Bamboo: An open-source real-time data analysis system(bamboo.io)
bamboo.io
Bamboo: An open-source real-time data analysis system
http://bamboo.io/docs/index.html
16 comments
The name is not a good choice I believe as Atlassian's CI system is called the same.
Hi sz4kerto, writer of bamboo here, I agree that the name's clashing with other tools' names makes it a poor choice. Because bamboo was a prototype and initially for internal use we did not do a lot of name research and were not aware of those other tools when we chose the name, maybe we will rename it once it hits beta.
We chose the name bamboo because it uses pandas as the processing engine.
We chose the name bamboo because it uses pandas as the processing engine.
Also conflicts with BambooHR[1]. It'd be conceivable that a tech shop use all 3.
[1]: http://www.bamboohr.com/
[1]: http://www.bamboohr.com/
They also have Stash, which is named after the "git stash" command. I guess we can just call the CI system, Atlassian Bamboo.
Yes, and while Atlassian's Stash bears the same name as the git command, bamboo.io has nothing to do with continuous integration or Wacom tablets or any such related software. I'm going to keep calling Bamboo bamboo and if I ever need to refer to this project, I'll call it bamboo.io.
Wacom also has a whole product line called bamboo. Not software though, but still a common name in tech.
Well, most good names are taken. Atlassian Bamboo is not that popular anyway.
I'm currently really struggling against the limits of my analytics provider(mixpanel) and this looks like it might be a great alternative(we've already built our own GUI on top of mixpanels engine). I don't recall seeing any similar projects, have I missed a good one or is this the first of a new breed?
Currently evaluating mixpanel... curious what you are you struggling with?
Admittedly it's a fairly advanced usage for analytics, but the limitation we've found is that you can only use one value as a unique identifier e.g. you use a user's account number as a unique id for a visit but then if you want to calculate the conversion rate in a funnel all visits by that user have the same id and so there's no way to calculate the conversion rates per visit. It means you have to choose your events and properties incredibly carefully and often it means you have to record the same events multiple times with different values just so that you can run the calculations in the right way. This would be fine except that mixpanel isn't exactly cheap per data point.
Beyond this the other major sticking point is that you can't update data points. You have to get them right first time otherwise you need to blow the whole database away and start again. Depending on your requirements this can be an absolute killer. We've now resorting to using a version id in the event names so that we can blow the old series away (via hiding) and then repopulate using fresh data, far from ideal.
It's really frustrating because overall I think mixpanel has a fantastic product. Not being able to update data points and only being able to use one property as a unique identifier is proving to be a real PITA though. People have been asking for these things for years as well and there just doesn't seem to be any willingness in the team to address these fairly fundamental issues. I'd absolutely love to keep using them but having seen bamboo.io it's starting to get more difficult to justify the loyalty.
Beyond this the other major sticking point is that you can't update data points. You have to get them right first time otherwise you need to blow the whole database away and start again. Depending on your requirements this can be an absolute killer. We've now resorting to using a version id in the event names so that we can blow the old series away (via hiding) and then repopulate using fresh data, far from ideal.
It's really frustrating because overall I think mixpanel has a fantastic product. Not being able to update data points and only being able to use one property as a unique identifier is proving to be a real PITA though. People have been asking for these things for years as well and there just doesn't seem to be any willingness in the team to address these fairly fundamental issues. I'd absolutely love to keep using them but having seen bamboo.io it's starting to get more difficult to justify the loyalty.
there is also LIBRE = Libre Information Batch Restructuring Engine
https://github.com/commonwealth-of-puerto-rico/libre/
What am I missing on the example [1] page? It claims to be interactive, but all I see is a static map image.
1. http://bamboo.io/docs/examples.html#an-interactive-map-of-th...
1. http://bamboo.io/docs/examples.html#an-interactive-map-of-th...
Hi alphakappa, we had used an image because the original did not have a permanent home, but now it does. The image is now replaced with an iframe, http://bamboo.io/docs/examples.html#an-interactive-map-of-th..., also here is the map site http://sel-columbia.github.io/egypt-2012/
I meant to say, this project is probably excellent idea struggling to get across... now I see it is open source.
It could use site that would explain faster what it does and to whom it is targeted for. There is definitely need for this, this just needs to be presented better.
It could use site that would explain faster what it does and to whom it is targeted for. There is definitely need for this, this just needs to be presented better.
how is the data stored, is it just aggregated with mongodb's "aggregate" command?
Hi lerchmo, writer of bamboo here, the data is stored column-wise in mongo, aggregates are calculated with pandas, hence the name of the library. This is a prototype and using pandas let us quickly perform many common statistical operations. In a future version we plan to decouple the processing engine so we can push calculations into the db layer as appropriate.