.2.0.tgz#1b7dcdcb32b8138801b3e478ba6a51caa89648da" integrity sha512-qpCAvRl9stuOHveKsn7HncJRvv501qIacKzQlO/+Lwxc9+0q2wLyv4Dfvt80/DPn2pqOBsJdDiogXGR9+OvwRw== @@ -4857,6 +4998,11 @@ tr46@~0.0.3: resolved "https://registry.yarnpkg.com/tr46/-/tr46-0.0.3.tgz#8184fd347dac9cdc185992f3a6622e14b9d9ab6a" integrity sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw== +traverse@^0.6.6: + version "0.6.7" + resolved "https://registry.yarnpkg.com/traverse/-/traverse-0.6.7.tgz#46961cd2d57dd8706c36664acde06a248f1173fe" + integrity sha512-/y956gpUo9ZNCb99YjxG7OaslxZWHfCHAUUfshwqOXmxUIvqLjVO581BT+gM59+QV9tFe6/CGG53tsA1Y7RSdg== + trim-newlines@^3.0.0: version "3.0.1" resolved "https://registry.yarnpkg.com/trim-newlines/-/trim-newlines-3.0.1.tgz#260a5d962d8b752425b32f3a7db0dcacd176c144" @@ -4917,7 +5063,7 @@ type-check@^0.4.0, type-check@~0.4.0: dependencies: prelude-ls "^1.2.1" -type-detect@4.0.8: +type-detect@4.0.8, type-detect@^4.0.8: version "4.0.8" resolved "https://registry.yarnpkg.com/type-detect/-/type-detect-4.0.8.tgz#7646fb5f18871cfbb7749e69bd39a6388eb7450c" integrity sha512-0fr/mIH1dlO+x7TlcMy+bIDqKPsw/70tVyeHW787goQjhmqaZe10uwLujubK9q9Lg6Fiho1KUKDYz0Z7k7g5/g== @@ -4959,6 +5105,11 @@ types-ramda@^0.29.4: dependencies: ts-toolbelt "^9.6.0" +typescript-cubic-spline@*: + version "1.0.1" + resolved "https://registry.yarnpkg.com/typescript-cubic-spline/-/typescript-cubic-spline-1.0.1.tgz#340ef0f4f068fa28be0a0c3b4484e11f55b40610" + integrity sha512-h1dvp2YK66CU/p1thrBjQ61/CBSmkZw4Uh28ay8v9UjAA0gQdCQ+Etkie9sdj74WjYuYHEom5qLHjrci1IVMPA== + typescript@^5.1.6: version "5.2.2" resolved "https://registry.yarnpkg.com/typescript/-/typescript-5.2.2.tgz#5ebb5e5a5b75f085f22bc3f8460fba308310fa78" From 067dd2cd4a8b8c096981e22db1a971185b8c6691 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 22 Aug 2023 08:49:19 +0530 Subject: [PATCH 39/62] Add build step Signed-off-by: Gnanakeethan --- .github/workflows/nodejs-ci.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.github/workflows/nodejs-ci.yml b/.github/workflows/nodejs-ci.yml index 449c05abd..9b60e41d3 100644 --- a/.github/workflows/nodejs-ci.yml +++ b/.github/workflows/nodejs-ci.yml @@ -19,6 +19,9 @@ jobs: - name: Install dependencies run: yarn install + - name: Build + run: yarn build + - name: Run tests run: yarn test From bc7cf1d9019f7bc371153e570ede68a206412f87 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 22 Aug 2023 08:59:58 +0530 Subject: [PATCH 40/62] Fixing issues Signed-off-by: Gnanakeethan --- package.json | 2 + src/lib/ccf/index.test.ts | 168 ++++---- src/lib/ccf/index.ts | 786 ++++++++++++++++++++------------------ 3 files changed, 502 insertions(+), 454 deletions(-) diff --git a/package.json b/package.json index 057517c05..8edb2898f 100644 --- a/package.json +++ b/package.json @@ -12,6 +12,8 @@ "typescript", "ts-sync-request", "@cloud-carbon-footprint/core", + "@cloud-carbon-footprint/aws", + "typescript-cubic-spline", "@types/node" ], "dependencies": { diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts index 605856401..25c7b3c6d 100644 --- a/src/lib/ccf/index.test.ts +++ b/src/lib/ccf/index.test.ts @@ -1,87 +1,101 @@ import {describe, expect, jest, test} from '@jest/globals'; -import {CloudCarbonFootprint, Interpolation} from "./index"; +import {CloudCarbonFootprint, Interpolation} from './index'; jest.setTimeout(30000); describe('ccf:configure test', () => { - test('initialize with params', async () => { - const impactModel = new CloudCarbonFootprint(); - await impactModel.configure('test', { - 'provider': 'aws', - 'instance_type': 't2.micro', - 'interpolation': Interpolation.SPLINE - }); - await expect(impactModel.calculate([{'duration': 3600, 'cpu': 0.5, 'datetime': '2021-01-01T00:00:00Z'}])) - .resolves - .toStrictEqual([ - { - e: 0.004900000000000001, - m: 0.04216723744292237 - }, - ]); + test('initialize with params', async () => { + const impactModel = new CloudCarbonFootprint(); + await impactModel.configure('test', { + provider: 'aws', + instance_type: 't2.micro', + interpolation: Interpolation.SPLINE, }); - test('initialize with params', async () => { - const impactModel = new CloudCarbonFootprint(); - await impactModel.configure('test', { - 'provider': 'aws', - 'instance_type': 't2.micro', - 'interpolation': Interpolation.SPLINE - }); - await expect(impactModel.calculate([ - { - 'duration': 3600, - 'cpu': 0.5, - 'datetime': '2021-01-01T00:00:00Z' - }, - { - 'duration': 3600 * 2, - 'cpu': 0.5, - 'datetime': '2021-01-02T00:00:00Z' - } - ])) - .resolves - .toStrictEqual([ - { - e: 0.004900000000000001, - m: 0.04216723744292237 - }, - { - e: 0.004900000000000001 * 2, - m: 0.04216723744292237 * 2 - }, - ]); - + await expect( + impactModel.calculate([ + {duration: 3600, cpu: 0.5, datetime: '2021-01-01T00:00:00Z'}, + ]) + ).resolves.toStrictEqual([ + { + e: 0.004900000000000001, + m: 0.04216723744292237, + }, + ]); + }); + test('initialize with params', async () => { + const impactModel = new CloudCarbonFootprint(); + await impactModel.configure('test', { + provider: 'aws', + instance_type: 't2.micro', + interpolation: Interpolation.SPLINE, }); + await expect( + impactModel.calculate([ + { + duration: 3600, + cpu: 0.5, + datetime: '2021-01-01T00:00:00Z', + }, + { + duration: 3600 * 2, + cpu: 0.5, + datetime: '2021-01-02T00:00:00Z', + }, + ]) + ).resolves.toStrictEqual([ + { + e: 0.004900000000000001, + m: 0.04216723744292237, + }, + { + e: 0.004900000000000001 * 2, + m: 0.04216723744292237 * 2, + }, + ]); + }); - test('initialize with wrong params', async () => { - const impactModel = new CloudCarbonFootprint(); - await expect(impactModel.configure('test', { - 'provider': 'aws', - 'instance_type': 't5.micro', - 'interpolation': Interpolation.SPLINE - })) - .rejects - .toThrowError(); - await expect(impactModel.calculate([{'duration': 3600, 'cpu': 0.5, 'datetime': '2021-01-01T00:00:00Z'}])) - .rejects - .toThrowError(); - }); - test('initialize with wrong params', async () => { - const impactModel = new CloudCarbonFootprint(); - await expect(impactModel.configure('test', {'provider': 'aws2', 'instance_type': 't2.micro'})) - .rejects - .toThrowError(); - await expect(impactModel.calculate([{'duration': 3600, 'cpu': 0.5, 'datetime': '2021-01-01T00:00:00Z'}])) - .rejects - .toThrowError(); - }); + test('initialize with wrong params', async () => { + const impactModel = new CloudCarbonFootprint(); + await expect( + impactModel.configure('test', { + provider: 'aws', + instance_type: 't5.micro', + interpolation: Interpolation.SPLINE, + }) + ).rejects.toThrowError(); + await expect( + impactModel.calculate([ + {duration: 3600, cpu: 0.5, datetime: '2021-01-01T00:00:00Z'}, + ]) + ).rejects.toThrowError(); + }); + test('initialize with wrong params', async () => { + const impactModel = new CloudCarbonFootprint(); + await expect( + impactModel.configure('test', { + provider: 'aws2', + instance_type: 't2.micro', + }) + ).rejects.toThrowError(); + await expect( + impactModel.calculate([ + {duration: 3600, cpu: 0.5, datetime: '2021-01-01T00:00:00Z'}, + ]) + ).rejects.toThrowError(); + }); - test('initialize with correct params but wrong observation', async () => { - const impactModel = new CloudCarbonFootprint(); - await expect(impactModel.configure('test', {'provider': 'aws', 'instance_type': 't2.micro'})) - .resolves.toBeInstanceOf(CloudCarbonFootprint); - await expect(impactModel.calculate([{'duration': 3600, 'cpus': 1, 'datetime': '2021-01-01T00:00:00Z'}])) - .rejects - .toThrowError(); - }); + test('initialize with correct params but wrong observation', async () => { + const impactModel = new CloudCarbonFootprint(); + await expect( + impactModel.configure('test', { + provider: 'aws', + instance_type: 't2.micro', + }) + ).resolves.toBeInstanceOf(CloudCarbonFootprint); + await expect( + impactModel.calculate([ + {duration: 3600, cpus: 1, datetime: '2021-01-01T00:00:00Z'}, + ]) + ).rejects.toThrowError(); + }); }); diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index cc188a77d..6209e6eb5 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -1,5 +1,5 @@ -import {INSTANCE_TYPE_COMPUTE_PROCESSOR_MAPPING} from "@cloud-carbon-footprint/aws/dist/lib/AWSInstanceTypes"; -import {IImpactModelInterface} from "../interfaces"; +import {INSTANCE_TYPE_COMPUTE_PROCESSOR_MAPPING} from '@cloud-carbon-footprint/aws/dist/lib/AWSInstanceTypes'; +import {IImpactModelInterface} from '../interfaces'; import Spline from 'typescript-cubic-spline'; import * as aws_instances from './aws-instances.json'; import * as gcp_instances from './gcp-instances.json'; @@ -10,411 +10,443 @@ import * as azure_instances from './azure-instances.json'; import * as gcp_embodied from './gcp-embodied.json'; import * as aws_embodied from './aws-embodied.json'; import * as azure_embodied from './azure-embodied.json'; +import {KeyValuePair} from "../../types/boavizta"; // consumption information for a single instance interface IConsumption { - idle?: number; - tenPercent?: number; - fiftyPercent?: number; - hundredPercent?: number; - minWatts?: number; - maxWatts?: number; + idle?: number; + tenPercent?: number; + fiftyPercent?: number; + hundredPercent?: number; + minWatts?: number; + maxWatts?: number; } // information about a single compute instance interface IComputeInstance { - consumption: IConsumption; - embodiedEmission?: number; - name: string; - vCPUs?: number; - maxVCPUs?: number; + consumption: IConsumption; + embodiedEmission?: number; + name: string; + vCPUs?: number; + maxVCPUs?: number; } export enum Interpolation { - LINEAR = 'linear', - SPLINE = 'spline' + LINEAR = 'linear', + SPLINE = 'spline', } export class CloudCarbonFootprint implements IImpactModelInterface { - // Defined for compatibility. Not used in CCF. - authParams: object | undefined; - // name of the data source - name: string | undefined; - // compute instances grouped by the provider with usage data - private computeInstances: { [key: string]: { [key: string]: IComputeInstance } } = {}; - - // list of all the compute instances by Architecture - private gcpList: { [key: string]: any } = {}; - private azureList: { [key: string]: any } = {}; - private awsList: { [key: string]: any } = {}; - - private provider: string = ''; - private instanceType: string = ''; - private expectedLifespan = 4; - - private interpolation = Interpolation.LINEAR; - - constructor() { - this.standardizeInstanceMetrics(); + // Defined for compatibility. Not used in CCF. + authParams: object | undefined; + // name of the data source + name: string | undefined; + // compute instances grouped by the provider with usage data + private computeInstances: {[key: string]: {[key: string]: IComputeInstance}} = + {}; + + // list of all the compute instances by Architecture + private gcpList: {[key: string]: any} = {}; + private azureList: {[key: string]: any} = {}; + private awsList: {[key: string]: any} = {}; + + private provider = ''; + private instanceType = ''; + private expectedLifespan = 4; + + private interpolation = Interpolation.LINEAR; + + constructor() { + this.standardizeInstanceMetrics(); + } + + /** + * Defined for compatibility. Not used in CCF. + */ + authenticate(authParams: object): void { + this.authParams = authParams; + } + + /** + * Parameters: + * name: name of the resource + * Configuration Parameters for StaticParams + * + * @param {Object} staticParams static parameters for the resource + * @param {("aws"|"gcp"|"azure")} staticParams.provider aws, gcp, azure + * @param {string} staticParams.instance_type instance type from the list of supported instances + * @param {number} staticParams.expected_lifespan expected lifespan of the instance in years + * @param {Interpolation} staticParams.interpolation linear(All Clouds), spline (only for AWS) + */ + async configure( + name: string, + staticParams: object | undefined = undefined + ): Promise { + this.name = name; + + if (staticParams === undefined) { + throw new Error('Required Parameters not provided'); } - /** - * Defined for compatibility. Not used in CCF. - */ - authenticate(authParams: object): void { - this.authParams = authParams; + if ('provider' in staticParams) { + const provider = staticParams?.provider as string; + if (['aws', 'gcp', 'azure'].includes(provider)) { + this.provider = provider; + } else { + throw new Error('Provider not supported'); + } + } else { + throw new Error('Provider not provided'); } - /** - * Parameters: - * name: name of the resource - * Configuration Parameters for StaticParams - * - * provider: aws, gcp, azure - * instance_type: instance type from the list of supported instances - * expected_lifespan: expected lifespan of the instance in years - * interpolation: linear(All Clouds), spline (only for AWS) - */ - async configure(name: string, staticParams: object | undefined = undefined): Promise { - this.name = name; - - - if (staticParams === undefined) { - throw new Error('Required Parameters not provided'); - } - - - if ('provider' in staticParams) { - const provider = staticParams?.provider as string; - if (['aws', 'gcp', 'azure'].includes(provider)) { - this.provider = provider; - } else { - throw new Error('Provider not supported'); - } - } else { - throw new Error('Provider not provided'); - } - - - if ('instance_type' in staticParams) { - const instanceType = staticParams?.instance_type as string; - if (instanceType in this.computeInstances[this.provider]) { - this.instanceType = instanceType; - } else { - throw new Error('Instance Type not supported'); - } - } else { - throw new Error('Instance Type not provided'); - } - - - if ('expected_lifespan' in staticParams) { - this.expectedLifespan = staticParams?.expected_lifespan as number; - } - - - if ('interpolation' in staticParams) { - if (this.provider !== 'aws') { - throw new Error('Interpolation method not supported'); - } - const interpolation = staticParams?.interpolation as Interpolation; - if (Object.values(Interpolation).includes(interpolation)) { - this.interpolation = interpolation; - } else { - throw new Error('Interpolation method not supported'); - } - } - - return this; + if ('instance_type' in staticParams) { + const instanceType = staticParams?.instance_type as string; + if (instanceType in this.computeInstances[this.provider]) { + this.instanceType = instanceType; + } else { + throw new Error('Instance Type not supported'); + } + } else { + throw new Error('Instance Type not provided'); } - /** - * Calculate the total emissions for a list of observations - * - * Each Observation require: - * @param datetime ISO 8601 datetime string - * @param duration duration of the observation in seconds - * @param cpu: cpu usage in percentage - */ - async calculate(observations: object | object[] | undefined): Promise { - - if (observations === undefined) { - throw new Error('Required Parameters not provided'); - } - - if (this.instanceType === '' || this.provider === '') { - throw new Error('Configuration is incomplete'); - } - - const results: any[] = []; - if (Array.isArray(observations)) { - observations.forEach((observation: { [key: string]: any }) => { - - const e = this.calculateEnergy(observation); - const m = this.embodiedEmissions(observation); - - results.push({ - "e": e, - "m": m, - }); - }); - } - - return results; + if ('expected_lifespan' in staticParams) { + this.expectedLifespan = staticParams?.expected_lifespan as number; } - /** - * Calculates the energy consumption for a single observation - * requires - * - * duration: duration of the observation in seconds - * cpu: cpu usage in percentage - * datetime: ISO 8601 datetime string - * - * Uses a spline method for AWS and linear interpolation for GCP and Azure - */ - calculateEnergy(observation: { [key: string]: any; }) { - - if (!('duration' in observation) || !('cpu' in observation) || !('datetime' in observation)) { - throw new Error('Required Parameters duration,cpu,datetime not provided for observation'); - } - - // duration is in seconds - const duration = observation['duration']; - - // convert cpu usage to percentage - const cpu = observation['cpu'] * 100.0; - - // get the wattage for the instance type - let wattage; - - if (this.provider === 'aws' && this.interpolation === 'spline') { - - const x = [0, 10, 50, 100]; - - const y: number[] = [ - this.computeInstances['aws'][this.instanceType].consumption.idle ?? 0, - this.computeInstances['aws'][this.instanceType].consumption.tenPercent ?? 0, - this.computeInstances['aws'][this.instanceType].consumption.fiftyPercent ?? 0, - this.computeInstances['aws'][this.instanceType].consumption.hundredPercent ?? 0 - ]; - - const spline = new Spline(x, y); - - wattage = spline.at(cpu); - } else { - - const idle = this.computeInstances[this.provider][this.instanceType].consumption.minWatts ?? 0; - const max = this.computeInstances[this.provider][this.instanceType].consumption.maxWatts ?? 0; - - // linear interpolation - wattage = idle + (max - idle) * (cpu / 100); - } - // duration is in seconds - // wattage is in watts - // eg: 30W x 300s = 9000 J - // 1 Wh = 3600 J - // 9000 J / 3600 = 2.5 Wh - // J / 3600 = Wh - // 2.5 Wh / 1000 = 0.0025 kWh - // Wh / 1000 = kWh - // (wattage * duration) / (seconds in an hour) / 1000 = kWh - return ((wattage * duration) / 3600) / 1000; + if ('interpolation' in staticParams) { + if (this.provider !== 'aws') { + throw new Error('Interpolation method not supported'); + } + const interpolation = staticParams?.interpolation as Interpolation; + if (Object.values(Interpolation).includes(interpolation)) { + this.interpolation = interpolation; + } else { + throw new Error('Interpolation method not supported'); + } } + return this; + } + + /** + * Calculate the total emissions for a list of observations + * + * Each Observation require: + * @param {Object[]} observations ISO 8601 datetime string + * @param {string} observations[].datetime ISO 8601 datetime string + * @param {number} observations[].duration observation duration in seconds + * @param {number} observations[].cpu: cpu usage in percentage + */ + async calculate( + observations: object | object[] | undefined + ): Promise { + if (observations === undefined) { + throw new Error('Required Parameters not provided'); + } - /** - * Returns model identifier - */ - modelIdentifier(): string { - return "ccf.cloud.sci"; + if (this.instanceType === '' || this.provider === '') { + throw new Error('Configuration is incomplete'); } - /** - * Standardize the instance metrics for all the providers - * - * Maps the instance metrics to a standard format (min, max, idle, 10%, 50%, 100%) for all the providers - */ - standardizeInstanceMetrics() { - this.computeInstances['aws'] = {}; - this.computeInstances['gcp'] = {}; - this.computeInstances['azure'] = {}; - let gcpMin = 0.0; - let gcpMax = 0.0; - let gcpCount = 0; - // standardize gcp emissions - // gcp_use loaded from coefficients-gcp-use.csv file from CCF - gcp_use.forEach((instance: { [key: string]: any }) => { - this.gcpList[instance['Architecture']] = instance; - gcpMin += parseFloat(instance['Min Watts']); - gcpMax += parseFloat(instance['Max Watts']); - gcpCount += 1; - }); - const gcpAvgMin = gcpMin / gcpCount; - const gcpAvgMax = gcpMax / gcpCount; - this.gcpList['Average'] = { - 'Min Watts': gcpAvgMin, - 'Max Watts': gcpAvgMax, - 'Architecture': 'Average', - }; - let azureMin = 0.0; - let azureMax = 0.0; - let azureCount = 0; - // azure_use loaded from coefficients-azure-use.csv file from CCF - azure_use.forEach((instance: { [key: string]: any }) => { - this.azureList[instance['Architecture']] = instance; - azureMin += parseFloat(instance['Min Watts']); - azureMax += parseFloat(instance['Max Watts']); - azureCount += 1; - }); - const azureAvgMin = azureMin / azureCount; - const azureAvgMax = azureMax / azureCount; - this.azureList['Average'] = { - 'Min Watts': azureAvgMin, - 'Max Watts': azureAvgMax, - 'Architecture': 'Average', - } - let awsMin = 0.0; - let awsMax = 0.0; - let awsCount = 0; - // aws_use loaded from coefficients-aws-use.csv file from CCF - aws_use.forEach((instance: { [key: string]: any }) => { - this.awsList[instance['Architecture']] = instance; - awsMin += parseFloat(instance['Min Watts']); - awsMax += parseFloat(instance['Max Watts']); - awsCount += 1; - }); - const awsAvgMin = awsMin / awsCount; - const awsAvgMax = awsMax / awsCount; - this.awsList['Average'] = { - 'Min Watts': awsAvgMin, - 'Max Watts': awsAvgMax, - 'Architecture': 'Average', - } - aws_instances.forEach((instance: { [key: string]: any }) => { - const cpus = parseInt(instance['Instance vCPU'], 10); - let architectures = INSTANCE_TYPE_COMPUTE_PROCESSOR_MAPPING[instance['Instance type']] ?? ['Average'] - let minWatts = 0.0; - let maxWatts = 0.0; - let count = 0; - architectures.forEach((architecture: string) => { - architecture = this.resolveAwsArchitecture(architecture); - minWatts += this.awsList[architecture]['Min Watts'] ?? 0; - maxWatts += this.awsList[architecture]['Max Watts'] ?? 0; - count += 1; - }); - minWatts = minWatts / count; - maxWatts = maxWatts / count; - this.computeInstances['aws'][instance['Instance type']] = { - 'consumption': { - 'idle': parseFloat(instance['Instance @ Idle'].replace(',', '.')), - 'tenPercent': parseFloat(instance['Instance @ 10%'].replace(',', '.')), - 'fiftyPercent': parseFloat(instance['Instance @ 50%'].replace(',', '.')), - 'hundredPercent': parseFloat(instance['Instance @ 100%'].replace(',', '.')), - 'minWatts': minWatts, - 'maxWatts': maxWatts, - }, - 'vCPUs': cpus, - 'maxvCPUs': parseInt(instance['Platform Total Number of vCPU'], 10), - 'name': instance['Instance type'], - } as IComputeInstance; - }); - gcp_instances.forEach((instance: { [key: string]: any }) => { - const cpus = parseInt(instance['Instance vCPUs'], 10); - let architecture = instance['Microarchitecture']; - if (!(architecture in this.azureList)) { - architecture = 'Average'; - } - this.computeInstances['gcp'][instance['Machine type']] = { - 'name': instance['Machine type'], - 'vCPUs': cpus, - 'consumption': { - 'minWatts': this.gcpList[architecture]['Min Watts'] * cpus, - 'maxWatts': this.gcpList[architecture]['Max Watts'] * cpus, - }, - 'maxvCPUs': parseInt(instance['Platform vCPUs (highest vCPU possible)'], 10) - } as IComputeInstance; - }); - azure_instances.forEach((instance: { [key: string]: any }) => { - const cpus = parseInt(instance['Instance vCPUs'], 10); - let architecture = instance['Microarchitecture']; - if (!(architecture in this.azureList)) { - architecture = 'Average'; - } - this.computeInstances['azure'][instance['Virtual Machine']] = { - consumption: { - 'minWatts': this.azureList[architecture]['Min Watts'] * cpus, - 'maxWatts': this.azureList[architecture]['Max Watts'] * cpus, - }, - 'name': instance['Virtual Machine'], - 'vCPUs': instance['Instance vCPUs'], - 'maxvCPUs': parseInt(instance['Platform vCPUs (highest vCPU possible)'], 10) - } as IComputeInstance; - }); - aws_embodied.forEach((instance: { [key: string]: any }) => { - this.computeInstances['aws'][instance['type']].embodiedEmission = instance['total']; - }); - gcp_embodied.forEach((instance: { [key: string]: any }) => { - this.computeInstances['gcp'][instance['type']].embodiedEmission = instance['total']; - }); - azure_embodied.forEach((instance: { [key: string]: any }) => { - this.computeInstances['azure'][instance['type']].embodiedEmission = instance['total']; + const results: any[] = []; + if (Array.isArray(observations)) { + observations.forEach((observation: {[key: string]: any}) => { + const e = this.calculateEnergy(observation); + const m = this.embodiedEmissions(observation); + + results.push({ + e: e, + m: m, }); + }); } - // Architecture strings are different between Instances-Use.JSON and the bundled Typescript from CCF. - // This function resolves the differences. - private resolveAwsArchitecture(architecture: string) { - - if (architecture.includes('AMD ')) { - architecture = architecture.substring(4); - } - - if (architecture.includes("Skylake")) { - architecture = "Sky Lake"; - } - - if (architecture.includes('Graviton')) { - if (architecture.includes('2')) { - architecture = 'Graviton2'; - } else if (architecture.includes('3')) { - architecture = 'Graviton3'; - } else { - architecture = 'Graviton'; - } - } - - if (architecture.includes('Unknown')) { - architecture = 'Average'; - } - - if (!(architecture in this.awsList)) { - console.log("ARCHITECTURE:", architecture) - } - - return architecture; + return results; + } + + /** + * Calculates the energy consumption for a single observation + * requires + * + * duration: duration of the observation in seconds + * cpu: cpu usage in percentage + * datetime: ISO 8601 datetime string + * + * Uses a spline method for AWS and linear interpolation for GCP and Azure + */ + private calculateEnergy(observation: KeyValuePair) { + if ( + !('duration' in observation) || + !('cpu' in observation) || + !('datetime' in observation) + ) { + throw new Error( + 'Required Parameters duration,cpu,datetime not provided for observation' + ); } - /** - * Calculates the embodied emissions for a given observation - */ - private embodiedEmissions(observation: { [key: string]: any; }): number { - // duration - const duration_in_hours = observation['duration'] / 3600; - // M = TE * (TR/EL) * (RR/TR) - // Where: - // TE = Total Embodied Emissions, the sum of Life Cycle Assessment(LCA) emissions for all hardware components - // TR = Time Reserved, the length of time the hardware is reserved for use by the software - // EL = Expected Lifespan, the anticipated time that the equipment will be installed - // RR = Resources Reserved, the number of resources reserved for use by the software. - // TR = Total Resources, the total number of resources available. - const TotalEmissions = this.computeInstances[this.provider][this.instanceType].embodiedEmission ?? 0; - const TimeReserved = duration_in_hours; - const ExpectedLifespan = 8760 * this.expectedLifespan; - const ReservedResources = this.computeInstances[this.provider][this.instanceType].vCPUs ?? 1.0; - const TotalResources = this.computeInstances[this.provider][this.instanceType].maxVCPUs ?? 1.0; - - - return TotalEmissions * (TimeReserved / ExpectedLifespan) * (ReservedResources / TotalResources); + // duration is in seconds + const duration = observation['duration']; + + // convert cpu usage to percentage + const cpu = observation['cpu'] * 100.0; + + // get the wattage for the instance type + let wattage; + + if (this.provider === 'aws' && this.interpolation === 'spline') { + const x = [0, 10, 50, 100]; + + const y: number[] = [ + this.computeInstances['aws'][this.instanceType].consumption.idle ?? 0, + this.computeInstances['aws'][this.instanceType].consumption + .tenPercent ?? 0, + this.computeInstances['aws'][this.instanceType].consumption + .fiftyPercent ?? 0, + this.computeInstances['aws'][this.instanceType].consumption + .hundredPercent ?? 0, + ]; + + const spline = new Spline(x, y); + + wattage = spline.at(cpu); + } else { + const idle = + this.computeInstances[this.provider][this.instanceType].consumption + .minWatts ?? 0; + const max = + this.computeInstances[this.provider][this.instanceType].consumption + .maxWatts ?? 0; + + // linear interpolation + wattage = idle + (max - idle) * (cpu / 100); } + // duration is in seconds + // wattage is in watts + // eg: 30W x 300s = 9000 J + // 1 Wh = 3600 J + // 9000 J / 3600 = 2.5 Wh + // J / 3600 = Wh + // 2.5 Wh / 1000 = 0.0025 kWh + // Wh / 1000 = kWh + // (wattage * duration) / (seconds in an hour) / 1000 = kWh + return (wattage * duration) / 3600 / 1000; + } + + /** + * Returns model identifier + */ + modelIdentifier(): string { + return 'ccf.cloud.sci'; + } + + /** + * Standardize the instance metrics for all the providers + * + * Maps the instance metrics to a standard format (min, max, idle, 10%, 50%, 100%) for all the providers + */ + standardizeInstanceMetrics() { + this.computeInstances['aws'] = {}; + this.computeInstances['gcp'] = {}; + this.computeInstances['azure'] = {}; + let gcpMin = 0.0; + let gcpMax = 0.0; + let gcpCount = 0; + // standardize gcp emissions + // gcp_use loaded from coefficients-gcp-use.csv file from CCF + gcp_use.forEach((instance: {[key: string]: any}) => { + this.gcpList[instance['Architecture']] = instance; + gcpMin += parseFloat(instance['Min Watts']); + gcpMax += parseFloat(instance['Max Watts']); + gcpCount += 1; + }); + const gcpAvgMin = gcpMin / gcpCount; + const gcpAvgMax = gcpMax / gcpCount; + this.gcpList['Average'] = { + 'Min Watts': gcpAvgMin, + 'Max Watts': gcpAvgMax, + Architecture: 'Average', + }; + let azureMin = 0.0; + let azureMax = 0.0; + let azureCount = 0; + // azure_use loaded from coefficients-azure-use.csv file from CCF + azure_use.forEach((instance: {[key: string]: any}) => { + this.azureList[instance['Architecture']] = instance; + azureMin += parseFloat(instance['Min Watts']); + azureMax += parseFloat(instance['Max Watts']); + azureCount += 1; + }); + const azureAvgMin = azureMin / azureCount; + const azureAvgMax = azureMax / azureCount; + this.azureList['Average'] = { + 'Min Watts': azureAvgMin, + 'Max Watts': azureAvgMax, + Architecture: 'Average', + }; + let awsMin = 0.0; + let awsMax = 0.0; + let awsCount = 0; + // aws_use loaded from coefficients-aws-use.csv file from CCF + aws_use.forEach((instance: {[key: string]: any}) => { + this.awsList[instance['Architecture']] = instance; + awsMin += parseFloat(instance['Min Watts']); + awsMax += parseFloat(instance['Max Watts']); + awsCount += 1; + }); + const awsAvgMin = awsMin / awsCount; + const awsAvgMax = awsMax / awsCount; + this.awsList['Average'] = { + 'Min Watts': awsAvgMin, + 'Max Watts': awsAvgMax, + Architecture: 'Average', + }; + aws_instances.forEach((instance: {[key: string]: any}) => { + const cpus = parseInt(instance['Instance vCPU'], 10); + const architectures = INSTANCE_TYPE_COMPUTE_PROCESSOR_MAPPING[ + instance['Instance type'] + ] ?? ['Average']; + let minWatts = 0.0; + let maxWatts = 0.0; + let count = 0; + architectures.forEach((architecture: string) => { + architecture = this.resolveAwsArchitecture(architecture); + minWatts += this.awsList[architecture]['Min Watts'] ?? 0; + maxWatts += this.awsList[architecture]['Max Watts'] ?? 0; + count += 1; + }); + minWatts = minWatts / count; + maxWatts = maxWatts / count; + this.computeInstances['aws'][instance['Instance type']] = { + consumption: { + idle: parseFloat(instance['Instance @ Idle'].replace(',', '.')), + tenPercent: parseFloat(instance['Instance @ 10%'].replace(',', '.')), + fiftyPercent: parseFloat( + instance['Instance @ 50%'].replace(',', '.') + ), + hundredPercent: parseFloat( + instance['Instance @ 100%'].replace(',', '.') + ), + minWatts: minWatts, + maxWatts: maxWatts, + }, + vCPUs: cpus, + maxvCPUs: parseInt(instance['Platform Total Number of vCPU'], 10), + name: instance['Instance type'], + } as IComputeInstance; + }); + gcp_instances.forEach((instance: {[key: string]: any}) => { + const cpus = parseInt(instance['Instance vCPUs'], 10); + let architecture = instance['Microarchitecture']; + if (!(architecture in this.azureList)) { + architecture = 'Average'; + } + this.computeInstances['gcp'][instance['Machine type']] = { + name: instance['Machine type'], + vCPUs: cpus, + consumption: { + minWatts: this.gcpList[architecture]['Min Watts'] * cpus, + maxWatts: this.gcpList[architecture]['Max Watts'] * cpus, + }, + maxvCPUs: parseInt( + instance['Platform vCPUs (highest vCPU possible)'], + 10 + ), + } as IComputeInstance; + }); + azure_instances.forEach((instance: {[key: string]: any}) => { + const cpus = parseInt(instance['Instance vCPUs'], 10); + let architecture = instance['Microarchitecture']; + if (!(architecture in this.azureList)) { + architecture = 'Average'; + } + this.computeInstances['azure'][instance['Virtual Machine']] = { + consumption: { + minWatts: this.azureList[architecture]['Min Watts'] * cpus, + maxWatts: this.azureList[architecture]['Max Watts'] * cpus, + }, + name: instance['Virtual Machine'], + vCPUs: instance['Instance vCPUs'], + maxvCPUs: parseInt( + instance['Platform vCPUs (highest vCPU possible)'], + 10 + ), + } as IComputeInstance; + }); + aws_embodied.forEach((instance: {[key: string]: any}) => { + this.computeInstances['aws'][instance['type']].embodiedEmission = + instance['total']; + }); + gcp_embodied.forEach((instance: {[key: string]: any}) => { + this.computeInstances['gcp'][instance['type']].embodiedEmission = + instance['total']; + }); + azure_embodied.forEach((instance: {[key: string]: any}) => { + this.computeInstances['azure'][instance['type']].embodiedEmission = + instance['total']; + }); + } + + // Architecture strings are different between Instances-Use.JSON and the bundled Typescript from CCF. + // This function resolves the differences. + private resolveAwsArchitecture(architecture: string) { + if (architecture.includes('AMD ')) { + architecture = architecture.substring(4); + } + + if (architecture.includes('Skylake')) { + architecture = 'Sky Lake'; + } + + if (architecture.includes('Graviton')) { + if (architecture.includes('2')) { + architecture = 'Graviton2'; + } else if (architecture.includes('3')) { + architecture = 'Graviton3'; + } else { + architecture = 'Graviton'; + } + } + + if (architecture.includes('Unknown')) { + architecture = 'Average'; + } + + if (!(architecture in this.awsList)) { + console.log('ARCHITECTURE:', architecture); + } + + return architecture; + } + + /** + * Calculates the embodied emissions for a given observation + */ + private embodiedEmissions(observation: {[key: string]: any}): number { + // duration + const duration_in_hours = observation['duration'] / 3600; + // M = TE * (TR/EL) * (RR/TR) + // Where: + // TE = Total Embodied Emissions, the sum of Life Cycle Assessment(LCA) emissions for all hardware components + // TR = Time Reserved, the length of time the hardware is reserved for use by the software + // EL = Expected Lifespan, the anticipated time that the equipment will be installed + // RR = Resources Reserved, the number of resources reserved for use by the software. + // TR = Total Resources, the total number of resources available. + const TotalEmissions = + this.computeInstances[this.provider][this.instanceType] + .embodiedEmission ?? 0; + const TimeReserved = duration_in_hours; + const ExpectedLifespan = 8760 * this.expectedLifespan; + const ReservedResources = + this.computeInstances[this.provider][this.instanceType].vCPUs ?? 1.0; + const TotalResources = + this.computeInstances[this.provider][this.instanceType].maxVCPUs ?? 1.0; + + return ( + TotalEmissions * + (TimeReserved / ExpectedLifespan) * + (ReservedResources / TotalResources) + ); + } } From 6254fb61405eee7a103ab0d0d06ce3ab56b2ef46 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 22 Aug 2023 09:13:39 +0530 Subject: [PATCH 41/62] Run lint before any install / build step Signed-off-by: Gnanakeethan --- .github/workflows/nodejs-ci.yml | 6 ++++-- src/lib/ccf/index.ts | 2 +- 2 files changed, 5 insertions(+), 3 deletions(-) diff --git a/.github/workflows/nodejs-ci.yml b/.github/workflows/nodejs-ci.yml index 9b60e41d3..cea693156 100644 --- a/.github/workflows/nodejs-ci.yml +++ b/.github/workflows/nodejs-ci.yml @@ -16,6 +16,10 @@ jobs: node-version: 18 cache: 'yarn' + + - name: Run lint + run: yarn lint + - name: Install dependencies run: yarn install @@ -25,5 +29,3 @@ jobs: - name: Run tests run: yarn test - - name: Run lint - run: yarn lint diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 6209e6eb5..2344dea6f 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -10,7 +10,7 @@ import * as azure_instances from './azure-instances.json'; import * as gcp_embodied from './gcp-embodied.json'; import * as aws_embodied from './aws-embodied.json'; import * as azure_embodied from './azure-embodied.json'; -import {KeyValuePair} from "../../types/boavizta"; +import {KeyValuePair} from '../../types/boavizta'; // consumption information for a single instance interface IConsumption { From 66eb2d6127563cd3ef6fc3721a7aa721d0b13bf2 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 22 Aug 2023 09:14:31 +0530 Subject: [PATCH 42/62] Run lint after install Signed-off-by: Gnanakeethan --- .github/workflows/nodejs-ci.yml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/nodejs-ci.yml b/.github/workflows/nodejs-ci.yml index cea693156..8575d940c 100644 --- a/.github/workflows/nodejs-ci.yml +++ b/.github/workflows/nodejs-ci.yml @@ -17,12 +17,12 @@ jobs: cache: 'yarn' - - name: Run lint - run: yarn lint - - name: Install dependencies run: yarn install + - name: Run lint + run: yarn lint + - name: Build run: yarn build From 85f3ffd8fc3416f1e46673aff07a4225a22fcf64 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 22 Aug 2023 09:30:59 +0530 Subject: [PATCH 43/62] Fixing lint errors Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 28 ++++++++++++++-------------- 1 file changed, 14 insertions(+), 14 deletions(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 2344dea6f..9ed6ee02e 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -46,9 +46,9 @@ export class CloudCarbonFootprint implements IImpactModelInterface { {}; // list of all the compute instances by Architecture - private gcpList: {[key: string]: any} = {}; - private azureList: {[key: string]: any} = {}; - private awsList: {[key: string]: any} = {}; + private gcpList: KeyValuePair = {}; + private azureList: KeyValuePair = {}; + private awsList: KeyValuePair = {}; private provider = ''; private instanceType = ''; @@ -151,7 +151,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { const results: any[] = []; if (Array.isArray(observations)) { - observations.forEach((observation: {[key: string]: any}) => { + observations.forEach((observation: KeyValuePair) => { const e = this.calculateEnergy(observation); const m = this.embodiedEmissions(observation); @@ -255,7 +255,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { let gcpCount = 0; // standardize gcp emissions // gcp_use loaded from coefficients-gcp-use.csv file from CCF - gcp_use.forEach((instance: {[key: string]: any}) => { + gcp_use.forEach((instance: KeyValuePair) => { this.gcpList[instance['Architecture']] = instance; gcpMin += parseFloat(instance['Min Watts']); gcpMax += parseFloat(instance['Max Watts']); @@ -272,7 +272,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { let azureMax = 0.0; let azureCount = 0; // azure_use loaded from coefficients-azure-use.csv file from CCF - azure_use.forEach((instance: {[key: string]: any}) => { + azure_use.forEach((instance: KeyValuePair) => { this.azureList[instance['Architecture']] = instance; azureMin += parseFloat(instance['Min Watts']); azureMax += parseFloat(instance['Max Watts']); @@ -289,7 +289,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { let awsMax = 0.0; let awsCount = 0; // aws_use loaded from coefficients-aws-use.csv file from CCF - aws_use.forEach((instance: {[key: string]: any}) => { + aws_use.forEach((instance: KeyValuePair) => { this.awsList[instance['Architecture']] = instance; awsMin += parseFloat(instance['Min Watts']); awsMax += parseFloat(instance['Max Watts']); @@ -302,7 +302,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { 'Max Watts': awsAvgMax, Architecture: 'Average', }; - aws_instances.forEach((instance: {[key: string]: any}) => { + aws_instances.forEach((instance: KeyValuePair) => { const cpus = parseInt(instance['Instance vCPU'], 10); const architectures = INSTANCE_TYPE_COMPUTE_PROCESSOR_MAPPING[ instance['Instance type'] @@ -336,7 +336,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { name: instance['Instance type'], } as IComputeInstance; }); - gcp_instances.forEach((instance: {[key: string]: any}) => { + gcp_instances.forEach((instance: KeyValuePair) => { const cpus = parseInt(instance['Instance vCPUs'], 10); let architecture = instance['Microarchitecture']; if (!(architecture in this.azureList)) { @@ -355,7 +355,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { ), } as IComputeInstance; }); - azure_instances.forEach((instance: {[key: string]: any}) => { + azure_instances.forEach((instance: KeyValuePair) => { const cpus = parseInt(instance['Instance vCPUs'], 10); let architecture = instance['Microarchitecture']; if (!(architecture in this.azureList)) { @@ -374,15 +374,15 @@ export class CloudCarbonFootprint implements IImpactModelInterface { ), } as IComputeInstance; }); - aws_embodied.forEach((instance: {[key: string]: any}) => { + aws_embodied.forEach((instance: KeyValuePair) => { this.computeInstances['aws'][instance['type']].embodiedEmission = instance['total']; }); - gcp_embodied.forEach((instance: {[key: string]: any}) => { + gcp_embodied.forEach((instance: KeyValuePair) => { this.computeInstances['gcp'][instance['type']].embodiedEmission = instance['total']; }); - azure_embodied.forEach((instance: {[key: string]: any}) => { + azure_embodied.forEach((instance: KeyValuePair) => { this.computeInstances['azure'][instance['type']].embodiedEmission = instance['total']; }); @@ -423,7 +423,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { /** * Calculates the embodied emissions for a given observation */ - private embodiedEmissions(observation: {[key: string]: any}): number { + private embodiedEmissions(observation: KeyValuePair): number { // duration const duration_in_hours = observation['duration'] / 3600; // M = TE * (TR/EL) * (RR/TR) From 3f0a64b2981c82b29fc7891638ad7f90c2a4a734 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 22 Aug 2023 09:34:08 +0530 Subject: [PATCH 44/62] Adding typing for any Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 9ed6ee02e..26a056218 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -11,6 +11,7 @@ import * as gcp_embodied from './gcp-embodied.json'; import * as aws_embodied from './aws-embodied.json'; import * as azure_embodied from './azure-embodied.json'; import {KeyValuePair} from '../../types/boavizta'; +import {IUsageData} from "@cloud-carbon-footprint/core/dist"; // consumption information for a single instance interface IConsumption { @@ -36,6 +37,11 @@ export enum Interpolation { SPLINE = 'spline', } +export interface ICcfResult { + e: number; + m: number; +} + export class CloudCarbonFootprint implements IImpactModelInterface { // Defined for compatibility. Not used in CCF. authParams: object | undefined; @@ -149,7 +155,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { throw new Error('Configuration is incomplete'); } - const results: any[] = []; + const results: ICcfResult[] = []; if (Array.isArray(observations)) { observations.forEach((observation: KeyValuePair) => { const e = this.calculateEnergy(observation); From 31b8b9d8b7372223c2e98401d608b61c390ca5a7 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 22 Aug 2023 09:36:08 +0530 Subject: [PATCH 45/62] Remove unused import Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 1 - 1 file changed, 1 deletion(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 26a056218..c0cf97338 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -11,7 +11,6 @@ import * as gcp_embodied from './gcp-embodied.json'; import * as aws_embodied from './aws-embodied.json'; import * as azure_embodied from './azure-embodied.json'; import {KeyValuePair} from '../../types/boavizta'; -import {IUsageData} from "@cloud-carbon-footprint/core/dist"; // consumption information for a single instance interface IConsumption { From 38853cb2dfe8bbe8727a0fb286a94c254a6946d5 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 22 Aug 2023 09:47:38 +0530 Subject: [PATCH 46/62] Formatting and JSDoc comments Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 15 ++++++++------- 1 file changed, 8 insertions(+), 7 deletions(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index c0cf97338..70bcec8e7 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -47,8 +47,11 @@ export class CloudCarbonFootprint implements IImpactModelInterface { // name of the data source name: string | undefined; // compute instances grouped by the provider with usage data - private computeInstances: {[key: string]: {[key: string]: IComputeInstance}} = - {}; + private computeInstances: { + [key: string]: { + [key: string]: IComputeInstance; + }; + } = {}; // list of all the compute instances by Architecture private gcpList: KeyValuePair = {}; @@ -73,10 +76,8 @@ export class CloudCarbonFootprint implements IImpactModelInterface { } /** - * Parameters: - * name: name of the resource - * Configuration Parameters for StaticParams - * + * Configures the CCF Plugin for IEF + * @param {string} name name of the resource * @param {Object} staticParams static parameters for the resource * @param {("aws"|"gcp"|"azure")} staticParams.provider aws, gcp, azure * @param {string} staticParams.instance_type instance type from the list of supported instances @@ -311,7 +312,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { const cpus = parseInt(instance['Instance vCPU'], 10); const architectures = INSTANCE_TYPE_COMPUTE_PROCESSOR_MAPPING[ instance['Instance type'] - ] ?? ['Average']; + ] ?? ['Average']; let minWatts = 0.0; let maxWatts = 0.0; let count = 0; From 4111a196b925f6b87d2a028a4c69ff05ae4350a9 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 22 Aug 2023 09:48:25 +0530 Subject: [PATCH 47/62] format comments Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 70bcec8e7..2f609bb19 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -142,7 +142,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { * @param {Object[]} observations ISO 8601 datetime string * @param {string} observations[].datetime ISO 8601 datetime string * @param {number} observations[].duration observation duration in seconds - * @param {number} observations[].cpu: cpu usage in percentage + * @param {number} observations[].cpu percentage cpu usage */ async calculate( observations: object | object[] | undefined From 6f9d95a281cefcfb737ac613536a9ae478569ac3 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 22 Aug 2023 10:06:26 +0530 Subject: [PATCH 48/62] Lint fixes Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 2f609bb19..919e5b4c8 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -312,7 +312,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { const cpus = parseInt(instance['Instance vCPU'], 10); const architectures = INSTANCE_TYPE_COMPUTE_PROCESSOR_MAPPING[ instance['Instance type'] - ] ?? ['Average']; + ] ?? ['Average']; let minWatts = 0.0; let maxWatts = 0.0; let count = 0; From 64769efa813192510462e0b00476d4e3470c7fda Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 22 Aug 2023 14:03:47 +0530 Subject: [PATCH 49/62] Requested Changes Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 158 ++++++++++++++++++------------------------- 1 file changed, 66 insertions(+), 92 deletions(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 919e5b4c8..28b0128a4 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -1,15 +1,15 @@ import {INSTANCE_TYPE_COMPUTE_PROCESSOR_MAPPING} from '@cloud-carbon-footprint/aws/dist/lib/AWSInstanceTypes'; import {IImpactModelInterface} from '../interfaces'; import Spline from 'typescript-cubic-spline'; -import * as aws_instances from './aws-instances.json'; -import * as gcp_instances from './gcp-instances.json'; -import * as gcp_use from './gcp-use.json'; -import * as aws_use from './aws-use.json'; -import * as azure_use from './azure-use.json'; -import * as azure_instances from './azure-instances.json'; -import * as gcp_embodied from './gcp-embodied.json'; -import * as aws_embodied from './aws-embodied.json'; -import * as azure_embodied from './azure-embodied.json'; +import * as AWS_INSTANCES from './aws-instances.json'; +import * as GCP_INSTANCES from './gcp-instances.json'; +import * as AZURE_INSTANCES from './azure-instances.json'; +import * as GCP_USE from './gcp-use.json'; +import * as AWS_USE from './aws-use.json'; +import * as AZURE_USE from './azure-use.json'; +import * as GCP_EMBODIED from './gcp-embodied.json'; +import * as AWS_EMBODIED from './aws-embodied.json'; +import * as AZURE_EMBODIED from './azure-embodied.json'; import {KeyValuePair} from '../../types/boavizta'; // consumption information for a single instance @@ -53,11 +53,12 @@ export class CloudCarbonFootprint implements IImpactModelInterface { }; } = {}; - // list of all the compute instances by Architecture - private gcpList: KeyValuePair = {}; - private azureList: KeyValuePair = {}; - private awsList: KeyValuePair = {}; - + // list of all the by Architecture + private computeInstanceUsageByArchitecture: KeyValuePair = { + 'gcp': {}, + 'aws': {}, + 'azure': {}, + }; private provider = ''; private instanceType = ''; private expectedLifespan = 4; @@ -256,70 +257,21 @@ export class CloudCarbonFootprint implements IImpactModelInterface { this.computeInstances['aws'] = {}; this.computeInstances['gcp'] = {}; this.computeInstances['azure'] = {}; - let gcpMin = 0.0; - let gcpMax = 0.0; - let gcpCount = 0; - // standardize gcp emissions - // gcp_use loaded from coefficients-gcp-use.csv file from CCF - gcp_use.forEach((instance: KeyValuePair) => { - this.gcpList[instance['Architecture']] = instance; - gcpMin += parseFloat(instance['Min Watts']); - gcpMax += parseFloat(instance['Max Watts']); - gcpCount += 1; - }); - const gcpAvgMin = gcpMin / gcpCount; - const gcpAvgMax = gcpMax / gcpCount; - this.gcpList['Average'] = { - 'Min Watts': gcpAvgMin, - 'Max Watts': gcpAvgMax, - Architecture: 'Average', - }; - let azureMin = 0.0; - let azureMax = 0.0; - let azureCount = 0; - // azure_use loaded from coefficients-azure-use.csv file from CCF - azure_use.forEach((instance: KeyValuePair) => { - this.azureList[instance['Architecture']] = instance; - azureMin += parseFloat(instance['Min Watts']); - azureMax += parseFloat(instance['Max Watts']); - azureCount += 1; - }); - const azureAvgMin = azureMin / azureCount; - const azureAvgMax = azureMax / azureCount; - this.azureList['Average'] = { - 'Min Watts': azureAvgMin, - 'Max Watts': azureAvgMax, - Architecture: 'Average', - }; - let awsMin = 0.0; - let awsMax = 0.0; - let awsCount = 0; - // aws_use loaded from coefficients-aws-use.csv file from CCF - aws_use.forEach((instance: KeyValuePair) => { - this.awsList[instance['Architecture']] = instance; - awsMin += parseFloat(instance['Min Watts']); - awsMax += parseFloat(instance['Max Watts']); - awsCount += 1; - }); - const awsAvgMin = awsMin / awsCount; - const awsAvgMax = awsMax / awsCount; - this.awsList['Average'] = { - 'Min Watts': awsAvgMin, - 'Max Watts': awsAvgMax, - Architecture: 'Average', - }; - aws_instances.forEach((instance: KeyValuePair) => { + this.calculateAverage('gcp', GCP_USE); + this.calculateAverage('azure', AZURE_USE); + this.calculateAverage('aws', AWS_USE); + AWS_INSTANCES.forEach((instance: KeyValuePair) => { const cpus = parseInt(instance['Instance vCPU'], 10); const architectures = INSTANCE_TYPE_COMPUTE_PROCESSOR_MAPPING[ instance['Instance type'] - ] ?? ['Average']; + ] ?? ['Average']; let minWatts = 0.0; let maxWatts = 0.0; let count = 0; architectures.forEach((architecture: string) => { architecture = this.resolveAwsArchitecture(architecture); - minWatts += this.awsList[architecture]['Min Watts'] ?? 0; - maxWatts += this.awsList[architecture]['Max Watts'] ?? 0; + minWatts += this.computeInstanceUsageByArchitecture['aws'][architecture]['Min Watts'] ?? 0; + maxWatts += this.computeInstanceUsageByArchitecture['aws'][architecture]['Max Watts'] ?? 0; count += 1; }); minWatts = minWatts / count; @@ -342,18 +294,20 @@ export class CloudCarbonFootprint implements IImpactModelInterface { name: instance['Instance type'], } as IComputeInstance; }); - gcp_instances.forEach((instance: KeyValuePair) => { + GCP_INSTANCES.forEach((instance: KeyValuePair) => { + const cpus = parseInt(instance['Instance vCPUs'], 10); let architecture = instance['Microarchitecture']; - if (!(architecture in this.azureList)) { + + if (!(architecture in this.computeInstanceUsageByArchitecture['gcp'])) { architecture = 'Average'; } this.computeInstances['gcp'][instance['Machine type']] = { name: instance['Machine type'], vCPUs: cpus, consumption: { - minWatts: this.gcpList[architecture]['Min Watts'] * cpus, - maxWatts: this.gcpList[architecture]['Max Watts'] * cpus, + minWatts: this.computeInstanceUsageByArchitecture['gcp'][architecture]['Min Watts'] * cpus, + maxWatts: this.computeInstanceUsageByArchitecture['gcp'][architecture]['Max Watts'] * cpus, }, maxvCPUs: parseInt( instance['Platform vCPUs (highest vCPU possible)'], @@ -361,16 +315,16 @@ export class CloudCarbonFootprint implements IImpactModelInterface { ), } as IComputeInstance; }); - azure_instances.forEach((instance: KeyValuePair) => { + AZURE_INSTANCES.forEach((instance: KeyValuePair) => { const cpus = parseInt(instance['Instance vCPUs'], 10); let architecture = instance['Microarchitecture']; - if (!(architecture in this.azureList)) { + if (!(architecture in this.computeInstanceUsageByArchitecture['azure'])) { architecture = 'Average'; } this.computeInstances['azure'][instance['Virtual Machine']] = { consumption: { - minWatts: this.azureList[architecture]['Min Watts'] * cpus, - maxWatts: this.azureList[architecture]['Max Watts'] * cpus, + minWatts: this.computeInstanceUsageByArchitecture['azure'][architecture]['Min Watts'] * cpus, + maxWatts: this.computeInstanceUsageByArchitecture['azure'][architecture]['Max Watts'] * cpus, }, name: instance['Virtual Machine'], vCPUs: instance['Instance vCPUs'], @@ -380,21 +334,40 @@ export class CloudCarbonFootprint implements IImpactModelInterface { ), } as IComputeInstance; }); - aws_embodied.forEach((instance: KeyValuePair) => { + AWS_EMBODIED.forEach((instance: KeyValuePair) => { this.computeInstances['aws'][instance['type']].embodiedEmission = instance['total']; }); - gcp_embodied.forEach((instance: KeyValuePair) => { + GCP_EMBODIED.forEach((instance: KeyValuePair) => { this.computeInstances['gcp'][instance['type']].embodiedEmission = instance['total']; }); - azure_embodied.forEach((instance: KeyValuePair) => { + AZURE_EMBODIED.forEach((instance: KeyValuePair) => { this.computeInstances['azure'][instance['type']].embodiedEmission = instance['total']; }); } - // Architecture strings are different between Instances-Use.JSON and the bundled Typescript from CCF. + private calculateAverage(provider: string, instanceList: KeyValuePair[]) { + let min = 0.0; + let max = 0.0; + let count = 0.0; + instanceList.forEach((instance: KeyValuePair) => { + this.computeInstanceUsageByArchitecture[provider][instance['Architecture']] = instance; + min += parseFloat(instance['Min Watts']); + max += parseFloat(instance['Max Watts']); + count += 1.0; + }); + const avgMin = min / count; + const avgMax = max / count; + this.computeInstanceUsageByArchitecture[provider]['Average'] = { + 'Min Watts': avgMin, + 'Max Watts': avgMax, + Architecture: 'Average', + } + } + +// Architecture strings are different between Instances-Use.JSON and the bundled Typescript from CCF. // This function resolves the differences. private resolveAwsArchitecture(architecture: string) { if (architecture.includes('AMD ')) { @@ -419,7 +392,8 @@ export class CloudCarbonFootprint implements IImpactModelInterface { architecture = 'Average'; } - if (!(architecture in this.awsList)) { + + if (!(architecture in this.computeInstanceUsageByArchitecture['aws'])) { console.log('ARCHITECTURE:', architecture); } @@ -431,7 +405,7 @@ export class CloudCarbonFootprint implements IImpactModelInterface { */ private embodiedEmissions(observation: KeyValuePair): number { // duration - const duration_in_hours = observation['duration'] / 3600; + const durationInHours = observation['duration'] / 3600; // M = TE * (TR/EL) * (RR/TR) // Where: // TE = Total Embodied Emissions, the sum of Life Cycle Assessment(LCA) emissions for all hardware components @@ -439,20 +413,20 @@ export class CloudCarbonFootprint implements IImpactModelInterface { // EL = Expected Lifespan, the anticipated time that the equipment will be installed // RR = Resources Reserved, the number of resources reserved for use by the software. // TR = Total Resources, the total number of resources available. - const TotalEmissions = + const totalEmissions = this.computeInstances[this.provider][this.instanceType] .embodiedEmission ?? 0; - const TimeReserved = duration_in_hours; - const ExpectedLifespan = 8760 * this.expectedLifespan; - const ReservedResources = + const timeReserved = durationInHours; + const expectedLifespan = 8760 * this.expectedLifespan; + const reservedResources = this.computeInstances[this.provider][this.instanceType].vCPUs ?? 1.0; - const TotalResources = + const totalResources = this.computeInstances[this.provider][this.instanceType].maxVCPUs ?? 1.0; return ( - TotalEmissions * - (TimeReserved / ExpectedLifespan) * - (ReservedResources / TotalResources) + totalEmissions * + (timeReserved / expectedLifespan) * + (reservedResources / totalResources) ); } } From 65ec7c12f35a672ff5738b261c4505228b47beba Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 22 Aug 2023 14:07:35 +0530 Subject: [PATCH 50/62] Extracing interfaces outside the ccf/index Signed-off-by: Gnanakeethan --- src/lib/ccf/index.test.ts | 3 ++- src/lib/ccf/index.ts | 31 +------------------------------ src/lib/interfaces/ccf.ts | 28 ++++++++++++++++++++++++++++ src/lib/interfaces/index.ts | 3 +++ 4 files changed, 34 insertions(+), 31 deletions(-) create mode 100644 src/lib/interfaces/ccf.ts diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts index 25c7b3c6d..c3f2f547c 100644 --- a/src/lib/ccf/index.test.ts +++ b/src/lib/ccf/index.test.ts @@ -1,5 +1,6 @@ import {describe, expect, jest, test} from '@jest/globals'; -import {CloudCarbonFootprint, Interpolation} from './index'; +import {CloudCarbonFootprint} from './index'; +import {Interpolation} from "../interfaces"; jest.setTimeout(30000); diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 28b0128a4..7ed5d2d23 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -1,5 +1,5 @@ import {INSTANCE_TYPE_COMPUTE_PROCESSOR_MAPPING} from '@cloud-carbon-footprint/aws/dist/lib/AWSInstanceTypes'; -import {IImpactModelInterface} from '../interfaces'; +import {ICcfResult, IComputeInstance, IImpactModelInterface, Interpolation} from '../interfaces'; import Spline from 'typescript-cubic-spline'; import * as AWS_INSTANCES from './aws-instances.json'; import * as GCP_INSTANCES from './gcp-instances.json'; @@ -12,35 +12,6 @@ import * as AWS_EMBODIED from './aws-embodied.json'; import * as AZURE_EMBODIED from './azure-embodied.json'; import {KeyValuePair} from '../../types/boavizta'; -// consumption information for a single instance -interface IConsumption { - idle?: number; - tenPercent?: number; - fiftyPercent?: number; - hundredPercent?: number; - minWatts?: number; - maxWatts?: number; -} - -// information about a single compute instance -interface IComputeInstance { - consumption: IConsumption; - embodiedEmission?: number; - name: string; - vCPUs?: number; - maxVCPUs?: number; -} - -export enum Interpolation { - LINEAR = 'linear', - SPLINE = 'spline', -} - -export interface ICcfResult { - e: number; - m: number; -} - export class CloudCarbonFootprint implements IImpactModelInterface { // Defined for compatibility. Not used in CCF. authParams: object | undefined; diff --git a/src/lib/interfaces/ccf.ts b/src/lib/interfaces/ccf.ts new file mode 100644 index 000000000..92a4d9a5a --- /dev/null +++ b/src/lib/interfaces/ccf.ts @@ -0,0 +1,28 @@ +// consumption information for a single instance +interface IConsumption { + idle?: number; + tenPercent?: number; + fiftyPercent?: number; + hundredPercent?: number; + minWatts?: number; + maxWatts?: number; +} + +// information about a single compute instance +export interface IComputeInstance { + consumption: IConsumption; + embodiedEmission?: number; + name: string; + vCPUs?: number; + maxVCPUs?: number; +} + +export enum Interpolation { + LINEAR = 'linear', + SPLINE = 'spline', +} + +export interface ICcfResult { + e: number; + m: number; +} diff --git a/src/lib/interfaces/index.ts b/src/lib/interfaces/index.ts index d402abe66..ece70cc57 100644 --- a/src/lib/interfaces/index.ts +++ b/src/lib/interfaces/index.ts @@ -11,3 +11,6 @@ export interface IImpactModelInterface { calculate(observations: object | object[] | undefined): Promise; } +export {ICcfResult} from "./ccf"; +export {Interpolation} from "./ccf"; +export {IComputeInstance} from "./ccf"; From 3ffd80c92215d0218f3f8fa3666b379a621bbafa Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 22 Aug 2023 14:09:23 +0530 Subject: [PATCH 51/62] Fixing exports Signed-off-by: Gnanakeethan --- src/lib/interfaces/ccf.ts | 2 +- src/lib/interfaces/index.ts | 4 +--- 2 files changed, 2 insertions(+), 4 deletions(-) diff --git a/src/lib/interfaces/ccf.ts b/src/lib/interfaces/ccf.ts index 92a4d9a5a..accfde2d4 100644 --- a/src/lib/interfaces/ccf.ts +++ b/src/lib/interfaces/ccf.ts @@ -1,5 +1,5 @@ // consumption information for a single instance -interface IConsumption { +export interface IConsumption { idle?: number; tenPercent?: number; fiftyPercent?: number; diff --git a/src/lib/interfaces/index.ts b/src/lib/interfaces/index.ts index ece70cc57..61af3e793 100644 --- a/src/lib/interfaces/index.ts +++ b/src/lib/interfaces/index.ts @@ -11,6 +11,4 @@ export interface IImpactModelInterface { calculate(observations: object | object[] | undefined): Promise; } -export {ICcfResult} from "./ccf"; -export {Interpolation} from "./ccf"; -export {IComputeInstance} from "./ccf"; +export * from "./ccf"; From 34f4297cd39bae1ff84d361ffe79f561efd0f9da Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 22 Aug 2023 14:16:29 +0530 Subject: [PATCH 52/62] Fix formatting Signed-off-by: Gnanakeethan --- src/lib/ccf/index.ts | 55 ++++++++++++++++++++++++++----------- src/lib/interfaces/index.ts | 2 +- 2 files changed, 40 insertions(+), 17 deletions(-) diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 7ed5d2d23..76f4ea0e7 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -1,5 +1,10 @@ import {INSTANCE_TYPE_COMPUTE_PROCESSOR_MAPPING} from '@cloud-carbon-footprint/aws/dist/lib/AWSInstanceTypes'; -import {ICcfResult, IComputeInstance, IImpactModelInterface, Interpolation} from '../interfaces'; +import { + ICcfResult, + IComputeInstance, + IImpactModelInterface, + Interpolation, +} from '../interfaces'; import Spline from 'typescript-cubic-spline'; import * as AWS_INSTANCES from './aws-instances.json'; import * as GCP_INSTANCES from './gcp-instances.json'; @@ -26,9 +31,9 @@ export class CloudCarbonFootprint implements IImpactModelInterface { // list of all the by Architecture private computeInstanceUsageByArchitecture: KeyValuePair = { - 'gcp': {}, - 'aws': {}, - 'azure': {}, + gcp: {}, + aws: {}, + azure: {}, }; private provider = ''; private instanceType = ''; @@ -235,14 +240,20 @@ export class CloudCarbonFootprint implements IImpactModelInterface { const cpus = parseInt(instance['Instance vCPU'], 10); const architectures = INSTANCE_TYPE_COMPUTE_PROCESSOR_MAPPING[ instance['Instance type'] - ] ?? ['Average']; + ] ?? ['Average']; let minWatts = 0.0; let maxWatts = 0.0; let count = 0; architectures.forEach((architecture: string) => { architecture = this.resolveAwsArchitecture(architecture); - minWatts += this.computeInstanceUsageByArchitecture['aws'][architecture]['Min Watts'] ?? 0; - maxWatts += this.computeInstanceUsageByArchitecture['aws'][architecture]['Max Watts'] ?? 0; + minWatts += + this.computeInstanceUsageByArchitecture['aws'][architecture][ + 'Min Watts' + ] ?? 0; + maxWatts += + this.computeInstanceUsageByArchitecture['aws'][architecture][ + 'Max Watts' + ] ?? 0; count += 1; }); minWatts = minWatts / count; @@ -266,7 +277,6 @@ export class CloudCarbonFootprint implements IImpactModelInterface { } as IComputeInstance; }); GCP_INSTANCES.forEach((instance: KeyValuePair) => { - const cpus = parseInt(instance['Instance vCPUs'], 10); let architecture = instance['Microarchitecture']; @@ -277,8 +287,14 @@ export class CloudCarbonFootprint implements IImpactModelInterface { name: instance['Machine type'], vCPUs: cpus, consumption: { - minWatts: this.computeInstanceUsageByArchitecture['gcp'][architecture]['Min Watts'] * cpus, - maxWatts: this.computeInstanceUsageByArchitecture['gcp'][architecture]['Max Watts'] * cpus, + minWatts: + this.computeInstanceUsageByArchitecture['gcp'][architecture][ + 'Min Watts' + ] * cpus, + maxWatts: + this.computeInstanceUsageByArchitecture['gcp'][architecture][ + 'Max Watts' + ] * cpus, }, maxvCPUs: parseInt( instance['Platform vCPUs (highest vCPU possible)'], @@ -294,8 +310,14 @@ export class CloudCarbonFootprint implements IImpactModelInterface { } this.computeInstances['azure'][instance['Virtual Machine']] = { consumption: { - minWatts: this.computeInstanceUsageByArchitecture['azure'][architecture]['Min Watts'] * cpus, - maxWatts: this.computeInstanceUsageByArchitecture['azure'][architecture]['Max Watts'] * cpus, + minWatts: + this.computeInstanceUsageByArchitecture['azure'][architecture][ + 'Min Watts' + ] * cpus, + maxWatts: + this.computeInstanceUsageByArchitecture['azure'][architecture][ + 'Max Watts' + ] * cpus, }, name: instance['Virtual Machine'], vCPUs: instance['Instance vCPUs'], @@ -324,7 +346,9 @@ export class CloudCarbonFootprint implements IImpactModelInterface { let max = 0.0; let count = 0.0; instanceList.forEach((instance: KeyValuePair) => { - this.computeInstanceUsageByArchitecture[provider][instance['Architecture']] = instance; + this.computeInstanceUsageByArchitecture[provider][ + instance['Architecture'] + ] = instance; min += parseFloat(instance['Min Watts']); max += parseFloat(instance['Max Watts']); count += 1.0; @@ -335,10 +359,10 @@ export class CloudCarbonFootprint implements IImpactModelInterface { 'Min Watts': avgMin, 'Max Watts': avgMax, Architecture: 'Average', - } + }; } -// Architecture strings are different between Instances-Use.JSON and the bundled Typescript from CCF. + // Architecture strings are different between Instances-Use.JSON and the bundled Typescript from CCF. // This function resolves the differences. private resolveAwsArchitecture(architecture: string) { if (architecture.includes('AMD ')) { @@ -363,7 +387,6 @@ export class CloudCarbonFootprint implements IImpactModelInterface { architecture = 'Average'; } - if (!(architecture in this.computeInstanceUsageByArchitecture['aws'])) { console.log('ARCHITECTURE:', architecture); } diff --git a/src/lib/interfaces/index.ts b/src/lib/interfaces/index.ts index 61af3e793..9b46f629a 100644 --- a/src/lib/interfaces/index.ts +++ b/src/lib/interfaces/index.ts @@ -11,4 +11,4 @@ export interface IImpactModelInterface { calculate(observations: object | object[] | undefined): Promise; } -export * from "./ccf"; +export * from './ccf'; From 6b5ac22c68d7b77dab069f35e1e62bc6a027d5be Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 22 Aug 2023 14:18:48 +0530 Subject: [PATCH 53/62] Fixing formatting Signed-off-by: Gnanakeethan --- src/lib/ccf/index.test.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts index c3f2f547c..54ffb894f 100644 --- a/src/lib/ccf/index.test.ts +++ b/src/lib/ccf/index.test.ts @@ -1,6 +1,6 @@ import {describe, expect, jest, test} from '@jest/globals'; import {CloudCarbonFootprint} from './index'; -import {Interpolation} from "../interfaces"; +import {Interpolation} from '../interfaces'; jest.setTimeout(30000); From e6e8feec0b408ba676f50cc983028f3cfe749fa0 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 22 Aug 2023 18:26:07 +0530 Subject: [PATCH 54/62] Fixing tests Signed-off-by: Gnanakeethan --- src/lib/ccf/index.test.ts | 109 +++++++++++++++++++++++++++++++++----- src/lib/ccf/index.ts | 4 +- 2 files changed, 98 insertions(+), 15 deletions(-) diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts index 54ffb894f..500fb2451 100644 --- a/src/lib/ccf/index.test.ts +++ b/src/lib/ccf/index.test.ts @@ -1,6 +1,5 @@ import {describe, expect, jest, test} from '@jest/globals'; import {CloudCarbonFootprint} from './index'; -import {Interpolation} from '../interfaces'; jest.setTimeout(30000); @@ -10,7 +9,6 @@ describe('ccf:configure test', () => { await impactModel.configure('test', { provider: 'aws', instance_type: 't2.micro', - interpolation: Interpolation.SPLINE, }); await expect( impactModel.calculate([ @@ -18,39 +16,125 @@ describe('ccf:configure test', () => { ]) ).resolves.toStrictEqual([ { - e: 0.004900000000000001, + e: 0.0023031270462730543, m: 0.04216723744292237, }, ]); }); - test('initialize with params', async () => { + test('initialize with params:aws', async () => { const impactModel = new CloudCarbonFootprint(); await impactModel.configure('test', { provider: 'aws', - instance_type: 't2.micro', - interpolation: Interpolation.SPLINE, + instance_type: 'm5n.large', }); await expect( impactModel.calculate([ + { + duration: 3600, + cpu: 0.1, + datetime: '2021-01-01T00:00:00Z', + }, + { + duration: 3600, + cpu: 0.5, + datetime: '2021-01-01T00:00:00Z', + }, + { + duration: 3600, + cpu: 1, + datetime: '2021-01-01T00:00:00Z', + }, + ]) + ).resolves.toStrictEqual([ + { + e: 0.0019435697915529846, + m: 0.09194006849315069, + }, + { + e: 0.0046062540925461085, + m: 0.09194006849315069, + }, + { + e: 0.007934609468787513, + m: 0.09194006849315069, + }, + ]); + }); + test('initialize with params:azure', async () => { + const impactModel = new CloudCarbonFootprint(); + await impactModel.configure('test', { + provider: 'azure', + instance_type: 'D2 v4', + }); + await expect( + impactModel.calculate([ + { + duration: 3600, + cpu: 0.1, + datetime: '2021-01-01T00:00:00Z', + }, { duration: 3600, cpu: 0.5, datetime: '2021-01-01T00:00:00Z', }, { - duration: 3600 * 2, + duration: 3600, + cpu: 1, + datetime: '2021-01-01T00:00:00Z', + }, + ]) + ).resolves.toStrictEqual([ + { + e: 0.0019435697915529846, + m:0.08179908675799086, + }, + { + e:0.0046062540925461085, + m:0.08179908675799086, + }, + { + e: 0.007934609468787513, + m:0.08179908675799086, + }, + ]); + }); + test('initialize with params:gcp', async () => { + const impactModel = new CloudCarbonFootprint(); + await impactModel.configure('test', { + provider: 'gcp', + instance_type: 'n2-standard-2', + }); + await expect( + impactModel.calculate([ + { + duration: 3600, + cpu: 0.1, + datetime: '2021-01-01T00:00:00Z', + }, + { + duration: 3600, cpu: 0.5, - datetime: '2021-01-02T00:00:00Z', + datetime: '2021-01-01T00:00:00Z', + }, + { + duration: 3600, + cpu: 1, + datetime: '2021-01-01T00:00:00Z', }, ]) ).resolves.toStrictEqual([ { - e: 0.004900000000000001, - m: 0.04216723744292237, + e: 0.0018785992503765141, + m: 0.10778881278538813, + }, + { + e: 0.004281401386663755, + m: 0.10778881278538813, }, { - e: 0.004900000000000001 * 2, - m: 0.04216723744292237 * 2, + e: 0.0072849040570228075, + m: 0.10778881278538813, }, ]); }); @@ -61,7 +145,6 @@ describe('ccf:configure test', () => { impactModel.configure('test', { provider: 'aws', instance_type: 't5.micro', - interpolation: Interpolation.SPLINE, }) ).rejects.toThrowError(); await expect( diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 76f4ea0e7..46acd7a89 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -268,8 +268,8 @@ export class CloudCarbonFootprint implements IImpactModelInterface { hundredPercent: parseFloat( instance['Instance @ 100%'].replace(',', '.') ), - minWatts: minWatts, - maxWatts: maxWatts, + minWatts: minWatts * cpus, + maxWatts: maxWatts * cpus, }, vCPUs: cpus, maxvCPUs: parseInt(instance['Platform Total Number of vCPU'], 10), From 4ce6c9221b1a2ac0259b924d741676c38c1fdeac Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Tue, 22 Aug 2023 18:28:42 +0530 Subject: [PATCH 55/62] Fixing formatting Signed-off-by: Gnanakeethan --- src/lib/ccf/index.test.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts index 500fb2451..bf42d1415 100644 --- a/src/lib/ccf/index.test.ts +++ b/src/lib/ccf/index.test.ts @@ -4,7 +4,7 @@ import {CloudCarbonFootprint} from './index'; jest.setTimeout(30000); describe('ccf:configure test', () => { - test('initialize with params', async () => { + test('initialize with params', async () => { const impactModel = new CloudCarbonFootprint(); await impactModel.configure('test', { provider: 'aws', From 4bca3ceb3828846a96674a155954922635208d94 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Wed, 23 Aug 2023 09:41:22 +0530 Subject: [PATCH 56/62] Lint fixes Signed-off-by: Gnanakeethan --- src/lib/ccf/index.test.ts | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts index bf42d1415..29cbbc4d1 100644 --- a/src/lib/ccf/index.test.ts +++ b/src/lib/ccf/index.test.ts @@ -4,7 +4,7 @@ import {CloudCarbonFootprint} from './index'; jest.setTimeout(30000); describe('ccf:configure test', () => { - test('initialize with params', async () => { + test('initialize with params', async () => { const impactModel = new CloudCarbonFootprint(); await impactModel.configure('test', { provider: 'aws', @@ -87,15 +87,15 @@ describe('ccf:configure test', () => { ).resolves.toStrictEqual([ { e: 0.0019435697915529846, - m:0.08179908675799086, + m: 0.08179908675799086, }, { - e:0.0046062540925461085, - m:0.08179908675799086, + e: 0.0046062540925461085, + m: 0.08179908675799086, }, { e: 0.007934609468787513, - m:0.08179908675799086, + m: 0.08179908675799086, }, ]); }); From b60dfcb75c5597fc9f952bdfff2445ed4d00b3f9 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Date: Wed, 23 Aug 2023 09:49:45 +0530 Subject: [PATCH 57/62] Fixing test Signed-off-by: Gnanakeethan --- src/lib/ccf/index.test.ts | 20 ++++++++++---------- src/lib/ccf/index.ts | 3 ++- 2 files changed, 12 insertions(+), 11 deletions(-) diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts index 29cbbc4d1..5fb46e04a 100644 --- a/src/lib/ccf/index.test.ts +++ b/src/lib/ccf/index.test.ts @@ -17,7 +17,7 @@ describe('ccf:configure test', () => { ).resolves.toStrictEqual([ { e: 0.0023031270462730543, - m: 0.04216723744292237, + m: 0.04216723744292237 * 1000, }, ]); }); @@ -48,15 +48,15 @@ describe('ccf:configure test', () => { ).resolves.toStrictEqual([ { e: 0.0019435697915529846, - m: 0.09194006849315069, + m: 91.94006849315068, }, { e: 0.0046062540925461085, - m: 0.09194006849315069, + m: 91.94006849315068, }, { e: 0.007934609468787513, - m: 0.09194006849315069, + m: 91.94006849315068, }, ]); }); @@ -87,15 +87,15 @@ describe('ccf:configure test', () => { ).resolves.toStrictEqual([ { e: 0.0019435697915529846, - m: 0.08179908675799086, + m: 0.08179908675799086 * 1000, }, { e: 0.0046062540925461085, - m: 0.08179908675799086, + m: 0.08179908675799086 * 1000, }, { e: 0.007934609468787513, - m: 0.08179908675799086, + m: 0.08179908675799086 * 1000, }, ]); }); @@ -126,15 +126,15 @@ describe('ccf:configure test', () => { ).resolves.toStrictEqual([ { e: 0.0018785992503765141, - m: 0.10778881278538813, + m: 0.10778881278538813 * 1000, }, { e: 0.004281401386663755, - m: 0.10778881278538813, + m: 0.10778881278538813 * 1000, }, { e: 0.0072849040570228075, - m: 0.10778881278538813, + m: 0.10778881278538813 * 1000, }, ]); }); diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index 46acd7a89..a9af0a9ec 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -416,9 +416,10 @@ export class CloudCarbonFootprint implements IImpactModelInterface { this.computeInstances[this.provider][this.instanceType].vCPUs ?? 1.0; const totalResources = this.computeInstances[this.provider][this.instanceType].maxVCPUs ?? 1.0; - + // Multiply totalEmissions by 1000 to convert from kgCO2e to gCO2e return ( totalEmissions * + 1000 * (timeReserved / expectedLifespan) * (reservedResources / totalResources) ); From 953121db229839cff585040632d5eef64ad25534 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Balasubramaniam Date: Mon, 28 Aug 2023 11:37:55 +0530 Subject: [PATCH 58/62] Adding documentation for the CCF plugin Signed-off-by: Gnanakeethan Balasubramaniam --- docs/implementations/ccf.md | 81 +++++++++++++++++++++++++++++++++++++ 1 file changed, 81 insertions(+) create mode 100644 docs/implementations/ccf.md diff --git a/docs/implementations/ccf.md b/docs/implementations/ccf.md new file mode 100644 index 000000000..c9f900b18 --- /dev/null +++ b/docs/implementations/ccf.md @@ -0,0 +1,81 @@ +# Cloud Carbon Footprint + +Cloud Carbon Footprint is an open source tool that provides visibility and tooling to measure, monitor and reduce your cloud carbon emissions. We use best practice methodologies to convert cloud utilization into estimated energy usage and carbon emissions, producing metrics and carbon savings estimates that can be shared with employees, investors, and other stakeholders. + +## Implementation + +IEF implements this plugin to the IEF Specification based on the computational methodology used by the Cloud Carbon Footprint. + +Cloud Carbon Footprint includes calculations for three cloud providers namely AWS, Azure and GCP. + +By default, Linear interpolation is used to estimate the energy. Interpolation is performed using the CPU Design Cycle, for example in Intel Chips, **CoffeeLake** and for example in AMD Chips, **EPYC 2nd Gen**. + +Additionally, **TEADS model curve for AWS** available in the CCF dataset can be used for spline curve interpolation for instances in AWS infrastructure. + +Resulting values are generally approximation and should be revalidated across different models as there can be significant difference between values. + +## Usage + +Configure method has to be called on the instantiated object before any other calls are done. + +Calculate method expects an array of observations. Each observation should feature `duration`,`cpu`,`datetime` in the formats specified below. + + +### AWS + +```typescript +import {CloudCarbonFootprint} from 'ief'; + +const ccf = new CloudCarbonFootprint(); +ccf.configure({ + provider: 'aws', + instance_type: 'c6i.large' +}) +const results = ccf.calculate([ + { + duration: 3600, // duration institute + cpu: 0.1, // CPU usage as a value between 0 and 1 in floating point number + datetime: '2021-01-01T00:00:00Z', // ISO8601 / RFC3339 timestamp + } +]) +``` + +### Azure + +```typescript +import {CloudCarbonFootprint} from 'ief'; + +const ccf = new CloudCarbonFootprint(); +ccf.configure({ + provider: 'azure', + instance_type: 'D4 v4' +}) +const results = ccf.calculate([ + { + duration: 3600, // duration institute + cpu: 0.1, // CPU usage as a value between 0 and 1 in floating point number + datetime: '2021-01-01T00:00:00Z', // ISO8601 / RFC3339 timestamp + } +]) +``` + +### GCP + +```typescript +import {CloudCarbonFootprint} from 'ief'; + +const ccf = new CloudCarbonFootprint(); +ccf.configure({ + provider: 'aws', + instance_type: 'n2-standard-2' +}) +const results = ccf.calculate([ + { + duration: 3600, // duration institute + cpu: 0.1, // CPU usage as a value between 0 and 1 in floating point number + datetime: '2021-01-01T00:00:00Z', // ISO8601 / RFC3339 timestamp + } +]) +``` + + From 0d571d01b549ba6f20d176a589f0620419a4803a Mon Sep 17 00:00:00 2001 From: Gnanakeethan Balasubramaniam Date: Mon, 28 Aug 2023 11:39:27 +0530 Subject: [PATCH 59/62] Add a note about CCF instance type recognition Signed-off-by: Gnanakeethan Balasubramaniam --- docs/implementations/ccf.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/docs/implementations/ccf.md b/docs/implementations/ccf.md index c9f900b18..920401136 100644 --- a/docs/implementations/ccf.md +++ b/docs/implementations/ccf.md @@ -14,6 +14,8 @@ Additionally, **TEADS model curve for AWS** available in the CCF dataset can be Resulting values are generally approximation and should be revalidated across different models as there can be significant difference between values. +New instances across all cloud providers might not be recognized by CCF. Earliest possible instances recognized are released before 2021 December. + ## Usage Configure method has to be called on the instantiated object before any other calls are done. From f30944b28d640bbc460b3dee9e702cd294bb1515 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Balasubramaniam Date: Mon, 28 Aug 2023 11:45:37 +0530 Subject: [PATCH 60/62] Add a readme.md to point to ccf Signed-off-by: Gnanakeethan Balasubramaniam --- docs/implementations/Readme.md | 3 +++ 1 file changed, 3 insertions(+) create mode 100644 docs/implementations/Readme.md diff --git a/docs/implementations/Readme.md b/docs/implementations/Readme.md new file mode 100644 index 000000000..fc3e9ff70 --- /dev/null +++ b/docs/implementations/Readme.md @@ -0,0 +1,3 @@ +# Implementations + +[CCF](./ccf.md) - Cloud Carbon Footprint Impact Plugin Documentation From e9f65cbe0c0389dcf17fe011204232513666a9e1 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Balasubramaniam Date: Mon, 28 Aug 2023 19:22:20 +0530 Subject: [PATCH 61/62] Implement unit standard Signed-off-by: Gnanakeethan Balasubramaniam --- src/lib/ccf/index.test.ts | 40 +++++++++++++++++++-------------------- src/lib/ccf/index.ts | 8 ++++---- src/lib/interfaces/ccf.ts | 4 ++-- 3 files changed, 26 insertions(+), 26 deletions(-) diff --git a/src/lib/ccf/index.test.ts b/src/lib/ccf/index.test.ts index 5fb46e04a..b8189acf1 100644 --- a/src/lib/ccf/index.test.ts +++ b/src/lib/ccf/index.test.ts @@ -16,8 +16,8 @@ describe('ccf:configure test', () => { ]) ).resolves.toStrictEqual([ { - e: 0.0023031270462730543, - m: 0.04216723744292237 * 1000, + energy: 0.0023031270462730543, + embodied_emissions: 0.04216723744292237 * 1000, }, ]); }); @@ -47,16 +47,16 @@ describe('ccf:configure test', () => { ]) ).resolves.toStrictEqual([ { - e: 0.0019435697915529846, - m: 91.94006849315068, + energy: 0.0019435697915529846, + embodied_emissions: 91.94006849315068, }, { - e: 0.0046062540925461085, - m: 91.94006849315068, + energy: 0.0046062540925461085, + embodied_emissions: 91.94006849315068, }, { - e: 0.007934609468787513, - m: 91.94006849315068, + energy: 0.007934609468787513, + embodied_emissions: 91.94006849315068, }, ]); }); @@ -86,16 +86,16 @@ describe('ccf:configure test', () => { ]) ).resolves.toStrictEqual([ { - e: 0.0019435697915529846, - m: 0.08179908675799086 * 1000, + energy: 0.0019435697915529846, + embodied_emissions: 0.08179908675799086 * 1000, }, { - e: 0.0046062540925461085, - m: 0.08179908675799086 * 1000, + energy: 0.0046062540925461085, + embodied_emissions: 0.08179908675799086 * 1000, }, { - e: 0.007934609468787513, - m: 0.08179908675799086 * 1000, + energy: 0.007934609468787513, + embodied_emissions: 0.08179908675799086 * 1000, }, ]); }); @@ -125,16 +125,16 @@ describe('ccf:configure test', () => { ]) ).resolves.toStrictEqual([ { - e: 0.0018785992503765141, - m: 0.10778881278538813 * 1000, + energy: 0.0018785992503765141, + embodied_emissions: 0.10778881278538813 * 1000, }, { - e: 0.004281401386663755, - m: 0.10778881278538813 * 1000, + energy: 0.004281401386663755, + embodied_emissions: 0.10778881278538813 * 1000, }, { - e: 0.0072849040570228075, - m: 0.10778881278538813 * 1000, + energy: 0.0072849040570228075, + embodied_emissions: 0.10778881278538813 * 1000, }, ]); }); diff --git a/src/lib/ccf/index.ts b/src/lib/ccf/index.ts index a9af0a9ec..528144f3a 100644 --- a/src/lib/ccf/index.ts +++ b/src/lib/ccf/index.ts @@ -135,12 +135,12 @@ export class CloudCarbonFootprint implements IImpactModelInterface { const results: ICcfResult[] = []; if (Array.isArray(observations)) { observations.forEach((observation: KeyValuePair) => { - const e = this.calculateEnergy(observation); - const m = this.embodiedEmissions(observation); + const energy = this.calculateEnergy(observation); + const embodiedEmissions = this.embodiedEmissions(observation); results.push({ - e: e, - m: m, + energy: energy, + embodied_emissions: embodiedEmissions, }); }); } diff --git a/src/lib/interfaces/ccf.ts b/src/lib/interfaces/ccf.ts index accfde2d4..c3d4c5d40 100644 --- a/src/lib/interfaces/ccf.ts +++ b/src/lib/interfaces/ccf.ts @@ -23,6 +23,6 @@ export enum Interpolation { } export interface ICcfResult { - e: number; - m: number; + energy: number; + embodied_emissions: number; } From c6f7202e3343ad7183e715bf346a38c5be8a86c6 Mon Sep 17 00:00:00 2001 From: Gnanakeethan Balasubramaniam Date: Wed, 30 Aug 2023 15:17:04 +0530 Subject: [PATCH 62/62] Fix bundled dependencies Signed-off-by: Gnanakeethan Balasubramaniam --- package.json | 1 + 1 file changed, 1 insertion(+) diff --git a/package.json b/package.json index 8edb2898f..0a826de1f 100644 --- a/package.json +++ b/package.json @@ -14,6 +14,7 @@ "@cloud-carbon-footprint/core", "@cloud-carbon-footprint/aws", "typescript-cubic-spline", + "js-yaml", "@types/node" ], "dependencies": {