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Apache Calcite VS Entity Framework

Compare Apache Calcite VS Entity Framework and see what are their differences

Apache Calcite logo Apache Calcite

Relational Databases

Entity Framework logo Entity Framework

See Comparison of Entity Framework vs NHibernate.
  • Apache Calcite Landing page
    Landing page //
    2022-04-30
  • Entity Framework Landing page
    Landing page //
    2023-08-18

Apache Calcite features and specs

No features have been listed yet.

Entity Framework features and specs

  • Productivity
    Entity Framework automates database-related code generation, reducing the amount of boilerplate code developers must write and maintain. This allows developers to work more efficiently and focus more on business logic.
  • Abstraction
    It abstracts the database interaction details, enabling developers to work with higher-level .NET objects instead of raw SQL queries, resulting in clearer and more manageable code.
  • Code First Approach
    This allows developers to define their database schema using C# classes, making it easy to evolve the database alongside the codebase using migrations.
  • Support for Multiple Databases
    Entity Framework supports a wide range of relational databases, including SQL Server, PostgreSQL, SQLite, and MySQL, providing flexibility and choice to the developers.
  • Change Tracking
    It provides automatic change tracking of entity objects, simplifying the process of updating data in the database without manually tracking object changes.

Possible disadvantages of Entity Framework

  • Performance Overhead
    The abstraction layer can lead to performance overhead compared to plain SQL queries, as the generated queries might not be as optimized as handcrafted SQL.
  • Complexity
    For simple or small applications, the complexity introduced by using an ORM like Entity Framework might be unnecessary and could complicate the architecture.
  • Learning Curve
    Developers need to learn the specific concepts and configurations of Entity Framework, which can be time-consuming compared to traditional database access methodologies.
  • Debugging Difficulty
    Debugging issues can be more challenging because of the abstraction, making it sometimes difficult to trace the exact query being executed and pinpoint performance bottlenecks.
  • Limited SQL Features
    While Entity Framework supports a wide range of SQL functionalities, there are advanced features specific to certain databases that may not be fully supported or could require custom implementation.

Apache Calcite videos

The Evolution of Apache Calcite and its Community - A Discussion with Julian Hyde

More videos:

  • Review - Building modern SQL query optimizers with Apache Calcite - Vladimir Ozerov

Entity Framework videos

Entity Framework Best Practices - Should EFCore Be Your Data Access of Choice?

More videos:

  • Tutorial - Entity Framework 6 Tutorial: Learn Entity Framework 6 from Scratch
  • Review - Getting the best out of Entity Framework Core - Jon P Smith

Category Popularity

0-100% (relative to Apache Calcite and Entity Framework)
Databases
44 44%
56% 56
Web Frameworks
0 0%
100% 100
Database Tools
100 100%
0% 0
Development
0 0%
100% 100

User comments

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Social recommendations and mentions

Entity Framework might be a bit more popular than Apache Calcite. We know about 15 links to it since March 2021 and only 12 links to Apache Calcite. 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 Calcite mentions (12)

  • Data diffs: Algorithms for explaining what changed in a dataset (2022)
    > Make diff work on more than just SQLite. Another way of doing this that I've been wanting to do for a while is to implement the DIFF operator in Apache Calcite[0]. Using Calcite, DIFF could be implemented as rewrite rules to generate the appropriate SQL to be directly executed against the database or the DIFF operator can be implemented outside of the database (which the original paper shows is more efficient).... - Source: Hacker News / almost 2 years ago
  • How to manipulate SQL string programmatically?
    Use a SQL Parser like sqlglot or Apache Calcite to compile user's query into an AST. Source: about 2 years ago
  • Parsing SQL
    One parser I think deserves a mention is the one from Apache Calcite[0]. Calcite does more than parsing, there are a number of users who pick up Calcite just for the parser. While the default parser attempts to adhere strictly to the SQL standard, of interest is also the Babel parser, which aims to be as permissive as possible in accepting different dialects of SQL. Disclaimer: I am on the PMC of Apache Calcite,... - Source: Hacker News / over 2 years ago
  • Semantic Diff for SQL
    Apache Calcite can do this, though it's not a beginner-friendly task: https://calcite.apache.org/. - Source: Hacker News / almost 3 years ago
  • OctoSQL allows you to join data from different sources using SQL
    You should look at Apache Calcite[0]. Like OctoSQL, you can join data from different data sources. It's also relatively easy to add your own data sources ("adapters" in Calcite lingo) and rules to efficiently query those sources. Calcite already has adapters that do things like read from HTML tables over HTTP, files on your file system, running processes, etc. This is in addition to connecting to a bunch of... - Source: Hacker News / almost 3 years ago
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Entity Framework mentions (15)

  • Create a Simple .NET Workflow App From Scratch – Your Ultimate Guide
    For the simplicity we will use MSSQLProvider to fetch the data from the database. This class has basic functionality, if you want to create complex database queries, for example JOIN, you'd better use something like Entity Framework. - Source: dev.to / 12 months ago
  • Entity Framework Core in .NET 7 7️⃣
    I only wanted to give a simple preview of what can be done with Entity Framework, but if this is something that interests you and you want to go further in-depth with all the possibilities, I recommend checking out the official docs where you can also find a great tutorial which will guide you through building your very own .NET Core web application. - Source: dev.to / almost 2 years ago
  • Got an internship, need help with .NET
    Entity Framework documentation hub - Entity Framework is a modern object-relation mapper that lets you build a clean, portable, and high-level data access layer with .NET (C#) across a variety of databases, including SQL Database (on-premises and Azure), SQLite, MySQL, PostgreSQL, and Azure Cosmos DB. It supports LINQ queries, change tracking, updates, and schema migrations. Source: almost 2 years ago
  • How to create a "Database Project" that can be used across multiple .NET apps?
    You can create the DAL using your existing code or start using a Object Relational Mapper like Entity Framework which will do a lot of the work for you, check this out here: https://learn.microsoft.com/en-us/ef/ also check out LINQ. Source: about 2 years ago
  • Website with Database. use C#
    And, possibly (not strictly speaking necessary but very useful) Entity framework as a backend part of it. Source: about 2 years ago
View more

What are some alternatives?

When comparing Apache Calcite and Entity Framework, you can also consider the following products

Presto DB - Distributed SQL Query Engine for Big Data (by Facebook)

Sequelize - Provides access to a MySQL database by mapping database entries to objects and vice-versa.

Apache Drill - Schema-Free SQL Query Engine for Hadoop and NoSQL

Hibernate - Hibernate an open source Java persistence framework project.

Open Data Hub - OpenDataHub

MyBATIS - MyBatis is a top-rated SQL-based data mapping solution used by Programmers, Software Engineers, and Database Architects for developing object-oriented software applications.