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DataFactory by RightData VS Delta Lake

Compare DataFactory by RightData VS Delta Lake and see what are their differences

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  3. » Reviews
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DataFactory by RightData logo DataFactory by RightData

High Performance next gen Cloud Data Platform for all the Data practitioners initiatives.

Delta Lake logo Delta Lake

Application and Data, Data Stores, and Big Data Tools
  • DataFactory by RightData Landing page
    Landing page //
    2023-02-16
  • Delta Lake Landing page
    Landing page //
    2023-08-26

DataFactory by RightData features and specs

No features have been listed yet.

Delta Lake features and specs

  • ACID Transactions
    Delta Lake provides ACID transaction capabilities, which ensure data integrity and reliability across operations, allowing for data consistency even in the case of concurrent reads and writes.
  • Time Travel
    Delta Lake enables time travel, allowing users to query snapshots of data at different points in the past. This feature is useful for auditing, debugging, and recovering data.
  • Scalability
    Delta Lake is built on top of Apache Spark, allowing it to scale efficiently across big data workloads and handle large volumes of data with ease.
  • Schema Evolution
    Delta Lake supports schema evolution, allowing schema changes such as adding or deleting columns, without significantly affecting data ingestion or requiring rewrite of historical data.
  • Unified Batch and Streaming
    Delta Lake offers support for both batch and streaming data processing, simplifying data pipelines and reducing the complexity of data workflows.

Possible disadvantages of Delta Lake

  • Complexity
    Delta Lake introduces additional complexity due to the need to manage Delta tables and understand Delta-specific features and configurations.
  • Storage Costs
    The features of Delta Lake, such as ACID compliance and time travel, can increase storage costs, as they often require versioning and additional metadata.
  • Dependency on Spark
    Delta Lake is tightly integrated with Apache Spark, which means that it's best utilized within a Spark ecosystem, limiting flexibility if different processing engines are preferred.
  • Learning Curve
    Adopting Delta Lake may require a learning curve for teams unfamiliar with its architecture and features, potentially slowing down initial adoption.
  • Performance Overhead
    The transactional features and capabilities of Delta Lake can introduce some performance overhead, particularly when handling very large datasets with frequent updates.

DataFactory by RightData videos

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Delta Lake videos

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A Thorough Comparison of Delta Lake, Iceberg and Hudi

More videos:

  • Tutorial - Delta Lake for apache Spark | How does it work | How to use delta lake | Delta Lake for Spark ACID
  • Review - ACID ORC, Iceberg, and Delta Lake—An Overview of Table Formats for Large Scale Storage and Analytics

Category Popularity

0-100% (relative to DataFactory by RightData and Delta Lake)

DataFactory by RightData

Delta Lake

Data Integration
100 100%
Data Integration
0% 0
Data Dashboard
0 0%
Data Dashboard
100% 100
Data Extraction
100 100%
Data Extraction
0% 0
Development
0 0%
Development
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 DataFactory by RightData and Delta Lake

DataFactory by RightData Reviews

15 Best ETL Tools in 2022 (A Complete Updated List)
Dextrus helps you with self-service data ingestion, streaming, transformations, cleansing, preparation, wrangling, reporting, and machine learning modeling.
Source: www.softwaretestinghelp.com

Delta Lake Reviews

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

Social recommendations and mentions

Based on our record, Delta Lake seems to be more popular. It has been mentiond 35 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.

DataFactory by RightData mentions (0)

We have not tracked any mentions of DataFactory by RightData yet. Tracking of DataFactory by RightData recommendations started around Aug 2022.

Delta Lake mentions (35)

  • Twitter's 600-Tweet Daily Limit Crisis: Soaring GCP Costs and the Open Source Fix Elon Musk Ignored
    Delta Lake: Delta Lake is an open-source storage layer that provides ACID transactions, scalable metadata management, and data versioning on top of existing data lakes. It aims to bring reliability and performance optimizations to big data workloads while ensuring data integrity and consistency. - Source: dev.to / 6 months ago
  • Stream Processing Systems in 2025: RisingWave, Flink, Spark Streaming, and What's Ahead
    When it comes to stream processing systems, Iceberg support varies across vendors. Databricks, which oversees Spark Streaming, focuses on Delta Lake. Apache Flink, heavily influenced by Alibaba’s contributions, promotes Paimon, an alternative to Iceberg. RisingWave, on the other hand, fully embraces Iceberg. Rather than focusing solely on one table format, RisingWave aims to support various catalog services,... - Source: dev.to / 8 months ago
  • 25 Open Source AI Tools to Cut Your Development Time in Half
    Delta Lake is a storage layer framework that provides reliability to data lakes. It addresses the challenges of managing large-scale data in lakehouse architectures, where data is stored in an open format and used for various purposes, like machine learning (ML). Data engineers can build real-time pipelines or ML applications using Delta Lake because it supports both batch and streaming data processing. It also... - Source: dev.to / about 1 year ago
  • Make Rust Object Oriented with the dual-trait pattern
    There is a neat example, of how a third party project belonging to the Linux Foundation, is implementing UserDefinedLogicalNodeCore: MetricObserver in delta-rs. The developer had to use only #[derive(Debug, Hash, Eq, PartialEq)] to get dyn_eq and dyn_hash implemented. - Source: dev.to / about 1 year ago
  • Delta Lake vs. Parquet: A Comparison
    Delta is pretty great, let's you do upserts into tables in DataBricks much easier than without it. I think the website is here: https://delta.io. - Source: Hacker News / over 1 year ago
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What are some alternatives?

When comparing DataFactory by RightData and Delta Lake, you can also consider the following products

Trustgrid Data Mesh Platform - A number of software providers have moved to Data Mesh connectivity solutions as they seek to lower the operating costs of their applications.

Google BigQuery - A fully managed data warehouse for large-scale data analytics.

Informatica Intelligent Data Platform - Unleash data's potential with Informatica infrastructure services that all roll up under a robust and intelligent data integration platform.

Apache Zeppelin - A web-based notebook that enables interactive data analytics.

Renavon - Instant access to clean and structured data from all over the world

Databricks Unified Analytics Platform - One platform for accelerating data-driven innovation across data engineering, data science & business analytics

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