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Meltano VS pkgsrc

Compare Meltano VS pkgsrc and see what are their differences

Meltano logo Meltano

Open source data dashboarding

pkgsrc logo pkgsrc

pkgsrc is a framework for building over 17,000 open source software packages.
  • Meltano Landing page
    Landing page //
    2023-08-04
  • pkgsrc Landing page
    Landing page //
    2023-06-30

Meltano features and specs

  • Open Source
    Meltano is open-source, which means that it is free to use and can be customized according to specific business needs. The open-source nature fosters a community-driven approach to improvements and updates.
  • Modular Architecture
    Meltano offers a modular architecture that allows users to mix and match different components like extractors, loaders, and transformers, providing flexibility and adaptability.
  • Integration with Singer Taps
    It is compatible with Singer Taps and Targets, enabling Meltano to connect with a wide variety of data sources and destinations, making data integration seamless.
  • Command Line Interface (CLI)
    Meltano provides a robust CLI that simplifies managing and orchestrating ETL workflows, which can be advantageous for developers who prefer working with command-line tools.
  • Community and Support
    There is a vibrant community and an active support system, which can be helpful for troubleshooting and getting advice on best practices regarding Meltano usage.

Possible disadvantages of Meltano

  • Steep Learning Curve
    For users who are not familiar with command line tools or open-source data integration platforms, Meltano can have a steep learning curve, requiring time and effort to master.
  • Limited Built-in Features
    While being modular offers flexibility, Meltano has fewer built-in features compared to some commercial ETL tools, which might require users to build custom solutions.
  • Variable Support for Sources/Destinations
    The quality and reliability of connectors can vary since Meltano relies on community-contributed Singer Taps, which may not be as stable or well-documented as proprietary alternatives.
  • Complex Configuration
    Initial setup and configuration can be complex, especially when connecting to multiple data sources or when customization is necessary, which may require significant technical expertise.
  • Resource Dependency
    As an evolving open-source project, Meltano may require more resources in terms of time and effort to stay updated with the latest features and community contributions.

pkgsrc features and specs

  • Cross-Platform Support
    pkgsrc is designed to be a portable package management system and can be used on a variety of Unix-like operating systems, including NetBSD, Solaris, Linux, and macOS. This cross-platform capability makes it a versatile tool for developers working in diverse environments.
  • Consistency Across Systems
    Using pkgsrc allows for a consistent package management experience regardless of the underlying operating system, reducing the learning curve and maintenance overhead for administrators managing multiple systems.
  • Comprehensive Package Collection
    pkgsrc offers a wide range of software packages, providing a robust collection that can meet diverse user needs from scientific libraries to web applications.
  • Quarterly Releases
    With quarterly releases, pkgsrc provides a balanced approach between stability and keeping software up to date, offering users new features regularly while maintaining reliability.
  • Flexible Build Options
    pkgsrc supports a flexible build system, allowing users to customize package builds with specific options or dependencies, tailored to their specific needs or system requirements.

Possible disadvantages of pkgsrc

  • Smaller Community
    Compared to other popular package management systems like apt (Debian/Ubuntu) or yum (RedHat/CentOS), pkgsrc has a relatively smaller community, which might affect the availability of support and community-driven improvements.
  • Potentially Older Software
    While pkgsrc maintains stable quarterly releases, it may occasionally lag behind other systems in terms of offering the very latest versions of certain software, which might not be ideal for users needing the newest features.
  • Manual Configuration
    Setting up pkgsrc might require manual interventions and configurations, which could pose a hurdle for users unfamiliar with its setup process or those who prefer more automated solutions.
  • Dependency Management
    Although pkgsrc is quite capable in dependency handling, some users may find its dependency resolution to be less automatic or seamless compared to other systems which offer more integrated solutions.
  • Performance Overhead
    Because it is designed to be cross-platform, there can be some performance overhead associated with using pkgsrc compared to native package managers that are optimized for specific operating systems.

Meltano videos

Meltano tutorial

More videos:

  • Demo - Meltano Sprint Review & Demo Day 2019-11-08
  • Review - Meltano Weekly Sprint Review 2019-11-01

pkgsrc videos

pkgsrc on ChromeOS

More videos:

  • Review - Using pkgsrc for multi-platform deployments in heterogeneous environments, G Clifford Williams

Category Popularity

0-100% (relative to Meltano and pkgsrc)
Developer Tools
55 55%
45% 45
Data Dashboard
100 100%
0% 0
Package Manager
0 0%
100% 100
Business Intelligence
100 100%
0% 0

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Meltano and pkgsrc

Meltano Reviews

Top 11 Fivetran Alternatives for 2024
Meltano was established in 2018 as an open-source project within GitLab to assist their data and analytics team. Itโ€™s a Python framework based on the Singer protocol. Originally developed by the founders of Stitch, the Singer framework saw reduced contributions after Stitch was acquired by Talend, which was later acquired by Qlik. Despite these changes, Meltano has continued...
Source: estuary.dev
Top 10 Fivetran Alternatives - Listing the best ETL tools
The platform provides users with a wide range of integration options, including connectors for databases, APIs, and application logs. Additionally, Meltano provides extensive support for data transformation and orchestration and integrates well with several cloud-based data warehouses.
Source: weld.app

pkgsrc Reviews

We have no reviews of pkgsrc yet.
Be the first one to post

Social recommendations and mentions

Based on our record, Meltano should be more popular than pkgsrc. It has been mentiond 26 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Meltano mentions (26)

  • AI product development is being held back by data engineering
    Hey HN, Arch CEO here! Our team has been working at the intersection of data engineering and software engineering for a few years now with Meltano (https://meltano.com), and this year, the rise in Generative AI has made it clear that the bottleneck in unlocking the potential value of data has shifted from data integration on data teams to data engineering on software teams, so weโ€™ve decided to do something about... - Source: Hacker News / almost 3 years ago
  • How useful is Airbytes in production pipelines?
    We use Meltano for (EL) and Prefect for scheduling. Is not click-ops, but works very well for us! Behind the scenes Meltano wraps up Singer spec similarly like Airbyte does with its connectors. Before that we tried Airbyte (~5 months ago?) and it was so bad.. We could not choose the columns to replicate and the connectors were unstable i.e. Skipping data, all sort of odd errors and so on.. Source: about 3 years ago
  • Ask HN: Who is hiring? (May 2023)
    Meltano's all-remote team and community of thousands are on a mission to enable everyone to realize the full potential of their data. To this end, we are bringing software engineering best practices to data teams in the form of an open-source DataOps platform that we envision becoming the foundation of every team's ideal data stack. Our public company handbook (https://handbook.meltano.com/) has all the details on... - Source: Hacker News / over 3 years ago
  • Ask HN: Who is hiring? (April 2023)
    Meltano | Full-Time | Remote | https://meltano.com Meltano's all-remote team and community of thousands are on a mission to enable everyone to realize the full potential of their data. To this end, we are bringing software engineering best practices to data teams in the form of an open-source DataOps platform that we envision becoming the foundation of every team's ideal data stack. Our public company handbook... - Source: Hacker News / over 3 years ago
  • If dbt is the "T" part of an "ELT", what do you use for "EL"?
    We switched from AWS Glue to Meltano for the EL part of ELT and it's been a joy to use. We're moving so much faster now. Source: over 3 years ago
View more

pkgsrc mentions (11)

  • Debian isn't waiting for 2038 to blow up, switches to 64-bit time for everything
    > Most open source software packages are also compiled for BSD variants, they switched to 64 bit time_t a long time ago and reported back upstream any problems. * NetBSD in 2012: https://www.netbsd.org/releases/formal-6/NetBSD-6.0.html * OpenBSD in 2014: http://www.openbsd.org/55.html For packaging, NetBSD uses their (multi-platform) Pkgsrc, which has 29,000 packages, which probably covers a large swath of... - Source: Hacker News / about 1 year ago
  • Our Audit of Homebrew
    > https://pkgsrc.smartos.org/install-on-macos/ Note that Pkgsrc is a NetBSD-derived project. * https://pkgsrc.org The Joyent folks leveraged it to allow their customers, who were perhaps not as familiar with Solaris/SmartOS, a larger pool of packages. Pkgsrc was running on Solaris before Joyent, Joyent built on top of it. - Source: Hacker News / about 2 years ago
  • Show HN: Brioche โ€“ A new Nix-like package manager
    Https://pkgsrc.org/ from netbsd runs on many systems. - Source: Hacker News / about 2 years ago
  • Installing packages without an internet connection?
    It seems according to pkgsrc.org that pkgin might follow the PKG_PATH environment variable. You're supposed to set PKG_PATH="http://cdn.NetBSD.org/pub/pkgsrc/packages/NetBSD/$(uname -p)/$(uname -r|cut -f '1 2' -d.)/All/", and according to uname(1), -p gives the processor architecture and -r gives the operating system [kernel] release. Source: over 3 years ago
  • pkgsrc.se is no more :(
    It seems like pkgsrc.org hasnโ€™t got the news yet. Source: over 3 years ago
View more

What are some alternatives?

When comparing Meltano and pkgsrc, you can also consider the following products

Airbyte - Replicate data in minutes with prebuilt & custom connectors

Conda - Binary package manager with support for environments.

Fivetran - Fivetran offers companies a data connector for extracting data from many different cloud and database sources.

Homebrew - The missing package manager for macOS

Apache Superset - modern, enterprise-ready business intelligence web application

Yay - Yay is an AUR helper written in go, based on the design of yaourt, apacman and pacaur.