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ingestr (GitHub Repo)
ingestr is an open-source CLI ELT tool that simplifies data movement between 100+ sources and destinations with simple flags and no custom code.
What: ingestr is a command-line tool designed for ELT (Extract, Load, Transform) operations, allowing users to copy data from numerous databases and SaaS applications (e.g., PostgreSQL, BigQuery, Salesforce, GitHub) to data warehouses or storage. It supports incremental loading (append, merge, delete+insert) and boasts a single-command installation, with a Functional Source License 1.1 that converts to Apache 2.0 after two years.
Why it matters: This tool addresses the common need for straightforward data ingestion without complex backend setup or custom scripting, reflecting a trend towards simplified, developer-friendly data tooling for the modern data stack.
Takeaway: If you need to quickly move data between various sources and destinations without writing custom scripts, install `ingestr` via `pip` or its install script and experiment with its CLI flags.
Decoder
- ELT (Extract, Load, Transform): A data integration process where data is first extracted from sources, loaded into a target system (like a data warehouse), and then transformed within that system.
- CLI (Command-Line Interface): A text-based user interface for interacting with computer programs.
- Functional Source License 1.1: A source-available license that allows free use for internal production, development, and testing, but prohibits offering a competing commercial service, with a conversion to Apache 2.0 after two years.
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