Commit Graph

1960 Commits

Author SHA1 Message Date
Jihoon Son 5e23674fe5
Fix a race condition in the '/tasks' Overlord API (#12330)
* finds complete and active tasks from the same snapshot

* overlord resource

* unit test

* integration test

* javadoc and cleanup

* more cleanup

* fix test and add more
2022-03-17 10:47:45 +09:00
Parag Jain 2efb74ff1e
fix supervisor auto scaler config serde bug (#12317) 2022-03-09 16:17:12 -08:00
Abhishek Agarwal 6346b9561d
Reuse the InputEntityReader in SettableByteEntityReader (#12269)
* Reuse the InputEntityReader in SettableByteEntityReader

* Fix logic

* Fix kafka streaming ingestion

* Add Tests for kafka input format change

* Address review comments
2022-03-09 14:38:31 -08:00
Agustin Gonzalez abe76ccb90
Batch ingestion replace (#12137)
* Tombstone support for replace functionality

* A used segment interval is the interval of a current used segment that overlaps any of the input intervals for the spec

* Update compaction test to match replace behavior

* Adapt ITAutoCompactionTest to work with tombstones rather than dropping segments. Add support for tombstones in the broker.

* Style plus simple queriableindex test

* Add segment cache loader tombstone test

* Add more tests

* Add a method to the LogicalSegment to test whether it has any data

* Test filter with some empty logical segments

* Refactor more compaction/dropexisting tests

* Code coverage

* Support for all empty segments

* Skip tombstones when looking-up broker's timeline. Discard changes made to tool chest to avoid empty segments since they will no longer have empty segments after lookup because we are skipping over them.

* Fix null ptr when segment does not have a queriable index

* Add support for empty replace interval (all input data has been filtered out)

* Fixed coverage & style

* Find tombstone versions from lock versions

* Test failures & style

* Interner was making this fail since the two segments were consider equal due to their id's being equal

* Cleanup tombstone version code

* Force timeChunkLock whenever replace (i.e. dropExisting=true) is being used

* Reject replace spec when input intervals are empty

* Documentation

* Style and unit test

* Restore test code deleted by mistake

* Allocate forces TIME_CHUNK locking and uses lock versions. TombstoneShardSpec added.

* Unused imports. Dead code. Test coverage.

* Coverage.

* Prevent killer from throwing an exception for tombstones. This is the killer used in the peon for killing segments.

* Fix OmniKiller + more test coverage.

* Tombstones are now marked using a shard spec

* Drop a segment factory.json in the segment cache for tombstones

* Style

* Style + coverage

* style

* Add TombstoneLoadSpec.class to mapper in test

* Update core/src/main/java/org/apache/druid/segment/loading/TombstoneLoadSpec.java

Typo

Co-authored-by: Jonathan Wei <jon-wei@users.noreply.github.com>

* Update docs/configuration/index.md

Missing

Co-authored-by: Jonathan Wei <jon-wei@users.noreply.github.com>

* Typo

* Integrated replace with an existing test since the replace part was redundant and more importantly, the test file was very close or exceeding the 10 min default "no output" CI Travis threshold.

* Range does not work with multi-dim

Co-authored-by: Jonathan Wei <jon-wei@users.noreply.github.com>
2022-03-08 20:07:02 -07:00
Kashif Faraz baea3ec614
Break up parallel indexing unit test to reduce test times (#12313)
* Break up parallel indexing unit test to reduce test times

* Fix checkstyle
2022-03-07 16:26:24 -07:00
Gian Merlino 28f8bcce9b
Always reopen stream in FileUtils.copyLarge, RetryingInputStream. (#12307)
* Always reopen stream in FileUtils.copyLarge, RetryingInputStream.

When an InputStream throws an exception from one of its read methods,
we should assume it's bad and reopen it.

The main changes here are:

- In FileUtils.copyLarge, replace InputStream with InputStreamSupplier.
- In RetryingInputStream, collapse retryCondition and resetCondition
  into a single condition. Also, make it required, since every usage
  is passing in a specific condition anyway.

* Test fixes.

* Fix read impl.
2022-03-05 14:39:14 -08:00
Gian Merlino ada3ae08df
Retain order in TaskReport. (#12005) 2022-03-04 08:06:20 -08:00
Frank Chen 36bc41855d
Set Content-Type for String based response (#12295) 2022-03-04 15:17:03 +08:00
Samarth Jain 58d05d7014
Fix ci (#12304) 2022-03-03 23:05:50 -08:00
Jason Koch 36193955b6
perf: eliminate expensive log construction in remote-task-runner shutdown (#12097) 2022-03-03 13:38:21 -08:00
Jason Koch f594e7ac24
perf: improve RemoteTaskRunner task assignment loop performance (#12096)
* perf: improve ZkWorker task lookup performance

This improves the performance of the ZkWorker task lookup loop by
eliminating repeat calls to getRunningTasks() in toImmutable(),
and reduces the work performed in isRunningTask() to stream-parse
the id field instead of entire JSON blob.
2022-03-02 09:38:32 -08:00
Tejaswini Bandlamudi 1af4c9c933
Display row stats for multiphase parallel indexing tasks (#12280)
Row stats are reported for single phase tasks in the `/liveReports` and `/rowStats` APIs
and are also a part of the overall task report. This commit adds changes to report
row stats for multiphase tasks too.

Changes:
- Add `TaskReport` in `GeneratedPartitionsReport` generated during hash and range partitioning
- Collect the reports for `index_generate` phase in `ParallelIndexSupervisorTask`
2022-03-02 10:10:31 +05:30
Laksh Singla 3f709db173
Make ParseExceptions more informative (#12259)
This PR aims to make the ParseExceptions in Druid more informative, by adding additional information (metadata) to the ParseException, which can contain additional information about the exception. For example - the path of the file generating the issue, the line number (where it can be easily fetched - like CsvReader)

Following changes are addressed in this PR:

A new class CloseableIteratorWithMetadata has been created which is like CloseableIterator but also has a metadata method that returns a context Map<String, Object> about the current element returned by next().
IntermediateRowParsingReader#read() now attaches the InputEntity and the "record number" which created the exception (while parsing them), and IntermediateRowParsingReader#sample attaches the InputEntity (but not the "record number").
TextReader (and its subclasses), which is a specific implementation of the IntermediateRowParsingReader also include the line number which caused the generation of the error.
This will also help in triaging the issues when InputSourceReader generates ParseException because it can point to the specific InputEntity which caused the exception (while trying to read it).
2022-02-28 22:31:15 +05:30
Xavier Léauté d105519558
Replace use of PowerMock with Mockito (#12282)
Mockito now supports all our needs and plays much better with recent Java versions.
Migrating to Mockito also simplifies running the kind of tests that required PowerMock in the past. 

* replace all uses of powermock with mockito-inline
* upgrade mockito to 4.3.1 and fix use of deprecated methods
* import mockito bom to align all our mockito dependencies
* add powermock to forbidden-apis to avoid accidentally reintroducing it in the future
2022-02-27 22:47:09 -08:00
Xavier Léauté 1434197ee1
update airline dependency to 2.x (#12270)
* upgrade Airline to Airline 2
  https://github.com/airlift/airline is no longer maintained, updating to
  https://github.com/rvesse/airline (Airline 2) to use an actively
  maintained version, while minimizing breaking changes.

  Note, this is a backwards incompatible change, and extensions relying on
  the CliCommandCreator extension point will also need to be updated.

* fix dependency checks where jakarta.inject is now resolved first instead
  of javax.inject, due to Airline 2 using jakarta
2022-02-27 15:19:28 -08:00
Jihoon Son e5ad862665
A new includeAllDimension flag for dimensionsSpec (#12276)
* includeAllDimensions in dimensionsSpec

* doc

* address comments

* unused import and doc spelling
2022-02-25 18:27:48 -08:00
AmatyaAvadhanula 1ec57cb935
Improve kinesis task assignment after resharding (#12235)
Problem:
- When a kinesis stream is resharded, the original shards are closed.
   Any intermediate shard created in the process is eventually closed as well.
- If a shard is closed before any record is put into it, it can be safely ignored for ingestion.
- It is expensive to determine if a closed shard is empty, since it requires a call to the Kinesis cluster.

Changes:
- Maintain a cache of closed empty and closed non-empty shards in `KinesisSupervisor`
- Add config `skipIngorableShards` to `KinesisSupervisorTuningConfig`
- The caches are used and updated only when `skipIgnorableShards = true`
2022-02-18 12:37:06 +05:30
AmatyaAvadhanula 393e9b68a8
Add config to limit task slots for parallel indexing tasks (#12221)
In extreme cases where many parallel indexing jobs are submitted together, it is possible
that the `ParallelIndexSupervisorTasks` take up all slots leaving no slot to schedule
their own sub-tasks thus stalling progress of all the indexing jobs.

Key changes:
- Add config `druid.indexer.runner.parallelIndexTaskSlotRatio` to limit the task slots
  for `ParallelIndexSupervisorTasks` per worker
- `ratio = 1` implies supervisor tasks can use all slots on a worker if needed (default behavior)
- `ratio = 0` implies supervisor tasks can not use any slot on a worker
   (actually, at least 1 slot is always available to ensure progress of parallel indexing jobs)
- `ImmutableWorkerInfo.canRunTask()`
- `WorkerHolder`, `ZkWorker`, `WorkerSelectUtils`
2022-02-15 23:15:09 +05:30
Kashif Faraz 95b388d2d1
Assign partitionIds in the same order as bucketIds (#12236)
When `ParallelIndexSupervisorTask` converts `BucketNumberedShardSpecs`
to corresponding `BuildingShardSpecs`, the bucketId order gets lost.
Particularly, for range partitioning, this results in the partitionIds not being in the same order
as increasing partition boundaries.

Changes
- Refactor `ParallelIndexSupervisorTask.groupGenericPartitionLocationsPerPartition()`
2022-02-10 11:08:39 +05:30
Jonathan Wei 33bc9226f0
Move task creation under stateChangeLock in SeekableStreamSupervisor (#12178) 2022-02-09 13:24:46 -06:00
Jihoon Son ab3d994a17
Lazy instantiation for segmentKillers, segmentMovers, and segmentArchivers (#12207)
* working

* Lazily load segmentKillers, segmentMovers, and segmentArchivers

* more tests

* test-jar plugin

* more coverage

* lazy client

* clean up changes

* checkstyle

* i did not change the branch condition

* adjust failure rate to run tests faster

* javadocs

* checkstyle
2022-02-08 13:02:06 -08:00
Maytas Monsereenusorn 2b8e7fc0b4
Add a flag to allow auto compaction task slot ratio to consider auto scaler slots (#12228)
* add impl

* fix checkstyle

* add unit tests

* checkstyle

* add IT

* fix IT

* add comments

* fix checkstyle
2022-02-06 20:46:05 -08:00
Kashif Faraz e648b01afb
Improve memory estimates in Aggregator and DimensionIndexer (#12073)
Fixes #12022  

### Description
The current implementations of memory estimation in `OnHeapIncrementalIndex` and `StringDimensionIndexer` tend to over-estimate which leads to more persistence cycles than necessary.

This PR replaces the max estimation mechanism with getting the incremental memory used by the aggregator or indexer at each invocation of `aggregate` or `encode` respectively.

### Changes
- Add new flag `useMaxMemoryEstimates` in the task context. This overrides the same flag in DefaultTaskConfig i.e. `druid.indexer.task.default.context` map
- Add method `AggregatorFactory.factorizeWithSize()` that returns an `AggregatorAndSize` which contains
  the aggregator instance and the estimated initial size of the aggregator
- Add method `Aggregator.aggregateWithSize()` which returns the incremental memory used by this aggregation step
- Update the method `DimensionIndexer.processRowValsToKeyComponent()` to return the encoded key component as well as its effective size in bytes
- Update `OnHeapIncrementalIndex` to use the new estimations only if `useMaxMemoryEstimates = false`
2022-02-03 10:34:02 +05:30
zachjsh f47e1e0dcc
Reduce RemoteTaskRunnerTest flakiness (#12211)
* * add more logging to start / stop of RemoteTaskRunner

* * add more logging

* Increase timeout on RemoteTaskRunnerTest

* Apply suggestions from code review

Co-authored-by: Suneet Saldanha <suneet@apache.org>

Co-authored-by: Suneet Saldanha <suneet@apache.org>
2022-02-01 15:35:18 -08:00
zachjsh f906f2f577
Fix HttpRemoteTaskRunner LifecycleStart / LifecycleStop race condition (#12184)
* * stop workers, remove listener, and call exitStop() on HttpRemoteTaskRunner @LifecycleStop

* * fix test failure
2022-01-27 13:15:14 -06:00
zachjsh 376d7c069d
Close provisioner during HttpRemotetaskRunner LifecycleStop (#12176)
Fixed an issue where the provisionerService which can be used to spawn resources as needed is left running on a non-leader coordinator/overlord, after it is removed from leadership. Provisioning should only be done by the leader. To fix the issue, a call to stop the provisionerService was added to the stop() method of HttpRemoteTaskRunner class. The provisionerService was properly closed on other TaskRunner types.
2022-01-20 13:32:08 -05:00
Abhishek Agarwal 53c0e489c2
Fix infinite retrying during task pausing (#12167)
This fixes a bug that causes TaskClient in overlord to continuously retry to pause tasks. This can happen when a task is not responding to the pause command. Ideally, in such a case when the task is unresponsive, the overlord would have given up after a few retries and would have killed the task. However, due to this bug, retries go on forever.
2022-01-19 09:03:36 +05:30
Maytas Monsereenusorn bd7fe45da0
Support adding metrics in Auto Compaction (#12125)
* add impl

* add impl

* add unit tests

* add unit tests

* add unit tests

* add unit tests

* add unit tests

* add integration tests

* add integration tests

* fix LGTM

* fix test

* remove doc
2022-01-17 20:19:31 -08:00
Jonathan Wei 3f79453506
Lock count guardrail for parallel single phase/sequential task (#12052)
* Lock count guardrail for parallel single phase/sequential task

* PR comments
2021-12-15 11:12:21 -06:00
Lucas Capistrant 761fe9f144
Add new metric that quantifies how long batch ingest jobs waited for segment availability and whether or not that wait was successful (#12002)
* add a unit test that tests that new metric is emitted

* remove unused import

* clarify in doc that this is for batch tasks

* fix IndexTaskTest
2021-12-10 11:40:52 -06:00
imply-cheddar a8b916576d
Allow for appending tasks to co-exist with each other. (#12041)
* Allow for appending tasks to co-exist with each other.

Add a config parameter for appending tasks to allow them to
use a SHARED lock.  This will allow multiple appending tasks
to add segments to the same datasource at the same time.

This config should actually be the default, but it is added
as a config to enable a smooth transition/validation in
production settings before forcing it as the default
behavior going forward.

This change leverages the TaskLockType.SHARED that existed
previously, this used to carry the semantics of a READ lock,
which was "escalated" when the task wanted to actually
persist the segment.  As of many moons before this diff, the
SHARED lock had stopped being used but was still piped into
the code.  It turns out that with a few tweaks, it can be
adjusted to be a shared lock for append tasks to allow them
all to write to the same datasource, so that is what this does.

* Can only reuse the shared lock if using the same groupId

* Need to serialize out the task lock type

* Adjust Unit tests to expect new field in JSON
2021-12-09 16:46:40 -08:00
Jonathan Wei 229f82a6f0
Add parse error list API for stream supervisors, use structured object for parse exceptions, simplify parse exception message (#11961)
* Add parse error list API for stream supervisors, simplify parse exception message

* Add input string to parse exception

* Use structured ParseExceptionReport

* Fix tests

* Add test

* PR comments, add ParseExceptionReport equals verifier

* Fix test
2021-12-09 15:42:55 -06:00
Gian Merlino 76d281d64f
Enable allocating segments at ALL granularity. (#12003)
* Enable allocating segments at ALL granularity.

The main change is that Granularity.granularitiesFinerThan will return ALL if ALL
is passed in.

Allocating segments at ALL granularity is somewhat unconventional, but there
is nothing wrong with it, and it actually makes a lot of sense for tables that
are meant to be used for lookups or dimensions rather than main fact tables.
This change enables ALL segmentGranularity to work properly in appendToExisting
mode.

Also clarifies behavior in javadocs and tests.

* Move tests to improve coverage.
2021-12-03 14:15:05 -08:00
Gian Merlino bc2cc47db6
SeekableStreamSupervisor: Coalesce adjacent RunNotices. (#12018)
The idea is that if multiple notices come in around the same time due
to rapid task status changes, we only need to execute one of them.
2021-12-03 13:42:03 -08:00
Gian Merlino e0e05aad99
Enhancements to IndexTaskClient. (#12011)
* Enhancements to IndexTaskClient.

1) Ability to use handlers other than StringFullResponseHandler. This
   functionality is not used in production code yet, but is useful
   because it will allow tasks to communicate with each other in
   non-string-based formats and in streaming fashion. In the future,
   we'll be able to use this to make task-to-task communication
   more efficient.

2) Truncate server errors at 1KB, so long errors do not pollute logs.

3) Change error log level for retryable errors from WARN to INFO. (The
   final error is still WARN.)

4) Harmonize log and exception messages to have a more consistent format.

* Additional tests and improvements.
2021-12-03 09:14:32 -08:00
Frank Chen c2cea25a6b
Improve exception message when loading data from web-console (#11723)
* Improve exception handling

* Revert some changes

* Resolve comments

* Update indexing-service/src/main/java/org/apache/druid/indexing/overlord/sampler/SamplerExceptionMapper.java

Co-authored-by: Karan Kumar <karankumar1100@gmail.com>

* Update indexing-service/src/main/java/org/apache/druid/indexing/overlord/sampler/SamplerExceptionMapper.java

Co-authored-by: Karan Kumar <karankumar1100@gmail.com>

* Address review comments

Co-authored-by: Karan Kumar <karankumar1100@gmail.com>
2021-12-03 21:33:49 +08:00
Paul Rogers a66f10eea1
Code cleanup from query profile project (#11822)
* Code cleanup from query profile project

* Fix spelling errors
* Fix Javadoc formatting
* Abstract out repeated test code
* Reuse constants in place of some string literals
* Fix up some parameterized types
* Reduce warnings reported by Eclipse

* Reverted change due to lack of tests
2021-11-30 11:35:38 -08:00
Gian Merlino f6e6ca2893
Use intermediate-persist IndexSpec during multiphase merge. (#11940)
* Use intermediate-persist IndexSpec during multiphase merge.

The main change is the addition of an intermediate-persist IndexSpec
to the main "merge" method in IndexMerger. There are also a few minor
adjustments to the IndexMerger interface to encourage more harmonious
usage of its methods in the future.

* Additional changes inspired by the test coverage checker.

- Remove unused-in-production IndexMerger methods "append" and "convert".
- Add additional unit tests to UnifiedIndexerAppenderatorsManager.

* Additional adjustments.

* Even more additional adjustments.

* Test fixes.
2021-11-29 15:08:49 -08:00
Frank Chen 98957be044
Return HTTP 404 instead of 400 for supervisor/task endpoints (#11724)
* Use 404 instead of 400

* Use 404 instead of 400

* Add UT test cases

* Add IT testcases

* add UT for task resource filter

Signed-off-by: frank chen <frank.chen021@outlook.com>

* Using org.testing.Assert instead of org.junit.Assert

* Resolve comments and fix test

* Fix test

* Fix tests

* Resolve comments
2021-11-25 13:09:47 +08:00
Rohan Garg 2c08055962
Specify time column for first/last aggregators (#11949)
Add the ability to pass time column in first/last aggregator (and latest/earliest SQL functions). It is to support cases where the time to query upon is stored as a part of a column different than __time. Also, some other logical time column can be specified.
2021-11-25 09:44:14 +05:30
Gian Merlino 3d72e66f56
Consolidate a bunch of ad-hoc segments metadata SQL; fix some bugs. (#11582)
* Consolidate a bunch of ad-hoc segments metadata SQL; fix some bugs.

This patch gathers together a variety of SQL from SqlSegmentsMetadataManager
and IndexerSQLMetadataStorageCoordinator into a new class SqlSegmentsMetadataQuery.
It focuses on SQL related to retrieving segment payloads and marking
segments used and unused.

In addition to cleaning up the code a bit, this patch also fixes a bug
with years before 0 or after 9999. The prior SQL did not work properly
because dates outside this range cannot be compared as strings. The new
code does work for these far-past and far-future years.

So, if you're ever interested in using Druid to analyze things from
ancient Babylon, you better apply this patch first!

* Fix test compiling.

* Fixes and improvements.

* Fix forbidden API.

* Additional fixes.
2021-11-24 14:51:53 -08:00
Gian Merlino 5e168b861a
StorageAdapter: Add getRowSignature method. (#11953)
Simplifies logic for callers that only want to get a list of all the
column names, or column names and types. Updated callers SegmentAnalyzer,
HashJoinSegmentStorageAdapter, and DruidSegmentReader.
2021-11-24 13:14:25 -08:00
Maytas Monsereenusorn bb3d2a433a
Support filtering data in Auto Compaction (#11922)
* add impl

* fix checkstyle

* add test

* add test

* add unit tests

* fix unit tests

* fix unit tests

* fix unit tests

* add IT

* add IT

* add comments

* fix spelling
2021-11-24 10:56:38 -08:00
Kashif Faraz 48dbe0ea45
Handle null values in Range Partition dimension distribution (#11973)
This PR adds support for handling null dimension values while creating partition boundaries
in range partitioning.

This means that we can now have partition boundaries like [null, "abc"] or ["abc", null, "def"].
2021-11-24 14:30:02 +05:30
Clint Wylie f260bbed23
restore and deprecate AggregatorFactory methods (#11917)
* add back and deprecate aggregator factory methods so i can say i told you so when i delete these later

* rename to make less ambiguous, fix fill method

* adjust
2021-11-19 15:59:35 -08:00
Gian Merlino 36ee0367ff
Scan: Add "orderBy" parameter. (#11930)
* Scan: Add "orderBy" parameter.

This patch adds an API for requesting non-time orderings, although it
does not actually add the ability to execute such queries.

The changes are done in such a way that no matter how Scan query objects
are constructed, they will have a correct "getOrderBy". This will enable
us to switch the execution to exclusively use "getOrderBy" later on when
it's implemented.

Scan queries are serialized such that they only include "order" (time
order) if the ordering is time-based, and they only include "orderBy" if
the ordering is non-time-based. This maximizes compatibility with
the existing API while also providing a clean look for formatted queries.

Because this patch does not include execution logic, if someone actually
tries to run a query with non-time ordering, then they will get an error
like "Cannot execute query with orderBy [quality ASC]".

* SQL module fixes.

* Add spotbugs-exclude.

* Remove unused method.
2021-11-19 08:19:12 -08:00
Nikhil Navadiya 3c51136098
Add worker category dimension (#11554)
* Add worker category as dimension in TaskSlotCountStatsMonitor

* Change description

* Add workerConfig as field

* Modify HttpRemoteTaskRunnerTest to test worker category in taskslot metrics

* Fixing tests

* Fixing alerts

* Adding unit test in SingleTaskBackgroundRunnerTest for task slot metrics APIs

* Resolving false positive spell check

* addressing comments

* throw UnsupportedOperationException for tasklotmetrics APIs in SingleTaskBackgroundRunner

Co-authored-by: Nikhil Navadiya <nnavadiya@twitter.com>
2021-11-18 22:59:07 -08:00
Clint Wylie 7f0bede878
autocompaction support for complex dimensions (#11924)
* autocompaction support for complex dimensions

* more test
2021-11-16 15:57:44 -08:00
Agustin Gonzalez a13a96d5e0
Avoid materializing list of segment files when finding a partition file during shuffle (#11903)
* Avoid materializing list of segment files (it can cause OOM/memory pressure) as well as looping over the files.

* Validate subTaskId
2021-11-11 10:51:52 -07:00
Kashif Faraz 223c5692a8
Add dimension partitioningType to metrics to track usage of different partitioning schemes (#11902)
Add method ShardSpec.getType() to get name of shard spec type
List all names of shard spec types in the interface ShardSpec itself
for easy reference and maintenance
Add dimension partitioningType to metric segment/added/bytes
2021-11-11 18:34:27 +05:30
Gian Merlino babf00f8e3
Migrate File.mkdirs to FileUtils.mkdirp. (#11879)
* Migrate File.mkdirs to FileUtils.mkdirp.

* Remove unused imports.

* Fix LookupReferencesManager.

* Simplify.

* Also migrate usages of forceMkdir.

* Fix var name.

* Fix incorrect call.

* Update test.
2021-11-09 11:10:49 -08:00
Maytas Monsereenusorn ddc68c6a81
Support changing dimension schema in Auto Compaction (#11874)
* add impl

* add unit tests

* fix checkstyle

* add impl

* add impl

* add impl

* add impl

* add impl

* add impl

* fix test

* add IT

* add IT

* fix docs

* add test

* address comments

* fix conflict
2021-11-08 21:17:08 -08:00
Kashif Faraz 2d77e1a3c6
Add support for multi dimension range partitioning (#11848)
This PR adds support for range partitioning on multiple dimensions. It extends on the
concept and implementation of single dimension range partitioning.

The new partition type added is range which corresponds to a set of Dimension Range Partition classes. single_dim is now treated as a range type partition with a single partition dimension.

The start and end values of a DimensionRangeShardSpec are represented
by StringTuples, where each String in the tuple is the value of a partition dimension.
2021-11-06 12:50:17 +05:30
Karan Kumar 90640bb316
Support for hadoop 3 via maven profiles (#11794)
Add support for hadoop 3 profiles . Most of the details are captured in #11791 .
We use a combination of maven profiles and resource filtering to achieve this. Hadoop2 is supported by default and a new maven profile with the name hadoop3 is created. This will allow the user to choose the profile which is best suited for the use case.
2021-10-30 22:46:24 +05:30
Maytas Monsereenusorn 33d9d9bd74
Add rollup config to auto and manual compaction (#11850)
* add rollup to auto and manual compaction

* add unit tests

* add unit tests

* add IT

* fix checkstyle
2021-10-29 10:22:25 -07:00
Jonathan Wei a96aed021e
Fix indefinite WAITING batch task when lock is revoked (#11788)
* Fix indefinite WAITING batch task when lock is revoked

* Use revoked property on TaskLock

* Update TimeChunkLockAcquireAction to return TaskLock for revoked locks
2021-10-27 17:49:15 -05:00
Liran Funaro 9ca8f1ec97
Remove IncrementalIndex template modifier (#11160)
Co-authored-by: Liran Funaro <liran.funaro@verizonmedia.com>
2021-10-27 13:10:37 -07:00
Kashif Faraz abac9e39ed
Revert permission changes to Supervisor and Task APIs (#11819)
* Revert "Require Datasource WRITE authorization for Supervisor and Task access (#11718)"

This reverts commit f2d6100124.

* Revert "Require DATASOURCE WRITE access in SupervisorResourceFilter and TaskResourceFilter (#11680)"

This reverts commit 6779c4652d.

* Fix docs for the reverted commits

* Fix and restore deleted tests

* Fix and restore SystemSchemaTest
2021-10-25 14:50:38 +05:30
Gian Merlino 98ecbb21cd
Remove CloseQuietly and migrate its usages to other methods. (#10247)
* Remove CloseQuietly and migrate its usages to other methods.

These other methods include:

1) New method CloseableUtils.closeAndWrapExceptions, which wraps IOExceptions
   in RuntimeExceptions for callers that just want to avoid dealing with
   checked exceptions. Most usages were migrated to this method, because it
   looks like they were mainly attempts to avoid declaring a throws clause,
   and perhaps were unintentionally suppressing IOExceptions.
2) New method CloseableUtils.closeInCatch, designed to properly close something
   in a catch block without losing exceptions. Some usages from catch blocks
   were migrated here, when it seemed that they were intended to avoid checked
   exception handling, and did not really intend to also suppress IOExceptions.
3) New method CloseableUtils.closeAndSuppressExceptions, which sends all
   exceptions to a "chomper" that consumes them. Nothing is thrown or returned.
   The behavior is slightly different: with this method, _all_ exceptions are
   suppressed, not just IOExceptions. Calls that seemed like they had good
   reason to suppress exceptions were migrated here.
4) Some calls were migrated to try-with-resources, in cases where it appeared
   that CloseQuietly was being used to avoid throwing an exception in a finally
   block.

🎵 You don't have to go home, but you can't stay here... 🎵

* Remove unused import.

* Fix up various issues.

* Adjustments to tests.

* Fix null handling.

* Additional test.

* Adjustments from review.

* Fixup style stuff.

* Fix NPE caused by holder starting out null.

* Fix spelling.

* Chomp Throwables too.
2021-10-23 17:03:21 -07:00
Gian Merlino cb9bc15e95
Fix task report streaming in https setups. (#11739)
* Fix task report streaming in https setups.

* Trivial change to re-trigger ITs.
2021-10-22 19:07:29 -07:00
Clint Wylie 187df58e30
better types (#11713)
* better type system

* needle in a haystack

* ColumnCapabilities is a TypeSignature instead of having one, INFORMATION_SCHEMA support

* fixup merge

* more test

* fixup

* intern

* fix

* oops

* oops again

* ...

* more test coverage

* fix error message

* adjust interning, more javadocs

* oops

* more docs more better
2021-10-19 01:47:25 -07:00
David Bar 7d4841471f
Optimize supervisor history retrieval for specific id (#11807)
Optimization. Fetch from the metadata store only the relevant history items for the requested supervisor id.
2021-10-19 14:08:25 +05:30
Kashif Faraz f2d6100124
Require Datasource WRITE authorization for Supervisor and Task access (#11718)
Follow up PR for #11680

Description
Supervisor and Task APIs are related to ingestion and must always require Datasource WRITE
authorization even if they are purely informative.

Changes
Check Datasource WRITE in SystemSchema for tables "supervisors" and "tasks"
Check Datasource WRITE for APIs /supervisor/history and /supervisor/{id}/history
Check Datasource for all Indexing Task APIs
2021-10-08 10:39:48 +05:30
Maytas Monsereenusorn 3c487ff5b4
fix broken build (#11727) 2021-09-21 22:59:51 +07:00
Lucas Capistrant 5c3f3da146
Add handoff wait time to IngestionStatsAndErrorsTaskReportData (#11090)
* Add handoff wait time to ingestion stats report. Refactor some code for batch handoff

* fix checkstyle

* Add assertion to AbstractITBatchIndexTask to make sure report reflects wait for segments happened

* add docs to the task reports section of doc
2021-09-20 22:48:44 -07:00
Jonathan Wei 22b41ddbbf
Task reports for parallel task: single phase and sequential mode (#11688)
* Task reports for parallel task: single phase and sequential mode

* Address comments

* Add null check for currentSubTaskHolder
2021-09-16 13:58:11 -05:00
Kashif Faraz 6779c4652d
Require DATASOURCE WRITE access in SupervisorResourceFilter and TaskResourceFilter (#11680)
* Require DATASOURCE WRITE access in SupervisorResourceFilter and TaskResourceFilter

* Remove unused imports

* Add SupervisorResourceFilterTest

* Verify mocks in test
2021-09-09 11:55:30 -07:00
Clint Wylie fe1d8c206a
bump version to 0.23.0-SNAPSHOT (#11670) 2021-09-08 15:56:04 -07:00
Agustin Gonzalez 9efa6cc9c8
Make persists concurrent with adding rows in batch ingestion (#11536)
* Make persists concurrent with ingestion

* Remove semaphore but keep concurrent persists (with add) and add push in the backround as well

* Go back to documented default persists (zero)

* Move to debug

* Remove unnecessary Atomics

* Comments on synchronization (or not) for sinks & sinkMetadata

* Some cleanup for unit tests but they still need further work

* Shutdown & wait for persists and push on close

* Provide support for three existing batch appenderators using batchProcessingMode flag

* Fix reference to wrong appenderator

* Fix doc typos

* Add BatchAppenderators class test coverage

* Add log message to batchProcessingMode final value, fix typo in enum name

* Another typo and minor fix to log message

* LEGACY->OPEN_SEGMENTS, Edit docs

* Minor update legacy->open segments log message

* More code comments, mostly small adjustments to naming etc

* fix spelling

* Exclude BtachAppenderators from Jacoco since it is fully tested but Jacoco still refuses to ack coverage

* Coverage for Appenderators & BatchAppenderators, name change of a method that was still using "legacy" rather than "openSegments"

Co-authored-by: Clint Wylie <cjwylie@gmail.com>
2021-09-08 13:31:52 -07:00
Parag Jain c7b46671b3
option to use deep storage for storing shuffle data (#11507)
Fixes #11297.
Description

Description and design in the proposal #11297
Key changed/added classes in this PR

    *DataSegmentPusher
    *ShuffleClient
    *PartitionStat
    *PartitionLocation
    *IntermediaryDataManager
2021-08-13 16:40:25 -04:00
Clint Wylie f2ac6cd96e
fix parse exception handling for stream parsers (#11556)
* fix parse exception handling

* fix style and inspections
2021-08-09 12:40:44 -07:00
Maytas Monsereenusorn 06bae29979
Fix ingestion task failure when no input split to process (#11553)
* fix ingestion task failure when no input split to process

* add IT

* fix IT
2021-08-09 23:11:08 +07:00
Rohan Garg 1a562f444c
Cleanup hadoop dependencies in indexing modules (#11516)
* Remove hadoop-yarn-common dependency

(cherry picked from commit d767c8f3d204d9d27d8122d55680c3c9f1cfe473)

* Remove hdfs dependency from druid core
2021-08-03 17:56:54 -07:00
Agustin Gonzalez a2da407b70
Add error msg to parallel task's TaskStatus (#11486)
* Add error msg to parallel task's TaskStatus

* Consolidate failure block

* Add failure test

* Make it fail

* Add fail while stopped

* Simplify hash task test using a runner that fails after so many runs (parameter)

* Remove unthrown exception

* Use runner names to identify phase

* Added range partition kill test & fixed a timing bug with the custom runner

* Forbidden api

* Style

* Unit test code cleanup

* Added message to invalid state exception and improved readability  of the phase error messages for the parallel task failure unit tests
2021-08-02 12:11:28 -07:00
Harini Rajendran 995d99d9e4
add ingest/notices/queueSize metric to give visibility into supervisor notices queue size (#11417) 2021-07-30 07:59:26 -07:00
Jonathan Wei 9b250c54aa
Allow kill task to mark segments as unused (#11501)
* Allow kill task to mark segments as unused

* Add IndexerSQLMetadataStorageCoordinator test

* Update docs/ingestion/data-management.md

Co-authored-by: Jihoon Son <jihoonson@apache.org>

* Add warning to kill task doc

Co-authored-by: Jihoon Son <jihoonson@apache.org>
2021-07-29 10:48:43 -05:00
Maytas Monsereenusorn c068906fca
Make intermediate store for shuffle tasks an extension point (#11492)
* add interface

* add docs

* fix errors

* fix injection

* fix injection

* update javadoc
2021-07-27 11:29:43 +07:00
Abhishek Agarwal ce1faa5635
Make SegmentLoader extensible and customizable (#11398)
This PR refactors the code related to segment loading specifically SegmentLoader and SegmentLoaderLocalCacheManager. SegmentLoader is marked UnstableAPI which means, it can be extended outside core druid in custom extensions. Here is a summary of changes

SegmentLoader returns an instance of ReferenceCountingSegment instead of Segment. Earlier, SegmentManager was wrapping Segment objects inside ReferenceCountingSegment. That is now moved to SegmentLoader. With this, a custom implementation can track the references of segments. It also allows them to create custom ReferenceCountingSegment implementations. For this reason, the constructor visibility in ReferenceCountingSegment is changed from private to protected.
SegmentCacheManager has two additional methods called - reserve(DataSegment) and release(DataSegment). These methods let the caller reserve or release space without calling SegmentLoader#getSegment. We already had similar methods in StorageLocation and now they are available in SegmentCacheManager too which wraps multiple locations.
Refactoring to simplify the code in SegmentCacheManager wherever possible. There is no change in the functionality.
2021-07-22 18:00:49 +05:30
Jihoon Son 0453e461f6
Add errorMessage in taskStatus for task failures in middleManagers/indexers/peons (#11446)
* Add error message; add unit tests for ForkingTaskRunner

* add tests

* fix comment

* unused import

* add exit code in error message

* fix test
2021-07-20 21:34:53 -07:00
Abhishek Agarwal 94c1671eaf
Split SegmentLoader into SegmentLoader and SegmentCacheManager (#11466)
This PR splits current SegmentLoader into SegmentLoader and SegmentCacheManager.

SegmentLoader - this class is responsible for building the segment object but does not expose any methods for downloading, cache space management, etc. Default implementation delegates the download operations to SegmentCacheManager and only contains the logic for building segments once downloaded. . This class will be used in SegmentManager to construct Segment objects.

SegmentCacheManager - this class manages the segment cache on the local disk. It fetches the segment files to the local disk, can clean up the cache, and in the future, support reserve and release on cache space. [See https://github.com/Make SegmentLoader extensible and customizable #11398]. This class will be used in ingestion tasks such as compaction, re-indexing where segment files need to be downloaded locally.
2021-07-21 00:14:19 +05:30
Jihoon Son 8729b40893
Add the error message in taskStatus for task failures in overlord (#11419)
* add error messages in taskStatus for task failures in overlord

* unused imports

* add helper message for logs to look up

* fix tests

* fix counting the same task failures more than once

* same fix for HttpRemoteTaskRunner
2021-07-15 13:14:28 -07:00
Maytas Monsereenusorn 8d7d60d18e
Improve Auto scaler pendingTaskBased provisioning strategy to handle when there are no currently running worker node better (#11440)
* fix pendingTaskBased

* fix doc

* address comments

* address comments

* address comments

* address comments

* address comments

* address comments

* address comments
2021-07-15 06:52:25 +07:00
Agustin Gonzalez 7e61042794
Bound memory utilization for dynamic partitioning (i.e. memory growth is constant) (#11294)
* Bound memory in native batch ingest create segments

* Move BatchAppenderatorDriverTest to indexing service... note that we had to put the sink back in sinks in mergeandpush since the persistent data needs to be dropped and the sink is required for that

* Remove sinks from memory and clean up intermediate persists dirs manually after sink has been merged

* Changed name from RealtimeAppenderator to StreamAppenderator

* Style

* Incorporating tests from StreamAppenderatorTest

* Keep totalRows and cleanup code

* Added missing dep

* Fix unit test

* Checkstyle

* allowIncrementalPersists should always be true for batch

* Added sinks metadata

* clear sinks metadata when closing appenderator

* Style + minor edits to log msgs

* Update sinks metadata & totalRows when dropping a sink (segment)

* Remove max

* Intelli-j check

* Keep a count of hydrants persisted by sink for sanity check before merge

* Move out sanity

* Add previous hydrant count to sink metadata

* Remove redundant field from SinkMetadata

* Remove unneeded functions

* Cleanup unused code

* Removed unused code

* Remove unused field

* Exclude it from jacoco because it is very hard to get branch coverage

* Remove segment announcement and some other minor cleanup

* Add fallback flag

* Minor code cleanup

* Checkstyle

* Code review changes

* Update batchMemoryMappedIndex name

* Code review comments

* Exclude class from coverage, will include again when packaging gets fixed

* Moved test classes to server module

* More BatchAppenderator cleanup

* Fix bug in wrong counting of totalHydrants plus minor cleanup in add

* Removed left over comments

* Have BatchAppenderator follow the Appenderator contract for push & getSegments

* Fix LGTM violations

* Review comments

* Add stats after push is done

* Code review comments (cleanup, remove rest of synchronization constructs in batch appenderator, reneame feature flag,
remove real time flag stuff from stream appenderator, etc.)

* Update javadocs

* Add thread safety notice to BatchAppenderator

* Further cleanup config

* More config cleanup
2021-07-09 00:10:29 -07:00
Harini Rajendran 4c90c0c21d
Adding more debug logs to increase visibility into StreamSupervisor notices queue size and processing time. (#11415) 2021-07-08 16:15:15 -07:00
Jason Koch d3220693f3
perf: improve concurrency and improve perf for task query in HeapMemoryTaskStorage (#11272)
* perf: improve concurrency and reduce algorithmic cost for task querying in HeapMemoryTaskStorage

* fix: address intellij linter concern regarding use of ConcurrentMap interface

* nit: document thread safety of HeapMemoryTaskStorage

* empty to trigger ci
2021-07-05 10:07:26 +08:00
Abhishek Agarwal 03a6a6d6e1
Replace Processing ExecutorService with QueryProcessingPool (#11382)
This PR refactors the code for QueryRunnerFactory#mergeRunners to accept a new interface called QueryProcessingPool instead of ExecutorService for concurrent execution of query runners. This interface will let custom extensions inject their own implementation for deciding which query-runner to prioritize first. The default implementation is the same as today that takes the priority of query into account. QueryProcessingPool can also be used as a regular executor service. It has a dedicated method for accepting query execution work so implementations can differentiate between regular async tasks and query execution tasks. This dedicated method also passes the QueryRunner object as part of the task information. This hook will let custom extensions carry any state from QuerySegmentWalker to QueryProcessingPool#mergeRunners which is not possible currently.
2021-07-01 16:03:08 +05:30
Yi Yuan de8daf8139
Delete buildV9Directly in Kafka and Kinesis Indexing Service (#11351)
* delete_buildV9Directly_in_kafka_and_kinesis_indexing_service

* delete

* delete them from server

* delete buildV9Directly from hadoop indexing

* bug fixed

Co-authored-by: yuanyi <yuanyi@freewheel.tv>
2021-06-23 16:36:46 -07:00
Xavier Léauté c8b3f8cc00
avoid logging pause message multiple times (#11375)
In some instances the ingestion thread could be woken up spuriously,
resulting in the "Received pause command..." log message getting logged
multiple times. This change ensures we only log it once the first time
the pause is requested.
2021-06-22 09:30:38 -07:00
Kashif Faraz f0b105ec63
Temporarily skip compaction for locked intervals (#11190)
* Add overlord API /lockedIntervals. Skip compaction for locked intervals

* Revert formatting changes

* Add license info

* Fix checkstyle

* Remove invalid API invocation

* Fix checkstyle

* Add DatasourceIntervalsTest

* Fix checkstyle

* Remove LockedIntervalsResponse

* Add integration tests for lockedIntervals

* Add ITAutoCompactionLockContentionTest

* Add config druid.coordinator.compaction.skipLockedIntervals

* Add test for TaskQueue
2021-06-20 17:21:59 -07:00
Xavier Léauté 712f2a5d00
upgrade error-prone to 2.7.1 and support checks with Java 11+ (#11363)
* upgrade error-prone to 2.7.1 and support checks with Java 11+

- upgrade error-prone to 2.7.1
- support running error-prone with Java 11 and above using -Xplugin
  instead of custom compiler
- add compiler arguments to ignore warnings/errors in Java 15/16
- introduce strictCompile property to enable strict profiles since we
  now need multiple strict profiles for Java 8
- properly exclude all generated source files from error-prone
- fix druid-processing overriding annotation processors from parent pom
- fix druid-core disabling most non-default checks
- align plugin and annotation errorprone versions
- fix / suppress additional issues found by error-prone:
  * fix bug in SeekableStreamSupervisor initializing ArrayList size with
    the taskGroupdId
  * fix missing @Override annotations
- remove outdated compiler plugin in benchmarks
- remove deleted ParameterPackage error-prone rule
- re-enable checks on benchmark module as well

* fix IntelliJ inspections

* disable LongFloatConversion due to bug in error-prone with JDK 8

* add comment about InsecureCrypto
2021-06-16 12:55:34 -07:00
dependabot[bot] 167044f715
Bump fastutil from 8.2.3 to 8.5.4 (#11347)
* Bump fastutil from 8.2.3 to 8.5.4

Bumps [fastutil](https://github.com/vigna/fastutil) from 8.2.3 to 8.5.4.
- [Release notes](https://github.com/vigna/fastutil/releases)
- [Changelog](https://github.com/vigna/fastutil/blob/master/CHANGES)
- [Commits](https://github.com/vigna/fastutil/compare/8.2.3...8.5.4)

---
updated-dependencies:
- dependency-name: it.unimi.dsi:fastutil
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>

* update licenses.yaml
* update maven dependency list for -core and -extra libraries to pass maven dependency checks

Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Xavier Léauté <xvrl@apache.org>
2021-06-10 07:43:18 -07:00
zachjsh 27f1b6cbf3
Fix Index hadoop failing with index.zip is not a valid DFS filename (#11316)
* * Fix bug

* * simplify class loading

* * fix example configs for integration tests

* Small classloader cleanup

Co-authored-by: jon-wei <jon.wei@imply.io>
2021-06-01 19:14:50 -04:00
Xavier Léauté b517c3339b
remove ZooKeeper 3.4 support + pass tests with Java 15 (#11073)
With this change, Druid will only support ZooKeeper 3.5.x and later.

In order to support Java 15 we need to switch to ZK 3.5.x client libraries and drop support for ZK 3.4.x
(see #10780 for the detailed reasons) 

* remove ZooKeeper 3.4.x compatibility
* exclude additional ZK 3.5.x netty dependencies to ensure we use our version
* keep ZooKeeper version used for integration tests in sync with client library version
* remove the need to specify ZK version at runtime for docker
* add support to run integration tests with JDK 15
* build and run unit tests with Java 15 in travis
2021-05-25 12:49:49 -07:00
Jihoon Son 4100c5edc0
Fix taskQueue to honor (#11243)
useLineageBasedSegmentAllocation in default taskContext
2021-05-14 09:30:50 +08:00
Agustin Gonzalez 8e5048e643
Avoid memory mapping hydrants after they are persisted & after they are merged for native batch ingestion (#11123)
* Avoid mapping hydrants in create segments phase for native ingestion

* Drop queriable indices after a given sink is fully merged

* Do not drop memory mappings for realtime ingestion

* Style fixes

* Renamed to match use case better

* Rollback memoization code and use the real time flag instead

* Null ptr fix in FireHydrant toString plus adjustments to memory pressure tracking calculations

* Style

* Log some count stats

* Make sure sinks size is obtained at the right time

* BatchAppenderator unit test

* Fix comment typos

* Renamed methods to make them more readable

* Move persisted metadata from FireHydrant class to AppenderatorImpl. Removed superfluous differences and fix comment typo. Removed custom comparator

* Missing dependency

* Make persisted hydrant metadata map concurrent and better reflect the fact that keys are Java references. Maintain persisted metadata when dropping/closing segments.

* Replaced concurrent variables with normal ones

* Added   batchMemoryMappedIndex "fallback" flag with default "false". Set this to "true" make code fallback to previous code path.

* Style fix.

* Added note to new setting in doc, using Iterables.size (and removing a dependency), and fixing a typo in a comment.

* Forgot to commit this edited documentation message
2021-05-11 14:34:26 -07:00
Maytas Monsereenusorn 4326e699bd
Add feature to automatically remove datasource metadata based on retention period (#11227)
* add auto clean up datasource metadata

* add test

* fix checkstyle

* add comments

* fix error

* address comments

* Address comments

* fix test

* fix test

* fix typo

* add comment

* fix test

* fix test
2021-05-11 01:22:33 -07:00
Jihoon Son 2df42143ae
Fix idempotence of segment allocation and task report apis in native batch ingestion (#11189)
* Fix idempotence of segment allocation and task report apis in native
batch ingestion

* better error and javadoc

* checkstyle and dependency

* fix tests and add more tests

* task config instead of context; add doc

* unused import and dependency

* typo in doc

* fix unintended changes

* fix wrong import

* remove unnecessary error handling

* add task context back

* default task context

* fix test and doc

* address comments

* unused imports
2021-05-07 14:29:48 -07:00
zachjsh 99f39c7202
Hadoop segment index file rename (#11194)
* Do stuff

* Do more stuff

* * Do more stuff

* * Do more stuff

* * working

* * cleanup

* * more cleanup

* * more cleanup

* * add license header

* * Add unit tests

* * add java docs

* * add more unit tests

* * Cleanup test

* * Move removing of workingPath to index task rather than in hadoop job.

* * Address review comments

* * remove unused import

* * Address review comments

* Do not overwrite segment descriptor for segment if it already exists.

* * add comments to FileSystemHelper class

* * fix local hadoop integration test

* * Fix failing test failures when running with java11

* Revert "Revert "Adjust HadoopIndexTask temp segment renaming to avoid potential race conditions (#11075)" (#11151)"

This reverts commit 49a9c3ffb7.

* * remove JobHelperPowerMockTest

* * remove FileSystemHelper class
2021-05-04 20:22:18 -04:00
Jonathan Wei 49a9c3ffb7
Revert "Adjust HadoopIndexTask temp segment renaming to avoid potential race conditions (#11075)" (#11151)
This reverts commit a2892d9c40.
2021-04-22 15:33:27 -07:00
zachjsh a2892d9c40
Adjust HadoopIndexTask temp segment renaming to avoid potential race conditions (#11075)
* Do stuff

* Do more stuff

* * Do more stuff

* * Do more stuff

* * working

* * cleanup

* * more cleanup

* * more cleanup

* * add license header

* * Add unit tests

* * add java docs

* * add more unit tests

* * Cleanup test

* * Move removing of workingPath to index task rather than in hadoop job.

* * Address review comments

* * remove unused import

* * Address review comments

* Do not overwrite segment descriptor for segment if it already exists.

* * add comments to FileSystemHelper class

* * fix local hadoop integration test
2021-04-21 12:24:31 -07:00