Meltano

Meltano is an open-source platform for building, running, and orchestrating ELT (Extract, Load, Transform) data pipelines. It provides a declarative, YAML-driven configuration system that defines entire pipeline workflows, including data connectors, schedules, and transformations, without requiring imperative code. The platform is built on the Singer specification for data connectors and integrates with dbt for SQL-based transformations and Apache Airflow for scheduling and orchestration.

What distinguishes Meltano is its comprehensive approach to pipeline management, combining a curated catalog of over 600 pre-built connectors with the ability to build custom ones using a dedicated plugin SDK. The platform supports multiple deployment models, including self-hosted infrastructure, Docker containers, and a managed cloud service that offloads execution and monitoring. It also features workspace isolation for separating projects and teams, vault-based secret injection for secure credential management, and integration with external monitoring tools for operational visibility.

The platform covers the full lifecycle of data integration, from discovering and installing connectors to configuring replication methods and selecting specific tables and columns for extraction. It supports running end-to-end pipelines that combine extraction, loading, and transformation in a single workflow, with the ability to schedule recurring runs and automate complex dependencies. For organizations needing custom data sources or destinations, Meltano provides a software development kit for building and registering new connectors that become immediately usable within the platform.

Documentation and installation options include self-hosted deployment guides, Docker Compose configurations, and GitLab CI/CD templates for automated image building.

Features

Business Intelligence - Data lifecycle management for loading, transforming, and analyzing business data.
Data Integration - Declarative, code-first engine for managing data integration pipelines.
Data Pipelines and Orchestration - Platform for managing the end-to-end data lifecycle.

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Name: meltano/meltano
Author: meltano

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Meltano

Documentation and installation options include self-hosted deployment guides, Docker Compose configurations, and GitLab CI/CD templates for automated image building.

Features

Business Intelligence - Data lifecycle management for loading, transforming, and analyzing business data.
Data Integration - Declarative, code-first engine for managing data integration pipelines.
Data Pipelines and Orchestration - Platform for managing the end-to-end data lifecycle.

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查看 Meltano 的所有 30 个替代方案

常见问题解答

meltano/meltano 是做什么的？

meltano/meltano 的主要功能有哪些？

meltano/meltano 的主要功能包括：Business Intelligence, Data Integration, Data Pipelines and Orchestration。

meltano/meltano 有哪些开源替代品？

meltano/meltano 的开源替代品包括： airbytehq/airbyte — Airbyte is a data integration platform designed to synchronize information between diverse applications, databases,… singer-io/getting-started — Singer is an open source standard for moving data between databases, web APIs, files, queues, and just about anything… jitsucom/jitsu — Jitsu is an open-source customer data platform designed to orchestrate event data pipelines. It captures, transforms,… astronomer/dag-factory — Dag-factory is a framework for constructing and managing Apache Airflow data pipelines through declarative… apache/superset — Superset is a web-based business intelligence platform designed for data exploration, visualization, and interactive… apache/inlong — Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file…