{"id":28466859,"url":"https://github.com/mlrun/ltm","last_synced_at":"2025-07-21T16:32:57.338Z","repository":{"id":101475188,"uuid":"429053214","full_name":"mlrun/ltm","owner":"mlrun","description":null,"archived":false,"fork":false,"pushed_at":"2022-08-24T12:04:28.000Z","size":20,"stargazers_count":0,"open_issues_count":1,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-30T23:35:46.948Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/mlrun.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":"2021-11-17T13:18:36.000Z","updated_at":"2021-11-20T20:47:04.000Z","dependencies_parsed_at":null,"dependency_job_id":"5c512a64-5184-4602-ad3b-d07187f0f080","html_url":"https://github.com/mlrun/ltm","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":"mlrun/project-demo","purl":"pkg:github/mlrun/ltm","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlrun%2Fltm","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlrun%2Fltm/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlrun%2Fltm/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlrun%2Fltm/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mlrun","download_url":"https://codeload.github.com/mlrun/ltm/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlrun%2Fltm/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266334501,"owners_count":23912988,"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":"2025-07-21T11:47:31.412Z","response_time":64,"last_error":null,"robots_txt_status":null,"robots_txt_updated_at":null,"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":"2025-06-07T07:06:09.987Z","updated_at":"2025-07-21T16:32:57.331Z","avatar_url":"https://github.com/mlrun.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# project-demo\n\ndemo the use with project object\n\nsee documentation in: https://docs.mlrun.org/en/latest/projects/overview.html\n\n## Load \u0026 Run using MLRun SDK\n\nWhen our project is already created and stored in a git archive we can quickly load and use it with the \n`mlrun.load_project()` method. `load_project` will use a local context directory (with initialized `git`) \nor clone a remote repo into the local dir and return a project object.\n\nUsers need to provide the path to the `context` dir and the git/zip/tar archive `url`, the `name` can be specified or taken \nfrom the project object, they can also specify `secrets` (repo credentials), `init_git` flag (to initialize git in the context dir), \n`clone` flag (indicating we must clone and ignore/remove local copy), and `user_project` flag (indicate the project name is unique to the user).\n\nexample, load a project from git and run the `main` workflow:\n\n```python\nproject = mlrun.load_project(\"./\", \"git://github.com/mlrun/project-demo.git\")\nproject.run(\"main\", arguments={'data': data_url})\n```\n\n## Load \u0026 run using MLRun CLI\n\nLoading a project from `git` into `./project` :\n\n```\nmlrun project -n myproj -u \"git://github.com/mlrun/project-demo.git\" ./project\n```\n\nRunning a specific workflow (`main`) from the project stored in `.` (current dir):\n\n```\nmlrun project -r main -w ./project\n```\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmlrun%2Fltm","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmlrun%2Fltm","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmlrun%2Fltm/lists"}