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Tableau Prep VS Apache Airflow

Compare Tableau Prep VS Apache Airflow and see what are their differences

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Contents:
  1. » Base Details
  2. » Videos
  3. » Reviews
  4. » Alternatives

Tableau Prep logo Tableau Prep

Tableau Prep is comprised of two products: Prep Builder and Prep Conductor.

Apache Airflow logo Apache Airflow

Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.
  • Tableau Prep Landing page
    Landing page //
    2023-09-25
  • Apache Airflow Landing page
    Landing page //
    2023-06-17

Tableau Prep features and specs

  • User-Friendly Interface
    Tableau Prep has a visually intuitive drag-and-drop interface that makes it easy for users, even those with limited technical skills, to clean, shape, and prepare their data.
  • Integration with Tableau
    Seamlessly integrates with Tableau Desktop and Tableau Server, allowing for easy data flow from preparation to visualization and analysis.
  • Flexible Data Connectivity
    Offers a wide range of data connectors, enabling users to easily connect to various data sources including cloud services, databases, and flat files.
  • Automation and Scheduling
    Users can automate workflows and schedule data prep tasks, which saves time and ensures data is always up-to-date for analysis.
  • Collaborative Features
    Supports sharing and collaboration through Tableau Server and Tableau Online, making it easier for teams to work together on data preparation tasks.

Possible disadvantages of Tableau Prep

  • Limited Advanced Transformations
    While Tableau Prep offers many useful tools, it lacks some advanced data transformation capabilities found in more specialized ETL (Extract, Transform, Load) tools.
  • Performance Issues with Large Datasets
    Users may experience performance slowdowns when working with extremely large datasets, affecting overall efficiency and user experience.
  • Steep Learning Curve for Complex Tasks
    Although its interface is user-friendly for simple tasks, more complex data preparation processes still require a deeper understanding, making the learning curve steeper for advanced functionalities.
  • Cost
    Tableau Prep is a paid product, and the cost could be a barrier for small businesses or individual users who might not have the budget for a subscription.
  • Limited Custom Scripting
    Does not provide extensive support for custom scripting, limiting the flexibility for users who need highly customized data transformation processes.

Apache Airflow features and specs

  • Scalability
    Apache Airflow can scale horizontally, allowing it to handle large volumes of tasks and workflows by distributing the workload across multiple worker nodes.
  • Extensibility
    It supports custom plugins and operators, making it highly customizable to fit various use cases. Users can define their own tasks, sensors, and hooks.
  • Visualization
    Airflow provides an intuitive web interface for monitoring and managing workflows. The interface allows users to visualize DAGs, track task statuses, and debug failures.
  • Flexibility
    Workflows are defined using Python code, which offers a high degree of flexibility and programmatic control over the tasks and their dependencies.
  • Integrations
    Airflow has built-in integrations with a wide range of tools and services such as AWS, Google Cloud, and Apache Hadoop, making it easier to connect to external systems.

Possible disadvantages of Apache Airflow

  • Complexity
    Setting up and configuring Apache Airflow can be complex, particularly for new users. It requires careful management of infrastructure components like databases and web servers.
  • Resource Intensive
    Airflow can be resource-heavy in terms of both memory and CPU usage, especially when dealing with a large number of tasks and DAGs.
  • Learning Curve
    The learning curve can be steep for users who are not familiar with Python or the underlying concepts of workflow management.
  • Limited Real-Time Processing
    Airflow is better suited for batch processing and scheduled tasks rather than real-time event-based processing.
  • Dependency Management
    Managing task dependencies in complex DAGs can become cumbersome and may lead to configuration errors if not properly handled.

Tableau Prep videos

+ Add

Tableau Prep Review [A Overview of Tableau Prep with Examples]

More videos:

  • Review - What is Tableau Prep? | A Tableau Prep Overview
  • Review - Tableau Prep Hands-on Training

Apache Airflow videos

+ Add

Airflow Tutorial for Beginners - Full Course in 2 Hours 2022

Category Popularity

0-100% (relative to Tableau Prep and Apache Airflow)

Tableau Prep

Apache Airflow

Data Dashboard
100 100%
Data Dashboard
0% 0
Workflow Automation
0 0%
Workflow Automation
100% 100
Data Transformation
100 100%
Data Transformation
0% 0
Automation
0 0%
Automation
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 Tableau Prep and Apache Airflow

Tableau Prep Reviews

Free Data Science Tools for Students and Educators in 2020
Tableau is one of the best data visualization tools ever! If you have an educational email, please go ahead with the link above and get this awesome tool for free! You will get free one-year Tableau licenses of Tableau Desktop and Tableau Prep. Then, renew it yearly.
Source: towardsdatascience.com

Apache Airflow Reviews

5 Airflow Alternatives for Data Orchestration
While Apache Airflow continues to be a popular tool for data orchestration, the alternatives presented here offer a range of features and benefits that may better suit certain projects or team preferences. Whether you prioritize simplicity, code-centric design, or the integration of machine learning workflows, there is likely an alternative that meets your needs. By...
Source: www.kdnuggets.com
Top 8 Apache Airflow Alternatives in 2024
Apache Airflow is a workflow streamlining solution aiming at accelerating routine procedures. This article provides a detailed description of Apache Airflow as one of the most popular automation solutions. It also presents and compares alternatives to Airflow, their characteristic features, and recommended application areas. Based on that, each business could decide which...
Source: blog.skyvia.com
10 Best Airflow Alternatives for 2024
In a nutshell, you gained a basic understanding of Apache Airflow and its powerful features. On the other hand, you understood some of the limitations and disadvantages of Apache Airflow. Hence, this article helped you explore the best Apache Airflow Alternatives available in the market. So, you can try hands-on on these Airflow Alternatives and select the best according to...
Source: hevodata.com
A List of The 16 Best ETL Tools And Why To Choose Them
Apache Airflow is an open-source platform to programmatically author, schedule, and monitor workflows. The platform features a web-based user interface and a command-line interface for managing and triggering workflows.
Source: www.datacamp.com
15 Best ETL Tools in 2022 (A Complete Updated List)
Apache Airflow programmatically creates, schedules and monitors workflows. It can also modify the scheduler to run the jobs as and when required.
Source: www.softwaretestinghelp.com

Social recommendations and mentions

Based on our record, Apache Airflow seems to be more popular. It has been mentiond 75 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.

Tableau Prep mentions (0)

We have not tracked any mentions of Tableau Prep yet. Tracking of Tableau Prep recommendations started around Mar 2021.

Apache Airflow mentions (75)

  • The DOJ Still Wants Google to Sell Off Chrome
    Is this really true? Something that can be supported by clear evidence? I’ve seen this trotted out many times, but it seems like there are interesting Apache projects: https://airflow.apache.org/ https://iceberg.apache.org/ https://kafka.apache.org/ https://superset.apache.org/. - Source: Hacker News / 2 months ago
  • 10 Must-Know Open Source Platform Engineering Tools for AI/ML Workflows
    Apache Airflow offers simplicity when it comes to scheduling, authoring, and monitoring ML workflows using Python. The tool's greatest advantage is its compatibility with any system or process you are running. This also eliminates manual intervention and increases team productivity, which aligns with the principles of Platform Engineering tools. - Source: dev.to / 3 months ago
  • Data Orchestration Tool Analysis: Airflow, Dagster, Flyte
    Data orchestration tools are key for managing data pipelines in modern workflows. When it comes to tools, Apache Airflow, Dagster, and Flyte are popular tools serving this need, but they serve different purposes and follow different philosophies. Choosing the right tool for your requirements is essential for scalability and efficiency. In this blog, I will compare Apache Airflow, Dagster, and Flyte, exploring... - Source: dev.to / 4 months ago
  • AIOps, DevOps, MLOps, LLMOps – What’s the Difference?
    Data pipelines: Apache Kafka and Airflow are often used for building data pipelines that can continuously feed data to models in production. - Source: dev.to / 4 months ago
  • Data Engineering with DLT and REST
    This article demonstrates how to work with near real-time and historical data using the dlt package. Whether you need to scale data access across the enterprise or provide historical data for post-event analysis, you can use the same framework to provide customer data. In a future article, I'll demonstrate how to use dlt with a workflow orchestrator such as Apache Airflow or Dagster.``. - Source: dev.to / 6 months ago
View more

What are some alternatives?

When comparing Tableau Prep and Apache Airflow, you can also consider the following products

Alteryx - Alteryx provides an indispensable and easy-to-use analytics platform for enterprise companies making critical decisions that drive their business strategy and growth.

Make.com - Tool for workflow automation (Former Integromat)

Trifacta - Data Transformation Platform.

ifttt - IFTTT puts the internet to work for you. Create simple connections between the products you use every day.

Datameer - An all-in-one data transformation platform for exploring, preparing, visualizing, monitoring, and cataloging Snowflake insights.

Microsoft Power Automate - Microsoft Power Automate is an automation platform that integrates DPA, RPA, and process mining. It lets you automate your organization at scale using low-code and AI.

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