Hi Guys, I just wanted to clarify one point that I think is lost in this tread. Geo enrichment is NOT a key-value enrichment. It requires a range scan and a join (which is why it's implemented via mySql and not Hbase). To account for this access pattern via a key-value store you would inevitably have to do something funky or in case of Hbase I don't think there is a way to avoid doing a range scan.
With respect to mapdb it only has support for Maps, Sets, Lists, Queues. Are we sure it provides enough functionality for us to do this enrichment? With respect to the Maxmind client, are we sure we can use it on the mySql-backed version of their DB? I thought the Maxmind database itself is proprietary and is something you have to pay for. My understanding is that the client is designed for that proprietary version. I somewhat agree with Matt's point. If mySql is a problem because of licensing, the path of least resistance to remove mySql dependencies would be to simply switch to postgresql. We will always have conventional sql databases in our stack because other big data tools use them. Why not take advantage of them too? Thanks, James 16.01.2017, 12:27, "Matt Foley" <ma...@apache.org>: > Hi Justin, and team, > Several components of the Hadoop Stack utilize a SQL database, usually for > metadata of some sort. Ambari knows this and arranges for them to share a > single database installation (on or off the cluster), unless they explicitly > configure use of different databases (which is allowed for sites that desire > it). Ambari defaults to using PostgreSQL, altho it’s happy to use MySQL, > Oracle, or Microsoft, along with whatever each component historically defined > as their default (such as Derby). > > If we want to start with a replacement of current functionality, I would > suggest switching the default database to PostgreSQL. Replacing fast, > efficient, and proven db services with a file-based api library (but no > standard way to propagate the underlying storage files) seems to me to be > taking a step backwards. > > Sticking with a SQL-based service will surely minimize the amount of code > changes needed. And making the SQL either dialect-independent or capable of > switching among dialects, then enables us to do what the rest of the Hadoop > stack does: allow enterprise customers to substitute Oracle or Microsoft > enterprise-class databases where they wish. Regarding the drivers, we should > study what the other Stack components do; I’m not an expert in those areas. > > Using the same db as the rest of the stack also means administrators can be > confident they’ve set up adequate backup and recovery processes. > All these are valuable reasons not to roll our own storage system for this > enrichment data. IMO, of course. > > Cheers, > --Matt > > On 1/16/17, 9:52 AM, "Kyle Richardson" <kylerichards...@gmail.com> wrote: > > +1 Agree with David's order > > -Kyle > > On Mon, Jan 16, 2017 at 12:41 PM, David Lyle <dlyle65...@gmail.com> wrote: > > > Def agree on the parity point. > > > > I'm a little worried about Supervisor relocations for non-HBase > solutions, > > but having much of the work done for us by MaxMind changes my > preference to > > (in order) > > > > 1) MM API > > 2) HBase Enrichment > > 3) MapDB should the others prove not feasible > > > > > > -D... > > > > > > On Mon, Jan 16, 2017 at 12:15 PM, Justin Leet <justinjl...@gmail.com> > > wrote: > > > > > I definitely agree on checking out the MaxMind API. I'll take a look > at > > > it, but at first glance it looks like it does include everything we > use. > > > Great find, JJ. > > > > > > More details on various people's points: > > > > > > As a note to anyone hopping in, Simon's point on the range lookup vs a > > key > > > lookup is why it becomes a Scan in HBase vs a Get. As an addendum to > > what > > > Simon mentioned, denormalizing is easy enough and turns it into an > easy > > > range lookup. > > > > > > To David's point, the MapDB does require a network hop, but it's once > per > > > refresh of the data (Got a relevant callback? Grab new data, load it, > > swap > > > out) instead of (up to) once per message. I would expect the same to > be > > > true of the MaxMind db files. > > > > > > I'd also argue MapDB not really more complex than refreshing the HBase > > > table, because we potentially have to start worrying about things like > > > hashing and/or indices and even just general data represtation. It's > > > definitely correct that the file processing has to occur on either > path, > > so > > > it really boils down to handling the callback and reloading the file > vs > > > handling some of the standard HBasey things. I don't think either is > an > > > enormous amount of work (and both are almost certainly more work than > > > MaxMind's API) > > > > > > Regarding extensibility, I'd argue for parity with what we have first, > > then > > > build what we need from there. Does anybody have any disagreement with > > > that approach for right now? > > > > > > Justin > > > > > > On Mon, Jan 16, 2017 at 12:04 PM, David Lyle <dlyle65...@gmail.com> > > wrote: > > > > > > > It is interesting- save us a ton of effort, and has the right > license. > > I > > > > think it's worth at least checking out. > > > > > > > > -D... > > > > > > > > > > > > On Mon, Jan 16, 2017 at 12:00 PM, Simon Elliston Ball < > > > > si...@simonellistonball.com> wrote: > > > > > > > > > I like that approach even more. That way we would only have to > worry > > > > about > > > > > distributing the database file in binary format to all the > supervisor > > > > nodes > > > > > on update. > > > > > > > > > > It would also make it easier for people to switch to the > enterprise > > DB > > > > > potentially if they had the license. > > > > > > > > > > One slight issue with this might be for people who wanted to > extend > > the > > > > > database. For example, organisations may want to add > geo-enrichment > > to > > > > > their own private network addresses based modified versions of the > > geo > > > > > database. Currently we don’t really allow this, since we hard-code > > > > ignoring > > > > > private network classes into the geo enrichment adapter, but I can > > see > > > a > > > > > case where a global org might want to add their own ranges and > > > locations > > > > to > > > > > the data set. Does that make sense to anyone else? > > > > > > > > > > Simon > > > > > > > > > > > > > > > > On 16 Jan 2017, at 16:50, JJ Meyer <jjmey...@gmail.com> wrote: > > > > > > > > > > > > Hello all, > > > > > > > > > > > > Can we leverage maxmind's Java client ( > > > > > > https://github.com/maxmind/GeoIP2-java/tree/master/src/ > > > > > main/java/com/maxmind/geoip2) > > > > > > in this case? I believe it can directly read maxmind file. Plus > I > > > think > > > > > it > > > > > > also has some support for caching as well. > > > > > > > > > > > > Thanks, > > > > > > JJ > > > > > > > > > > > > On Mon, Jan 16, 2017 at 10:32 AM, Simon Elliston Ball < > > > > > > si...@simonellistonball.com> wrote: > > > > > > > > > > > >> I like the idea of MapDB, since we can essentially pull an > > instance > > > > into > > > > > >> each supervisor, so it makes a lot of sense for relatively > small > > > > scale, > > > > > >> relatively static enrichments in general. > > > > > >> > > > > > >> Generally this feels like a caching problem, and would be for a > > > simple > > > > > >> key-value lookup. In that case I would agree with David Lyle on > > > using > > > > > HBase > > > > > >> as a source or truth and relying on caching. > > > > > >> > > > > > >> That said, GeoIP is a different lookup pattern, since it’s a > range > > > > > lookup > > > > > >> then a key lookup (or if we denormalize the MaxMind data, just > a > > > range > > > > > >> lookup) for that kind of thing MapDB with something like the > BTree > > > > > seems a > > > > > >> good fit. > > > > > >> > > > > > >> Simon > > > > > >> > > > > > >> > > > > > >>> On 16 Jan 2017, at 16:28, David Lyle <dlyle65...@gmail.com> > > wrote: > > > > > >>> > > > > > >>> I'm +1 on removing the MySQL dependency, BUT - I'd prefer to > see > > it > > > > as > > > > > an > > > > > >>> HBase enrichment. If our current caching isn't enough to > mitigate > > > the > > > > > >> above > > > > > >>> issues, we have a problem, don't we? Or do we not recommend > HBase > > > > > >>> enrichment for per message enrichment in general? > > > > > >>> > > > > > >>> Also- can you elaborate on how MapDB would not require a > network > > > hop? > > > > > >>> Doesn't this mean we would have to sync the enrichment data to > > each > > > > > Storm > > > > > >>> supervisor? HDFS could (probably would) have a network hop > too, > > no? > > > > > >>> > > > > > >>> Fwiw - > > > > > >>> "In its place, I've looked at using MapDB, which is a really > easy > > > to > > > > > use > > > > > >>> library for creating Java collections backed by a file (This > is > > > NOT a > > > > > >>> separate installation of anything, it's just a jar that > manages > > > > > >> interaction > > > > > >>> with the file system). Given the slow churn of the GeoIP files > > (I > > > > > >> believe > > > > > >>> they get updated once a week), we can have a script that can > be > > run > > > > > when > > > > > >>> needed, downloads the MaxMind tar file, builds the MapDB file > > that > > > > will > > > > > >> be > > > > > >>> used by the bolts, and places it into HDFS. Finally, we > update a > > > > > config > > > > > >> to > > > > > >>> point to the new file, the bolts get the updated config > callback > > > and > > > > > can > > > > > >>> update their db files. Inside the code, we wrap the MapDB > > portions > > > > to > > > > > >> make > > > > > >>> it transparent to downstream code." > > > > > >>> > > > > > >>> Seems a bit more complex than "refresh the hbase table". > Afaik, > > > > either > > > > > >>> approach would require some sort of translation between GeoIP > > > source > > > > > >> format > > > > > >>> and target format, so that part is a wash imo. > > > > > >>> > > > > > >>> So, I'd really like to see, at least, an attempt to leverage > > HBase > > > > > >>> enrichment. > > > > > >>> > > > > > >>> -D... > > > > > >>> > > > > > >>> > > > > > >>> On Mon, Jan 16, 2017 at 11:02 AM, Casey Stella < > > ceste...@gmail.com > > > > > > > > > >> wrote: > > > > > >>> > > > > > >>>> I think that it's a sensible thing to use MapDB for the geo > > > > > enrichment. > > > > > >>>> Let me state my reasoning: > > > > > >>>> > > > > > >>>> - An HBase implementation would necessitate a HBase scan > > > possibly > > > > > >>>> hitting HDFS, which is expensive per-message. > > > > > >>>> - An HBase implementation would necessitate a network hop and > > > MapDB > > > > > >>>> would not. > > > > > >>>> > > > > > >>>> I also think this might be the beginning of a more general > > purpose > > > > > >> support > > > > > >>>> in Stellar for locally shipped, read-only MapDB lookups, > which > > > might > > > > > be > > > > > >>>> interesting. > > > > > >>>> > > > > > >>>> In short, all quotes about premature optimization are sure to > > > apply > > > > to > > > > > >> my > > > > > >>>> reasoning, but I can't help but have my spidey senses tingle > > when > > > we > > > > > >>>> introduce a scan-per-message architecture. > > > > > >>>> > > > > > >>>> Casey > > > > > >>>> > > > > > >>>> On Mon, Jan 16, 2017 at 10:53 AM, Dima Kovalyov < > > > > > >> dima.koval...@sstech.us> > > > > > >>>> wrote: > > > > > >>>> > > > > > >>>>> Hello Justin, > > > > > >>>>> > > > > > >>>>> Considering that Metron uses hbase tables for storing > > enrichment > > > > and > > > > > >>>>> threatintel feeds, can we use Hbase for geo enrichment as > well? > > > > > >>>>> Or MapDB can be used for enrichment and threatintel feeds > > instead > > > > of > > > > > >>>> hbase? > > > > > >>>>> > > > > > >>>>> - Dima > > > > > >>>>> > > > > > >>>>> On 01/16/2017 04:17 PM, Justin Leet wrote: > > > > > >>>>>> Hi all, > > > > > >>>>>> > > > > > >>>>>> As a bit of background, right now, GeoIP data is loaded > into > > and > > > > > >>>> managed > > > > > >>>>> by > > > > > >>>>>> MySQL (the connectors are LGPL licensed and we need to > sever > > our > > > > > Maven > > > > > >>>>>> dependency on it before next release). We currently depend > on > > > and > > > > > >>>> install > > > > > >>>>>> an instance of MySQL (in each of the Management Pack, > Ansible, > > > and > > > > > >>>> Docker > > > > > >>>>>> installs). In the topology, we use the JDBCAdapter to > connect > > to > > > > > MySQL > > > > > >>>>> and > > > > > >>>>>> query for a given IP. Additionally, it's a single point of > > > > failure > > > > > >> for > > > > > >>>>>> that particular enrichment right now. If MySQL is down, geo > > > > > >> enrichment > > > > > >>>>>> can't occur. > > > > > >>>>>> > > > > > >>>>>> I'm proposing that we eliminate the use of MySQL entirely, > > > through > > > > > all > > > > > >>>>>> installation paths (which, unless I missed some, includes > > > Ansible, > > > > > the > > > > > >>>>>> Ambari Management Pack, and Docker). We'd do this by > dropping > > > all > > > > > the > > > > > >>>>>> various MySQL setup and management through the code, along > > with > > > > all > > > > > >> the > > > > > >>>>>> DDL, etc. The JDBCAdapter would stay, so that anybody who > > wants > > > > to > > > > > >>>> setup > > > > > >>>>>> their own databases for enrichments and install connectors > is > > > able > > > > > to > > > > > >>>> do > > > > > >>>>> so. > > > > > >>>>>> > > > > > >>>>>> In its place, I've looked at using MapDB, which is a really > > easy > > > > to > > > > > >> use > > > > > >>>>>> library for creating Java collections backed by a file > (This > > is > > > > NOT > > > > > a > > > > > >>>>>> separate installation of anything, it's just a jar that > > manages > > > > > >>>>> interaction > > > > > >>>>>> with the file system). Given the slow churn of the GeoIP > > files > > > (I > > > > > >>>>> believe > > > > > >>>>>> they get updated once a week), we can have a script that > can > > be > > > > run > > > > > >>>> when > > > > > >>>>>> needed, downloads the MaxMind tar file, builds the MapDB > file > > > that > > > > > >> will > > > > > >>>>> be > > > > > >>>>>> used by the bolts, and places it into HDFS. Finally, we > > update > > > a > > > > > >>>> config > > > > > >>>>> to > > > > > >>>>>> point to the new file, the bolts get the updated config > > callback > > > > and > > > > > >>>> can > > > > > >>>>>> update their db files. Inside the code, we wrap the MapDB > > > > portions > > > > > to > > > > > >>>>> make > > > > > >>>>>> it transparent to downstream code. > > > > > >>>>>> > > > > > >>>>>> The particularly nice parts about using MapDB are that its > > ease > > > of > > > > > use > > > > > >>>>> plus > > > > > >>>>>> it offers the utilities we need out of the box to be able > to > > > > support > > > > > >>>> the > > > > > >>>>>> operations we need on this (Keep in mind the GeoIP files > use > > IP > > > > > ranges > > > > > >>>>> and > > > > > >>>>>> we need to be able to easily grab the appropriate range). > > > > > >>>>>> > > > > > >>>>>> The main point of concern I have about this is that when we > > grab > > > > the > > > > > >>>> HDFS > > > > > >>>>>> file during an update, given that multiple JVMs can be > > running, > > > we > > > > > >>>> don't > > > > > >>>>>> want them to clobber each other. I believe this can be > avoided > > > by > > > > > >>>> simply > > > > > >>>>>> using each worker's working directory to store the file > (and > > > > > >>>>> appropriately > > > > > >>>>>> ensure threads on the same JVM manage multithreading). This > > > > should > > > > > >>>> keep > > > > > >>>>>> the JVMs (and the underlying DB files) entirely > independent. > > > > > >>>>>> > > > > > >>>>>> This script would get called by the various installations > > during > > > > > >>>> startup > > > > > >>>>> to > > > > > >>>>>> do the initial setup. After install, it can then be called > on > > > > > demand > > > > > >>>> in > > > > > >>>>>> order. > > > > > >>>>>> > > > > > >>>>>> At this point, we should be all set, with everything > running > > and > > > > > >>>>> updatable. > > > > > >>>>>> > > > > > >>>>>> Justin > > > > > >>>>>> > > > > > >>>>> > > > > > >>>>> > > > > > >>>> > > > > > >> > > > > > >> > > > > > > > > > > > > > > > > > > > ------------------- Thank you, James Sirota PPMC- Apache Metron (Incubating) jsirota AT apache DOT org
