I noticed the new Deep Learning module has a new requirement to install the Keras and Tensorflow python modules. Could someone please point me at the user documents listing this new requirement and any pointer how to install these modules? I was surprised I didn't see a mention of this new requirement in the Release Notes ( https://cwiki.apache.org/confluence/display/MADLIB/MADlib+1.16). I was able to install the packages because I know how. I'm more looking for the documentation for users of this new module.
Thanks, -=ed espino On Tue, Jul 2, 2019 at 5:01 PM Domino Valdano <[email protected]> wrote: > [Resending with amended Subject line] > > Hello Apache MADlib community, > > This is the vote for Apache MADlib 1.16 Release (RC2). It provides the > source release tarball and convenience binaries. > > Changes from RC1: > > - Extraneous files removed from DMG package > - Support for gpdb6 removed from RPM & DEB packages > - gpdb5 RPM package built on Centos 7 instead of Centos 6 > - RPM package now compiled with gcc 4.8 instead of gcc 6.2 > > The vote will run for at least 72 hours and will close on Saturday > July 6, 2019 @ 0:00 UTC (Friday July 5, 2019 @ 17:00 PDT). > A minimum of 3 binding +1 votes and more binding +1 than > binding -1 are required to pass. > > The main goals of this release are: > > New features: > - Deep learning: support for Keras with TensorFlow backend with GPU > - acceleration (MADLIB-1268, MADLIB-1304, MADLIB-1305, MADLIB-1307, > MADLIB-1308, MADLIB-1309, MADLIB-1310, MADLIB-1311, MADLIB-1313, > MADLIB-1314, MADLIB-1315, MADLIB-1316, MADLIB-1319, MADLIB-1321, > MADLIB-1326, MADLIB-1330, MADLIB-1335, MADLIB-1336, MADLIB-1338, > MADLIB-1343, MADLIB-1348, MADLIB-1349, MADLIB-1350, MADLIB-1356, > MADLIB-1357, MADLIB-1358, MADLIB-1324, MADLIB-1337, MADLIB-1347, > MADLIB-1363) > - Deep learning: utility to load model architectures and weights > (MADLIB-1306) > - Deep learning: preprocess images for gradient descent optimization > algorithms (MADLIB-1290, MADLIB-1332, MADLIB-1334, MADLIB-1300, > MADLIB-1303) > - kd-tree method for k-nearest neighbors for faster approximate > solution (MADLIB-1061, MADLIB-1293) > - Support for Greenplum 6 (MADLIB-1298) > - Support for PostgreSQL 11 (MADLIB-1283) > > Bug fixes: > - Jaccard distance not releasing memory (MADLIB-1291) > - MLP with minibatching fails on postgres (MADLIB-1302) > - MLP does not stop even after tolerance reached (MADLIB-1325) > - MLP warm start not working (MADLIB-1329) > - MLP with minibatch fails for integer dependent variable on PostgreSQL > (MADLIB-1322) > - MLP fix column name in output table (MADLIB-1323) > - Pivot: Fix array_agg + distinct scaling issue on gpdb (MADLIB-1361) > - linregr_train fails when dependent variable is a JSONB element > (MADLIB-1284) > - MADLib 1.15 does not recognize Postgres 10 declarative partitioned > table (MADLIB-1287) > - Encoding module is not handling bigint properly (MADLIB-1295) > - SVM class_weight param not working properly (MADLIB-1346) > > Other: > - Simplify maintenance via removing online examples from sql functions > (MADLIB-1260) > - Improve performance for weakly connected components (MADLIB-1320) > - SVD minor messaging inprovements (MADLIB-983) > - Create SQL scripts to get lists of changed UDOs and UDOCs > (MADLIB-1281) > - Set max itemset size to 10 by default in assoc rules (MADLIB-1288) > - Misc messages for 1.16 release (MADLIB-1364) > - Madlib 1.16 release tasks (MADLIB-1362) > > 1.16 docs available here: > http://madlib.apache.org/docs/rc/index.html > > For additional information, please see: > https://cwiki.apache.org/confluence/display/MADLIB/MADlib+1.16 > > Here are the release artifact details: > > Source release tag to be voted on: rc/1.16-rc2, located here: > > https://git-wip-us.apache.org/repos/asf?p=madlib.git;a=tag;h=refs/tags/rc/1.16-rc2 > > Source release tarball can be retrieved from the following locations: > Package: > > https://dist.apache.org/repos/dist/dev/madlib/1.16.RC2/apache-madlib-1.16-src.tar.gz > PGP Signature: > > https://dist.apache.org/repos/dist/dev/madlib/1.16.RC2/apache-madlib-1.16-src.tar.gz.asc > SHA512 > <https://dist.apache.org/repos/dist/dev/madlib/1.16.RC2/apache-madlib-1.16-src.tar.gz.ascSHA512> > Hash: > > https://dist.apache.org/repos/dist/dev/madlib/1.16.RC2/apache-madlib-1.16-src.tar.gz.sha512 > > Convenience binary packages can be retrieved from the following > locations: > > macOS: 10.12 GPDB 5.*, PostgreSQL 10 & 11 > > Package: > > https://dist.apache.org/repos/dist/dev/madlib/1.16.RC2/apache-madlib-1.16-bin-Darwin.dmg > PGP Signature: > https://dist.apache.org/repos/dist/dev/madlib/1.16.RC2/apache > -madlib-1.16-bin-Darwin.dmg.asc > SHA512 Hash: > > https://dist.apache.org/repos/dist/dev/madlib/1.16.RC2/apache-madlib-1.16-bin-Darwin.dmg.sha512 > > CentOS 5.* GPDB 4.3.5+ (compiled with gcc 4.4) > > Package: > > https://dist.apache.org/repos/dist/dev/madlib/1.16.RC2/apache-madlib-1.16-bin-Linux-GPDB43.rpm > PGP Signature: > > https://dist.apache.org/repos/dist/dev/madlib/1.16.RC2/apache-madlib-1.16-bin-Linux-GPDB43.rpm.asc > SHA512 > <https://dist.apache.org/repos/dist/dev/madlib/1.16.RC2/apache-madlib-1.16-bin-Linux-GPDB43.rpm.ascSHA512> > Hash: > > https://dist.apache.org/repos/dist/dev/madlib/1.16.RC2/apache-madlib-1.16-bin-Linux-GPDB43.rpm.sha512 > > CentOS 7, GPDB 5.*, PostgreSQL 10 & 11 (compiled with gcc 4.8) > > Package: > > https://dist.apache.org/repos/dist/dev/madlib/1.16.RC2/apache-madlib-1.16-bin-Linux.rpm > PGP Signature: > > https://dist.apache.org/repos/dist/dev/madlib/1.16.RC2/apache-madlib-1.16-bin-Linux.rpm.asc > SHA512 > <https://dist.apache.org/repos/dist/dev/madlib/1.16.RC2/apache-madlib-1.16-bin-Linux.rpm.ascSHA512> > Hash: > > https://dist.apache.org/repos/dist/dev/madlib/1.16.RC2/apache-madlib-1.16-bin-Linux.rpm.sha512 > > Ubuntu 18.04 PostgreSQL 10 & 11 (compiled with gcc 7.4) > > Package: > > https://dist.apache.org/repos/dist/dev/madlib/1.16.RC2/apache-madlib-1.16-bin-Linux.deb > PGP Signature: > > https://dist.apache.org/repos/dist/dev/madlib/1.16.RC2/apache-madlib-1.16-bin-Linux.deb.asc > SHA512 > <https://dist.apache.org/repos/dist/dev/madlib/1.16.RC2/apache-madlib-1.16-bin-Linux.deb.ascSHA512> > Hash: > > https://dist.apache.org/repos/dist/dev/madlib/1.16.RC2/apache-madlib-1.16-bin-Linux.deb.sha512 > > The PGP KEYS file used to validate the signature of the release artifacts > is available here: > https://dist.apache.org/repos/dist/dev/madlib/KEYS > > To help in tallying the vote, PMC members please be sure to indicate > “(binding)” with the vote. > > [ ] +1 approve > [ ] +0 no opinion > [ ] -1 disapprove (and reason why) > > Best regards, > Domino Valdano <[email protected]> >
