{"id":23643722,"url":"https://github.com/waridrox/etl-databricks","last_synced_at":"2025-08-11T17:13:04.185Z","repository":{"id":269652967,"uuid":"908111697","full_name":"waridrox/etl-databricks","owner":"waridrox","description":"ETL pipeline using low level factory design to draw insights on apple products.","archived":false,"fork":false,"pushed_at":"2024-12-25T07:14:24.000Z","size":2144,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-19T15:12:01.350Z","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":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/waridrox.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":"2024-12-25T06:53:17.000Z","updated_at":"2024-12-25T12:18:56.000Z","dependencies_parsed_at":null,"dependency_job_id":"8c8fb807-0a12-4128-b272-15101d318dec","html_url":"https://github.com/waridrox/etl-databricks","commit_stats":null,"previous_names":["waridrox/etl-databricks"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/waridrox/etl-databricks","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/waridrox%2Fetl-databricks","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/waridrox%2Fetl-databricks/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/waridrox%2Fetl-databricks/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/waridrox%2Fetl-databricks/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/waridrox","download_url":"https://codeload.github.com/waridrox/etl-databricks/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/waridrox%2Fetl-databricks/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262678875,"owners_count":23347439,"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":"2024-12-28T11:35:27.639Z","updated_at":"2025-06-29T22:34:43.468Z","avatar_url":"https://github.com/waridrox.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Scalable ETL Pipelines for Apple Products Analysis with PySpark\n\n- Created ETL pipelines for different use cases to analyze Apple products information using PySpark with sources such as **CSV**, **Parquet**, and **Delta Tables**.\n- Implemented the **Factory Pattern** for designing reader classes to handle multiple data sources effectively.\n- Applied PySpark's **DataFrame API** and **Spark SQL** for business transformation logic.\n- Demonstrated data loading strategies for both **DataLake** and **Data LakeHouse** architectures.\n- Explored and implemented PySpark concepts like:\n  - **Broadcast joins**\n  - **Partitioning and bucketing**\n  - **Window functions** like `LAG` and `LEAD`\n  - **Delta Table operations**\n\n\n![ETL architecture](./architecture.png)\n\n## Technologies Used\n\n- **Apache Spark** (PySpark)\n- **Databricks** for pipeline creation and storage (Community version)\n- **Data sources**: CSV, Parquet, Delta Table\n- **Storage**: DataLake and Data LakeHouse (Databricks)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwaridrox%2Fetl-databricks","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwaridrox%2Fetl-databricks","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwaridrox%2Fetl-databricks/lists"}