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Apache Apex VS Snowflake

Compare Apache Apex VS Snowflake and see what are their differences

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Apache Apex logo Apache Apex

Apache Apex is an enterprise-grade unified stream and batch processing engine.

Snowflake logo Snowflake

Snowflake is the only data platform built for the cloud for all your data & all your users. Learn more about our purpose-built SQL cloud data warehouse.
  • Apache Apex Landing page
    Landing page //
    2021-09-30
  • Snowflake Homepage
    Homepage //
    2024-07-19

Apache Apex features and specs

No features have been listed yet.

Snowflake features and specs

  • Scalability
    Snowflake offers virtually unlimited scalability. It separates compute and storage, so both can scale independently according to the needs of the workload.
  • Performance
    Snowflake's architecture is optimized for performance, offering automatic clustering and parallel processing which enable faster query execution.
  • Ease of Use
    The platform provides a user-friendly interface and automates many maintenance tasks, such as indexing and partitioning, making it easier for both data engineers and analysts to use.
  • Data Sharing
    Snowflake enables seamless data sharing among different accounts without the need to duplicate data, improving collaboration and data management.
  • Security
    Snowflake includes comprehensive security features such as end-to-end encryption, role-based access control, and VPC/VPN network policies.
  • Multi-Cloud Support
    Snowflake supports multiple cloud providers, including AWS, Azure, and Google Cloud, giving organizations flexibility in choosing their infrastructure.

Possible disadvantages of Snowflake

  • Cost
    While powerful, Snowflake can become expensive, especially if not managed properly, due to its pay-as-you-go pricing model.
  • Vendor Lock-In
    Once an organization is deeply integrated with Snowflake, switching to another solution can be complex and costly, contributing to vendor lock-in.
  • Learning Curve
    Though easier than many traditional databases, there is still a learning curve associated with mastering Snowflake’s unique architecture and features.
  • Third-Party Ecosystem
    While Snowflake integrates well with many third-party tools, it may not support all the tools and services you are currently using, requiring additional effort for integration.
  • Network Performance
    Snowflake's performance can be impacted by network latency, especially if large datasets are being transferred over the internet between Snowflake and on-premises systems.

Category Popularity

0-100% (relative to Apache Apex and Snowflake)

Apache Apex

Snowflake

Big Data
13 13%
Big Data
87% 87
Data Warehousing
12 12%
Data Warehousing
88% 88
Data Dashboard
13 13%
Data Dashboard
87% 87
Big Data Analytics
100 100%
Big Data Analytics
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 Apache Apex and Snowflake

Apache Apex Reviews

We have no reviews of Apache Apex yet.
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Snowflake Reviews

Top 6 Cloud Data Warehouses in 2023
Snowflake accommodates data analysts of all levels since it does not use Python or R programming language. It is also well known for its secure and compressed storage for semi-structured data. Besides this, it allows you to spin multiple virtual warehouses based on your needs while parallelizing and isolating individual queries boosting their performance. You can interact...
Source: geekflare.com
Top 5 Cloud Data Warehouses in 2023
Snowflake is one of the most popular data warehousing solutions on the market and delivers an incredible experience across multiple public clouds. By using Snowflake, companies can pull data from various business intelligence tools to do reporting and analytics without any database administration, thus avoiding high overhead costs. Unlike other data warehousing services,...
Source: www.shipyardapp.com
Top 5 BigQuery Alternatives: A Challenge of Complexity
Plus, Snowflake doesn’t include data integrations, so teams will have to bolt on an ETL tool to pipe their data into the warehouse. Those third-party pipelines add extra cost and overhead in the form of setup and maintenance that some teams may not want to absorb.
Source: blog.panoply.io
Top Big Data Tools For 2021
This platform can be used for data warehousing, data science, data engineering, sharing, and application development. It enables you to easily secure your data and execute various analytic workloads. Snowflake also ensures a seamless experience when working with multiple public clouds.
Source: blog.bismart.com

Social recommendations and mentions

Based on our record, Snowflake should be more popular than Apache Apex. It has been mentiond 4 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 Apex mentions (1)

  • Spark for beginners - and you
    Streaming: Sparks Streamings's latency is at least 500ms, since it operates on micro-batches of records, instead of processing one record at a time. Native streaming tools like Storm, Apex or Flink might be better for low-latency applications. - Source: dev.to / over 3 years ago

Snowflake mentions (4)

  • DeWitt Clause, or Can You Benchmark %DATABASE% and Get Away With It
    Snowflake, a data warehousing company founded by ex-Oracle and ex-VectorWise experts, responded with a blog post that critically reviewed Databricks' findings, reported different results for the same benchmark, and claimed comparable price/performance to Databricks. - Source: dev.to / almost 3 years ago
  • Personal Support at Internet Scale
    Snowflake: Snowflake is fast, and works well as a product analytics database. - Source: dev.to / over 3 years ago
  • Less than 1TB of data what tools should I get better at?
    If you just go to snowflake.com you can sign up for a demo account for free for a month and I'm fairly certain you can get more than one of these accounts (I would recycle emails doing it all the time.) Once you have an account there's lots of docs and videos out there either using the Database via their UI or via python using their connector. They also have a pyspark connector but you might want to just learn... Source: over 3 years ago
  • *BOMATO*
    Early stage funding & VCs clearly demarcate between tech companies and tech enabled companies. But, once the PE comes into the picture at the scale of BlackStone, the border between doordash.com and snowflake.com starts to blur. The motivation is to make some bucks by going to IPO and they know how to get it done. Source: over 3 years ago

What are some alternatives?

When comparing Apache Apex and Snowflake, you can also consider the following products

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

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

Google Cloud Dataflow - Google Cloud Dataflow is a fully-managed cloud service and programming model for batch and streaming big data processing.

Databricks - Databricks provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business.‎What is Apache Spark?

Apache Storm - Apache Storm is a free and open source distributed realtime computation system.

Qubole - Qubole delivers a self-service platform for big aata analytics built on Amazon, Microsoft and Google Clouds.

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