Software Alternatives, Accelerators & Startups

Apache Spark VS Garden.io

Compare Apache Spark VS Garden.io and see what are their differences

Apache Spark logo Apache Spark

Apache Spark is an engine for big data processing, with built-in modules for streaming, SQL, machine learning and graph processing.

Garden.io logo Garden.io

Cloud native & Kubernetes testing done right
  • Apache Spark Landing page
    Landing page //
    2021-12-31
  • Garden.io Landing page
    Landing page //
    2023-10-08

Apache Spark videos

Weekly Apache Spark live Code Review -- look at StringIndexer multi-col (Scala) & Python testing

More videos:

  • Review - What's New in Apache Spark 3.0.0
  • Review - Apache Spark for Data Engineering and Analysis - Overview

Garden.io videos

No Garden.io videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to Apache Spark and Garden.io)
Databases
100 100%
0% 0
Developer Tools
0 0%
100% 100
Big Data
100 100%
0% 0
DevOps Tools
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Apache Spark and Garden.io

Apache Spark Reviews

15 data science tools to consider using in 2021
Apache Spark is an open source data processing and analytics engine that can handle large amounts of data -- upward of several petabytes, according to proponents. Spark's ability to rapidly process data has fueled significant growth in the use of the platform since it was created in 2009, helping to make the Spark project one of the largest open source communities among big...
Top 15 Kafka Alternatives Popular In 2021
Apache Spark is a well-known, general-purpose, open-source analytics engine for large-scale, core data processing. It is known for its high-performance quality for data processing – batch and streaming with the help of its DAG scheduler, query optimizer, and engine. Data streams are processed in real-time and hence it is quite fast and efficient. Its machine learning...
5 Best-Performing Tools that Build Real-Time Data Pipeline
Apache Spark is an open-source and flexible in-memory framework which serves as an alternative to map-reduce for handling batch, real-time analytics and data processing workloads. It provides native bindings for the Java, Scala, Python, and R programming languages, and supports SQL, streaming data, machine learning and graph processing. From its beginning in the AMPLab at...

Garden.io Reviews

We have no reviews of Garden.io yet.
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Social recommendations and mentions

Based on our record, Apache Spark should be more popular than Garden.io. It has been mentiond 57 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.

Apache Spark mentions (57)

  • Shades of Open Source - Understanding The Many Meanings of "Open"
    In contrast, Databricks maintains internal forks of Spark, Delta Lake, and Unity Catalog, using the same names for both the open-source versions and the features specific to the Databricks platform. While they do provide separate documentation, online discussions often reflect confusion about how to use features in the open-source versions that only exist on the Databricks platform. This creates a "muddying of the... - Source: dev.to / about 11 hours ago
  • Groovy 🎷 Cheat Sheet - 01 Say "Hello" from Groovy
    Recently I had to revisit the "JVM languages universe" again. Yes, language(s), plural! Java isn't the only language that uses the JVM. I previously used Scala, which is a JVM language, to use Apache Spark for Data Engineering workloads, but this is for another post 😉. - Source: dev.to / 3 months ago
  • 🦿🛴Smarcity garbage reporting automation w/ ollama
    Consume data into third party software (then let Open Search or Apache Spark or Apache Pinot) for analysis/datascience, GIS systems (so you can put reports on a map) or any ticket management system. - Source: dev.to / 5 months ago
  • Go concurrency simplified. Part 4: Post office as a data pipeline
    Also, this knowledge applies to learning more about data engineering, as this field of software engineering relies heavily on the event-driven approach via tools like Spark, Flink, Kafka, etc. - Source: dev.to / 6 months ago
  • Five Apache projects you probably didn't know about
    Apache SeaTunnel is a data integration platform that offers the three pillars of data pipelines: sources, transforms, and sinks. It offers an abstract API over three possible engines: the Zeta engine from SeaTunnel or a wrapper around Apache Spark or Apache Flink. Be careful, as each engine comes with its own set of features. - Source: dev.to / 6 months ago
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Garden.io mentions (22)

  • The Icelandic Saga Database
    Me too. In fact Garden (dev tooling for the Kubernetes)[0] is a Berlin start-up with three Icelandic founders. And if I'm not mistaken, two of us worked briefly with @halldorel (above commenter) at an earlier Icelandic start-up. It's a small world (if you're Icelandic). [0] https://garden.io. - Source: Hacker News / about 1 year ago
  • Local development set up for microservices with Kubernetes - Skaffold
    There are dedicated tools just for that. Apart from skaffold check also tilt.dev, garden.io, devspace.sh, okteto.com. Source: about 1 year ago
  • is anyone using garden.io for Kubernetes development?
    Would appreciate any insights on garden.io. Thanks. Source: over 1 year ago
  • Founders looking for feedback on a DevOps idea
    Alternatives:Tools like Okteto, Releasehub, Docker Compose, Tilt offer the ability to spin up environments easily, but don't allow you to mix and match connections between different environments during development/testing, so the above problems would appear to persist. Telepresence and Garden.io seem to be closer to this, but aren't complete drop-in solutions. Source: over 1 year ago
  • Deciding between Telepresence vs Garden.io
    I just used garden.io for a small personal project that was more about figuring out how to use garden. I started with the examples and used the Terraform GKE example. Source: almost 2 years ago
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What are some alternatives?

When comparing Apache Spark and Garden.io, you can also consider the following products

Apache Flink - Flink is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations.

Okteto - Development platform for Kubernetes applications.

Apache Airflow - Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.

Telepresence - Telepresence is an open source tool that lets you develop and debug your Kubernetes services...

Hadoop - Open-source software for reliable, scalable, distributed computing

DevSpace (for Kubernetes and Docker) - Cloud-Native Software Development with Kubernetes and Docker