Influx vs Prometheus vs Timescale

Ғылым және технология

Influxdb vs Prometheus vs Timescaledb. We'll cover timeseries databases (TSDBs) and metric collection, along with a quick intro to influx and telegraf.
A comparison of different approaches and what you can expect from each one. Stay tuned for part 2.
00:00 Intro
00:15 Definition of TSDBs
01:45 Push vs Pull
09:00 Counters
11:00 Datatypes & Pushgateway
15:15 CNCF vs Influxdata
16:13 Easiest to start
16:35 Additional Features we'll cover
17:30 TimescaleDB
19:49 Coming Soon

Пікірлер: 68

  • @kieranthompson172
    @kieranthompson1722 жыл бұрын

    Honestly quite helpful with the decision I was try to make. I'll be integrating Influx after reading some articles and enjoying this explanation.

  • @andydataguy
    @andydataguy2 жыл бұрын

    So excited for the Flux videos!! 🙌🏾🙏🏾

  • @Danielo515
    @Danielo5158 ай бұрын

    It's impressive how within the first 10 minutes you clarified all my doubts about influx vs prometheus

  • @pooyakoosha8516
    @pooyakoosha85162 жыл бұрын

    Great video! Please keep it going with a advance tutorial/dive into InfluxDB. Looking forward for it

  • @banzooiebooie
    @banzooiebooie Жыл бұрын

    Great video, I hope you will do more of them!

  • @felipef6300
    @felipef63007 ай бұрын

    Really thanks for this master class! You've spoken for clear way

  • @reibax
    @reibax Жыл бұрын

    Very educational! Thank you very much for sharing your expertise!

  • @VaibhavPatil-rx7pc
    @VaibhavPatil-rx7pc11 ай бұрын

    You are the champ, fantastic explanation!!, nice t-shirt by the way !!

  • @ZombiecowCast
    @ZombiecowCast9 ай бұрын

    Fantastic video. Helped with my second guessing

  • @nosh3019
    @nosh3019 Жыл бұрын

    very useful and clearly explained! Thanks a bunch!

  • @andydataguy
    @andydataguy2 жыл бұрын

    Great video!

  • @pratyush__agarwal
    @pratyush__agarwal Жыл бұрын

    Crisp and precise

  • @LucasRibeiro
    @LucasRibeiro Жыл бұрын

    Super content!

  • @mateusztenteges3244
    @mateusztenteges32448 ай бұрын

    I would need those next videos :D

  • @Caarve
    @Caarve2 жыл бұрын

    Great video

  • @vinitrinh
    @vinitrinh2 жыл бұрын

    Appreciate the comparisons especially the section specifically on TimescaleDB. My feeling is that TimescaleDB is a lot easier to adopt when the company has a lot of old-school engineers who also want the relational data model that InfluxDB does not have.

  • @Gabzim

    @Gabzim

    2 жыл бұрын

    Yeah that’s precisely why I wanted to try it, it feels like the path of least resistance. Although, if I have to pick one as the one I feel has the most potential to grow and dominate, I think it’ll be influx, it’s just my hunch though.

  • @Climate_Action_Pakistan
    @Climate_Action_Pakistan3 ай бұрын

    Looking forward to you flux videoes

  • @aronkoffler
    @aronkoffler2 жыл бұрын

    very, very, very good content and clear explanation! Great selection of behavior/characteristics to emphasize as a mature professional should be able to advise! thank you so much! also: nice shirt!

  • @Gabzim

    @Gabzim

    2 жыл бұрын

    Thank you for taking the time and leaving a compliment! I’ll make more videos when I’m back from my trip

  • @marioclavijo1283
    @marioclavijo12838 ай бұрын

    thank you!

  • @progressiveways917
    @progressiveways9172 жыл бұрын

    appreciate it..thank you :)

  • @mlkvdev
    @mlkvdev2 жыл бұрын

    Thank you

  • @marcosissler
    @marcosissler2 жыл бұрын

    Nice explanation Gabriel. Thank you for your dedication. I saw some projects using the timescaleDB when fetching cryptocurrency data. I saw some comparison with influx, prometheus, benchmarks. I think is a good option!

  • @Gabzim

    @Gabzim

    2 жыл бұрын

    TimescaleDB is the one I have little experience with, though it’s the one I wanted to use, it’s a pity that managed Postgres in AWS doesn’t support it and my company is too large to move all the parts to sign a new contract.

  • @Gabzim

    @Gabzim

    2 жыл бұрын

    Having said that, my experience with influx so far is great. Nice performance, flux is easy once you get it. Curious to see what influx IOx can do.

  • @stevehan7734
    @stevehan77342 жыл бұрын

    This is great and helpful. Have you by chance looked at the AWS time-series database, Timestream? How would you compare them?

  • @Gabzim

    @Gabzim

    2 жыл бұрын

    Hey thanks for the comment! I haven't had the chance yet. My guess is that with SQL query language it's going to be more accessible for developers. One of the biggest barriers I have in my company with influx or prometheus is explaining how they must create their schema to avoid cardinality in tags/labels and the query language (flux/promql)

  • @rohithsrivathsav6110
    @rohithsrivathsav6110 Жыл бұрын

    Great video! Quick question - to query the blockchain periodically and get token balances, would you recommend timeseriesDB or influxDB? It's somewhat similar a stock price ticker data, but frequency would be once a day/week/month.

  • @Gabzim

    @Gabzim

    Жыл бұрын

    I like influx a lot so I’m biased. In this case I think either one would work fine, I personally would go for influx. Even Prometheus gauges here would be fine since you are ok with just periodic data.

  • @gabrielsilveyra7024
    @gabrielsilveyra70242 жыл бұрын

    Me gustó. Cuando puedas los TIPS de FLUX... Likes asegurados

  • @Gabzim

    @Gabzim

    2 жыл бұрын

    Les debo ese video hace mucho. Estoy cerrando una release y me pongo a grabar

  • @GA-pk1jr
    @GA-pk1jr2 жыл бұрын

    Very good explanation! What software do you use to edit your video?

  • @Gabzim

    @Gabzim

    2 жыл бұрын

    Hey thanks! appreciate the compliment. I’m using Final Cut Pro, but it’s overkill for the kind of editing that I do. I should have gone for a simpler tool. I use like 0.5% of the features it has.

  • @GA-pk1jr

    @GA-pk1jr

    2 жыл бұрын

    @@Gabzim i get you, but i think most tools out there are pretty overkills, although tbh Final Cut Pro is pretty simple and straightforward to use Keep the videos coming!

  • @prakritidevverma4315
    @prakritidevverma43152 жыл бұрын

    Can you recommend which database should I use storing stock market data.?

  • @Gabzim

    @Gabzim

    2 жыл бұрын

    I’d use influx for that.

  • @Gabzim

    @Gabzim

    2 жыл бұрын

    Flux also has other features that will be very useful for analyzing that data. Stick around, I’ll make a video on that.

  • @prakritidevverma4315

    @prakritidevverma4315

    2 жыл бұрын

    @@Gabzim thanks man! Great video btw 👍🏿

  • @giridhart

    @giridhart

    2 жыл бұрын

    @@Gabzim thank you, waiting for the next

  • @javierenlanube

    @javierenlanube

    Жыл бұрын

    I'd go with QuestDB, which was designed specifically for this use case. It is used now for every kind of time-series data, but fintech/trading/crypto are some of the more popular use cases amongst its users

  • @MocroBorsato
    @MocroBorsato2 жыл бұрын

    Hi man, what program did you use for drawing?

  • @MocroBorsato

    @MocroBorsato

    2 жыл бұрын

    Ah seems to be something of ios.. Anyways great explanation keep it up

  • @Gabzim

    @Gabzim

    2 жыл бұрын

    GoodNotes and I just record my screen

  • @johndoes461
    @johndoes4612 жыл бұрын

    omg, I'm trying to learn the basics of a tsd and there is so much awful content out there. Then I find this video and this guy should be a teacher/professor as he breaks it down and explains it like I'm a 5 year old which is exactly what I was looking for. Sampling isn't explained very well even in the influx and grafana docs. Thank you for this video! (I even bought a udemy course on Grafana and although it's good, he assumes you already know all of what you are covering in this video)

  • @Gabzim

    @Gabzim

    2 жыл бұрын

    They Tom thanks for the kind words and I’m glad it’s helping you. I had a very complete series planned for this topic using examples from my real job. Unfortunately I’m a bit of an introvert so it takes a lot of energy for me to record myself and talk to a camera, I’ll try to put a bit more effort in if people find these helpful

  • @johndoes461

    @johndoes461

    2 жыл бұрын

    @@Gabzim I think the use of Grafana for BI is gaining popularity and observability is the new trend right now. TSDBs can be very confusing and intimidating and this comes from a guy that has been doing rdbms for 20+ years. People really just want a BI/reporting/visualization tool that is dead simple and they can generate pretty graphs/dashboads in minutes and not have to steep learning curve such as power bi/tableau/looker. Looking forward to your next videos.

  • @Gabzim

    @Gabzim

    2 жыл бұрын

    @Tom N agree, I’ll try to make a couple this week. Thanks for the support.

  • @devrub623
    @devrub623 Жыл бұрын

    You can also push data with Prometheus

  • @Gabzim

    @Gabzim

    Жыл бұрын

    if you mean via the push gateway i’d say “kind of”. you can push it to the push gateway but then that gets scraped by prometheus. if you mean you can push granular data in between scraping intervals i haven’t seen that.

  • @user-sv7bx6gn8n9
    @user-sv7bx6gn8n92 жыл бұрын

    Which TSDB is suitable for tick data of stock market?

  • @Gabzim

    @Gabzim

    2 жыл бұрын

    Of the three, influx is the one I’d personally recommend. You can’t push data to Prometheus so you’ll lose resolution.

  • @Gabzim

    @Gabzim

    2 жыл бұрын

    In addition, flux has multiple functions that are useful for processing moving averages, predictions etc

  • @andys-channel
    @andys-channel8 ай бұрын

    in your limitation example of prometheus, why wouldn't you store the filename as a label (or dimension depending on terminology)?

  • @Gabzim

    @Gabzim

    8 ай бұрын

    Because then each file would create a new metric with a single data point, after a while this would really wreck your performance and you’d need to accommodate for this in your queries. Labels have to have a low cardinality

  • @andys-channel

    @andys-channel

    8 ай бұрын

    @@Gabzim labels are used like that in loads of places though, and pretty common right? e.g. node exporter, so it is possible, but like with all prometheus metrics, you just have to be wary of cardinality - though it feels like the same could be said when comparing to some downsides of SQL based systems - just feels like in this case its maybe a bad example to give of something you can't do in prometheus, when you can? Side note - really like your drawings, it fits in really well with the video as you explain stuff.

  • @Scott_Stone
    @Scott_Stone Жыл бұрын

    Wow, man, where are you? This video is so good but you haven't posted anything after this one.

  • @Gabzim

    @Gabzim

    Жыл бұрын

    Hey brother, sorry about that. My life changed radically and I’ve been very bad at heading a company plus being a father plus KZread. I really should organize things and get this done.

  • @Gabzim

    @Gabzim

    Жыл бұрын

    Really appreciate the kind words btw

  • @ashishposte8192
    @ashishposte8192 Жыл бұрын

    What about we losing counter because of the service which generate the counter get restarted . Its with respect to the pull model of Prometheus

  • @Gabzim

    @Gabzim

    Жыл бұрын

    That's ok because, when you query the data, the rate operation in prometheus takes this into account. Let's say you have a counter that goes like: 1, 3, 5, 8, 10, 2. That last 2 is "wrong" in the sense that a counter should always increase, so rate will look at the data like: 1, 3, 5, 8, 10, 12 (roughly speaking) and will calculate the rate from there.

  • @jerkerj
    @jerkerj Жыл бұрын

    What happened to the next video? =)

  • @Gabzim

    @Gabzim

    Жыл бұрын

    Sorry, I switched jobs and started a side project and I couldn’t keep up with everything, I’m hoping to take some time off soon and make videos

  • @ErikS-
    @ErikS- Жыл бұрын

    the titles should be "influx vs prometheus". Timescale isnt being discussed in a decent way here.

  • @Gabzim

    @Gabzim

    Жыл бұрын

    Valid point, sorry about that.

  • @larsvontrierpung9337
    @larsvontrierpung9337 Жыл бұрын

    graphite

  • @ElectrickSoundz
    @ElectrickSoundz Жыл бұрын

    🎉😂❤🎉😮😂❤😊😊😊😮😂

  • @HM-vf8vh
    @HM-vf8vh Жыл бұрын

    pull not poll

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