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Posted to commits@hudi.apache.org by GitBox <gi...@apache.org> on 2022/10/06 14:05:20 UTC
[GitHub] [hudi] koochiswathiTR opened a new issue, #6881: Processing time is increased with hudi metadata enable
koochiswathiTR opened a new issue, #6881:
URL: https://github.com/apache/hudi/issues/6881
We run spark streaming application, where we upsert data in hudi,
We have around 2000 partitions in our hudi dataset, we enabled metadata in our hudi tables, after that we could see drastic change in processing time. current processing time is 15 minutes. earlier processing time is 1 min or 1 min 30 sec.
We use inline compaction
with metadata enable which compaction would you prefer? Async or inline?
Wts the difference between Async and inline compaction.
Please suggest
Hudi props :
DataSourceWriteOptions.TABLE_TYPE.key() -> DataSourceWriteOptions.MOR_TABLE_TYPE_OPT_VAL,
DataSourceWriteOptions.RECORDKEY_FIELD.key() -> "id",
DataSourceWriteOptions.PARTITIONPATH_FIELD.key() -> "col",
DataSourceWriteOptions.PRECOMBINE_FIELD.key() -> "optime",
DataSourceWriteOptions.HIVE_SYNC_ENABLED.key() -> "true",
DataSourceWriteOptions.HIVE_PARTITION_FIELDS.key() -> "col",
DataSourceWriteOptions.HIVE_PARTITION_EXTRACTOR_CLASS.key() -> classOf[MultiPartKeysValueExtractor].getName,
DataSourceWriteOptions.HIVE_SYNC_MODE.key() -> "hms",
DataSourceWriteOptions.HIVE_USE_JDBC.key() -> "false",
HoodieCompactionConfig.INLINE_COMPACT_TRIGGER_STRATEGY.key() -> CompactionTriggerStrategy.TIME_ELAPSED.name,
HoodieCompactionConfig.INLINE_COMPACT_TIME_DELTA_SECONDS.key() -> String.valueOf(60 * 60),
HoodieCompactionConfig.CLEANER_COMMITS_RETAINED.key() -> "800",
HoodieCompactionConfig.ASYNC_CLEAN.key() -> "false",
HoodieCompactionConfig.INLINE_COMPACT.key() -> "true",
HoodieCompactionConfig.MIN_COMMITS_TO_KEEP.key() -> "801",
HoodieCompactionConfig.MAX_COMMITS_TO_KEEP.key() -> "825",
HoodieMetricsConfig.TURN_METRICS_ON.key() -> "true",
HoodieMetricsConfig.METRICS_REPORTER_TYPE_VALUE.key() -> MetricsReporterType.DATADOG.name(),
HoodieMetricsDatadogConfig.API_SITE_VALUE.key() -> "US",
HoodieMetricsDatadogConfig.METRIC_PREFIX_VALUE.key() -> "tacticalnovusingest.qa.hudi",
HoodieMetricsDatadogConfig.API_KEY_SUPPLIER.key() -> "com.tr.indigo.tacticalnovusingest.utils.DatadogKeySupplier",
HoodieMetadataConfig.ENABLE.key() -> "false",
HoodieMetadataConfig.CLEANER_COMMITS_RETAINED.key() -> "800",
HoodieMetadataConfig.MIN_COMMITS_TO_KEEP.key() -> "801",
HoodieMetadataConfig.MAX_COMMITS_TO_KEEP.key() -> "825",
HoodieWriteConfig.ROLLBACK_USING_MARKERS_ENABLE.key() -> "false"
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**Describe the problem you faced**
A clear and concise description of the problem.
**To Reproduce**
Steps to reproduce the behavior:
1.
2.
3.
4.
**Expected behavior** Processing time should be less than 2 mints,
A clear and concise description of what you expected to happen.
**Environment Description**
* Hudi version :
* Spark version : 3.12
* Hive version :
* Hadoop version :
* Storage (HDFS/S3/GCS..) : S3
* Running on Docker? (yes/no) :
**Additional context**
Add any other context about the problem here.
**Stacktrace**
```Add the stacktrace of the error.```
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[GitHub] [hudi] koochiswathiTR commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
koochiswathiTR commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1278875336
@yihua @nsivabalan @xushiyan
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[GitHub] [hudi] nsivabalan commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
nsivabalan commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1287888236
can you post the entire spark stages UI. the rollback was a misnomer likely. but if you are seeing higher latency for every ingestion, something else is going on.
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[GitHub] [hudi] koochiswathiTR commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
koochiswathiTR commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1278874157
[stderr.2022-10-14-05.txt](https://github.com/apache/hudi/files/9785566/stderr.2022-10-14-05.txt)
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[GitHub] [hudi] yihua commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
yihua commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1278623380
@koochiswathiTR To help debug the performance regression, could you also share the driver log, content under `.hoodie`, and the complete spark stages (the screenshot above does not show stages for writing metadata table and other important stages)? It seems weird that the `Perform rollback actions` job takes 56 minutes.
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[GitHub] [hudi] nsivabalan commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
nsivabalan commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1325652845
also, do you know roughly how many file groups are there per partition?
for eg, if you check commit metadata (.hoodie/2022XXXXXX.commit), it will show how many files are touched as part of the commit. Would like to understand more about the data layout so that we can try to reproduce on our side.
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[GitHub] [hudi] koochiswathiTR commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
koochiswathiTR commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1278874414
[stderr.2022-10-14-06.txt](https://github.com/apache/hudi/files/9785570/stderr.2022-10-14-06.txt)
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[GitHub] [hudi] koochiswathiTR commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
koochiswathiTR commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1282179252
@yihua @nsivabalan @xushiyan Any udpate?
Our prod spark streaming job is taking long time.
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[GitHub] [hudi] nsivabalan commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
nsivabalan commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1287884219
if you disable metadata, there won't be any issues. atleast you can unblock yourself for now.
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[GitHub] [hudi] koochiswathiTR commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
koochiswathiTR commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1273237951
Spark : 3.1.2
Hudi : 0.11.1
AWS EMR : 6.7
Its a spark streaming application, We use only upsert command
We have 2000 partitions,
We will upsert 3.2 Millions of records at a time.
a micro batch in spark streaming is taking 15 mints of time to complete whole process( upsert + compaction/cleanup) etc
Let me know if you need any information
@xushiyan
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[GitHub] [hudi] koochiswathiTR commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
koochiswathiTR commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1278988847
if we change to SIMPLE index will it increase performance?
https://lightrun.com/answers/apache-hudi-processing-time-very-slow-updating-records-into-hudi-datasetmor-using-aws-glue
@yihua @nsivabalan @xushiyan
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[GitHub] [hudi] koochiswathiTR commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
koochiswathiTR commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1278557564
@xushiyan Any update
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[GitHub] [hudi] koochiswathiTR commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
koochiswathiTR commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1280336089
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Pls check the image, i think BLOOM index is by default.
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[GitHub] [hudi] koochiswathiTR commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
koochiswathiTR commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1283447286
@yihua @nsivabalan @xushiyan
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[GitHub] [hudi] nsivabalan commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
nsivabalan commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1325648209
@koochiswathiTR : can you share the contents of ".hoodie" and the metadata dir as well. would like to get to the bottom of it.
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[GitHub] [hudi] koochiswathiTR commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
koochiswathiTR commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1278873779
[stderr.2022-10-14-05.txt](https://github.com/apache/hudi/files/9785559/stderr.2022-10-14-05.txt)
Please find the log files and hoodie.properties files
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[GitHub] [hudi] nsivabalan commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
nsivabalan commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1287884391
but if feasible, lets save contents of .hoodie just before you plan to disable metadata (bcz, after disabling, hudi will delete the metadata dir). so that we can continue our investigation.
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[GitHub] [hudi] ad1happy2go commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by "ad1happy2go (via GitHub)" <gi...@apache.org>.
ad1happy2go commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1529064535
@koochiswathiTR Can you test out with latest version of hudi. We have done lots of improvement related to Metadata server. Let us know if you still see the error.
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[GitHub] [hudi] koochiswathiTR commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
koochiswathiTR commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1278572712
please find the time it is taking to complete hudi jobs.
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[GitHub] [hudi] yihua commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
yihua commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1279502077
In Hudi 0.11.1, SIMPLE index is the default.
To clarify, are you saying that the 15 min vs 1.5 min difference is due to turning on and off the metadata table? If that's the case, changing compaction frequency should not matter here.
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[GitHub] [hudi] nsivabalan commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
nsivabalan commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1331492893
unfortunately the log files attached did not have much info to assist in debugging.
I am talking about stderr.2022-10-14-05.txt and stderr.2022-10-14-06.txt.
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[GitHub] [hudi] koochiswathiTR commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
koochiswathiTR commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1278983864
Compaction runs for every hour and with delta commits 5
If we run compaction for every 15 mints and delta commits to 2 will it increase performance?
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[GitHub] [hudi] koochiswathiTR commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
koochiswathiTR commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1280466346
Also after enabling metadata , we see drastic change in performance,
We would like to disable again
Will we see any issue if we disable metadata?
Note : The partitions are 2000 and data is huge
@yihua @nsivabalan @xushiyan
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[GitHub] [hudi] koochiswathiTR commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
koochiswathiTR commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1278558872
We scheduled compaction for 1 every one hour, if we reduce it to 15 mints or 30mints will the processing time reduces?
@xushiyan
@nsivabalan
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[GitHub] [hudi] koochiswathiTR commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
koochiswathiTR commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1278874773
#Updated at 2022-08-06T11:30:43.839Z
#Sat Aug 06 11:30:43 GMT 2022
hoodie.table.timeline.timezone=LOCAL
hoodie.table.keygenerator.class=org.apache.hudi.keygen.SimpleKeyGenerator
hoodie.table.precombine.field=operationTime
hoodie.table.version=4
hoodie.database.name=
hoodie.datasource.write.hive_style_partitioning=false
hoodie.table.checksum=571342712
hoodie.partition.metafile.use.base.format=false
hoodie.archivelog.folder=archived
hoodie.table.name=novusdoc_xml
hoodie.compaction.payload.class=org.apache.hudi.common.model.OverwriteWithLatestAvroPayload
hoodie.populate.meta.fields=true
hoodie.table.type=MERGE_ON_READ
hoodie.datasource.write.partitionpath.urlencode=false
hoodie.table.base.file.format=PARQUET
hoodie.datasource.write.drop.partition.columns=false
hoodie.table.metadata.partitions=files
hoodie.timeline.layout.version=1
hoodie.table.recordkey.fields=guid
hoodie.table.partition.fields=collectionName
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[GitHub] [hudi] xushiyan commented on issue #6881: Processing time is increased with hudi metadata enable
Posted by GitBox <gi...@apache.org>.
xushiyan commented on issue #6881:
URL: https://github.com/apache/hudi/issues/6881#issuecomment-1271484448
@koochiswathiTR is the processing time of 15min for every commit after enabling metadata table? please also provide hudi/spark versions, workload info like how many records each commit and how many are updates. And environment info as well.
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