{"id":19307412,"url":"https://github.com/artefactory/mlflow-serving-example","last_synced_at":"2025-10-09T18:35:02.739Z","repository":{"id":41527028,"uuid":"414916531","full_name":"artefactory/mlflow-serving-example","owner":"artefactory","description":"Code examples to demonstrate the use of mlflow tracking and serving instances","archived":false,"fork":false,"pushed_at":"2023-07-25T16:22:43.000Z","size":99,"stargazers_count":13,"open_issues_count":5,"forks_count":9,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-22T12:37:13.882Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/artefactory.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,"zenodo":null}},"created_at":"2021-10-08T09:02:03.000Z","updated_at":"2024-10-16T11:03:57.000Z","dependencies_parsed_at":"2024-11-10T00:10:59.618Z","dependency_job_id":"f8db1362-7886-491b-b1bd-8673a34da59b","html_url":"https://github.com/artefactory/mlflow-serving-example","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/artefactory/mlflow-serving-example","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/artefactory%2Fmlflow-serving-example","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/artefactory%2Fmlflow-serving-example/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/artefactory%2Fmlflow-serving-example/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/artefactory%2Fmlflow-serving-example/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/artefactory","download_url":"https://codeload.github.com/artefactory/mlflow-serving-example/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/artefactory%2Fmlflow-serving-example/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279001914,"owners_count":26083226,"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":"2025-10-09T02:00:07.460Z","response_time":59,"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":"2024-11-10T00:10:50.833Z","updated_at":"2025-10-09T18:35:02.720Z","avatar_url":"https://github.com/artefactory.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"### Mlflow serving example\n\nThis repository contains code used in [this series of articles](https://medium.com/artefact-engineering-and-data-science/serving-ml-models-at-scale-using-mlflow-on-kubernetes-bf27258775e7)\n in which we go through the deployment of a machine learning model on mlflow.\n\n\nThe code is organized in the following way:\n```\n├── deployments     \u003c- Kubernets config yaml files for mlflow and locust \n├── locust-tasks    \u003c- Functions executed as part of the load test tasks\n├── notebooks       \u003c- Example code snippets to interact with mlflow\n├── scripts         \u003c- Scripts executed by the deployed docker containers \n├── dockerfile_*    \u003c- docker files to deploy mlflow and locust on Kubernetes \n```\n### How to contribute ?\nAll contributions, ideas and bug reports are welcome! We encourage you to open an issue for any change you would like to make on this project.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fartefactory%2Fmlflow-serving-example","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fartefactory%2Fmlflow-serving-example","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fartefactory%2Fmlflow-serving-example/lists"}