{"id":25594007,"url":"https://github.com/lnyemba/data-transport","last_synced_at":"2025-04-12T23:55:41.189Z","repository":{"id":40590871,"uuid":"386728794","full_name":"lnyemba/data-transport","owner":"lnyemba","description":"read/write data anywhere, Lightweight ETL tool","archived":false,"fork":false,"pushed_at":"2025-04-11T02:02:31.000Z","size":258,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-12T23:55:36.715Z","etag":null,"topics":["apache-zeppelin","database","etl","etl-pipeline","ferretdb","jupyter-notebook","lightweight-framework","mongodb","mysql","nosql","pandas","postgresql","python","sql"],"latest_commit_sha":null,"homepage":"https://healthcareio.the-phi.com/data-transport","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/lnyemba.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":"2021-07-16T18:23:58.000Z","updated_at":"2025-04-11T02:02:36.000Z","dependencies_parsed_at":"2023-02-10T20:01:13.767Z","dependency_job_id":"aaa8ba80-e6cb-4ca8-b6f8-6dccc7d7dc24","html_url":"https://github.com/lnyemba/data-transport","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/lnyemba%2Fdata-transport","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lnyemba%2Fdata-transport/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lnyemba%2Fdata-transport/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lnyemba%2Fdata-transport/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lnyemba","download_url":"https://codeload.github.com/lnyemba/data-transport/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248647232,"owners_count":21139083,"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":["apache-zeppelin","database","etl","etl-pipeline","ferretdb","jupyter-notebook","lightweight-framework","mongodb","mysql","nosql","pandas","postgresql","python","sql"],"created_at":"2025-02-21T10:31:18.660Z","updated_at":"2025-04-12T23:55:41.159Z","avatar_url":"https://github.com/lnyemba.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Introduction\n\nThis project implements an abstraction of objects that can have access to a variety of data stores, implementing read/write with a simple and expressive interface. This abstraction works with **NoSQL**, **SQL** and **Cloud** data stores and leverages **pandas**.\n\n# Why Use Data-Transport ?\n\nMostly data scientists that don't really care about the underlying database and would like a simple and consistent way to read/write and move data are well served. Additionally we implemented lightweight Extract Transform Loading API and command line (CLI) tool. Finally it is possible to add pre/post processing pipeline functions to read/write\n\n1. Familiarity with **pandas data-frames**\n2. Connectivity **drivers** are included\n3. Reading/Writing data from various sources\n4. Useful for data migrations or **ETL**\n\n\n## Installation\n\nWithin the virtual environment perform the following :\n\n    pip install git+https://github.com/lnyemba/data-transport.git\n\n## Features\n\n    - read/write from over a dozen databases\n    - run ETL jobs seamlessly\n    - scales and integrates into shared environments like apache zeppelin; jupyterhub; SageMaker; ...\n\n## What's new\n\nUnlike older versions 2.0 and under, we focus on collaborative environments like jupyter-x servers; apache zeppelin:\n\n    1. Simpler syntax to create reader or writer\n    2. auth-file registry that can be referenced using a label\n    3. duckdb support\n\n\n## Learn More\n\nWe have available notebooks with sample code to read/write against mongodb, couchdb, Netezza, PostgreSQL, Google Bigquery, Databricks, Microsoft SQL Server, MySQL ... Visit [data-transport homepage](https://healthcareio.the-phi.com/data-transport)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flnyemba%2Fdata-transport","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flnyemba%2Fdata-transport","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flnyemba%2Fdata-transport/lists"}