Need advice about which tool to choose?Ask the StackShare community!

Laravel Nova

98
159
+ 1
0
Apache Spark

2.8K
3.3K
+ 1
139
Add tool

Laravel Nova vs Apache Spark: What are the differences?

Developers describe Laravel Nova as "Beautifully-designed administration panel for Laravel". It is a beautifully designed administration panel for Laravel. Carefully crafted by the creators of Laravel to make you the most productive developer. It provides a full CRUD interface for your Eloquent models. Every type of Eloquent relationship is fully supported. On the other hand, Apache Spark is detailed as "Fast and general engine for large-scale data processing". Spark is a fast and general processing engine compatible with Hadoop data. It can run in Hadoop clusters through YARN or Spark's standalone mode, and it can process data in HDFS, HBase, Cassandra, Hive, and any Hadoop InputFormat. It is designed to perform both batch processing (similar to MapReduce) and new workloads like streaming, interactive queries, and machine learning.

Laravel Nova can be classified as a tool in the "MVC Tools" category, while Apache Spark is grouped under "Big Data Tools".

Some of the features offered by Laravel Nova are:

  • Code Driven Configuration
  • full CRUD interface for your Eloquent models
  • integrated with Laravel’s existing authorization policies

On the other hand, Apache Spark provides the following key features:

  • Run programs up to 100x faster than Hadoop MapReduce in memory, or 10x faster on disk
  • Write applications quickly in Java, Scala or Python
  • Combine SQL, streaming, and complex analytics

Apache Spark is an open source tool with 22.9K GitHub stars and 19.7K GitHub forks. Here's a link to Apache Spark's open source repository on GitHub.

Uber Technologies, Slack, and Shopify are some of the popular companies that use Apache Spark, whereas Laravel Nova is used by cierra, Smart Send, and NeosIT GmbH. Apache Spark has a broader approval, being mentioned in 356 company stacks & 564 developers stacks; compared to Laravel Nova, which is listed in 3 company stacks and 3 developer stacks.

Advice on Laravel Nova and Apache Spark
Nilesh Akhade
Technical Architect at Self Employed · | 5 upvotes · 379.3K views

We have a Kafka topic having events of type A and type B. We need to perform an inner join on both type of events using some common field (primary-key). The joined events to be inserted in Elasticsearch.

In usual cases, type A and type B events (with same key) observed to be close upto 15 minutes. But in some cases they may be far from each other, lets say 6 hours. Sometimes event of either of the types never come.

In all cases, we should be able to find joined events instantly after they are joined and not-joined events within 15 minutes.

See more
Replies (2)
Recommends
ElasticsearchElasticsearch

The first solution that came to me is to use upsert to update ElasticSearch:

  1. Use the primary-key as ES document id
  2. Upsert the records to ES as soon as you receive them. As you are using upsert, the 2nd record of the same primary-key will not overwrite the 1st one, but will be merged with it.

Cons: The load on ES will be higher, due to upsert.

To use Flink:

  1. Create a KeyedDataStream by the primary-key
  2. In the ProcessFunction, save the first record in a State. At the same time, create a Timer for 15 minutes in the future
  3. When the 2nd record comes, read the 1st record from the State, merge those two, and send out the result, and clear the State and the Timer if it has not fired
  4. When the Timer fires, read the 1st record from the State and send out as the output record.
  5. Have a 2nd Timer of 6 hours (or more) if you are not using Windowing to clean up the State

Pro: if you have already having Flink ingesting this stream. Otherwise, I would just go with the 1st solution.

See more
Akshaya Rawat
Senior Specialist Platform at Publicis Sapient · | 3 upvotes · 248.5K views
Recommends
Apache SparkApache Spark

Please refer "Structured Streaming" feature of Spark. Refer "Stream - Stream Join" at https://spark.apache.org/docs/latest/structured-streaming-programming-guide.html#stream-stream-joins . In short you need to specify "Define watermark delays on both inputs" and "Define a constraint on time across the two inputs"

See more
Get Advice from developers at your company using StackShare Enterprise. Sign up for StackShare Enterprise.
Learn More
Pros of Laravel Nova
Pros of Apache Spark
    Be the first to leave a pro
    • 60
      Open-source
    • 48
      Fast and Flexible
    • 8
      Great for distributed SQL like applications
    • 8
      One platform for every big data problem
    • 6
      Easy to install and to use
    • 3
      Works well for most Datascience usecases
    • 2
      In memory Computation
    • 2
      Interactive Query
    • 2
      Machine learning libratimery, Streaming in real

    Sign up to add or upvote prosMake informed product decisions

    Cons of Laravel Nova
    Cons of Apache Spark
      Be the first to leave a con
      • 3
        Speed

      Sign up to add or upvote consMake informed product decisions

      - No public GitHub repository available -

      What is Laravel Nova?

      It is a beautifully designed administration panel for Laravel. Carefully crafted by the creators of Laravel to make you the most productive developer. It provides a full CRUD interface for your Eloquent models. Every type of Eloquent relationship is fully supported.

      What is Apache Spark?

      Spark is a fast and general processing engine compatible with Hadoop data. It can run in Hadoop clusters through YARN or Spark's standalone mode, and it can process data in HDFS, HBase, Cassandra, Hive, and any Hadoop InputFormat. It is designed to perform both batch processing (similar to MapReduce) and new workloads like streaming, interactive queries, and machine learning.

      Need advice about which tool to choose?Ask the StackShare community!

      What companies use Laravel Nova?
      What companies use Apache Spark?
      See which teams inside your own company are using Laravel Nova or Apache Spark.
      Sign up for StackShare EnterpriseLearn More

      Sign up to get full access to all the companiesMake informed product decisions

      What tools integrate with Laravel Nova?
      What tools integrate with Apache Spark?

      Sign up to get full access to all the tool integrationsMake informed product decisions

      Blog Posts

      Mar 24 2021 at 12:57PM

      Pinterest

      GitJenkinsKafka+7
      3
      1865
      MySQLKafkaApache Spark+6
      2
      1839
      Aug 28 2019 at 3:10AM

      Segment

      PythonJavaAmazon S3+16
      7
      2381
      What are some alternatives to Laravel Nova and Apache Spark?
      Laravel Voyager
      It is a Laravel Admin Package that includes BREAD(CRUD) operations, a media manager, menu builder, and much more.It is a Feature packed and versatile Laravel control panel. It provides an elegant UI for controlling various features across a Laravel web application.
      Laravel Spark
      Spark is a Laravel package that provides scaffolding for all of the stuff you don't want to code. Subscription billing? We got that. Invoices? No problem.
      Wave
      It is a free, online software alternative to Quickbooks. Wave helps manage invoices, credit card payments, accounting & payroll. Best for small businesses & freelancers.
      Laravel
      It is a web application framework with expressive, elegant syntax. It attempts to take the pain out of development by easing common tasks used in the majority of web projects, such as authentication, routing, sessions, and caching.
      Backpack
      Backpack is minimalistic build system for Node.js. Inspired by Facebook's create-react-app, Zeit's Next.js, and Remy's Nodemon, Backpack lets you create modern Node.js apps and services with zero configuration. Backpack handles all the file-watching, live-reloading, transpiling, and bundling, so you don't have to.
      See all alternatives