{"id":23438551,"url":"https://github.com/simple-dev-tools/spark-scaffold","last_synced_at":"2025-04-09T19:32:24.512Z","repository":{"id":114818751,"uuid":"258715722","full_name":"simple-dev-tools/spark-scaffold","owner":"simple-dev-tools","description":"A framework to develop production grade Spark jobs","archived":false,"fork":false,"pushed_at":"2020-05-23T09:38:11.000Z","size":43,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-15T11:48:44.685Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Scala","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/simple-dev-tools.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}},"created_at":"2020-04-25T07:44:37.000Z","updated_at":"2024-08-23T03:36:33.000Z","dependencies_parsed_at":null,"dependency_job_id":"79e10226-3cde-451a-b5e8-fd1b8283570f","html_url":"https://github.com/simple-dev-tools/spark-scaffold","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/simple-dev-tools%2Fspark-scaffold","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/simple-dev-tools%2Fspark-scaffold/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/simple-dev-tools%2Fspark-scaffold/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/simple-dev-tools%2Fspark-scaffold/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/simple-dev-tools","download_url":"https://codeload.github.com/simple-dev-tools/spark-scaffold/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248097964,"owners_count":21047345,"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":[],"created_at":"2024-12-23T14:50:01.396Z","updated_at":"2025-04-09T19:32:24.500Z","avatar_url":"https://github.com/simple-dev-tools.png","language":"Scala","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Spark Scaffold\n\n![Spark Scaffold CI](https://github.com/zhongdai/spark-scaffold/workflows/Spark%20Scaffold%20CI/badge.svg?branch=master)\n\nA framework to develop production grade Spark jobs.\n\n## The Idea\n\nThe key concept of this framework is the `Run Context`, which made of three major components,\n\n1. The Spark session - which you have to use it for Transformation and Action\n2. The Parameters (parsed arguments from command input) - which from the `spark-submit` command\n3. The config - which should have different config for different environments.\n\nThis framework helps you to manage those three components and enable you focus on the actual business logic - DataFrame\ntransformation. \n\n## Quick Start\n\nTo build and run test cases, just simply run,\n\n```bash\nsbt test\n```\n\nTo package the Jar run,\n```bash\nmake build-spark-jar\n```\n\n\u003e The `sbt-assembly` plugin to build a fat Jar with dependencies\n\nTo run the example Spark jobs as local mode, just run,\n```bash\nmake submit-job\n```\n\n## Use it in your project\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsimple-dev-tools%2Fspark-scaffold","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsimple-dev-tools%2Fspark-scaffold","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsimple-dev-tools%2Fspark-scaffold/lists"}