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* [SPARK-12324][MLLIB][DOC] Fixes the sidebar in the ML documentationTimothy Hunter2015-12-161-1/+8
| | | | | | | | | | | | | | | | | | | | | | | This fixes the sidebar, using a pure CSS mechanism to hide it when the browser's viewport is too narrow. Credit goes to the original author Titan-C (mentioned in the NOTICE). Note that I am not a CSS expert, so I can only address comments up to some extent. Default view: <img width="936" alt="screen shot 2015-12-14 at 12 46 39 pm" src="https://cloud.githubusercontent.com/assets/7594753/11793597/6d1d6eda-a261-11e5-836b-6eb2054e9054.png"> When collapsed manually by the user: <img width="1004" alt="screen shot 2015-12-14 at 12 54 02 pm" src="https://cloud.githubusercontent.com/assets/7594753/11793669/c991989e-a261-11e5-8bf6-aecf3bdb6319.png"> Disappears when column is too narrow: <img width="697" alt="screen shot 2015-12-14 at 12 47 22 pm" src="https://cloud.githubusercontent.com/assets/7594753/11793607/7754dbcc-a261-11e5-8b15-e0d074b0e47c.png"> Can still be opened by the user if necessary: <img width="651" alt="screen shot 2015-12-14 at 12 51 15 pm" src="https://cloud.githubusercontent.com/assets/7594753/11793612/7bf82968-a261-11e5-9cc3-e827a7a6b2b0.png"> Author: Timothy Hunter <timhunter@databricks.com> Closes #10297 from thunterdb/12324.
* [SPARK-10833] [BUILD] Inline, organize BSD/MIT licenses in LICENSESean Owen2015-09-281-0/+35
| | | | | | | | | | | | | | In the course of https://issues.apache.org/jira/browse/LEGAL-226 it came to light that the guidance at http://www.apache.org/dev/licensing-howto.html#permissive-deps means that permissively-licensed dependencies has a different interpretation than we (er, I) had been operating under. "pointer ... to the license within the source tree" specifically means a copy of the license within Spark's distribution, whereas at the moment, Spark's LICENSE has a pointer to the project's license in the other project's source tree. The remedy is simply to inline all such license references (i.e. BSD/MIT licenses) or include their text in "licenses" subdirectory and point to that. Along the way, we can also treat other BSD/MIT licenses, whose text has been inlined into LICENSE, in the same way. The LICENSE file can continue to provide a helpful list of BSD/MIT licensed projects and a pointer to their sites. This would be over and above including license text in the distro, which is the essential thing. Author: Sean Owen <sowen@cloudera.com> Closes #8919 from srowen/SPARK-10833.
* SPARK-1827. LICENSE and NOTICE files need a refresh to contain transitive ↵Sean Owen2014-05-141-6/+566
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | dependency info LICENSE and NOTICE policy is explained here: http://www.apache.org/dev/licensing-howto.html http://www.apache.org/legal/3party.html This leads to the following changes. First, this change enables two extensions to maven-shade-plugin in assembly/ that will try to include and merge all NOTICE and LICENSE files. This can't hurt. This generates a consolidated NOTICE file that I manually added to NOTICE. Next, a list of all dependencies and their licenses was generated: `mvn ... license:aggregate-add-third-party` to create: `target/generated-sources/license/THIRD-PARTY.txt` Each dependency is listed with one or more licenses. Determine the most-compatible license for each if there is more than one. For "unknown" license dependencies, I manually evaluateD their license. Many are actually Apache projects or components of projects covered already. The only non-trivial one was Colt, which has its own (compatible) license. I ignored Apache-licensed and public domain dependencies as these require no further action (beyond NOTICE above). BSD and MIT licenses (permissive Category A licenses) are evidently supposed to be mentioned in LICENSE, so I added a section without output from the THIRD-PARTY.txt file appropriately. Everything else, Category B licenses, are evidently mentioned in NOTICE (?) Same there. LICENSE contained some license statements for source code that is redistributed. I left this as I think that is the right place to put it. Author: Sean Owen <sowen@cloudera.com> Closes #770 from srowen/SPARK-1827 and squashes the following commits: a764504 [Sean Owen] Add LICENSE and NOTICE info for all transitive dependencies as of 1.0
* [SPARK-1212] Adding sparse data support and update KMeansXiangrui Meng2014-03-231-0/+9
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Continue our discussions from https://github.com/apache/incubator-spark/pull/575 This PR is WIP because it depends on a SNAPSHOT version of breeze. Per previous discussions and benchmarks, I switched to breeze for linear algebra operations. @dlwh and I made some improvements to breeze to keep its performance comparable to the bare-bone implementation, including norm computation and squared distance. This is why this PR needs to depend on a SNAPSHOT version of breeze. @fommil , please find the notice of using netlib-core in `NOTICE`. This is following Apache's instructions on appropriate labeling. I'm going to update this PR to include: 1. Fast distance computation: using `\|a\|_2^2 + \|b\|_2^2 - 2 a^T b` when it doesn't introduce too much numerical error. The squared norms are pre-computed. Otherwise, computing the distance between the center (dense) and a point (possibly sparse) always takes O(n) time. 2. Some numbers about the performance. 3. A released version of breeze. @dlwh, a minor release of breeze will help this PR get merged early. Do you mind sharing breeze's release plan? Thanks! Author: Xiangrui Meng <meng@databricks.com> Closes #117 from mengxr/sparse-kmeans and squashes the following commits: 67b368d [Xiangrui Meng] fix SparseVector.toArray 5eda0de [Xiangrui Meng] update NOTICE 67abe31 [Xiangrui Meng] move ArrayRDDs to mllib.rdd 1da1033 [Xiangrui Meng] remove dependency on commons-math3 and compute EPSILON directly 9bb1b31 [Xiangrui Meng] optimize SparseVector.toArray 226d2cd [Xiangrui Meng] update Java friendly methods in Vectors 238ba34 [Xiangrui Meng] add VectorRDDs with a converter from RDD[Array[Double]] b28ba2f [Xiangrui Meng] add toArray to Vector e69b10c [Xiangrui Meng] remove examples/JavaKMeans.java, which is replaced by mllib/examples/JavaKMeans.java 72bde33 [Xiangrui Meng] clean up code for distance computation 712cb88 [Xiangrui Meng] make Vectors.sparse Java friendly 27858e4 [Xiangrui Meng] update breeze version to 0.7 07c3cf2 [Xiangrui Meng] change Mahout to breeze in doc use a simple lower bound to avoid unnecessary distance computation 6f5cdde [Xiangrui Meng] fix a bug in filtering finished runs 42512f2 [Xiangrui Meng] Merge branch 'master' into sparse-kmeans d6e6c07 [Xiangrui Meng] add predict(RDD[Vector]) to KMeansModel 42b4e50 [Xiangrui Meng] line feed at the end a4ace73 [Xiangrui Meng] Merge branch 'fast-dist' into sparse-kmeans 3ed1a24 [Xiangrui Meng] add doc to BreezeVectorWithSquaredNorm 0107e19 [Xiangrui Meng] update NOTICE 87bc755 [Xiangrui Meng] tuned the KMeans code: changed some for loops to while, use view to avoid copying arrays 0ff8046 [Xiangrui Meng] update KMeans to use fastSquaredDistance f355411 [Xiangrui Meng] add BreezeVectorWithSquaredNorm case class ab74f67 [Xiangrui Meng] add fastSquaredDistance for KMeans 4e7d5ca [Xiangrui Meng] minor style update 07ffaf2 [Xiangrui Meng] add dense/sparse vector data models and conversions to/from breeze vectors use breeze to implement KMeans in order to support both dense and sparse data
* Update copyright year in NOTICE to 2014Matei Zaharia2014-03-181-1/+1
| | | | | | | | Author: Matei Zaharia <matei@databricks.com> Closes #174 from mateiz/update-notice and squashes the following commits: 47fc1a5 [Matei Zaharia] Update copyright year in NOTICE to 2014
* Add Apache license headers and LICENSE and NOTICE filesMatei Zaharia2013-07-161-0/+5