Commit Graph

89 Commits

Author SHA1 Message Date
Jihoon Son 56ab4363ea
Native parallel batch indexing without shuffle (#5492)
* Native parallel indexing without shuffle

* fix build

* fix ci

* fix ingestion without intervals

* fix retry

* fix retry

* add it test

* use chat handler

* fix build

* add docs

* fix ITUnionQueryTest

* fix failures

* disable metrics reporting

* working

* Fix split of static-s3 firehose

* Add endpoints to supervisor task and a unit test for endpoints

* increase timeout in test

* Added doc

* Address comments

* Fix overlapping locks

* address comments

* Fix static s3 firehose

* Fix test

* fix build

* fix test

* fix typo in docs

* add missing maxBytesInMemory to doc

* address comments

* fix race in test

* fix test

* Rename to ParallelIndexSupervisorTask

* fix teamcity

* address comments

* Fix license

* addressing comments

* addressing comments

* indexTaskClient-based segmentAllocator instead of CountingActionBasedSegmentAllocator

* Fix race in TaskMonitor and move HTTP endpoints to supervisorTask from runner

* Add more javadocs

* use StringUtils.nonStrictFormat for logging

* fix typo and remove unused class

* fix tests

* change package

* fix strict build

* tmp

* Fix overlord api according to the recent change in master

* Fix it test
2018-08-06 23:59:42 -07:00
awelsh93 1a4707f09c Remove extra slash in endpoint (#5822) 2018-06-05 13:11:26 -07:00
Alexander Saydakov d1cdcd4895 Datasketches doc correction (#5816)
* func was renamed to operation during code review

* added missing descriptions, some cleanup
2018-06-05 17:52:37 +05:30
Jihoon Son 67ff7dacbd Support server-side encryption for s3 (#5740)
* Support server-side encryption for s3

* fix teamcity

* typo

* address comments

* Refactoring configuration injection

* fix doc

* fix doc
2018-05-28 20:22:08 -07:00
Dylan Wylie 2c5f0038fd Make lookup offheap buffer configurable (#5696)
* Make lookup offheap buffer configurable

Fixes #3663

* Address comments

* Update docs

* Update docs
2018-05-04 10:00:55 -07:00
Surekha 13c616ba24 'maxBytesInMemory' tuningConfig introduced for ingestion tasks (#5583)
* This commit introduces a new tuning config called 'maxBytesInMemory' for ingestion tasks

Currently a config called 'maxRowsInMemory' is present which affects how much memory gets
used for indexing.If this value is not optimal for your JVM heap size, it could lead
to OutOfMemoryError sometimes. A lower value will lead to frequent persists which might
be bad for query performance and a higher value will limit number of persists but require
more jvm heap space and could lead to OOM.
'maxBytesInMemory' is an attempt to solve this problem. It limits the total number of bytes
kept in memory before persisting.

 * The default value is 1/3(Runtime.maxMemory())
 * To maintain the current behaviour set 'maxBytesInMemory' to -1
 * If both 'maxRowsInMemory' and 'maxBytesInMemory' are present, both of them
   will be respected i.e. the first one to go above threshold will trigger persist

* Fix check style and remove a comment

* Add overlord unsecured paths to coordinator when using combined service (#5579)

* Add overlord unsecured paths to coordinator when using combined service

* PR comment

* More error reporting and stats for ingestion tasks (#5418)

* Add more indexing task status and error reporting

* PR comments, add support in AppenderatorDriverRealtimeIndexTask

* Use TaskReport instead of metrics/context

* Fix tests

* Use TaskReport uploads

* Refactor fire department metrics retrieval

* Refactor input row serde in hadoop task

* Refactor hadoop task loader names

* Truncate error message in TaskStatus, add errorMsg to task report

* PR comments

* Allow getDomain to return disjointed intervals (#5570)

* Allow getDomain to return disjointed intervals

* Indentation issues

* Adding feature thetaSketchConstant to do some set operation in PostAgg (#5551)

* Adding feature thetaSketchConstant to do some set operation in PostAggregator

* Updated review comments for PR #5551 - Adding thetaSketchConstant

* Fixed CI build issue

* Updated review comments 2 for PR #5551 - Adding thetaSketchConstant

* Fix taskDuration docs for KafkaIndexingService (#5572)

* With incremental handoff the changed line is no longer true.

* Add doc for automatic pendingSegments (#5565)

* Add missing doc for automatic pendingSegments

* address comments

* Fix indexTask to respect forceExtendableShardSpecs (#5509)

* Fix indexTask to respect forceExtendableShardSpecs

* add comments

* Deprecate spark2 profile in pom.xml (#5581)

Deprecated due to https://github.com/druid-io/druid/pull/5382

* CompressionUtils: Add support for decompressing xz, bz2, zip. (#5586)

Also switch various firehoses to the new method.

Fixes #5585.

* This commit introduces a new tuning config called 'maxBytesInMemory' for ingestion tasks

Currently a config called 'maxRowsInMemory' is present which affects how much memory gets
used for indexing.If this value is not optimal for your JVM heap size, it could lead
to OutOfMemoryError sometimes. A lower value will lead to frequent persists which might
be bad for query performance and a higher value will limit number of persists but require
more jvm heap space and could lead to OOM.
'maxBytesInMemory' is an attempt to solve this problem. It limits the total number of bytes
kept in memory before persisting.

 * The default value is 1/3(Runtime.maxMemory())
 * To maintain the current behaviour set 'maxBytesInMemory' to -1
 * If both 'maxRowsInMemory' and 'maxBytesInMemory' are present, both of them
   will be respected i.e. the first one to go above threshold will trigger persist

* Address code review comments

* Fix the coding style according to druid conventions
* Add more javadocs
* Rename some variables/methods
* Other minor issues

* Address more code review comments

* Some refactoring to put defaults in IndexTaskUtils
* Added check for maxBytesInMemory in AppenderatorImpl
* Decrement bytes in abandonSegment
* Test unit test for multiple sinks in single appenderator
* Fix some merge conflicts after rebase

* Fix some style checks

* Merge conflicts

* Fix failing tests

Add back check for 0 maxBytesInMemory in OnHeapIncrementalIndex

* Address PR comments

* Put defaults for maxRows and maxBytes in TuningConfig
* Change/add javadocs
* Refactoring and renaming some variables/methods

* Fix TeamCity inspection warnings

* Added maxBytesInMemory config to HadoopTuningConfig

* Updated the docs and examples

* Added maxBytesInMemory config in docs
* Removed references to maxRowsInMemory under tuningConfig in examples

* Set maxBytesInMemory to 0 until used

Set the maxBytesInMemory to 0 if user does not set it as part of tuningConfing
and set to part of max jvm memory when ingestion task starts

* Update toString in KafkaSupervisorTuningConfig

* Use correct maxBytesInMemory value in AppenderatorImpl

* Update DEFAULT_MAX_BYTES_IN_MEMORY to 1/6 max jvm memory

Experimenting with various defaults, 1/3 jvm memory causes OOM

* Update docs to correct maxBytesInMemory default value

* Minor to rename and add comment

* Add more details in docs

* Address new PR comments

* Address PR comments

* Fix spelling typo
2018-05-03 16:25:58 -07:00
Jihoon Son d4311b4a5a Support enablePathStyleAccess, disableChunkedEncoding, and forceGlobalBucketAccessEnabled for aws client (#5702)
* Support enablePathStyleAccess and disableChunkedEncoding for aws client

* add an option for forceGlobalBucketAccessEnabled

* add missing doc
2018-05-02 10:45:38 -07:00
Nishant Bangarwa b32aad9ab4 Fix some broken links in druid docs (#5622)
* Fix some broken links in druid docs

* review comment
2018-04-11 10:27:33 -07:00
Nishant Bangarwa 80fa5094e8 Fix Kerberos Authentication failing requests without cookies and excludedPaths config. (#5596)
* Fix Kerberos Authentication failing requests without cookies.

KerberosAuthenticator was failing `First` request from the clients.
After authentication we were setting the cookie properly but not
setting the the authenticated flag in the request. This PR fixed that.

Additional Fixes -
* Removing of Unused SpnegoFilterConfig - replaced by
KerberosAuthenticator
* Unused internalClientKeytab and principal from KerberosAuthenticator
* Fix docs accordingly and add docs for configuring an escalated
client.

* Fix excluded path config behavior

* spelling correction

* Revert "spelling correction"

This reverts commit fb754b43d8.

* Revert "Fix excluded path config behavior"

This reverts commit 3901047769.
2018-04-09 20:45:35 -07:00
Alexander T ad6f234e1e Update lookups-cached-global.md (#5525)
Update lookup creation example to work with version 0.12.0
2018-04-06 16:13:17 -07:00
Dylan Wylie ddd23a11e6 Fix taskDuration docs for KafkaIndexingService (#5572)
* With incremental handoff the changed line is no longer true.
2018-04-05 23:52:58 -07:00
Gian Merlino 0851f2206c
Expanded documentation for DataSketches aggregators. (#5513)
Originally written by @AlexanderSaydakov in druid-io/druid-io.github.io#448.
I also added redirects and updated links to point to the new
datasketches-extension.html landing page for the extension, rather than to
the old page about theta sketches.
2018-03-21 18:19:27 -07:00
Jihoon Son 1ad898bde2
Use the official aws-sdk instead of jet3t (#5382)
* Use the official aws-sdk instead of jet3t

* fix compile and serde tests

* address comments and fix test

* add http version string

* remove redundant dependencies, fix potential NPE, and fix test

* resolve TODOs

* fix build

* downgrade jackson version to 2.6.7

* fix test

* resolve the last TODO

* support proxy and endpoint configurations

* fix build

* remove debugging log

* downgrade hadoop version to 2.8.3

* fix tests

* remove unused log

* fix it test

* revert KerberosAuthenticator change

* change hadoop-aws scope to provided in hdfs-storage

* address comments

* address comments
2018-03-21 15:36:54 -07:00
Christoph Hösler 34f655599d Let MySQLConnector accept all UTF charsets and recommend utf8mb4 (#5411)
* Let MySQLConnector accept all UTF charsets and recommend utf8mb4

* Fix regex and remove newline in log statement
2018-03-13 01:16:10 -07:00
Parag Jain fba13d8978 time based checkpointing for Kafka Indexing Service (#5255)
* time based checkpointing

* add test and fix issue

* fix comments

* fix formatting

* update docs
2018-02-15 20:57:02 -08:00
Parag Jain b9b3be6965 fix segment info in Kafka indexing service docs (#5390)
* fix segment info in Kafka indexing service docs

* review updates
2018-02-15 09:57:30 -08:00
Gian Merlino ed47a1e1a9
Lookups: Inherit "injective" from registered lookups, improve docs. (#5316)
Code changes:
- In the lookup-based extractionFns, inherit injective property from
  the lookup itself if not specified.

Doc changes:
- Add a "Query execution" section to the lookups doc explaining how
  injective lookups and their optimizations work.
- Remove scary warnings against using registeredLookup extractionFns.
  They are necessary and important since they work with filters and
  function cascades -- two things that the dimension specs do not do.
  They deserve to be first class citizens.
- Move the "registeredLookup" fn above the "lookup" fn. It's probably
  more commonly used, so the docs read better this way.
2018-02-01 18:30:19 -08:00
Jihoon Son 241efafbb2
Automatic compaction by coordinators (#5102)
* Automatic compaction by coordinator

* add links

* skip compaction for very recent segments if they are small

* fix finding search interval

* fix finding search interval

* fix TimelineHolder iteration

* add test for newestSegmentFirstPolicy

* add CompactionSegmentIterator

* add numTargetCompactionSegments

* add missing config

* fix skipping huge shards

* fix handling large number of segments per shard

* fix test failure

* change recursive call to loop

* fix logging

* fix build

* fix test failure

* address comments

* change dataSources type

* check running pendingTasks at each run

* fix test

* address comments

* fix build

* fix test

* address comments

* address comments

* add doc for segment size optimization

* address comment
2018-01-13 13:52:37 +09:00
Atul Mohan 3cc4a0ab19 Support for encryption of MySQL connections (#5122)
* Encrypting MySQL connections

* Update docs

* Make verifyServerCertificate a configurable parameter

* Change password parameter and doc update

* Make server certificate verification disabled by default

* Update tostring

* Update docs

* Add check for trust store passwords

* Add warning for null password
2018-01-10 11:33:54 -08:00
Nishant Bangarwa 494e0b79ed Allow configuring header size for druid requests (#5174)
* Allow configuring header size for druid requests

* fix configuration name in doc.

* add more info to docs.

* Add info to kerberos doc.
2017-12-20 18:51:40 -08:00
Jonathan Wei f48c9d7be1
Basic auth extension (#5099)
* Basic auth extension

* Add auth configuration integration test

* Fix missing authorizerName property

* PR comments

* Fix missing @JsonProperty annotation

* PR comments

* more PR comments
2017-12-14 10:36:04 -08:00
Roman Leventov a7a6a0487e Replace IOPeon with SegmentWriteOutMedium; Improve buffer compression (#4762)
* Replace IOPeon with OutputMedium; Improve compression

* Fix test

* Cleanup CompressionStrategy

* Javadocs

* Add OutputBytesTest

* Address comments

* Random access in OutputBytes and GenericIndexedWriter

* Fix bugs

* Fixes

* Test OutputBytes.readFully()

* Address comments

* Rename OutputMedium to SegmentWriteOutMedium and OutputBytes to WriteOutBytes

* Add comments to ByteBufferInputStream

* Remove unused declarations
2017-12-04 18:04:27 -08:00
Parag Jain cb03efeb14 Kafka Index Task that supports Incremental handoffs (#4815)
* Kafka Index Task that supports Incremental handoffs
- Incrementally handoff segments when they hit maxRowsPerSegment limit
- Decouple segment partitioning from Kafka partitioning, all records from consumed partitions go to a single druid segment
- Support for restoring task on middle manager restarts by check pointing end offsets for segments

* take care of review comments

* make getCurrentOffsets call async, keep track of publishing sequence, review comments

* fix setEndoffset duplicate request handling, formatting

* fix unit test

* backward compatibility

* make AppenderatorDriverMetadata backwards compatible

* add unit test

* fix deadlock between persist and push executors in AppenderatorImpl

* fix formatting

* use persist dir instead of work dir

* review comments

* fix deadlock

* actually fix deadlock
2017-11-17 16:05:20 -06:00
elloooooo 52a162e302 define earlyMessegeRejectPeriod as the period after the taskduration (#4990) 2017-10-27 01:13:46 +05:30
chunghochen 0614b92df1 adding new post aggregators for test statistics to druid-stats extension (#4532)
* adding new post aggregators of test stats to druid-stats extension

* changes to address code review comments

* fix checkstyle violations using druid_intellij_formatting.xml after merge upstream/master

* add @Override annotation per CI log

* make changes per review comments/discussions

* remove some blocks per review comments
2017-10-09 23:43:27 -07:00
Gian Merlino bf8fd4c203 Add flattenSpec support to the Avro parser. (#4832)
* Add flattenSpec support to the Avro parser.

Also:

- Refactor the JSONPathParser a bit so it can share flattening code
  with Avro (see ObjectFlatteners).
- Remove the JSONParser. It was only used in two places: by
  UriNamespaceExtractor, and as a base for JSONToLowerParser. Migrated
  the former to JSONPathParser and made the latter a standalone.
- Move GenericRecordAsMap to the Parquet extension, since the Avro
  extension no longer uses it.

* Fix indentation.

* Fix equals/hashCode.
2017-09-26 09:26:06 -07:00
Roman Leventov b56a907145 Add namespace extraction thread config (#4833) 2017-09-25 09:52:36 -07:00
Charles Allen a6470c1d03 Move caffeine out of extension and make it the default cache implementation. (#4810)
* Move caffeine out of extension.

* Remove `JsonTypeName` from the class itself

* Fix bad docs

* Fix distribution pom

* Fix unused import

* Make caffeine default

* Address code comments

* Add more description around the jre version in the readme

* Add suggested comments
2017-09-22 10:46:55 -07:00
Jonathan Wei 164c73f2b2 Fix kerberos authenticator docs (#4822) 2017-09-19 14:32:22 -05:00
Jonathan Wei c2a0e753b6 Extension points for authentication/authorization (#4271)
* Extension points for authentication/authorization

* Address some PR comments

* Authorization result caching

* Add unit tests for SecuritySanityCheckFilter and PreResponseAuthorizationCheckFilter

* Use Set for auth caching, close outputstreams in filters

* Don't close output stream on success in sanity check filter

* Add ConfigResourceFilter to coordinator lookups

* Fix filtering authorization check for empty resource list

* HttpClient users must explicitly escalate the client

* Remove response modification from PreResponseAuthorizationCheckFilter

* Remove extraneous pom.xml

* Fix unit test

* Better lifecycle management

* Rename AuthorizationManager to Authorizer

* Fix authorization denials for empty supervisor list

* Address some PR comments

* Address more PR comments

* Small cleanup

* Add Jetty HttpClient wrapper to Authenticator

* Remove Authorizer start/stop

* Restore immutable context map in DruidConnection, UT fix

* Fix/update docs

* Add authorization checks to EventReceiverFirehose

* Fix router authorization check failure, restore PreResponseAuthorizationFilter changes

* Compile fixes

* Test fixes

* Update Authenticator/Authorizer doc comments

* Merge fixes

* PR comments

* Fix test

* Fix IT

* More PR comments

* PR comments

* SSL fix
2017-09-15 23:45:48 -07:00
Yuewen Wang c821bc9a5a Implement "earlyMessageRejectionPeriod" config discussed in issue #4599 (#4607)
* Implement "earlyMessageRejectionPeriod" config discussed in issue #4599
    * implement the logics of this param
    * Added doc of this config
    * Added unit tests of it

* Update KafkaSupervisor.java

ameliorate comment

* fix format

* fix bug when rebasing
2017-08-11 09:12:08 +09:00
Peter Cunningham ede7cf9eef Added support for where clauses to JDBC lookups. (#4643)
* Added support for where clauses to filter lookup values on ingestion.

Added a filter field to the JDBC lookups that is used to generate a
where clause so that only rows matching the filter value will be
brought into Druid. Example being filter="SOMECOLUMN=1"

* Required changes based on code review.

* Required changes based on code review.

* Added support for where clauses to filter lookup values on ingestion.

Added a filter field to the JDBC lookups that is used to generate a
where clause so that only rows matching the filter value will be
brought into Druid. Example being filter="SOMECOLUMN=1"

* Updates based on code review, mainly formatting and small refactor of
the buildLookupQuery method.

* Fixed broken buildLookupQuery method

* Removed empty line.

* Updates per review comments
2017-08-09 10:47:46 -07:00
Parag Jain 6e2f78f552 TLS support (#4270) 2017-07-06 17:40:12 -07:00
Roman Leventov 05d58689ad Remove the ability to create segments in v8 format (#4420)
* Remove ability to create segments in v8 format

* Fix IndexGeneratorJobTest

* Fix parameterized test name in IndexMergerTest

* Remove extra legacy merging stuff

* Remove legacy serializer builders

* Remove ConciseBitmapIndexMergerTest and RoaringBitmapIndexMergerTest
2017-06-26 13:21:39 -07:00
Yuya Fujiwara 152d4e89ab Fix typo in the avro.md. (#4370) 2017-06-06 07:14:08 -07:00
David Lim 13ecf90923 Report Kafka lag information in supervisor status report (#4314)
* refactor lag reporting and report lag at status endpoint

* refactor offset reporting logic to fetch offsets periodically vs. at request time

* remove JavaCompatUtils

* code review changes

* code review changes
2017-06-05 13:26:25 -07:00
Jihoon Son 1150bf7a2c Refactoring Appenderator Driver (#4292)
* Refactoring Appenderator

1) Added publishExecutor and handoffExecutor for background publishing and handing segments off
2) Change add() to not move segments out in it

* Address comments

1) Remove publishTimeout for KafkaIndexTask
2) Simplifying registerHandoff()
3) Add increamental handoff test

* Remove unused variable

* Add persist() to Appenderator and more tests for AppenderatorDriver

* Remove unused imports

* Fix strict build

* Address comments
2017-06-02 07:09:11 +09:00
Kenji Noguchi 3400f601db Protobuf extension (#4039)
* move ProtoBufInputRowParser from processing module to protobuf extensions

* Ported PR #3509

* add DynamicMessage

* fix local test stuff that slipped in

* add license header

* removed redundant type name

* removed commented code

* fix code style

* rename ProtoBuf -> Protobuf

* pom.xml: shade protobuf classes, handle .desc resource file as binary file

* clean up error messages

* pick first message type from descriptor if not specified

* fix protoMessageType null check. add test case

* move protobuf-extension from contrib to core

* document: add new configuration keys, and descriptions

* update document. add examples

* move protobuf-extension from contrib to core (2nd try)

* touch

* include protobuf extensions in the distribution

* fix whitespace

* include protobuf example in the distribution

* example: create new pb obj everytime

* document: use properly quoted json

* fix whitespace

* bump parent version to 0.10.1-SNAPSHOT

* ignore Override check

* touch
2017-05-30 13:11:58 -07:00
Jihoon Son 11b7b1bea6 Add support for HttpFirehose (#4297)
* Add support for HttpFirehose

* Fix document

* Add documents
2017-05-25 16:13:04 -05:00
Jihoon Son 733dfc9b30 Add PrefetchableTextFilesFirehoseFactory for cloud storage types (#4193)
* Add PrefetcheableTextFilesFirehoseFactory

* fix comment

* exception handling

* Fix wrong json property

* Remove ReplayableFirehoseFactory and fix misspelling

* Defer object initialization

* Add a temporaryDirectory parameter to FirehoseFactory.connect()

* fix when cache and fetch are disabled

* Address comments

* Add more test

* Increase timeout for test

* Add wrapObjectStream

* Move methods to Firehose from PrefetchableFirehoseFactory

* Cleanup comment

* add directory listing to s3 firehose

* Rename a variable

* Addressing comments

* Update document

* Support disabling prefetch

* Fix race condition

* Add fetchLock

* Remove ReplayableFirehoseFactoryTest

* Fix compilation error

* Fix test failure

* Address comments

* Add default implementation for new method
2017-05-18 15:37:18 +09:00
David Lim 8333043b7b add skipOffsetGaps flag (#4256) 2017-05-16 12:19:28 -06:00
Jihoon Son 50a4ec2b0b Add support for headers and skipping thereof for CSV and TSV (#4254)
* initial commit

* small fixes

* fix bug

* fix bug

* address code review

* more cr

* more cr

* more cr

* fix

* Skip head rows for CSV and TSV

* Move checking skipHeadRows to FileIteratingFirehose

* Remove checking null iterators

* Remove unused imports

* Address comments

* Fix compilation error

* Address comments

* Add more tests

* Add a comment to ReplayableFirehose

* Addressing comments

* Add docs and fix typos
2017-05-15 22:57:31 -07:00
Gian Merlino 631068b099 Fix broken DataSketches link. (#4221)
* Fix broken DataSketches link.

* Better fixed link.
2017-04-27 17:37:12 -07:00
satishbhor d51097c809 Fix lz4 library incompatibility in kafka-indexing-service extension (#4115)
* Fix lz4 library incompatibility in kafka-indexing-service extension #3266

* Bumped Kafka version to 0.10.2.0 for : Fix lz4 library incompatibility in kafka-indexing-service extension #3266

* Replaced Lists.newArrayList() with Collections.singletonList() For Fix lz4 library incompatibility in kafka-indexing-service extension #4115
2017-04-25 12:23:51 +09:00
Nishant Bangarwa a457cded28 Druid Extension to enable Authentication using Kerberos. (#3853)
* Add extension for supporting kerberos security

- This PR adds an extension for supporting druid authentication via
Kerberos.
- Working on the docs.

* Add docs

* review comments

* more review comments

* Block all paths by default

* more review comments - use proper Oid

* Allow extensions to override httpclient for integration tests

* Add kerberos lock to prevent multithreaded issues.

* review comment - remove enabled flag and fix router injection

* Add Cookie Handling and more detailed docs

* review comment - rename DruidKerberosConfig -> AuthKerberosConfig

* review comments

* fix travis failure on jdk7
2017-02-02 14:55:21 -06:00
David Lim 8eee259629 add documentation on segments generated (#3785) 2016-12-19 09:41:47 -08:00
Himanshu 7d37f675ba fix the documented property name for specifying avro reader schema (#3708) 2016-11-22 15:02:41 -08:00
Parag Jain 7ee6bb7410 option to reset offest automatically in case of OffsetOutOfRangeException (#3678)
* option to reset offset automatically in case of OffsetOutOfRangeException
if the next offset is less than the earliest available offset for that partition

* review comments

* refactoring

* refactor

* review comments
2016-11-21 16:29:46 -06:00
Gian Merlino bcd20441be Make buildV9Directly the default. (#3688) 2016-11-14 09:29:32 -08:00
Nicolas Colomer 37ecffb648 Add support for Confluent Schema Registry in the avro extension (#3529) 2016-11-08 16:10:45 -06:00