{"id":27968596,"url":"https://github.com/ging/fiware-mlops-supermarket","last_synced_at":"2025-09-14T05:39:17.864Z","repository":{"id":174538930,"uuid":"652015108","full_name":"ging/fiware-mlops-supermarket","owner":"ging","description":null,"archived":false,"fork":false,"pushed_at":"2024-05-04T17:03:34.000Z","size":115521,"stargazers_count":5,"open_issues_count":0,"forks_count":0,"subscribers_count":9,"default_branch":"main","last_synced_at":"2025-05-07T21:05:15.891Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ging.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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,"zenodo":null}},"created_at":"2023-06-10T20:09:25.000Z","updated_at":"2024-10-06T19:03:38.000Z","dependencies_parsed_at":"2023-07-05T04:04:33.589Z","dependency_job_id":"8b4e5f0b-22d6-4375-866e-591b28983f24","html_url":"https://github.com/ging/fiware-mlops-supermarket","commit_stats":null,"previous_names":["ging/fiware-mlops-supermarket"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ging/fiware-mlops-supermarket","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ging%2Ffiware-mlops-supermarket","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ging%2Ffiware-mlops-supermarket/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ging%2Ffiware-mlops-supermarket/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ging%2Ffiware-mlops-supermarket/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ging","download_url":"https://codeload.github.com/ging/fiware-mlops-supermarket/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ging%2Ffiware-mlops-supermarket/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":275064517,"owners_count":25399230,"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":"2025-09-14T02:00:10.474Z","response_time":75,"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":"2025-05-07T21:05:12.623Z","updated_at":"2025-09-14T05:39:17.842Z","avatar_url":"https://github.com/ging.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# FIWARE Machine Learning and MLOps - Supermarket example\nCreate Docker Network\n```\ndocker network create fiware\n```\n\nFirst time:\n```\ndocker compose -f docker-compose.maven.yml up -d\n```\n\nStart base infraestructure\n```\ndocker compose up -d\n```\n\n```\ncd airflow\ndocker compose up -d\n```\n\n## With Airflow as orchestrator\n\n- Access http://localhost:5000 to access MLFlow client\n\n- Access http://localhost:3000 to watch the web\n\n- Access http://localhost:8081 to access the Spark Cluster UI client\n\n- Access http://localhost:8080 to access the Airflow Web UI (user: airflow, password: airflow)\n\n\nRun airflow flows from the web (first training then predicting)\n\n\n## Without Airflow as orchestrator\n\n\nStart training job\n```\ndocker compose -f docker-compose.submit_train.yml up -d\n```\n\nStart prediction job\n```\ndocker compose -f docker-compose.submit_predict.yml up -d\n```\n\nTrain again\nStart training job\n```\ndocker compose -f docker-compose.submit_train.yml up -d\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fging%2Ffiware-mlops-supermarket","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fging%2Ffiware-mlops-supermarket","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fging%2Ffiware-mlops-supermarket/lists"}