- Aug 07, 2015
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Reynold Xin authored
JoinedRow.anyNull currently loops through every field to check for null, which is inefficient if the underlying rows are UnsafeRows. It should just delegate to the underlying implementation. Author: Reynold Xin <rxin@databricks.com> Closes #8027 from rxin/SPARK-9736 and squashes the following commits: 03a2e92 [Reynold Xin] Include all files. 90f1add [Reynold Xin] [SPARK-9736][SQL] JoinedRow.anyNull should delegate to the underlying rows.
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Wenchen Fan authored
Author: Wenchen Fan <cloud0fan@outlook.com> Closes #8025 from cloud-fan/analysis and squashes the following commits: 51461b1 [Wenchen Fan] move test file to test folder ec88ace [Wenchen Fan] Improve Analysis Unit test framework
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Reynold Xin authored
It is now subsumed by various Tungsten operators. Author: Reynold Xin <rxin@databricks.com> Closes #7981 from rxin/SPARK-9674 and squashes the following commits: 144f96e [Reynold Xin] Re-enable test 58b7332 [Reynold Xin] Disable failing list. fb797e3 [Reynold Xin] Match all UDTs. be9f243 [Reynold Xin] Updated if. 71fc99c [Reynold Xin] [SPARK-9674][SPARK-9667] Remove GeneratedAggregate & SparkSqlSerializer2.
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zsxwing authored
This PR adds SQLMetric/SQLMetricParam/SQLMetricValue to specialize accumulators to avoid boxing. All SQL metrics should use these classes rather than `Accumulator`. Author: zsxwing <zsxwing@gmail.com> Closes #7996 from zsxwing/sql-accu and squashes the following commits: 14a5f0a [zsxwing] Address comments 367ca23 [zsxwing] Use localValue directly to avoid changing Accumulable 42f50c3 [zsxwing] Add SQLMetric to specialize accumulators to avoid boxing
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Wenchen Fan authored
When we convert unsafe row to safe row, we will do copy if the column is struct or string type. However, the string inside unsafe array/map are not copied, which may cause problems. Author: Wenchen Fan <cloud0fan@outlook.com> Closes #7990 from cloud-fan/copy and squashes the following commits: c13d1e3 [Wenchen Fan] change test name fe36294 [Wenchen Fan] we should deep copy UTF8String when convert unsafe row to safe row
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Davies Liu authored
This patch follows exactly #7891 (except testing) Author: Davies Liu <davies@databricks.com> Closes #8005 from davies/larger_record and squashes the following commits: f9c4aff [Davies Liu] address comments 9de5c72 [Davies Liu] support records larger than page size in UnsafeShuffleExternalSorter
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Reynold Xin authored
Previously, we use 64MB as the default page size, which was way too big for a lot of Spark applications (especially for single node). This patch changes it so that the default page size, if unset by the user, is determined by the number of cores available and the total execution memory available. Author: Reynold Xin <rxin@databricks.com> Closes #8012 from rxin/pagesize and squashes the following commits: 16f4756 [Reynold Xin] Fixed failing test. 5afd570 [Reynold Xin] private... 0d5fb98 [Reynold Xin] Update default value. 674a6cd [Reynold Xin] Address review feedback. dc00e05 [Reynold Xin] Merge with master. 73ebdb6 [Reynold Xin] [SPARK-9700] Pick default page size more intelligently.
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zsxwing authored
This is a follow-up PR to solve the UI issue when there are multiple SQLContexts. Each SQLContext has a separate tab and contains queries which are executed by this SQLContext. <img width="1366" alt="multiple sqlcontexts" src="https://cloud.githubusercontent.com/assets/1000778/9088391/54584434-3bc2-11e5-9caf-94c2b0da528e.png"> Author: zsxwing <zsxwing@gmail.com> Closes #7962 from zsxwing/multi-sqlcontext-ui and squashes the following commits: cf661e1 [zsxwing] sql -> SQL 39b0c97 [zsxwing] Support multiple SQLContexts in Web UI
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Cheng Lian authored
Author: Cheng Lian <lian@databricks.com> Closes #8021 from liancheng/spark-7550/fix-logs and squashes the following commits: b7bd0ed [Cheng Lian] Fixes logs
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- Aug 06, 2015
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zsxwing authored
Someone may use the Spark core jar in the maven repo with hadoop 1. SPARK-2075 has already resolved the compatibility issue to support it. But `SparkHadoopMapRedUtil.commitTask` broke it recently. This PR uses Reflection to call `TaskAttemptContext.getTaskAttemptID` to fix the compatibility issue. Author: zsxwing <zsxwing@gmail.com> Closes #6599 from zsxwing/SPARK-8057 and squashes the following commits: f7a343c [zsxwing] Remove the redundant import 6b7f1af [zsxwing] Call TaskAttemptContext.getTaskAttemptID using Reflection
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Jeff Zhang authored
Straightforward fix on doc typo Author: Jeff Zhang <zjffdu@apache.org> Closes #8019 from zjffdu/master and squashes the following commits: aed6e64 [Jeff Zhang] Fix doc typo
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Davies Liu authored
spark.sql.tungsten.enabled will be the default value for both codegen and unsafe, they are kept internally for debug/testing. cc marmbrus rxin Author: Davies Liu <davies@databricks.com> Closes #7998 from davies/tungsten and squashes the following commits: c1c16da [Davies Liu] update doc 1a47be1 [Davies Liu] use tungsten.enabled for both of codegen/unsafe (cherry picked from commit 4e70e825) Signed-off-by:
Reynold Xin <rxin@databricks.com>
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Andrew Or authored
The issue is that a task may run multiple sorts, and the sorts run by the child operator (i.e. parent RDD) may acquire all available memory such that other sorts in the same task do not have enough to proceed. This manifests itself in an `IOException("Unable to acquire X bytes of memory")` thrown by `UnsafeExternalSorter`. The solution is to reserve a page in each sorter in the chain before computing the child operator's (parent RDD's) partitions. This requires us to use a new special RDD that does some preparation before computing the parent's partitions. Author: Andrew Or <andrew@databricks.com> Closes #8011 from andrewor14/unsafe-starve-memory and squashes the following commits: 35b69a4 [Andrew Or] Simplify test 0b07782 [Andrew Or] Minor: update comments 5d5afdf [Andrew Or] Merge branch 'master' of github.com:apache/spark into unsafe-starve-memory 254032e [Andrew Or] Add tests 234acbd [Andrew Or] Reserve a page in sorter when preparing each partition b889e08 [Andrew Or] MapPartitionsWithPreparationRDD -
Reynold Xin authored
A small performance optimization – we don't need to generate a Tuple2 and then immediately discard the key. We also don't need an extra wrapper from InterruptibleIterator. Author: Reynold Xin <rxin@databricks.com> Closes #8000 from rxin/SPARK-9692 and squashes the following commits: 1d4d0b3 [Reynold Xin] [SPARK-9692] Remove SqlNewHadoopRDD's generated Tuple2 and InterruptibleIterator.
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Davies Liu authored
This reverts commit 4e70e825.
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Michael Armbrust authored
Make sure that `$"column"` is consistent with other methods with respect to backticks. Adds a bunch of tests for various ways of constructing columns. Author: Michael Armbrust <michael@databricks.com> Closes #7969 from marmbrus/namesWithDots and squashes the following commits: 53ef3d7 [Michael Armbrust] [SPARK-9650][SQL] Fix quoting behavior on interpolated column names 2bf7a92 [Michael Armbrust] WIP
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Davies Liu authored
spark.sql.tungsten.enabled will be the default value for both codegen and unsafe, they are kept internally for debug/testing. cc marmbrus rxin Author: Davies Liu <davies@databricks.com> Closes #7998 from davies/tungsten and squashes the following commits: c1c16da [Davies Liu] update doc 1a47be1 [Davies Liu] use tungsten.enabled for both of codegen/unsafe
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Yin Huai authored
https://issues.apache.org/jira/browse/SPARK-9691 jkbradley rxin Author: Yin Huai <yhuai@databricks.com> Closes #7999 from yhuai/pythonRand and squashes the following commits: 4187e0c [Yin Huai] Regression test. a985ef9 [Yin Huai] Use "if seed is not None" instead "if seed" because "if seed" returns false when seed is 0.
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Sean Owen authored
Remove 2 defunct SBT download URLs and replace with the 1 known download URL. Also, use https. Follow up on https://github.com/apache/spark/pull/7792 Author: Sean Owen <sowen@cloudera.com> Closes #7956 from srowen/SPARK-9633 and squashes the following commits: caa40bd [Sean Owen] Remove 2 defunct SBT download URLs and replace with the 1 known download URL. Also, use https.
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Marcelo Vanzin authored
Spark should not mess with the permissions of directories created by the cluster manager. Here, by setting the block manager dir permissions to 700, the shuffle service (running as the YARN user) wouldn't be able to serve shuffle files created by applications. Also, the code to protect the local app dir was missing in standalone's Worker; that has been now added. Since all processes run as the same user in standalone, `chmod 700` should not cause problems. Author: Marcelo Vanzin <vanzin@cloudera.com> Closes #7966 from vanzin/SPARK-9645 and squashes the following commits: 6e07b31 [Marcelo Vanzin] Protect the app dir in standalone mode. 384ba6a [Marcelo Vanzin] [SPARK-9645] [yarn] [core] Allow shuffle service to read shuffle files.
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Yin Huai authored
This is the followup of https://github.com/apache/spark/pull/7813. It renames `HybridUnsafeAggregationIterator` to `TungstenAggregationIterator` and makes it only work with `UnsafeRow`. Also, I add a `TungstenAggregate` that uses `TungstenAggregationIterator` and make `SortBasedAggregate` (renamed from `SortBasedAggregate`) only works with `SafeRow`. Author: Yin Huai <yhuai@databricks.com> Closes #7954 from yhuai/agg-followUp and squashes the following commits: 4d2f4fc [Yin Huai] Add comments and free map. 0d7ddb9 [Yin Huai] Add TungstenAggregationQueryWithControlledFallbackSuite to test fall back process. 91d69c2 [Yin Huai] Rename UnsafeHybridAggregationIterator to TungstenAggregateIteraotr and make it only work with UnsafeRow.
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zsxwing authored
Because `JobScheduler.stop(false)` may set `eventLoop` to null when `JobHandler` is running, then it's possible that when `post` is called, `eventLoop` happens to null. This PR fixed this bug and also set threads in `jobExecutor` to `daemon`. Author: zsxwing <zsxwing@gmail.com> Closes #7960 from zsxwing/fix-npe and squashes the following commits: b0864c4 [zsxwing] Fix a potential NPE in Streaming JobScheduler
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cody koeninger authored
…tually visible Author: cody koeninger <cody@koeninger.org> Closes #7995 from koeninger/doc-fixes and squashes the following commits: 87af9ea [cody koeninger] [Docs][Streaming] make the existing parameter docs for OffsetRange actually visible
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Tathagata Das authored
[SPARK-9556] [SPARK-9619] [SPARK-9624] [STREAMING] Make BlockGenerator more robust and make all BlockGenerators subscribe to rate limit updates In some receivers, instead of using the default `BlockGenerator` in `ReceiverSupervisorImpl`, custom generator with their custom listeners are used for reliability (see [`ReliableKafkaReceiver`](https://github.com/apache/spark/blob/master/external/kafka/src/main/scala/org/apache/spark/streaming/kafka/ReliableKafkaReceiver.scala#L99) and [updated `KinesisReceiver`](https://github.com/apache/spark/pull/7825/files)). These custom generators do not receive rate updates. This PR modifies the code to allow custom `BlockGenerator`s to be created through the `ReceiverSupervisorImpl` so that they can be kept track and rate updates can be applied. In the process, I did some simplification, and de-flaki-fication of some rate controller related tests. In particular. - Renamed `Receiver.executor` to `Receiver.supervisor` (to match `ReceiverSupervisor`) - Made `RateControllerSuite` faster (by increasing batch interval) and less flaky - Changed a few internal API to return the current rate of block generators as Long instead of Option\[Long\] (was inconsistent at places). - Updated existing `ReceiverTrackerSuite` to test that custom block generators get rate updates as well. Author: Tathagata Das <tathagata.das1565@gmail.com> Closes #7913 from tdas/SPARK-9556 and squashes the following commits: 41d4461 [Tathagata Das] fix scala style eb9fd59 [Tathagata Das] Updated kinesis receiver d24994d [Tathagata Das] Updated BlockGeneratorSuite to use manual clock in BlockGenerator d70608b [Tathagata Das] Updated BlockGenerator with states and proper synchronization f6bd47e [Tathagata Das] Merge remote-tracking branch 'apache-github/master' into SPARK-9556 31da173 [Tathagata Das] Fix bug 12116df [Tathagata Das] Add BlockGeneratorSuite 74bd069 [Tathagata Das] Fix style 989bb5c [Tathagata Das] Made BlockGenerator fail is used after stop, and added better unit tests for it 3ff618c [Tathagata Das] Fix test b40eff8 [Tathagata Das] slight refactoring f0df0f1 [Tathagata Das] Scala style fixes 51759cb [Tathagata Das] Refactored rate controller tests and added the ability to update rate of any custom block generator
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Liang-Chi Hsieh authored
This pull request adds a destructive iterator to BytesToBytesMap. When used, the iterator frees pages as it traverses them. This is part of the effort to avoid starving when we have more than one operators that can exhaust memory. This is based on #7924, but fixes a bug there (Don't use destructive iterator in UnsafeKVExternalSorter). Closes #7924. Author: Liang-Chi Hsieh <viirya@appier.com> Author: Reynold Xin <rxin@databricks.com> Closes #8003 from rxin/map-destructive-iterator and squashes the following commits: 6b618c3 [Reynold Xin] Don't use destructive iterator in UnsafeKVExternalSorter. a7bd8ec [Reynold Xin] Merge remote-tracking branch 'viirya/destructive_iter' into map-destructive-iterator 7652083 [Liang-Chi Hsieh] For comments: add destructiveIterator(), modify unit test, remove code block. 4a3e9de [Liang-Chi Hsieh] Merge remote-tracking branch 'upstream/master' into destructive_iter 581e9e3 [Liang-Chi Hsieh] Merge remote-tracking branch 'upstream/master' into destructive_iter f0ff783 [Liang-Chi Hsieh] No need to free last page. 9e9d2a3 [Liang-Chi Hsieh] Add a destructive iterator for BytesToBytesMap.
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Christian Kadner authored
The golden answer file names for the existing Hive comparison tests were generated using a MD5 hash of the query text which uses Unix-style line separator characters `\n` (LF). This PR ensures that all occurrences of the Windows-style line separator `\r\n` (CR) are replaced with `\n` (LF) before generating the MD5 hash to produce an identical MD5 hash for golden answer file names generated on Windows. Author: Christian Kadner <ckadner@us.ibm.com> Closes #7563 from ckadner/SPARK-9211_working and squashes the following commits: d541db0 [Christian Kadner] [SPARK-9211][SQL] normalize line separators before MD5 hash
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Xiangrui Meng authored
This PR contains the following changes: * add `featureIndex` to handle vector features (in order to chain isotonic regression easily with output from logistic regression * make getter/setter names consistent with params * remove inheritance from Regressor because it is tricky to handle both `DoubleType` and `VectorType` * simplify test data generation jkbradley zapletal-martin Author: Xiangrui Meng <meng@databricks.com> Closes #7952 from mengxr/SPARK-9493 and squashes the following commits: 8818ac3 [Xiangrui Meng] address comments 05e2216 [Xiangrui Meng] address comments 8d08090 [Xiangrui Meng] add featureIndex to handle vector features make getter/setter names consistent with params remove inheritance from Regressor
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Wenchen Fan authored
This re-applies #7955, which was reverted due to a race condition to fix build breaking. Author: Wenchen Fan <cloud0fan@outlook.com> Author: Reynold Xin <rxin@databricks.com> Closes #8002 from rxin/InternalRow-toSeq and squashes the following commits: 332416a [Reynold Xin] Merge pull request #7955 from cloud-fan/toSeq 21665e2 [Wenchen Fan] fix hive again... 4addf29 [Wenchen Fan] fix hive bc16c59 [Wenchen Fan] minor fix 33d802c [Wenchen Fan] pass data type info to InternalRow.toSeq 3dd033e [Wenchen Fan] move the default special getters implementation from InternalRow to BaseGenericInternalRow
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Nilanjan Raychaudhuri authored
Author: Dean Wampler <dean@concurrentthought.com> Author: Nilanjan Raychaudhuri <nraychaudhuri@gmail.com> Author: François Garillot <francois@garillot.net> Closes #7796 from dragos/topic/streaming-bp/kafka-direct and squashes the following commits: 50d1f21 [Nilanjan Raychaudhuri] Taking care of the remaining nits 648c8b1 [Dean Wampler] Refactored rate controller test to be more predictable and run faster. e43f678 [Nilanjan Raychaudhuri] fixing doc and nits ce19d2a [Dean Wampler] Removing an unreliable assertion. 9615320 [Dean Wampler] Give me a break... 6372478 [Dean Wampler] Found a few ways to make this test more robust... 9e69e37 [Dean Wampler] Attempt to fix flakey test that fails in CI, but not locally :( d3db1ea [Dean Wampler] Fixing stylecheck errors. d04a288 [Nilanjan Raychaudhuri] adding test to make sure rate controller is used to calculate maxMessagesPerPartition b6ecb67 [Nilanjan Raychaudhuri] Fixed styling issue 3110267 [Nilanjan Raychaudhuri] [SPARK-8978][Streaming] Implements the DirectKafkaRateController 393c580 [François Garillot] [SPARK-8978][Streaming] Implements the DirectKafkaRateController 51e78c6 [Nilanjan Raychaudhuri] Rename and fix build failure 2795509 [Nilanjan Raychaudhuri] Added missing RateController 19200f5 [Dean Wampler] Removed usage of infix notation. Changed a private variable name to be more consistent with usage. aa4a70b [François Garillot] [SPARK-8978][Streaming] Implements the DirectKafkaController
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Sean Owen authored
Document spark.shuffle.service.{enabled,port} CC sryza tgravescs This is pretty minimal; is there more to say here about the service? Author: Sean Owen <sowen@cloudera.com> Closes #7991 from srowen/SPARK-9641 and squashes the following commits: 3bb946e [Sean Owen] Add link to docs for setup and config of external shuffle service 2302e01 [Sean Owen] Document spark.shuffle.service.{enabled,port} -
Yin Huai authored
seems https://github.com/apache/spark/pull/7955 breaks the build. Author: Yin Huai <yhuai@databricks.com> Closes #8001 from yhuai/SPARK-9632-fixBuild and squashes the following commits: 6c257dd [Yin Huai] Fix build.
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Davies Liu authored
This reverts commit 6e009cb9.
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Wenchen Fan authored
Author: Wenchen Fan <cloud0fan@outlook.com> Closes #7955 from cloud-fan/toSeq and squashes the following commits: 21665e2 [Wenchen Fan] fix hive again... 4addf29 [Wenchen Fan] fix hive bc16c59 [Wenchen Fan] minor fix 33d802c [Wenchen Fan] pass data type info to InternalRow.toSeq 3dd033e [Wenchen Fan] move the default special getters implementation from InternalRow to BaseGenericInternalRow
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Reynold Xin authored
Inspiration drawn from this blog post: https://lab.getbase.com/pandarize-spark-dataframes/ Author: Reynold Xin <rxin@databricks.com> Closes #7977 from rxin/isin and squashes the following commits: 9b1d3d6 [Reynold Xin] Added return. 2197d37 [Reynold Xin] Fixed test case. 7c1b6cf [Reynold Xin] Import warnings. 4f4a35d [Reynold Xin] [SPARK-9659][SQL] Rename inSet to isin to match Pandas function.
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Burak Yavuz authored
[SPARK-9615] [SPARK-9616] [SQL] [MLLIB] Bugs related to FrequentItems when merging and with Tungsten In short: 1- FrequentItems should not use the InternalRow representation, because the keys in the map get messed up. For example, every key in the Map correspond to the very last element observed in the partition, when the elements are strings. 2- Merging two partitions had a bug: **Existing behavior with size 3** Partition A -> Map(1 -> 3, 2 -> 3, 3 -> 4) Partition B -> Map(4 -> 25) Result -> Map() **Correct Behavior:** Partition A -> Map(1 -> 3, 2 -> 3, 3 -> 4) Partition B -> Map(4 -> 25) Result -> Map(3 -> 1, 4 -> 22) cc mengxr rxin JoshRosen Author: Burak Yavuz <brkyvz@gmail.com> Closes #7945 from brkyvz/freq-fix and squashes the following commits: 07fa001 [Burak Yavuz] address 2 1dc61a8 [Burak Yavuz] address 1 506753e [Burak Yavuz] fixed and added reg test 47bfd50 [Burak Yavuz] pushing
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MechCoder authored
After https://github.com/apache/spark/pull/7263 it is pretty straightforward to Python wrappers. Author: MechCoder <manojkumarsivaraj334@gmail.com> Closes #7930 from MechCoder/spark-9533 and squashes the following commits: 1bea394 [MechCoder] make getVectors a lazy val 5522756 [MechCoder] [SPARK-9533] [PySpark] [ML] Add missing methods in Word2Vec ML
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MechCoder authored
I have added support for stats in LogisticRegression. The API is similar to that of LinearRegression with LogisticRegressionTrainingSummary and LogisticRegressionSummary I have some queries and asked them inline. Author: MechCoder <manojkumarsivaraj334@gmail.com> Closes #7538 from MechCoder/log_reg_stats and squashes the following commits: 2e9f7c7 [MechCoder] Change defs into lazy vals d775371 [MechCoder] Clean up class inheritance 9586125 [MechCoder] Add abstraction to handle Multiclass Metrics 40ad8ef [MechCoder] minor 640376a [MechCoder] remove unnecessary dataframe stuff and add docs 80d9954 [MechCoder] Added tests fbed861 [MechCoder] DataFrame support for metrics 70a0fc4 [MechCoder] [SPARK-9112] [ML] Implement Stats for LogisticRegression
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Cheng Lian authored
This is a follow-up of #7929. We found that Jenkins SBT master build still fails because of the Hadoop shims loading issue. But the failure doesn't appear to be deterministic. My suspect is that Hadoop `VersionInfo` class may fail to inspect Hadoop version, and the shims loading branch is skipped. This PR tries to make the fix more robust: 1. When Hadoop version is available, we load `Hadoop20SShims` for versions <= 2.0.x as srowen suggested in PR #7929. 2. Otherwise, we use `Path.getPathWithoutSchemeAndAuthority` as a probe method, which doesn't exist in Hadoop 1.x or 2.0.x. If this method is not found, `Hadoop20SShims` is also loaded. Author: Cheng Lian <lian@databricks.com> Closes #7994 from liancheng/spark-9593/fix-hadoop-shims and squashes the following commits: e1d3d70 [Cheng Lian] Fixes typo in comments 8d971da [Cheng Lian] Makes the Hadoop shims loading fix more robust
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Davies Liu authored
This PR also change to use `def` instead of `lazy val` for UnsafeProjection, because it's not thread safe. TODO: cleanup the debug code once the flaky test passed 100 times. Author: Davies Liu <davies@databricks.com> Closes #7940 from davies/semijoin and squashes the following commits: 93baac7 [Davies Liu] fix outerjoin 5c40ded [Davies Liu] address comments aa3de46 [Davies Liu] Merge branch 'master' of github.com:apache/spark into semijoin 7590a25 [Davies Liu] Merge branch 'master' of github.com:apache/spark into semijoin 2d4085b [Davies Liu] use def for resultProjection 0833407 [Davies Liu] Merge branch 'semijoin' of github.com:davies/spark into semijoin e0d8c71 [Davies Liu] use lazy val 6a59e8f [Davies Liu] Update HashedRelation.scala 0fdacaf [Davies Liu] fix broadcast and thread-safety of UnsafeProjection 2fc3ef6 [Davies Liu] reproduce failure in semijoin
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Davies Liu authored
In order to support update a varlength (actually fixed length) object, the space should be preserved even it's null. And, we can't call setNullAt(i) for it anymore, we because setNullAt(i) will remove the offset of the preserved space, should call setDecimal(i, null, precision) instead. After this, we can do hash based aggregation on DecimalType with precision > 18. In a tests, this could decrease the end-to-end run time of aggregation query from 37 seconds (sort based) to 24 seconds (hash based). cc rxin Author: Davies Liu <davies@databricks.com> Closes #7978 from davies/update_decimal and squashes the following commits: bed8100 [Davies Liu] isSettable -> isMutable 923c9eb [Davies Liu] address comments and fix bug 385891d [Davies Liu] Merge branch 'master' of github.com:apache/spark into update_decimal 36a1872 [Davies Liu] fix tests cd6c524 [Davies Liu] support set decimal with precision > 18
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