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Liquibase VS InfluxData

Compare Liquibase VS InfluxData and see what are their differences

Liquibase logo Liquibase

Database schema change management and release automation solution.

InfluxData logo InfluxData

Scalable datastore for metrics, events, and real-time analytics.
  • Liquibase Landing page
    Landing page //
    2023-08-04
  • InfluxData Landing page
    Landing page //
    2023-07-30

Liquibase features and specs

  • Version Control Integration
    Liquibase supports integration with source control systems such as Git, SVN, and Mercurial, making it easier to track changes, revert to previous versions, and collaborate with team members.
  • Database Agnostic
    Liquibase is compatible with a variety of databases including MySQL, PostgreSQL, Oracle, SQL Server, and others, making it versatile for different projects.
  • Automated Change Management
    The tool automatically manages database changes and applies changesets using a standardized process, reducing manual management and errors.
  • Change History Tracking
    Liquibase keeps a detailed history of all applied changes, allowing for easy audit and rollbacks when necessary.
  • Flexible Configuration
    Liquibase offers multiple ways to define database changes, including XML, YAML, JSON, and SQL, providing flexibility based on developer preferences.
  • Community and Support
    Liquibase has a strong community and comprehensive documentation, as well as commercial support options for enterprises.

Possible disadvantages of Liquibase

  • Learning Curve
    For newcomers, there can be a significant learning curve to fully understand and effectively use Liquibase, especially if they are not familiar with database version control concepts.
  • Performance Overhead
    Running Liquibase checks and updates can add performance overhead, especially in large-scale environments with many changesets.
  • Complexity in Large Projects
    Managing complex database schemas with many interdependent changes can become complicated and may require meticulous planning and organization.
  • Limited GUI Tools
    While Liquibase is powerful, its command-line interface may be less intuitive for some users compared to other tools that offer robust graphical user interfaces.
  • Compatibility Issues
    Occasionally, certain database-specific features or custom implementations may not be fully supported by Liquibase, leading to potential compatibility issues.
  • Commercial Licensing Costs
    While the core version is open-source, enterprises may require commercial licenses for advanced features, which can add to the overall cost.

InfluxData features and specs

  • High Performance
    InfluxData's InfluxDB is designed to handle high write and query loads, making it suitable for time-series data and real-time applications.
  • Open-Source
    The core InfluxDB product is open-source, allowing for transparency, community contributions, and the option to self-host the database.
  • Scalability
    InfluxDB offers horizontal scalability, enabling users to handle increasing volumes of data efficiently through clustering.
  • Built-In Data Processing
    InfluxData offers integrated tools for data processing and scripting, such as Kapacitor for real-time processing and Flux for advanced querying.
  • Rich Ecosystem
    InfluxData provides a comprehensive ecosystem including Telegraf for data collection, Chronograf for visualization, and Kapacitor for alerting and processing.
  • Time-Series Focused
    InfluxDB is optimized for time-series data, offering specialized features like time-based retention policies, continuous queries, and downsampling.
  • Easy Integration
    InfluxDB integrates well with many third-party data visualization and monitoring tools such as Grafana, making it easier to build end-to-end solutions.

Possible disadvantages of InfluxData

  • Complexity
    The comprehensive features and tools in the InfluxData ecosystem can result in a steeper learning curve, especially for novices.
  • Cost
    While the open-source version is free, the enterprise and cloud-hosted versions come with a cost, which can be significant for small to mid-sized businesses.
  • Resource Intensive
    InfluxDB can be resource-intensive, especially under high loads, requiring significant hardware resources for optimal performance.
  • Limited SQL Support
    InfluxDB doesn’t fully support SQL, which can be a hurdle for users accustomed to traditional relational databases. It uses its own query languages like InfluxQL and Flux.
  • Fragmented Documentation
    Some users find the documentation fragmented or lacking in depth, which can make troubleshooting and advanced usage more challenging.
  • Data Backup and Restore
    Managing backups and restores in InfluxDB can be intricate and may require additional effort and tools to ensure data integrity and availability.

Analysis of Liquibase

Overall verdict

  • Liquibase is a highly regarded tool for database change management, offering robust features that help ensure database integrity and streamline development processes. Its open-source nature and active community also provide added value, making it a strong choice for many organizations.

Why this product is good

  • Liquibase is often considered a good tool for managing database schema changes due to its flexibility, ease of use, and support for version control. It provides developers with the ability to track, manage, and apply database changes in a consistent and reliable manner across different environments. Liquibase supports a wide range of databases and integrates well with many CI/CD pipelines, making it a versatile choice for DevOps teams.

Recommended for

    Organizations looking for a reliable and flexible solution for database version control and schema management. Particularly beneficial for teams involved in continuous integration and delivery (CI/CD), as well as developers who require a tool that integrates well with existing development workflows and supports a broad range of database systems.

Analysis of InfluxData

Overall verdict

  • Yes, InfluxData is considered good for dealing with time-series data.

Why this product is good

  • Specialized Time-Series Database: InfluxData offers InfluxDB, which is specifically tailored for handling time-series data, making it highly efficient for this purpose.
  • Scalability: InfluxDB is known for its high performance and scalability, which is advantageous for applications requiring the processing of large volumes of data quickly.
  • Rich Ecosystem: It provides a comprehensive suite of tools for data collection, analysis, and visualization, which includes the TICK stack (Telegraf, InfluxDB, Chronograf, and Kapacitor).
  • Ease of Use: The product offerings are designed to be user-friendly, reducing the complexity of setting up and managing time-series databases.
  • Strong Community Support: InfluxData has a robust community and good documentation, which is beneficial for troubleshooting and getting the most out of its tools.

Recommended for

  • IoT Applications: For organizations dealing with IoT devices generating large amounts of time-stamped data.
  • DevOps Monitoring: Useful for monitoring infrastructure and applications due to its ability to collect and store real-time metrics.
  • Finance: Can be employed to track stock prices, or other financial metrics over time.
  • Research: For scientific data that requires precise timestamping and quick retrieval.
  • Energy Management: Ideal for tracking and analyzing power consumption over time.

Liquibase videos

Version based database migration with Liquibase

More videos:

  • Review - Automated database updates (with LiquiBase and FlyWay) @ Baltic DevOps 2015
  • Review - Flyway vs. Liquibase

InfluxData videos

Barbara Nelson [InfluxData] | Best Practices for Data Ingestion into InfluxDB

Category Popularity

0-100% (relative to Liquibase and InfluxData)
MySQL Tools
100 100%
0% 0
Databases
33 33%
67% 67
Development
100 100%
0% 0
Time Series Database
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Liquibase and InfluxData

Liquibase Reviews

We have no reviews of Liquibase yet.
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InfluxData Reviews

ReductStore vs. MinIO & InfluxDB on LTE Network: Who Really Wins the Speed Race?
Maintaining consistency between multiple databases, like MinIO and InfluxDB, adds a layer of complexity. In our setup, MinIO, used for blob storage, is linked to data points in InfluxDB via its filename. Any inconsistencies or mismatches between the two could potentially result in data loss. Furthermore, we need to query both databases, which is quite inefficient. Lastly,...
Apache Druid vs. Time-Series Databases
We occasionally get questions regarding how Apache Druid differs from time-series databases (TSDB) such as InfluxDB or Prometheus, and when to use each technology. This short post serves to help answer these questions.
Source: imply.io
4 Best Time Series Databases To Watch in 2019
InfluxDB is part of the TICK stack : Telegraf, InfluxDB, Chronograf and Kapacitor. InfluxData provides, out of the box, a visualization tool (that can be compared to Grafana), a data processing engine that binds directly with InfluxDB, and a set of more than 50+ agents that can collect real-time metrics for a lot of different data sources.
Source: medium.com

Social recommendations and mentions

Based on our record, Liquibase should be more popular than InfluxData. It has been mentiond 5 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.

Liquibase mentions (5)

  • How do you guys go about the persistence layer?
    As far as keeping track of domain changes you can store DDL files in version control like you mention or use tools like Flyway (https://flywaydb.org) or Liquidbase (https://liquibase.org) which takes care of database migrations. Source: about 3 years ago
  • How do you guys go about the persistence layer? (x-post)
    I just use SQL directly (or something like JOOQ). For database migrations I use Liquibase. Source: about 3 years ago
  • Where questioning the scale of a company and its clients its seen bad
    Regarding the migrations, there are tools such as https://liquibase.org/ or FlyAway that handle this. Heck, you can even use an ORM that has a migration baked-in but that defeats the purpose of having the migrations in a separate project. Source: about 3 years ago
  • State based change management tool for Snowflake
    I've trialled schemachange and liquibase which are change script based tools. I've ruled out a whole load of other tools that are either change script based tools or don't support Snowflake, including the following:. Source: over 3 years ago
  • Learning SQL and using dll (CREATE,DROP,ALTER)
    Nowadays I prefer to automate database updates and deployment, using Liquibase and its relational database vendor agnostic syntax for that. Especially on production systems. But on local dev environments, I can still use the occasional SQL in a pinch. Source: over 3 years ago

InfluxData mentions (2)

  • Can i log data into excel/csv using aws?
    I would highly recommend using a proper Time Series Database like QuestDB or InfluxDB to do this instead. You can always export data from wither of those two into Excel if your boss wants it in excel, but it's much easier to do data transformations, create graphs and reports, etc. If you have all the data in a proper database. Source: over 3 years ago
  • How to stream IoT data into Excel
    I would suggest using something better suited to IoT data than ... a spreadsheet. I'd recommend looking at one of the Time Series Databases for this. 1) QuestDB or 2) InfluxDB as these are much better suited to streaming data. Source: over 3 years ago

What are some alternatives?

When comparing Liquibase and InfluxData, you can also consider the following products

Flyway - Flyway is a database migration tool.

TimescaleDB - TimescaleDB is a time-series SQL database providing fast analytics, scalability, with automated data management on a proven storage engine.

Slick - A jquery plugin for creating slideshows and carousels into your webpage.

Prometheus - An open-source systems monitoring and alerting toolkit.

Sqitch - Sqitch is a standalone database change management application without opinions about your database engine, development environment, or application framework.

Amazon EMR - Amazon Elastic MapReduce is a web service that makes it easy to quickly process vast amounts of data.