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Apache TinkerPop VS CloudShell

Compare Apache TinkerPop VS CloudShell and see what are their differences

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LibHunt tracks mentions of software libraries on relevant social networks. Based on that data, you can find the most popular projects and their alternatives. featured
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Contents:
  1. » Base Details
  2. » Reviews
  3. » Alternatives

Apache TinkerPop logo Apache TinkerPop

Apache TinkerPop is a graph computing framework for both graph databases (OLTP) and graph analytic systems (OLAP).

CloudShell logo CloudShell

Cloud Shell is a free admin machine with browser-based command-line access for managing your infrastructure and applications on Google Cloud Platform.
  • Apache TinkerPop Landing page
    Landing page //
    2022-01-24
  • CloudShell Landing page
    Landing page //
    2023-07-12

Apache TinkerPop features and specs

  • Graph Abstraction
    Apache TinkerPop provides a generalized graph computing framework, allowing developers to work with a property graph model that supports both OLTP and OLAP use cases.
  • Gremlin Query Language
    Gremlin is a powerful and flexible graph traversal language that supports both imperative and declarative query styles, making it versatile for complex graph queries.
  • Vendor Neutrality
    TinkerPop is vendor-agnostic and supports multiple graph database systems such as Neo4j, JanusGraph, and Amazon Neptune, providing flexibility in choosing underlying storage.
  • Rich Ecosystem
    TinkerPop has a strong ecosystem with numerous integrations, plugins, and extensions, which helps in building applications more efficiently.
  • Community and Support
    Being part of the Apache Software Foundation, TinkerPop benefits from a strong community, extensive documentation, and regular updates.

Possible disadvantages of Apache TinkerPop

  • Complexity
    The flexibility and power of TinkerPop come with a steep learning curve, especially for those new to graph databases or the Gremlin language.
  • Performance Overhead
    Due to its abstraction layer, there might be performance overhead compared to using a graph database's native query language directly.
  • Limited Graph Algorithms
    Compared to specialized graph processing frameworks like Apache Giraph or GraphX, TinkerPop might have limitations in built-in graph algorithms.
  • Integration Overhead
    Integrating TinkerPop with existing systems may require additional overhead in terms of setup and configuration, especially if leveraging its multi-database support.

CloudShell features and specs

  • Integrated Environment
    CloudShell provides a fully integrated development environment directly within your browser, including access to Google Cloud resources, pre-installed Google Cloud SDK, and other useful tools.
  • Convenience
    Because it's browser-based, there is no need to install or configure anything locally, which can save considerable setup time and eliminate environment inconsistencies.
  • Security
    Operating within Google's infrastructure can add layers of security, including secure connection to cloud resources and less risk of exposing local machines to vulnerabilities.
  • Access to Project Resources
    Directly connects to Google Cloud resources associated with your account, making it easy to manage and deploy applications within your cloud environment.
  • Scalability
    Seamlessly scalable environment that can handle different workloads without performance degradation.
  • Persistent Storage
    CloudShell offers persistent storage, allowing users to save their work and configurations, which are available in future sessions.
  • Pre-installed Tools
    Includes a range of pre-installed tools, such as git, gcloud SDK, and language libraries, enabling efficient development and deployment workflows.

Possible disadvantages of CloudShell

  • Resource Limits
    CloudShell has usage limits, including limited disk space and CPU, which may not be sufficient for all types of workloads, particularly resource-intensive tasks.
  • Inactive Use Timeouts
    Sessions that are inactive for a period of time may be automatically terminated, which can disrupt ongoing work.
  • Dependency on Internet Connection
    Being a cloud-based solution, a stable internet connection is required. Any disruption in connectivity can hamper development and deployment processes.
  • Latency Issues
    Depending on your geographical location, there may be latency issues which can affect performance and response times.
  • Limited Customization
    While CloudShell provides many pre-installed tools, users have limited control over the environment compared to a locally managed development setup.
  • Paid Subscription Needed for Extensive Use
    Beyond the free tier, extensive usage of CloudShell resources may incur additional costs, which can add up depending on the scale and nature of the tasks.
  • Learning Curve
    New users who are not familiar with Google Cloud's ecosystem may face an initial learning curve to fully leverage CloudShell's capabilities.

Analysis of CloudShell

Overall verdict

  • Yes, CloudShell is a good tool, especially for those who are actively using Google Cloud Platform. It provides a user-friendly interface and a comprehensive set of tools to manage cloud resources effectively. Its convenience, combined with the power of GCP, makes it a valuable asset for cloud-based development and operations.

Why this product is good

  • CloudShell is a versatile tool offered by Google Cloud Platform (GCP) that provides a command-line environment directly in your web browser. It is particularly beneficial for developers and system administrators because it allows them to manage GCP resources easily without needing to install additional software on their local machines. CloudShell includes the Google Cloud SDK, along with other essential tools, making it a convenient and efficient option for cloud management tasks. Additionally, it offers persistent storage, allowing users to save their scripts and data between sessions. The integration with other GCP services enhances productivity by providing seamless access and control.

Recommended for

  • Developers who frequently work with Google Cloud Platform
  • System administrators managing GCP resources
  • New users of Google Cloud who need an easy introduction to command-line tools
  • Teams collaborating on GCP projects, as it supports session sharing

Category Popularity

0-100% (relative to Apache TinkerPop and CloudShell)

Apache TinkerPop

CloudShell

NoSQL Databases
100 100%
NoSQL Databases
0% 0
Text Editors
0 0%
Text Editors
100% 100
Graph Databases
100 100%
Graph Databases
0% 0
IDE
0 0%
IDE
100% 100

User comments

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Social recommendations and mentions

Based on our record, CloudShell should be more popular than Apache TinkerPop. It has been mentiond 12 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 TinkerPop mentions (5)

  • All About Graph RAG
    Part of the Apache TinkerPop framework, an imperative graph traversal language for the property graph model. - Source: dev.to / about 2 months ago
  • Setup Azure Cosmos DB for Gremlin in Spring Boot Java
    The API for Gremlin is built based on Apache TinkerPop, a graph computing framework that uses the Gremlin query language. - Source: dev.to / about 1 year ago
  • Testcontainers
    You might take a look at Tinkerpop: https://tinkerpop.apache.org/. - Source: Hacker News / over 1 year ago
  • Getting Started with Redis and RedisGraph
    Property Graph, mainly represented as node and relationship in which they can have properties. The database for this kind of data is usually called Graph Database. Gremlin - by TinkerPop project and Cypher - by Neo4J are their query language (also AQL - Arango Query Language - by ArangoDB, but AQL does not only provides graph query language). - Source: dev.to / over 3 years ago
  • Should You Invent a New Query Language? (Probably Not)
    The most common graph query language at the moment would be Gremlin, which is part of the Apache TinkePop graph computing framework. It is simple to write, easy to learn, and widely supported by many graph databases and even non-graph databases that can emulate graph queries. On the other hand, it can be verbose for long queries but generally works well for both OLTP and analysis work. - Source: dev.to / almost 4 years ago

CloudShell mentions (12)

  • Intro to the YouTube APIs: searching for videos
    Command-line (gcloud) -- Those who prefer working in a terminal can enable APIs with a single command in the Cloud Shell or locally on your computer if you installed the Cloud SDK which includes the gcloud command-line tool (CLI) and initialized its use. If this is you, issue this command to enable the API: gcloud services enable youtube.googleapis.com Confirm all the APIs you've enabled with this command:... - Source: dev.to / 10 months ago
  • Explore the world with Google Maps APIs
    Gcloud/command-line - Finally, for those more inclined to using the command-line, you can enable APIs with a single command in the Cloud Shell or locally on your computer if you installed the Cloud SDK (which includes the gcloud command-line tool [CLI]) and initialized its use. If this is you, issue the following command to enable all three APIs: gcloud services enable geocoding-backend.googleapis.com... - Source: dev.to / about 1 year ago
  • Getting started with the Google Cloud CLI interactive shell for serverless developers
    While you might find that using the Google Cloud online console or Cloud Shell environment meets your occasional needs, for maximum developer efficiency you will want to install the Google Cloud CLI (gcloud) on your own system where you already have your favorite editor or IDE and git set up. - Source: dev.to / over 2 years ago
  • Cloud desktops aren't as good as you'd think
    Here is the product https://cloud.google.com/shell It has a quick start guide and docs. - Source: Hacker News / over 2 years ago
  • I do not have a personal laptop. Should I use my school's library computers to start learning or just wait until I get a laptop?
    If you are worried about creating other accounts etc - you can just use your gmail account with https://cloud.google.com/shell and that gives you a very small vm and a coding environment (replit or colab are way better than this though). Source: about 3 years ago
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What are some alternatives?

When comparing Apache TinkerPop and CloudShell, you can also consider the following products

neo4j - Meet Neo4j: The graph database platform powering today's mission-critical enterprise applications, including artificial intelligence, fraud detection and recommendations.

GitHub Codespaces - GItHub Codespaces is a hosted remote coding environment by GitHub based on Visual Studio Codespaces integrated directly for GitHub.

JanusGraph - JanusGraph is a scalable graph database optimized for storing and querying graphs.

CodeTasty - CodeTasty is a programming platform for developers in the cloud.

Azure Cosmos DB - NoSQL JSON database for rapid, iterative app development.

Dirigible - Dirigible is a cloud development toolkit providing both development tools and runtime environment.

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