{"id":23679842,"url":"https://github.com/lithops-cloud/applications","last_synced_at":"2025-10-18T17:18:20.993Z","repository":{"id":37681285,"uuid":"211058335","full_name":"lithops-cloud/applications","owner":"lithops-cloud","description":"Lithops application examples","archived":false,"fork":false,"pushed_at":"2024-12-19T22:17:04.000Z","size":63780,"stargazers_count":11,"open_issues_count":2,"forks_count":15,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-04-03T13:21:22.504Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/lithops-cloud.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2019-09-26T10:03:29.000Z","updated_at":"2025-01-09T13:36:12.000Z","dependencies_parsed_at":"2024-05-21T18:04:19.025Z","dependency_job_id":"6f7e7718-29c1-4dbb-9879-9c9cdaaa8814","html_url":"https://github.com/lithops-cloud/applications","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/lithops-cloud/applications","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lithops-cloud%2Fapplications","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lithops-cloud%2Fapplications/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lithops-cloud%2Fapplications/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lithops-cloud%2Fapplications/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lithops-cloud","download_url":"https://codeload.github.com/lithops-cloud/applications/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lithops-cloud%2Fapplications/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273263138,"owners_count":25074681,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-02T02:00:09.530Z","response_time":77,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-12-29T17:55:54.282Z","updated_at":"2025-10-18T17:18:20.915Z","avatar_url":"https://github.com/lithops-cloud.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Lithops end-to-end Applications\n\nThis repository contains examples of Lithops applications in different ambits.\n\n1. [Flops and object storage benchmarks](benchmarks)\n\n2. [Monte Carlo applications](montecarlo)\n\n3. [Hyperparameter tuning grid search](sklearn)\n\n4. [Moments in time](momentsintime)\n\n5. [Mandelbrot set computation](mandelbrot)\n\n6. [GROMACS computations](gromacs)\n\n7. [Airbnb comments sentiment analysis](airbnb)\n\n8. [Serverless benchmarks](serverlessbenchmarks)\n\nWe have gathered a comprehensive collection of serverless pipelines implemented in Lithops (or related serverless projects, as [Crucial](https://dl.acm.org/doi/abs/10.1145/3361525.3361535)) and characterized them. You can find the complete listing and their code references [here](PIPELINES.md).\n\n# Running in AWS\n\nAWS is the simplest cloud provider to test the applications on. We provide a set of publicly available datasets that can be easily imported to users' custom buckets. You simply need the AWS CLI [installed](https://docs.aws.amazon.com/cli/latest/userguide/getting-started-install.html) and [configured](https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-files.html).\n\nOnce AWS CLI is correctly set up, execute [import_datasets_aws.sh](./import_datasets_aws.sh) to import test inputs to your AWS S3 bucket or local directory. It uses \"Requester pays\" billing, so the client is billed for the data downloaded.\n\n```bash\nchmod +x import_datasets_aws.sh\n./import_datasets_aws.sh MY_BUCKET\n# Examples:\n# ./import_datasets_aws.sh s3://bucket-name -\u003e import to a AWS S3 bucket.\n# ./import_datasets_aws.sh /home/user/lithops-data -\u003e import to a local directory.\n```\n\nYou need to configure Lithops with your own AWS account keys. Follow the configuration guide for [aws_lambda](https://lithops-cloud.github.io/docs/source/compute_config/aws_lambda.html) and [aws_s3](https://lithops-cloud.github.io/docs/source/storage_config/aws_s3.html).\n\n\n# Demo run\n\nWe provide a public AMI to run out-of-the-box Lithops data analytics pipelines in AWS. Please refer to [demo](demo). \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flithops-cloud%2Fapplications","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flithops-cloud%2Fapplications","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flithops-cloud%2Fapplications/lists"}