Logstash
meltano
Our great sponsors
| Logstash | meltano | |
|---|---|---|
| 5 | 10 | |
| 13,984 | - | |
| 0.5% | - | |
| 9.6 | - | |
| 6 days ago | - | |
| Java | ||
| GNU General Public License v3.0 or later | - |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Logstash
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Simple way to centralize my server logs?
There are probably too many to chose from. Logstash, Promtail, Vector, Filebeat, FluentD, Logagent and probably many more
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Help with parsing log in logstash into uniqe lines
https://github.com/elastic/logstash/issues/1650 See if this works.
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Looking for open source projects that use data pipelines and big data flows
Is logstash the kind of project you are looking for? https://github.com/elastic/logstash
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Top Observability tools for DevOps Engineers and SREs
Logstash is completely free and the source code is available freely on GitHub.
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Disable Console Output in Logstash 7.10
What log level are you set to in logstash.yml? The default log level is "info" which is pretty chatty. I set mine to "error". See https://github.com/elastic/logstash/blob/master/config/logstash.yml#L248.
meltano
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Personal Project Guidance
I would use something like meltano or airbyte, but if you really want to use Lambda for extraction I'd say there is no point spinning up a Redshift cluster just for that, Athena would be the way to go and you can use dbt pretty nicely with it and it would keep costs down.
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Open source contributions for a Data Engineer?
Airbyte and Singer/Meltano if you want to learn more about ingestion pipelines. Airbyte and Meltano teams are very welcoming. SQLfluff a shiny SQL linter. Beautiful project with awesome maintainers.
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Looking for open source projects that use data pipelines and big data flows
I know really sure if this is what are you looking for, but take a look at Meltano
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Meltano ELT: Open-Source DataOps for the DevOps Era
I'm not aware of any. I did just open this issue[0] in the Meltano project to open discussion with the team/community. It could be an interesting iteration on the Singer Spec[1] if we find that users are interested in it and it helps solve some bottleneck challenges.
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Meltano: ELT for the DevOps era — Open source, self-hosted, CLI-first, debuggable, and extensible
Good point! As expected, there's an issue about adding it already: https://gitlab.com/meltano/meltano/-/issues/1175
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Launch HN: Airbyte (YC W20) – Open-Source ELT (Fivetran/Stitch Alternative)
At GitLab, we're not ready to give up on the Singer spec, community, and ecosystem yet, which is why I've been working on Meltano for the past year: https://meltano.com/
We think that the biggest things holding back Singer are the lack of documentation and tooling around taking existing taps and targets to production, and around building, debugging, maintaining, and testing new or existing high-quality taps and targets.
Meltano itself addresses the first problem, and provides a robust and reliable platform for building, running & orchestrating Singer- and dbt-based ELT pipelines.
At the same time, we have been working with some members of the community on a new framework for building taps and targets: https://gitlab.com/meltano/meltano/-/issues/2401, which we have decided to call the Singer SDK: https://gitlab.com/meltano/singer-sdk
What are some alternatives?
Logback - The reliable, generic, fast and flexible logging framework for Java.
airbyte - The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.
Apache Log4j 2 - Apache Log4j 2 is a versatile, feature-rich, efficient logging API and backend for Java.
dagster - An orchestration platform for the development, production, and observation of data assets.
nifi - Apache NiFi
pipelinewise - Data Pipeline Framework using the singer.io spec
graylog - Free and open log management
Flume - Mirror of Apache Flume
Prefect - The easiest way to build, run, and monitor data pipelines at scale.
Logbook - An extensible Java library for HTTP request and response logging
pipelinewise-tap-mssql - Pipelinewise tap for Microsoft SQL Server