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Notebook","category":"Consumption","sub_category":"Computation and Communication","monthly_downloads":0,"total_dependent_repos":0,"total_dependent_packages":0,"readme":"# Cloud Assess\n\n![Repository Status](https://www.repostatus.org/badges/latest/active.svg)\n![Tests](https://github.com/kleis-technology/cloud-assess/actions/workflows/test.yaml/badge.svg)\n\nThis is the official repository of [Cloud Assess](https://cloudassess.org).\n\n## What is Cloud Assess?\n\nCloud Assess is an open-source tool to automate the assessment of\nthe environmental impacts of cloud services.\n\n![Cloud Assess](./assets/cloudassess.svg)\n\n## Table of Contents\n\n1. [Getting Started](#getting-started)\n2. [First Assessment](#first-assessment)\n3. [How does it work?](#how-does-it-work)\n    * [Trusted Library](#trusted-library)\n    * [Adapt the models to your taste](#adapt-the-models-to-your-taste)\n4. [License](#license)\n5. [About us](#about-us)\n\n## Getting Started\n\nFirst, you need to clone this repository:\n\n```bash\ngit checkout git@github.com:kleis-technology/cloud-assess.git\ncd cloud-assess\n```\n\nAll the commands in the sections below are to be run from the root of this repository.\nWe assume that you will run these commands in bash.\nIf you are using another shell, please adapt the commands accordingly.\n\n### Docker-compose\n\nYou can run the server using `docker-compose`.\n\n```bash\ndocker compose up -d\n```\n\nThe API specification is available in the folder `openapi`.\nFor a more interactive visualisation of the API, the `docker-compose`\nalso spins up a swagger ui instance.\nVisit this [http://localhost](http://localhost) to explore the endpoints, DTOs and run example queries.\n\n### Local build and run\n\n#### Requirements\n\nTo build the server, you will need\n\n* Java 17 (temurin) environment\n* A [GitHub personal access token (classic)](https://docs.github.com/en/authentication/keeping-your-account-and-data-secure/managing-your-personal-access-tokens#creating-a-personal-access-token-classic) with the permission `read:packages` to download packages from GitHub Package Registry.\n\nThen, set up the following environment variables.\n\n```bash\nexport GITHUB_ACTOR=\u003cyour GitHub username\u003e\nexport GITHUB_TOKEN=\u003cthe token you just created\u003e\n```\n\n#### Procedure\n\nFrom the root of the git repository, run\n\n```bash\n./gradlew build\n```\n\nTo run the server locally\n\n```bash\n./gradlew bootRun\n```\n\nThe server should start listening for requests on `localhost:8080`.\n\nNote that, if you are on Windows, use the command `./gradlew.bat` instead of `./gradlew`.\n\n## First Assessment\n\nEach functional unit is associated with a specific API endpoint.\nFor instance, say we want to assess the environmental impact of using a virtual machine.\nThe request takes the following form:\n\n```json\n{\n   \"period\": {\n      \"amount\": 1.0,\n      \"unit\": \"hour\"\n   },\n   \"total_vcpu\": {\n      \"amount\": 100.0,\n      \"unit\": \"vCPU\"\n   },\n   \"total_ram\": {\n      \"amount\": 100.0,\n      \"unit\": \"GB\"\n   },\n   \"total_storage\": {\n      \"amount\": 100.0,\n      \"unit\": \"TB\"\n   },\n   \"virtual_machines\": [\n      {\n         \"id\": \"vm-01\",\n         \"pool_id\": \"client_vm\",\n         \"quantity\": {\n            \"amount\": 1.0,\n            \"unit\": \"u\"\n         },\n         \"ram\": {\n            \"amount\": 4.0,\n            \"unit\": \"GB\"\n         },\n         \"storage\": {\n            \"amount\": 20.0,\n            \"unit\": \"GB\"\n         },\n         \"vcpu\": {\n            \"amount\": 1.0,\n            \"unit\": \"vCPU\"\n         },\n         \"meta\": {\n            \"region\": \"sofia\",\n            \"env\": \"production\"\n         }\n      }\n   ]\n}\n```\n\nIn this request, we specify the usage of our virtual machine in terms\nof the quantity of resources used (ram, storage and vCPU).\n\nRunning this request yields an impact assessment with the common LCA indicators.\nOf course, in this example, we ran the assessment for a single virtual machine,\nbut nothing stops you from assessing as many virtual machines as you want.\n\u003cdetails\u003e\n\u003csummary\u003e\n    Expand to see what the result looks like.\n\u003c/summary\u003e\n\n```json\n{\n   \"virtual_machines\": [\n      {\n         \"period\": {\n            \"amount\": 1.0,\n            \"unit\": \"hour\"\n         },\n         \"request\": {\n            \"id\": \"vm-01\",\n            \"pool_id\": \"client_vm\",\n            \"quantity\": {\n               \"amount\": 1.0,\n               \"unit\": \"u\"\n            },\n            \"ram\": {\n               \"amount\": 4.0,\n               \"unit\": \"GB\"\n            },\n            \"storage\": {\n               \"amount\": 20.0,\n               \"unit\": \"GB\"\n            },\n            \"vcpu\": {\n               \"amount\": 1.0,\n               \"unit\": \"vCPU\"\n            },\n            \"meta\": {\n               \"region\": \"sofia\",\n               \"env\": \"production\"\n            }\n         },\n         \"impacts\": {\n            \"ADPe\": {\n               \"total\": {\n                  \"amount\": 1.1854678736318172E-5,\n                  \"unit\": \"kg Sb-Eq\"\n               },\n               \"per_lc_step\": {\n                  \"manufacturing\": {\n                     \"amount\": 2.225849560067201E-6,\n                     \"unit\": \"kg Sb-Eq\"\n                  },\n                  \"transport\": {\n                     \"amount\": 1.526861504175665E-6,\n                     \"unit\": \"kg Sb-Eq\"\n                  },\n                  \"use\": {\n                     \"amount\": 6.570462152963352E-6,\n                     \"unit\": \"kg Sb-Eq\"\n                  },\n                  \"end_of_life\": {\n                     \"amount\": 1.5315055191119535E-6,\n                     \"unit\": \"kg Sb-Eq\"\n                  }\n               }\n            },\n            \"ADPf\": {\n               \"total\": {\n                  \"amount\": 62.33162368565782,\n                  \"unit\": \"MJ, net calorific value\"\n               },\n               \"per_lc_step\": {\n                  \"manufacturing\": {\n                     \"amount\": 16.68493611195954,\n                     \"unit\": \"MJ, net calorific value\"\n                  },\n                  \"transport\": {\n                     \"amount\": 16.575951835849164,\n                     \"unit\": \"MJ, net calorific value\"\n                  },\n                  \"use\": {\n                     \"amount\": 12.48864307614414,\n                     \"unit\": \"MJ, net calorific value\"\n                  },\n                  \"end_of_life\": {\n                     \"amount\": 16.582092661704973,\n                     \"unit\": \"MJ, net calorific value\"\n                  }\n               }\n            },\n            \"AP\": {\n               \"total\": {\n                  \"amount\": 0.027696043162935963,\n                  \"unit\": \"mol H+-Eq\"\n               },\n               \"per_lc_step\": {\n                  \"manufacturing\": {\n                     \"amount\": 0.007594263925867406,\n                     \"unit\": \"mol H+-Eq\"\n                  },\n                  \"transport\": {\n                     \"amount\": 0.007499887185410032,\n                     \"unit\": \"mol H+-Eq\"\n                  },\n                  \"use\": {\n                     \"amount\": 0.005096811622739166,\n                     \"unit\": \"mol H+-Eq\"\n                  },\n                  \"end_of_life\": {\n                     \"amount\": 0.007505080428919357,\n                     \"unit\": \"mol H+-Eq\"\n                  }\n               }\n            },\n            \"GWP\": {\n               \"total\": 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  },\n            \"CTUh_nc\": {\n               \"total\": {\n                  \"amount\": 3.503286449092768E-8,\n                  \"unit\": \"CTUh\"\n               },\n               \"per_lc_step\": {\n                  \"manufacturing\": {\n                     \"amount\": 8.23316171853553E-9,\n                     \"unit\": \"CTUh\"\n                  },\n                  \"transport\": {\n                     \"amount\": 7.746208995686664E-9,\n                     \"unit\": \"CTUh\"\n                  },\n                  \"use\": {\n                     \"amount\": 1.1281201653961916E-8,\n                     \"unit\": \"CTUh\"\n                  },\n                  \"end_of_life\": {\n                     \"amount\": 7.772292122743571E-9,\n                     \"unit\": \"CTUh\"\n                  }\n               }\n            },\n            \"Epf\": {\n               \"total\": {\n                  \"amount\": 3.763748948066863E-4,\n                  \"unit\": \"kg P-Eq\"\n               },\n               \"per_lc_step\": {\n                  \"manufacturing\": {\n                     \"amount\": 6.67944179626921E-6,\n                     \"unit\": \"kg P-Eq\"\n                  },\n                  \"transport\": {\n                     \"amount\": 3.4798870544897944E-6,\n                     \"unit\": \"kg P-Eq\"\n                  },\n                  \"use\": {\n                     \"amount\": 3.624785519394673E-4,\n                     \"unit\": \"kg P-Eq\"\n                  },\n                  \"end_of_life\": {\n                     \"amount\": 3.737014016459945E-6,\n                     \"unit\": \"kg P-Eq\"\n                  }\n               }\n            },\n            \"Epm\": {\n               \"total\": {\n                  \"amount\": 0.004107094825533502,\n                  \"unit\": \"kg N-Eq\"\n               },\n               \"per_lc_step\": {\n                  \"manufacturing\": {\n                     \"amount\": 9.038519487735136E-4,\n                     \"unit\": \"kg N-Eq\"\n                  },\n                  \"transport\": {\n                     \"amount\": 8.924280436794234E-4,\n                     \"unit\": \"kg N-Eq\"\n                  },\n                  \"use\": {\n                     \"amount\": 0.0014164017889792132,\n                     \"unit\": \"kg N-Eq\"\n                  },\n                  \"end_of_life\": {\n                     \"amount\": 8.944130441013518E-4,\n                     \"unit\": \"kg N-Eq\"\n                  }\n               }\n            },\n            \"Ept\": {\n               \"total\": {\n                  \"amount\": 0.04057960045019888,\n                  \"unit\": \"mol N-Eq\"\n               },\n               \"per_lc_step\": {\n                  \"manufacturing\": {\n                     \"amount\": 0.00950936272870918,\n                     \"unit\": \"mol N-Eq\"\n                  },\n                  \"transport\": {\n                     \"amount\": 0.009385327891433154,\n                     \"unit\": \"mol N-Eq\"\n                  },\n                  \"use\": {\n                     \"amount\": 0.01229587775308712,\n                     \"unit\": \"mol N-Eq\"\n                  },\n                  \"end_of_life\": {\n                     \"amount\": 0.009389032076969424,\n                     \"unit\": \"mol N-Eq\"\n                  }\n               }\n            },\n            \"IR\": {\n               \"total\": {\n                  \"amount\": 0.19346701518814927,\n                  \"unit\": \"kBq U235-Eq\"\n               },\n               \"per_lc_step\": {\n                  \"manufacturing\": {\n                     \"amount\": 0.018582459009159547,\n                     \"unit\": \"kBq U235-Eq\"\n                  },\n                  \"transport\": {\n                     \"amount\": 4.811815316290109E-7,\n                     \"unit\": \"kBq U235-Eq\"\n                  },\n                  \"use\": {\n                     \"amount\": 0.17482771230063854,\n                     \"unit\": \"kBq U235-Eq\"\n                  },\n                  \"end_of_life\": {\n                     \"amount\": 5.6362696819523E-5,\n                     \"unit\": \"kBq U235-Eq\"\n                  }\n               }\n            }\n         }\n      }\n   ]\n}\n```\n\n\u003c/details\u003e\n\n## How does it work?\n\n### Trusted Library\n\nThe ambition of Cloud Assess is to offer a library of *transparent*,\n*PCR-compliant* and *executable* LCA models in the sector of digital services.\nMore precisely, this work builds on the\nnew PCR (to be published soon) for data center and cloud services.\nThe PCR defines 7 functional units, covering the hosting infrastructure (physical datacenter) up to\nmore abstract ones, e.g., virtual machines. \nCloud Assess aims at covering all functional units, but also FU that are not explicitly covered by the PCR\n\n| PCR No. | Functional Unit    | Model | API endpoint |\n|---------|--------------------|-------|--------------|\n| 1       | Datacenter         | n/a   | n/a          |\n| 2       | Physical server    | ✅     | planned      |\n| 3       | Storage            | ✅     | planned      |\n| 4       | Network equipment  | ✅     | planned      |\n| 5       | Computing resource | ✅     | ✅            |\n| 6       | Virtual machine    | ✅     | ✅            |\n| 7       | Block storage      | ✅     | ✅            |\n\nThese models are specified under the folder `trusted_library`.\n\n### Adapt the models to your taste\n\n#### Structure\n\nThe models are written in the [LCA as CODE](https://lca-as-code.com) language.\nThis is a domain-specific language designed for the need of lifecycle analysis.\nThe models under the folder `trusted_library/lib` are directly loaded in the server\nto perform the assessments.\nA [tutorial](https://lca-as-code.com/book) is available if you want to learn\nmore about the language itself.\nThe source repository is available [here](https://github.com/kleis-technology/lcaac).\n\nThe folder `trusted_library` is organized as follows.\n* `lib` : this folder contains the models written in [LCA as CODE](https://lca-as-code.com).\n* `inventory` : this folder contains inventory data (csv files)\n\nHere is an illustration of this layering structure.\n\n\u003cimg alt=\"sankey\" src=\"assets/sankey.png\" width=800/\u003e\n\n#### Configuring and deploying Cloud Assess\n\nCheck out the [wiki](https://github.com/kleis-technology/cloud-assess/wiki/Deploying-Cloud-Assess)\nfor a tutorial on how to configure and deploy Cloud Assess in a Kubernetes environment.\n\n## License\n\nThe contents of this repository are licensed as follows:\n- `trusted_library` folder: Licensed under the [Apache 2 license](LICENSE.Apache-2.0.txt)\n- All other content: Dual-licensed under the GNU AGPL v3 or a commercial license (see [LICENSE](LICENSE.Dual.txt))\n\nFor commercial licensing inquiries, please contact us at `contact@kleis.ch`.\n\n## About us\n\n[Cloud Assess](https://cloudassess.org) is a joint-venture of [Resilio](https://resilio-solutions.com)\nand [Kleis Technology](https://kleis.ch).\n\nIf you have any questions related to Cloud Assess, be it about the LCA methodology or ways to automate the assessments,\nfeel free to reach out to us at `contact@resilio.tech`.\n\n\u003cspan\u003e\n\u003cimg alt=\"Resilio\" src=\"assets/resilio.svg\" style=\"background: white; padding: 2px\"/\u003e \u0026 \u003cimg alt=\"Kleis\" src=\"assets/kleis.svg\" style=\"background: white; padding: 2px\"/\u003e\n\u003c/span\u003e\n\n\n","funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://ost.ecosyste.ms/api/v1/projects/348852","html_url":"https://ost.ecosyste.ms/projects/348852"}