{"id":18365704,"url":"https://github.com/denniszielke/serverless-container-ml","last_synced_at":"2025-04-10T13:28:37.542Z","repository":{"id":87416795,"uuid":"460031311","full_name":"denniszielke/serverless-container-ml","owner":"denniszielke","description":"Serverless machine learning using queues, dapr and container apps","archived":false,"fork":false,"pushed_at":"2023-03-17T20:47:00.000Z","size":94,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":4,"default_branch":"main","last_synced_at":"2025-02-15T20:17:17.166Z","etag":null,"topics":["azure","containerapps","dapr","python"],"latest_commit_sha":null,"homepage":"","language":"Bicep","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/denniszielke.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":"2022-02-16T14:09:46.000Z","updated_at":"2023-12-01T11:31:10.000Z","dependencies_parsed_at":"2023-06-09T01:00:40.917Z","dependency_job_id":null,"html_url":"https://github.com/denniszielke/serverless-container-ml","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/denniszielke%2Fserverless-container-ml","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/denniszielke%2Fserverless-container-ml/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/denniszielke%2Fserverless-container-ml/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/denniszielke%2Fserverless-container-ml/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/denniszielke","download_url":"https://codeload.github.com/denniszielke/serverless-container-ml/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248225673,"owners_count":21068078,"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","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":["azure","containerapps","dapr","python"],"created_at":"2024-11-05T23:14:21.354Z","updated_at":"2025-04-10T13:28:37.521Z","avatar_url":"https://github.com/denniszielke.png","language":"Bicep","funding_links":[],"categories":[],"sub_categories":[],"readme":"# serverless-container-ml\n\nThis sample is taken from https://techcommunity.microsoft.com/t5/apps-on-azure-blog/azure-container-apps-dapr-binding-example/ba-p/3045890\n\n![](/python.png)\n\n\n## Deploy Azure resources\n\n```\nPROJECT_NAME=\"dzopt5\"\nLOCATION=\"westeurope\"\n\nbash ./deploy-infra.sh $PROJECT_NAME $LOCATION\n\n```\n\n## Deploy Apps into Container Apps\n\n```\nPROJECT_NAME=\"dzopt5\"\nGITHUB_REPO_OWNER=\"denniszielke\"\nIMAGE_TAG=\"latest\"\n\nbash ./deploy-apps.sh $PROJECT_NAME $GITHUB_REPO_OWNER $IMAGE_TAG\n\n```\n\n## Create test data\n\n```\nexport AZURE_STORAGE_CONNECTION_STRING=\"\"\n\nMESSAGE=$(echo -n \"hello from azure cli\" | base64)\n\naz storage message put --content $MESSAGE -q requests\n\nfor i in {1..300}; do for i in {1..300}; az storage message put --content $MESSAGE -q requests; done\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdenniszielke%2Fserverless-container-ml","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdenniszielke%2Fserverless-container-ml","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdenniszielke%2Fserverless-container-ml/lists"}