Software Alternatives, Accelerators & Startups

Apache Spark VS tray.io

Compare Apache Spark VS tray.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.

tray.io logo tray.io

Enterprise-scale integration platform
  • Apache Spark Landing page
    Landing page //
    2021-12-31
  • tray.io Landing page
    Landing page //
    2023-09-21

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

tray.io videos

Integrate Asana to Salesforce with Tray.io

Category Popularity

0-100% (relative to Apache Spark and tray.io)
Databases
100 100%
0% 0
Web Service Automation
0 0%
100% 100
Big Data
100 100%
0% 0
Data Integration
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 tray.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...

tray.io Reviews

Top 9 MuleSoft Alternatives & Competitors in 2024
Tray.io, one of the notified MuleSoft alternatives, is an IT process automation tool that seeks to optimize workflows and improve operational efficiency. With its continuous integration, automation capabilities, and centralized monitoring, Tray.io empowers your IT teams to streamline their IT processes and focus on other important tasks.
Source: www.zluri.com
The 7 Best Embedded iPaaS Solutions to Consider for 2024
Description: Tray.io offers an API integration platform that lets users configure complex workflows, integrate applications, and add customized logic. The product features a clicks-or-code configuration for hastened setup and a quick ramp-up experience for users as well. Tray also touts a universal connector for any RESTful API, full API access via custom fields, a growing...
15+ Best Cloud ETL Tools
Tray.io is an efficient, low-code platform. This dynamic solution serves as a pillar for your ETL initiatives and is ideal for many applications, ranging from complex data transformations to workflow automation. It comes packed with different tools and elastic processes that promote operational independence and a consistent supply of reliable, real-time data.
Source: estuary.dev
15 Great Zapier Alternatives to Automate your Workflows
Positioning itself as an all encompassing “integration and automation platform,” Tray.io caters to large companies looking to sync data between cloud based services. Tray.io uses a drag-and-drop interface to build workflow, and with a library of 600+ app connectors, it holds its own against Zapier’s many 'Zaps'.
Source: paperform.co
7 Zapier Alternatives for Workflow Automation Worth Considering in 2022
Tray.io is an API integration and automation platform designed to automate tasks of the sales, marketing, and customer support fields in medium-sized businesses and large enterprises. This platform is arguably the top enterprise Zapier alternative for anyone looking for a robust platform.
Source: teckers.com

Social recommendations and mentions

Based on our record, Apache Spark should be more popular than tray.io. It has been mentiond 58 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 (58)

  • How I've implemented the Medallion architecture using Apache Spark and Apache Hdoop
    In this project, I'm exploring the Medallion Architecture which is a data design pattern that organizes data into different layers based on structure and/or quality. I'm creating a fictional scenario where a large enterprise that has several branches across the country. Each branch receives purchase orders from an app and deliver the goods to their customers. The enterprise wants to identify the branch that... - Source: dev.to / about 5 hours ago
  • 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 / 2 days 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 / 4 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
View more

tray.io mentions (15)

  • How do you integrate your Shopify store with third-party tools and services?
    Use Integration Platforms: Tools like Zapier, Integromat, and Unified, AI-powered iPaaS for every team to automate at scale | Tray.io let you connect Shopify with other apps without coding. Source: 8 months ago
  • Reverse ETL recommendations?
    Check out tray.io - it's basically "more technical Zapier". Source: almost 1 year ago
  • Cashflow forecast based on client average days to pay
    Anaplan (anaplan.com) is an option as you'll need to setup an integration via tray.io. They are not add-ons but separate applications that will take your Xero data and replicate a copy of the data into Anaplan. Once the Xero data is in Anaplan you'll be able to do the detailed Cash Flow. I don't work for any of the companies discussed here. Source: over 1 year ago
  • Project management
    Check out tray.io they have connectors with Monday.com and Atera which can do alot of the heavy lifting. All you would need to do is create rules. Use Monday.com to house the information tied to the Atera Customer or Device. Source: over 1 year ago
  • Airtable Extension for Web Scraping
    The best way to do something like this would be to implement a tray.io, but I'd like to know if there's an extension or addon that can also tackle this workflow. Source: over 1 year ago
View more

What are some alternatives?

When comparing Apache Spark and tray.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.

Zapier - Connect the apps you use everyday to automate your work and be more productive. 1000+ apps and easy integrations - get started in minutes.

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

Improvado.io - Improvado is an ETL platform that extracts data from 300+ pre-built connectors, transforms it, and seamlessly loads the results to wherever you need them. No more Tedious Manual Work, Errors or Discrepancies. Contact us for a demo.

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

Integrator.io iPaaS by Celigo - Next-Generation iPaaS integration platform