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logstash VS Singer

Compare logstash VS Singer and see what are their differences

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logstash logo logstash

logstash is a tool for managing events and logs.

Singer logo Singer

Simple, Composable, Open Source ETL
  • logstash Landing page
    Landing page //
    2023-10-21
  • Singer Landing page
    Landing page //
    2019-09-08

logstash videos

+ Add

Visualizing Logs Using ElasticSearch, Logstash and Kibana

More videos:

  • Review - Security Onion with Elasticsearch, Logstash, and Kibana (ELK)

Singer videos

+ Add

30 Day Vocal Transformation | Horrible Singer Learns to Sing + SINGR Review

More videos:

  • Review - Does 30 Day Singer Actually Work? Before and After Video
  • Review - Porsche 911 Reimagined by Singer: Henry Catchpole’s Definitive Road Review | Carfection 4K

Category Popularity

0-100% (relative to logstash and Singer)

logstash

Singer

Monitoring Tools
100 100%
Monitoring Tools
0% 0
Data Integration
0 0%
Data Integration
100% 100
Log Management
100 100%
Log Management
0% 0
ETL
0 0%
ETL
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 logstash and Singer

logstash Reviews

10 Best Open Source ETL Tools for Data Integration
A free and open source ETL tool, Logstash collects data from several sources, performs a transformation process, and sends the output back to your choice of data warehouse. It consists of pre-built filters and more than a hundred plugins to carry out the data process operations. No matter the format or the complexity of data, Logstash dynamically ingests, transforms, and...
Source: testsigma.com
11 Best FREE Open-Source ETL Tools in 2024
Logstash is an Open-Source Data Pipeline that extracts data from multiple data sources and transforms the source data and events and loads them into ElasticSearch, a JSON-based search, and analytics engine. It is part of the ELK Stack. The “E” stands for ElasticSearch and the “K” stands for Kibana, a Data Visualization engine.
Source: hevodata.com
10 Best Linux Monitoring Tools and Software to Improve Server Performance [2022 Comparison]
Lastly, the Elastic Stack (ELK Stack) is a well-known tool for Linux performance monitoring. It’s composed of Elasticsearch (full-text search), Logstash (a log aggregator), Kibana (visualization via graphs and charts), and Beats (lightweight metrics collectors and shippers).
Source: sematext.com
Top 10 Popular Open-Source ETL Tools for 2021
Logstash is an Open-Source Data Pipeline that extracts data from multiple data sources and transforms the source data and events and loads them into ElasticSearch, a JSON-based search, and analytics engine. It is part of the ELK Stack. The “E” stands for ElasticSearch and the “K” stands for Kibana, a Data Visualization engine.
Source: hevodata.com
Top ETL Tools For 2021...And The Case For Saying "No" To ETL
Logstash is an open source data processing pipeline that ingests data from multiple sources simultaneously, transforming the source data and store events into ElasticSearch by default. Logstash is part of an ELK stack. The E stands for Elasticsearch, a JSON-based search and analytics engine, and the K stands for Kibana, which enables data visualization.
Source: blog.panoply.io

Singer Reviews

10 Best Open Source ETL Tools for Data Integration
One thing to keep in mind is that Singer is a script-based ETL tool; you have to write specific codes to perform ETL duties. Data extraction scripts are called ‘tags,’ and data loading scripts are termed ‘targets.’ These scripts can be run in any sequence or combination to execute the ETL processes of your choice. Singer further allows you to create your own tags and targets...
Source: testsigma.com
11 Best FREE Open-Source ETL Tools in 2024
Some Open-Source ETL Tools have a command line interface. Singer is one such tool that uses a command-line interface to allow users to build modular ETL Pipelines using its “Tap” and “Target” modules. Singer provides a framework that allows users to connect data sources to storage locations directly.
Source: hevodata.com
Top 10 Popular Open-Source ETL Tools for 2021
Some Open-Source ETL Tools have a command line interface. Singer is one such tool that uses a command-line interface to allow users to build modular ETL Pipelines using its “Tap” and “Target” modules. Singer provides a framework that allows users to connect data sources to storage locations directly.
Source: hevodata.com
Top ETL Tools For 2021...And The Case For Saying "No" To ETL
As with Fivetran, Airbyte integrates with dbt for transformations, making it an ELT tool. However, contrary to Singer, Airbyte uses one single open-source repo to standardize and consolidate all developments from the community, leading to higher quality connectors. They built a compatibility layer with Singer so that Singer taps can run within Airbyte.
Source: blog.panoply.io

Social recommendations and mentions

Based on our record, Singer seems to be more popular. It has been mentiond 7 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.

logstash mentions (0)

We have not tracked any mentions of logstash yet. Tracking of logstash recommendations started around Mar 2021.

Singer mentions (7)

  • Why do companies still build data ingestion tooling instead of using a third-party tool like Airbyte?
    Coincidently, I saw a presentation today on a nice half-way-house solution: using embeddable Python libraries like Sling and dlt - both open-source. See https://www.youtube.com/watch?v=gAqOLgG2iYY There is also singer.io which is more of a protocol than a library, but can also be installed although it looks like it is a true community effort and not so well maintained. Source: 5 months ago
  • Data sources episode 2: AWS S3 to Postgres Data Sync using Singer
    Singer is an open-source framework for data ingestion, which provides a standardized way to move data between various data sources and destinations (such as databases, APIs, and data warehouses). Singer offers a modular approach to data extraction and loading by leveraging two main components: Taps (data extractors) and Targets (data loaders). This design makes it an attractive option for data ingestion for... - Source: dev.to / 12 months ago
  • CDC (Change Data Capture) with 3rd party APIs
    Or you could build your own such system and run it on Airflow, Prefect, Dagster, etc. Check out the Singer project for a suite of Python packages designed for such a task. Quality varies greatly, though. Source: over 1 year ago
  • Looking to build a database for BI reports
    This is good advice and I think Airbyte created a great product here. I tried singer.io and pipewise but Airbyte is much better in my opinion and I love the UI. Source: over 2 years ago
  • Recommendation for approach for populating and refreshing new data lake
    Suspect my question should have been regarding FREE systems, rather than BUYING a system. Sounds like singer.io will do what I need. Source: almost 3 years ago
View more

What are some alternatives?

When comparing logstash and Singer, you can also consider the following products

Fluentd - Fluentd is a cross platform open source data collection solution originally developed at Treasure Data.

Apache Camel - Apache Camel is a versatile open-source integration framework based on known enterprise integration patterns.

Datadog - See metrics from all of your apps, tools & services in one place with Datadog's cloud monitoring as a service solution. Try it for free.

Airbyte - Replicate data in minutes with prebuilt & custom connectors

Splunk - Splunk's operational intelligence platform helps unearth intelligent insights from machine data.

Apache Kafka - Apache Kafka is an open-source message broker project developed by the Apache Software Foundation written in Scala.

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