Collectd VS openobserve

Compare Collectd vs openobserve and see what are their differences.

openobserve

πŸš€ 10x easier, πŸš€ 140x lower storage cost, πŸš€ high performance, πŸš€ petabyte scale - Elasticsearch/Splunk/Datadog alternative for πŸš€ (logs, metrics, traces, RUM, Error tracking, Session replay). (by openobserve)
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Collectd openobserve
7 38
2,982 9,437
1.1% 9.0%
9.2 9.9
9 days ago about 3 hours ago
C Rust
GNU General Public License v3.0 or later GNU Affero General Public License v3.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.

Collectd

Posts with mentions or reviews of Collectd. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-09-24.
  • ΞΌMon: Stupid simple monitoring
    12 projects | news.ycombinator.com | 24 Sep 2023
    https://collectd.org/ does the gathering (and writing to RRDTool database, if you so desire) part very well. Many plugins, easy to add more (just return one line of text)

    Still need RRD viewere but that's not a huge stack

    And it scales all the way to hundreds of hosts, as on top of network send/receive of stats it supports few other write formats aside from just RRD files.

  • Post Mortem on Mastodon Outage with 30k users
    4 projects | news.ycombinator.com | 4 Dec 2022
    Then you will have same problems but now you can bother manufacturer about it!

    Also unless there is something horribly wrong about how often data is written, that SSD should run for ages.

    We ran (for a test) consumer SSDs in busy ES cluster and they still lasted like 2 years just fine

    The whole setup was a bit of overcomplicated too. RAID10 with 5+1 or 7+1 (yes Linux can do 7 drive RAID10) with hotspare woud've been entirely fine, easier, and most likely faster. You need backups anyway so ZFS doesn't give you much here, just extra CPU usage

    Either way, monitoring wait per drive (easy way is to just plug collectd [1] into your monitoring stack, it is light and can monitor A TON of different metrics)

    * [1]https://collectd.org/

  • IT Pro Tuesday #217 - Python Frameworks, Logging Tutorial, Android Terminal & More
    1 project | /r/ITProTuesday | 6 Sep 2022
    Collectd pulls metrics from the OS, applications, logfiles and external devices for use in monitoring systems, finding performance bottlenecks and capacity planning. hombre_sabio explains, "Collectd is a tiny daemon that gathers information from a system. It enables mechanisms to collect and observe the values in different techniques. It is an open-source monitoring tool to retrieve and manage SNMP master agents."
  • PHP7.4 Installation Fail
    2 projects | /r/OpenMediaVault | 29 Dec 2021
    Setting up php7.4-fpm (7.4.25-1+deb11u1) ... Job for php7.4-fpm.service failed because a fatal signal was delivered to the co ntrol process. See "systemctl status php7.4-fpm.service" and "journalctl -xe" for details. invoke-rc.d: initscript php7.4-fpm, action "start" failed. ● php7.4-fpm.service - The PHP 7.4 FastCGI Process Manager Loaded: loaded (/lib/systemd/system/php7.4-fpm.service; enabled; vendor pre set: enabled) Active: failed (Result: signal) since Mon 2021-12-27 23:53:51 GMT; 215ms ag o Docs: man:php-fpm7.4(8) Process: 2755 ExecStart=/usr/sbin/php-fpm7.4 --nodaemonize --fpm-config /etc /php/7.4/fpm/php-fpm.conf (code=killed, signal=ILL) Process: 2756 ExecStopPost=/usr/lib/php/php-fpm-socket-helper remove /run/ph p/php-fpm.sock /etc/php/7.4/fpm/pool.d/www.conf 74 (code=exited, status=0/SUCCES S) Main PID: 2755 (code=killed, signal=ILL) CPU: 281ms Dec 27 23:53:51 raspberrypi systemd[1]: Starting The PHP 7.4 FastCGI Process Man ager... Dec 27 23:53:51 raspberrypi systemd[1]: php7.4-fpm.service: Main process exited, code=killed, status=4/ILL Dec 27 23:53:51 raspberrypi systemd[1]: php7.4-fpm.service: Failed with result ' signal'. Dec 27 23:53:51 raspberrypi systemd[1]: Failed to start The PHP 7.4 FastCGI Proc ess Manager. dpkg: error processing package php7.4-fpm (--configure): installed php7.4-fpm package post-installation script subprocess returned error exit status 1 Setting up collectd (5.12.0-7.1) ... Job for collectd.service failed because a fatal signal was delivered to the cont rol process. See "systemctl status collectd.service" and "journalctl -xe" for details. invoke-rc.d: initscript collectd, action "restart" failed. ● collectd.service - Statistics collection and monitoring daemon Loaded: loaded (/lib/systemd/system/collectd.service; enabled; vendor prese t: enabled) Active: activating (auto-restart) (Result: signal) since Mon 2021-12-27 23: 53:52 GMT; 200ms ago Docs: man:collectd(1) man:collectd.conf(5) https://collectd.org Process: 2768 ExecStartPre=/usr/sbin/collectd -t (code=killed, signal=SEGV) CPU: 24ms dpkg: error processing package collectd (--configure): installed collectd package post-installation script subprocess returned error e xit status 1 dpkg: dependency problems prevent configuration of openmediavault: openmediavault depends on collectd; however: Package collectd is not configured yet. dpkg: error processing package openmediavault (--configure): dependency problems - leaving unconfigured Errors were encountered while processing: php7.4-fpm collectd openmediavault E: Sub-process /usr/bin/dpkg returned an error code (1)
  • CPU Performance of a docker minecraft java server on Raspberry Pi 4
    4 projects | /r/admincraft | 4 Oct 2021
    For metrics storage I'm using a Graphite database and the graph UI itself is Grafana. To get these I'm using the Debian repos they supply with mostly off-the-shelf configs. For collecting metrics from the Pi to send to Graphite I use collectd. It has a lot of off-the-shelf plugins you can use to grab metrics like CPU usage & load average, network in/out, memory stats etc. The Minecraft-specific stuff you can get from configuring collectd plugins as well, like the tick lag graph I use the "tail" plugin to follow and parse the server log.
  • Lightweight alternative to Grafana
    2 projects | /r/selfhosted | 29 Mar 2021
    For monitoring, personally I use collectd and Collectd Graph Panel (sadly the latter is abandoned, but it still works fine)

openobserve

Posts with mentions or reviews of openobserve. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-02.
  • Show HN: OneUptime – open-source Datadog Alternative
    7 projects | news.ycombinator.com | 2 Apr 2024
    Lot of interesting OSS observability products coming out in recent years. One of the more impressive(and curious for many reasons) IMHO is OpenObserve: https://github.com/openobserve/openobserve .

    As opposed to just a stack, they are implementing just about the whole backend shebang from scratch.

  • Indexing one petabyte of logs per day with Quickwit
    3 projects | news.ycombinator.com | 23 Mar 2024
    in case it matters to others, https://github.com/openobserve/openobserve/tree/v0.7.0 is the last Apache2 licensed copy before they went AGPL with 0.7.1

    https://github.com/openobserve/openobserve/blob/v0.7.0/.env.... is some "onoz" for me, but just recently someone submitted https://github.com/aenix-io/etcd-operator to the CNCF sandbox so maybe things have gotten better around keeping that PoS alive

  • Apache Superset
    14 projects | news.ycombinator.com | 26 Feb 2024
    eCharts is awesome. We moved from plotly after using it for several months to echarts at https://github.com/openobserve/openobserve and are super happy.
  • Logdy.dev – web based logs viewer UI for local development environment
    5 projects | news.ycombinator.com | 6 Feb 2024
    Wouldn't make more sense to have the same observability stack on production and development? For instance, open-observe is also a single binary that provides UI for logs, metrics and traces, although every log producer would have to be properly configured and routing to it.

    Another idea: maybe chrome dev-tools could be repurposed to display server logs instead of client logs, somehow [2].

    --

    1: https://github.com/openobserve/openobserve

    2: https://chromedevtools.github.io/devtools-protocol/

  • Did OpenTelemetry deliver on its promise in 2023?
    6 projects | news.ycombinator.com | 12 Jan 2024
    It doesn't read from files unfortunately, but https://openobserve.ai/ is very easy to set up locally (single binary) and send otel logs/metrics/traces to.

    Here's how I run it locally for my little shovel project - https://github.com/bbkane/shovel#run-the-webapp-locally-with... .

    Also linked from that README is an Ansible playbook to start OpenObserve as a systems service on a Linux VM.

    Alternatively, see the shovel codebase I linked above for a "stdout" TracerProvider. You could do something like that to save to a file, and then use a tool to prettify the JSON. I have a small script to format json logs at https://github.com/bbkane/dotfiles/blob/2df9af5a9bbb40f2e101...

  • Everything is working :(
    2 projects | /r/selfhosted | 10 Dec 2023
    Implement a monitoring stack, or openobserve for an all-in-one package.
  • Windows alternative to Graylog?
    1 project | /r/sysadmin | 8 Dec 2023
    I would recommend you take a look at OpenObserve (https://github.com/openobserve/openobserve ). It's free and open source and can do all you asked and more with far lower resource utilization. It's the easiest to run of any log system that you can find. Can capture windows and linux logs. Also compresses them heavily (30-60x, YMMV). 100 GB ingested logs can be 3 GB stored.
  • Show HN: Monitor your webapp with minimal setup
    7 projects | news.ycombinator.com | 20 Nov 2023
  • ΞΌMon: Stupid simple monitoring
    12 projects | news.ycombinator.com | 24 Sep 2023
    I have used https://github.com/openobserve/openobserve in several hobby projects and liked it. It's an all-in-one solution. It's likely less featureful than many others but a single binary and everything in one place pulled me in and worked for me so far.

    Not affiliated, I just like the tool.

  • Show HN: HyperDX – open-source dev-friendly Datadog alternative
    12 projects | news.ycombinator.com | 18 Sep 2023
    A good one. A lot is being built on top of clickhouse. I can count at least 3 if not more (hyperdx, signoz and highlight) built on top of clickhouse now.

    We at OpenObserve are solving the same problem but a bit differently. A much simpler solution that anyone can run using a single binary on their own laptop or in a cluster of hundreds of nodes backed by s3. Covers logs, metrics, traces, Session replay, RUM and error tracking are being released by end of the month) - https://github.com/openobserve/openobserve

What are some alternatives?

When comparing Collectd and openobserve you can also consider the following projects:

Telegraf - The plugin-driven server agent for collecting & reporting metrics.

graylog - Free and open log management

prometheus - The Prometheus monitoring system and time series database.

quickwit - Cloud-native search engine for observability. An open-source alternative to Datadog, Elasticsearch, Loki, and Tempo.

Collectl - Extending collectl to send process data to graphite

hyperdx - Resolve production issues, fast. An open source observability platform unifying session replays, logs, metrics, traces and errors powered by Clickhouse and OpenTelemetry.

Statsd - Daemon for easy but powerful stats aggregation

loki - Like Prometheus, but for logs.

Diamond - Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of collecting cpu, memory, network, i/o, load and disk metrics. Additionally, it features an API for implementing custom collectors for gathering metrics from almost any source.

parseable - Parseable is a log analytics system platform for modern, cloud native workloads

Ganglia - Ganglia Web Frontend

manticoresearch - Easy to use open source fast database for search | Good alternative to Elasticsearch now | Drop-in replacement for E in the ELK soon