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OpenCensus VS SQLite

Compare OpenCensus VS SQLite and see what are their differences

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OpenCensus logo OpenCensus

Application and Data, Monitoring, and Monitoring Tools

SQLite logo SQLite

SQLite Home Page
  • OpenCensus Landing page
    Landing page //
    2023-05-25
  • SQLite Landing page
    Landing page //
    2023-10-21

OpenCensus features and specs

  • Unified Tracing and Metrics
    OpenCensus provides a single API for capturing distributed traces and metrics, allowing developers to instrument their applications without needing to work with multiple different libraries.
  • Multiple Language Support
    OpenCensus supports a wide range of programming languages, enabling its use across diverse technology stacks and facilitating easy integration into existing projects.
  • Backend Agnostic
    OpenCensus can export data to various backends including Prometheus, Stackdriver, Zipkin, and more, offering flexibility in monitoring and observability solutions.
  • Automatically Instrumented Libraries
    It provides automatic instrumentation for many popular libraries and frameworks, reducing the effort required to add observability into an existing codebase.
  • Open Source
    As an open-source project, OpenCensus allows for community involvement, continuous improvement, and transparency, with the potential for community-driven innovations and support.

Possible disadvantages of OpenCensus

  • Complexity of Configuration
    Configuring OpenCensus can be complex, especially for users who are not familiar with distributed tracing and metrics collection, potentially increasing the learning curve.
  • Integration Overhead
    Despite offering automatic instrumentation, integrating OpenCensus into a large existing application may still require significant effort and testing.
  • Performance Overhead
    Like any monitoring system, OpenCensus introduces some performance overhead that could impact application performance, particularly if not properly configured.
  • Fragmented Documentation
    The documentation for OpenCensus can be fragmented or lacking in certain areas, making it difficult for new users to find comprehensive guides or troubleshooting information.
  • Deprecation and Transition to OpenTelemetry
    OpenCensus is being merged into OpenTelemetry, which could lead to deprecation, and users might eventually need to transition to or adopt OpenTelemetry for continued support and updates.

SQLite features and specs

  • Zero Configuration
    SQLite does not require any server setup or configuration, allowing for easy integration and deployment in applications.
  • Lightweight
    It is extremely lightweight, with a small footprint, making it ideal for embedded systems and mobile applications.
  • Self-Contained
    SQLite is self-contained, meaning it has minimal external dependencies, which simplifies its distribution and usage.
  • File-Based Storage
    Data is stored in a single file, which makes it easy to manage and transfer databases as simple files.
  • ACID Compliance
    SQLite supports Atomicity, Consistency, Isolation, and Durability (ACID) properties, ensuring reliable transactions.
  • Cross-Platform
    SQLite is available on numerous platforms, including Windows, MacOS, Linux, iOS, and Android, providing a broad compatibility range.
  • Public Domain
    SQLite operates under the public domain, allowing for unrestricted use in commercial and non-commercial applications.

Possible disadvantages of SQLite

  • Limited Scalability
    SQLite is not designed to handle high levels of concurrency and large-scale databases, making it less suitable for large, high-traffic applications.
  • Write Performance
    Write operations can be slower compared to server-based databases, especially under heavy write loads.
  • Lack of Certain Features
    SQLite lacks some advanced features offered by other RDBMS like stored procedures, user-defined functions, and full-text search indexing.
  • Security
    As SQLite is file-based, it might lack some of the security features present in server-based databases, such as sophisticated access control.
  • Concurrency
    SQLite uses a locking mechanism to control access to the database, which can lead to contention and performance bottlenecks in highly concurrent environments.
  • Backup and Restore
    While it's straightforward to copy SQLite database files, it lacks the advanced backup and restore features found in more complex RDBMS.

OpenCensus videos

+ Add

Custom metrics with OpenCensus

More videos:

  • Review - OpenTelemetry: Overview & Backwards Compatibility of OpenTracing + OpenCensus - Steve Flanders
  • Review - OpenTelemetry: Overview & Backwards Compatibility of OpenTracing + OpenCensus - Steve Flanders

SQLite videos

+ Add

SQLite | What, Why , Where

More videos:

  • Review - W20 PROG1442 3.3 UWP sqLite Review
  • Tutorial - How To Create SQLite Databases From Scratch For Beginners - Full Tutorial

Category Popularity

0-100% (relative to OpenCensus and SQLite)

OpenCensus

SQLite

Dev Ops
100 100%
Dev Ops
0% 0
Databases
0 0%
Databases
100% 100
Cloud
100 100%
Cloud
0% 0
Relational Databases
0 0%
Relational Databases
100% 100

User comments

Share your experience with using OpenCensus and SQLite. For example, how are they different and which one is better?
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Social recommendations and mentions

SQLite might be a bit more popular than OpenCensus. We know about 18 links to it since March 2021 and only 13 links to OpenCensus. 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.

OpenCensus mentions (13)

  • OpenTelemetry Journey #01 - Important concepts
    First of all, let's start with the basics. There are some important concepts to be clarified before we dive into the OpenTelemetry world. The vast majority of the naming conventions and concepts are from projects and papers that inspired OpenTelemetry, such as OpenTracing, OpenCensus and Dapper. - Source: dev.to / about 1 year ago
  • OpenTelemetry Journey #00 - Introduction to OpenTelemetry
    OpenTelemetry it's a result from the merge of two important projects that are now archived: OpenTracing and OpenCensus. The project is incubated in Cloud Native Computing Foundation (CNCF) and has a strong community behind it. The CNCF is part of the Linux Foundation and hosts critical components of the global technology infrastructure, including Kubernetes and Prometheus. Currently, OpenTelemetry is the second... - Source: dev.to / about 1 year ago
  • Distributed Tracing with OpenTelemetry - Part I
    OpenTelemetry was born from the merger of two other standards that decided to unify forces instead of competing with each other; these projects were OpenTracing and OpenCensus. - Source: dev.to / over 2 years ago
  • Google Cloud Reference
    OpenCensus: Cloud native observability framework 🔗Link. - Source: dev.to / over 2 years ago
  • Tracing Gorm queries with OpenCensus & Google Cloud Tracing
    At incident.io we use gorm.io as the ORM library for our Postgres database, it's a really powerful tool and one I'm very glad for after years of working with hand-rolled SQL in Go & Postgres apps. You may have seen from our other blog posts that we're heavily invested in tracing, specifically with Google Cloud Tracing via OpenCensus libraries. A huge amount of our application's time is spent talking to Postgres... - Source: dev.to / almost 3 years ago
View more

SQLite mentions (18)

  • Can I have my Lightroom catalogue pointing at two sources...?
    Yes. A Lightroom catalog file is, after all, just a SQLite database. (Srsly, make a copy of your catalog file, rename it whatever.sqlite and use your favorite SQLite GUI to rip it open and look at the tables and fields). It's just storing the pathame to the RAW file for that file's record in the database. Source: almost 2 years ago
  • Building a database to search Excel files
    I use visidata with a playback script I recorded to open the sheet to a specific Excel tab, add a column, save the sheet as a csv file. Then I have a sqlite script that takes the csv file and puts it in a database, partitioned by monthYear. Source: about 2 years ago
  • Saw this on my friends Snapchat story, this hurts my heart
    Use the most-used database in the world: https://sqlite.org/index.html. Source: over 2 years ago
  • "Managing" a SQLite Database with J (Part 2)
    With this in mind, I wrote a few versions of this post, but I hated them all. Then I realized that jodliterate PDF documents mostly do what I want. So, instead of rewriting MirrorXref.pdf, I will make a few comments about jodliterate group documents in general. If you're interested in using SQLite with J, download the self-contained GitHub files MirrorXref.ijs and MirrorXref.pdf and have a look. - Source: dev.to / over 2 years ago
  • "Managing" a SQLite Database with J (Part 1)
    SQLite, by many estimates, is the most widely deployed SQL database system on Earth. It's everywhere. It's in your phone, your laptop, your cameras, your car, your cloud, and your breakfast cereal. SQLite's global triumph is a gratifying testament to the virtues of technical excellence and the philosophy of "less is more.". - Source: dev.to / over 2 years ago
View more

What are some alternatives?

When comparing OpenCensus and SQLite, you can also consider the following products

OpenTracing - Consistent, expressive, vendor-neutral APIs for distributed tracing and context propagation.

PostgreSQL - PostgreSQL is a powerful, open source object-relational database system.

Thanos.io - Open source, highly available Prometheus setup with long term storage capabilities.

MySQL - The world's most popular open source database

Metricbeat - Download Metricbeat, the open source tool for shipping metrics from operating systems and services such as Apache web server, Redis, NGINX, and more.

Microsoft SQL - Microsoft SQL is a best in class relational database management software that facilitates the database server to provide you a primary function to store and retrieve data.

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