metaDaF

MetaDaF

metaDaF is an open-source data transformation software that allows users to easily prepare, integrate, and transform data for analytics and machine learning. It provides a user-friendly graphical interface to map, blend, and cleanse data from various sources.
Ai Tools & Services Data Preparation
data-transformation data-integration data-cleansing machine-learning
MetaDaF alternatives ➤

metaDaF: Open-Source Data Transformation Software

An open-source data transformation software for analytics and machine learning, with a user-friendly graphical interface to map, blend, and cleanse data from various sources.

What is MetaDaF?

metaDaF is an open-source data transformation and ETL (extract, transform, load) software application. It provides an intuitive graphical user interface and drag-and-drop components to easily build data integration flows and pipelines without coding.

With metaDaF, users can connect to various data sources like databases, APIs, files, etc. and transfer data into a target destination. It comes bundled with over 300 predefined data connectivity drivers and components.

Users can visually map fields, define transformations like aggregations, filtering, concatenations etc., handle errors, and blend data. Advanced components like machine learning transformers, complex event processing, and REST API connectors further extend its capabilities.

metaDaF pipelines can be parameterised, debugged, scheduled, triggered on events, and published as REST endpoints. It generates native query code for over 15 database dialects. An integrated metadata catalog provides data discovery, lineage tracking, and glossary management.

metaDaF can be deployed on-premise or on the cloud. The graphical pipelines are saved as JSON meta-models enabling version control. It comes with detailed documentation, an active community forum, and enterprise-grade support services.

MetaDaF Features

Features

  1. Graphical interface for data mapping and transformation
  2. Support for various data sources and formats
  3. Data integration and blending
  4. Data cleansing and preprocessing
  5. Workflow management
  6. Extensible through custom scripts and plugins
  7. Collaboration features like sharing workflows

Pricing

  • Open Source

Pros

Intuitive visual interface

No coding required for basic tasks

Support for automation and scaling through scripts

Active community support

Cons

Limited transformation capabilities compared to coding

Steep learning curve for advanced features

Not ideal for large or streaming data

Lacks native support for some advanced data sources

Official Links

Official Website
https://metadaf.info

The Best MetaDaF Alternatives

Top Ai Tools & Services and Data Preparation and other similar apps like MetaDaF

Here are some alternatives to MetaDaF:

Linguee icon
Linguee
Tatoeba icon
Tatoeba
Lion (LEO dictionary) icon
Lion (LEO dictionary)
Wiktionary icon
Wiktionary
Suggest an alternative ❐

Linguee icon

Linguee

Linguee is an online dictionary and translation tool launched in 2009. It allows users to search for words and phrases in multiple languages and view detailed translations and definitions.A key feature of Linguee is its extensive examples sourced from bilingual corpora of websites, magazines, newspapers, books, and other sources. When...
Linguee image
Tatoeba icon

Tatoeba

Tatoeba is a free, collaborative online database of example sentences and translations aimed at language learners. It contains over 2 million sentences and their translations in over 300 languages. The goal of Tatoeba is to provide a rich source of real-world example sentences that demonstrate how words and phrases are...
Tatoeba image
Lion (LEO dictionary) icon

Lion (LEO dictionary)

Lion (LEO dictionary) is a free online dictionary and translation tool. It was launched in 2001 and is developed by the LEO GmbH based in Munich, Germany.Lion provides definitions and translations for 7 major languages - English, German, French, Spanish, Italian, Chinese, and Russian. It has a database of over...
Lion (LEO dictionary) image
Wiktionary icon

Wiktionary

Wiktionary is an open-content, web-based, collaborative dictionary project operated by the Wikimedia Foundation. Launched in 2002, it aims to describe all words of all languages using definitions, etymologies, pronunciations, synonyms, and translational equivalents.Wiktionary relies on the contributions of volunteers to build its dictionary content. Anyone can sign up for an...
Wiktionary image