Comments (5)
dai-chen
commented on August 23, 2024
Need this backoff retry capability on client instance returned from FlintClient.createClient(). This is used by Flint REPL job, Flint data source and Flint index data/metadata. We may wrap the client created and intercept method can be retried.
from opensearch-spark.
kaituo
commented on August 23, 2024
related stack trace when OSClient.doesIndexExist meets connection exception:
at org.apache.spark.sql.catalyst.parser.ParseException.withCommand(ParseDriver.scala:306) ~[spark-catalyst_2.12-3.3.2-amzn-0.jar:3.3.2-amzn-0]
at org.apache.spark.sql.catalyst.parser.AbstractSqlParser.parse(ParseDriver.scala:143) ~[spark-catalyst_2.12-3.3.2-amzn-0.jar:3.3.2-amzn-0]
at org.apache.spark.sql.execution.SparkSqlParser.parse(SparkSqlParser.scala:52) ~[spark-sql_2.12-3.3.2-amzn-0.jar:3.3.2-amzn-0]
at org.apache.spark.sql.catalyst.parser.AbstractSqlParser.parsePlan(ParseDriver.scala:89) ~[spark-catalyst_2.12-3.3.2-amzn-0.jar:3.3.2-amzn-0]
at org.opensearch.flint.spark.ppl.FlintSparkPPLParser.parsePlan(FlintSparkPPLParser.scala:62) ~[ppl-spark-integration-assembly-0.1.0-SNAPSHOT.jar:0.1.0-SNAPSHOT]
at org.opensearch.flint.spark.sql.FlintSparkSqlParser.$anonfun$parsePlan$1(FlintSparkSqlParser.scala:64) ~[flint-spark-integration-assembly-0.1.0-SNAPSHOT.jar:0.1.0-SNAPSHOT]
at org.opensearch.flint.spark.sql.FlintSparkSqlParser.parse(FlintSparkSqlParser.scala:104) ~[flint-spark-integration-assembly-0.1.0-SNAPSHOT.jar:0.1.0-SNAPSHOT]
at org.opensearch.flint.spark.sql.FlintSparkSqlParser.parsePlan(FlintSparkSqlParser.scala:56) ~[flint-spark-integration-assembly-0.1.0-SNAPSHOT.jar:0.1.0-SNAPSHOT]
at org.apache.spark.sql.SparkSession.$anonfun$sql$2(SparkSession.scala:620) ~[spark-sql_2.12-3.3.2-amzn-0.jar:3.3.2-amzn-0]
at org.apache.spark.sql.catalyst.QueryPlanningTracker.measurePhase(QueryPlanningTracker.scala:192) ~[spark-catalyst_2.12-3.3.2-amzn-0.jar:3.3.2-amzn-0]
at org.apache.spark.sql.SparkSession.$anonfun$sql$1(SparkSession.scala:620) ~[spark-sql_2.12-3.3.2-amzn-0.jar:3.3.2-amzn-0]
at org.apache.spark.sql.SparkSession.withActive(SparkSession.scala:779) ~[spark-sql_2.12-3.3.2-amzn-0.jar:3.3.2-amzn-0]
at org.apache.spark.sql.SparkSession.sql(SparkSession.scala:617) ~[spark-sql_2.12-3.3.2-amzn-0.jar:3.3.2-amzn-0]
at org.apache.spark.sql.FlintJobExecutor.executeQuery(FlintJobExecutor.scala:344) ~[sql-job-assembly-0.1.0-SNAPSHOT.jar:0.1.0-SNAPSHOT]
at org.apache.spark.sql.FlintJobExecutor.executeQuery$(FlintJobExecutor.scala:334) ~[sql-job-assembly-0.1.0-SNAPSHOT.jar:0.1.0-SNAPSHOT]
at org.apache.spark.sql.FlintJob$.executeQuery(FlintJob.scala:39) ~[sql-job-assembly-0.1.0-SNAPSHOT.jar:0.1.0-SNAPSHOT]
at org.apache.spark.sql.FlintJob$.main(FlintJob.scala:66) ~[sql-job-assembly-0.1.0-SNAPSHOT.jar:0.1.0-SNAPSHOT]
at org.apache.spark.sql.FlintJob.main(FlintJob.scala) ~[sql-job-assembly-0.1.0-SNAPSHOT.jar:0.1.0-SNAPSHOT]
at jdk.internal.reflect.NativeMethodAccessorImpl.invoke0(Native Method) ~[?:?]
at jdk.internal.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:77) ~[?:?]
at jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) ~[?:?]
at java.lang.reflect.Method.invoke(Method.java:568) ~[?:?]
at org.apache.spark.deploy.JavaMainApplication.start(SparkApplication.scala:52) ~[spark-core_2.12-3.3.2-amzn-0.jar:3.3.2-amzn-0]
at org.apache.spark.deploy.SparkSubmit.org$apache$spark$deploy$SparkSubmit$$runMain(SparkSubmit.scala:1006) ~[spark-core_2.12-3.3.2-amzn-0.jar:3.3.2-amzn-0]
at org.apache.spark.deploy.SparkSubmit.doRunMain$1(SparkSubmit.scala:180) ~[spark-core_2.12-3.3.2-amzn-0.jar:3.3.2-amzn-0]
at org.apache.spark.deploy.SparkSubmit.submit(SparkSubmit.scala:203) ~[spark-core_2.12-3.3.2-amzn-0.jar:3.3.2-amzn-0]
at org.apache.spark.deploy.SparkSubmit.doSubmit(SparkSubmit.scala:90) ~[spark-core_2.12-3.3.2-amzn-0.jar:3.3.2-amzn-0]
at org.apache.spark.deploy.SparkSubmit$$anon$2.doSubmit(SparkSubmit.scala:1095) ~[spark-core_2.12-3.3.2-amzn-0.jar:3.3.2-amzn-0]
at org.apache.spark.deploy.SparkSubmit$.main(SparkSubmit.scala:1104) ~[spark-core_2.12-3.3.2-amzn-0.jar:3.3.2-amzn-0]
at org.apache.spark.deploy.SparkSubmit.main(SparkSubmit.scala) ~[spark-core_2.12-3.3.2-amzn-0.jar:3.3.2-amzn-0]
Exception in thread "main" java.lang.IllegalStateException: Failed to check if index query_results2 exists
at org.apache.spark.sql.OSClient.$anonfun$doesIndexExist$1(OSClient.scala:151)
at org.apache.spark.sql.OSClient.$anonfun$doesIndexExist$1$adapted(OSClient.scala:145)
at org.apache.spark.sql.OSClient.using(OSClient.scala:99)
at org.apache.spark.sql.OSClient.doesIndexExist(OSClient.scala:145)
at org.apache.spark.sql.FlintJobExecutor.writeDataFrameToOpensearch(FlintJobExecutor.scala:109)
at org.apache.spark.sql.FlintJobExecutor.writeDataFrameToOpensearch$(FlintJobExecutor.scala:105)
at org.apache.spark.sql.FlintJob$.writeDataFrameToOpensearch(FlintJob.scala:39)
at org.apache.spark.sql.FlintJob$.$anonfun$main$3(FlintJob.scala:86)
at org.apache.spark.sql.FlintJob$.$anonfun$main$3$adapted(FlintJob.scala:86)
at scala.Option.foreach(Option.scala:407)
at org.apache.spark.sql.FlintJob$.main(FlintJob.scala:86)
at org.apache.spark.sql.FlintJob.main(FlintJob.scala)
at java.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at java.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:77)
at java.base/jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.base/java.lang.reflect.Method.invoke(Method.java:568)
at org.apache.spark.deploy.JavaMainApplication.start(SparkApplication.scala:52)
at org.apache.spark.deploy.SparkSubmit.org$apache$spark$deploy$SparkSubmit$$runMain(SparkSubmit.scala:1006)
at org.apache.spark.deploy.SparkSubmit.doRunMain$1(SparkSubmit.scala:180)
at org.apache.spark.deploy.SparkSubmit.submit(SparkSubmit.scala:203)
at org.apache.spark.deploy.SparkSubmit.doSubmit(SparkSubmit.scala:90)
at org.apache.spark.deploy.SparkSubmit$$anon$2.doSubmit(SparkSubmit.scala:1095)
at org.apache.spark.deploy.SparkSubmit$.main(SparkSubmit.scala:1104)
at org.apache.spark.deploy.SparkSubmit.main(SparkSubmit.scala)
Caused by: java.net.ConnectException: Timeout connecting to [search-managed-flint-os-1-yptv4jzmlqwmltxje42bplwj2a.eu-west-1.es.amazonaws.com/3.248.31.31:443]
at org.opensearch.client.RestClient.extractAndWrapCause(RestClient.java:953)
at org.opensearch.client.RestClient.performRequest(RestClient.java:332)
at org.opensearch.client.RestClient.performRequest(RestClient.java:320)
at org.opensearch.client.RestHighLevelClient.internalPerformRequest(RestHighLevelClient.java:1911)
at org.opensearch.client.RestHighLevelClient.performRequest(RestHighLevelClient.java:1894)
at org.opensearch.client.IndicesClient.exists(IndicesClient.java:920)
at org.apache.spark.sql.OSClient.$anonfun$doesIndexExist$1(OSClient.scala:148)
... 23 more
Caused by: java.net.ConnectException: Timeout connecting to [search-....eu-west-1.es.amazonaws.com/3.248.31.31:443]
at org.apache.http.nio.pool.RouteSpecificPool.timeout(RouteSpecificPool.java:169)
at org.apache.http.nio.pool.AbstractNIOConnPool.requestTimeout(AbstractNIOConnPool.java:632)
at org.apache.http.nio.pool.AbstractNIOConnPool$InternalSessionRequestCallback.timeout(AbstractNIOConnPool.java:898)
at org.apache.http.impl.nio.reactor.SessionRequestImpl.timeout(SessionRequestImpl.java:198)
at org.apache.http.impl.nio.reactor.DefaultConnectingIOReactor.processTimeouts(DefaultConnectingIOReactor.java:213)
at org.apache.http.impl.nio.reactor.DefaultConnectingIOReactor.processEvents(DefaultConnectingIOReactor.java:158)
at org.apache.http.impl.nio.reactor.AbstractMultiworkerIOReactor.execute(AbstractMultiworkerIOReactor.java:351)
at org.apache.http.impl.nio.conn.PoolingNHttpClientConnectionManager.execute(PoolingNHttpClientConnectionManager.java:221)
at org.apache.http.impl.nio.client.CloseableHttpAsyncClientBase$1.run(CloseableHttpAsyncClientBase.java:64)
at java.base/java.lang.Thread.run(Thread.java:833)
from opensearch-spark.
penghuo
commented on August 23, 2024
Retry if it is ThrottlingException
from opensearch-spark.
kaituo
commented on August 23, 2024
@dai-chen We also need to handle circuit breaker exception from OpenSearch. Streaming job will exit if that happens now.
23/11/17 17:55:32 INFO BlockManagerInfo: Removed broadcast_4_piece0 on [2a05:d018:1af:5c00:d15a:44ca:deac:2c79]:44219 in memory (size: 19.7 KiB, free: 7.9 GiB)
23/11/17 17:55:32 ERROR MicroBatchExecution: Query flint_my_glue1_default_http_logs_plain_skipping_index [id = a5c5aecb-82cc-41cf-b76f-f7860d552148, runId = 414d1f01-7c67-4ed1-a36f-0d336a30d884] terminated with error
org.apache.spark.SparkException: Job aborted due to stage failure: Authorized committer (attemptNumber=0, stage=4, partition=41) failed; but task commit success, data duplication may happen. reason=ExceptionFailure(org.opensearch.OpenSearchStatusException,OpenSearch exception [type=circuit_breaking_exception, reason=[parent] Data too large, data for [<http_request>] would be [8290212852/7.7gb], which is larger than the limit of [8160437862/7.5gb], real usage: [8265203952/7.6gb], new bytes reserved: [25008900/23.8mb], usages [request=0/0b, fielddata=0/0b, in_flight_requests=1777890674/1.6gb]],[Ljava.lang.StackTraceElement;@4f42c51e,OpenSearchStatusException[OpenSearch exception [type=circuit_breaking_exception, reason=[parent] Data too large, data for [<http_request>] would be [8290212852/7.7gb], which is larger than the limit of [8160437862/7.5gb], real usage: [8265203952/7.6gb], new bytes reserved: [25008900/23.8mb], usages [request=0/0b, fielddata=0/0b, in_flight_requests=1777890674/1.6gb]]]
at org.opensearch.rest.BytesRestResponse.errorFromXContent(BytesRestResponse.java:207)
at org.opensearch.client.RestHighLevelClient.parseEntity(RestHighLevelClient.java:2228)
at org.opensearch.client.RestHighLevelClient.parseResponseException(RestHighLevelClient.java:2205)
at org.opensearch.client.RestHighLevelClient.internalPerformRequest(RestHighLevelClient.java:1924)
at org.opensearch.client.RestHighLevelClient.performRequest(RestHighLevelClient.java:1877)
at org.opensearch.client.RestHighLevelClient.performRequestAndParseEntity(RestHighLevelClient.java:1845)
at org.opensearch.client.RestHighLevelClient.bulk(RestHighLevelClient.java:364)
at org.opensearch.flint.core.storage.OpenSearchWriter.flush(OpenSearchWriter.java:61)
at com.fasterxml.jackson.core.json.WriterBasedJsonGenerator.flush(WriterBasedJsonGenerator.java:967)
at org.apache.spark.sql.flint.json.FlintJacksonGenerator.flush(FlintJacksonGenerator.scala:258)
at org.apache.spark.sql.flint.FlintPartitionWriter.commit(FlintPartitionWriter.scala:70)
at org.apache.spark.sql.execution.datasources.v2.WritingSparkTask.$anonfun$run$1(WriteToDataSourceV2Exec.scala:482)
at org.apache.spark.util.Utils$.tryWithSafeFinallyAndFailureCallbacks(Utils.scala:1575)
at org.apache.spark.sql.execution.datasources.v2.WritingSparkTask.run(WriteToDataSourceV2Exec.scala:509)
at org.apache.spark.sql.execution.datasources.v2.WritingSparkTask.run$(WriteToDataSourceV2Exec.scala:448)
at org.apache.spark.sql.execution.datasources.v2.DataWritingSparkTask$.run(WriteToDataSourceV2Exec.scala:514)
at org.apache.spark.sql.execution.datasources.v2.V2TableWriteExec.$anonfun$writeWithV2$2(WriteToDataSourceV2Exec.scala:411)
at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:92)
at org.apache.spark.TaskContext.runTaskWithListeners(TaskContext.scala:161)
at org.apache.spark.scheduler.Task.run(Task.scala:141)
at org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$3(Executor.scala:563)
at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1541)
at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:566)
at java.base/java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1136)
at java.base/java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:635)
at java.base/java.lang.Thread.run(Thread.java:840)
Suppressed: org.opensearch.client.ResponseException: method [POST], host [https://search-....eu-west-1.es.amazonaws.com], URI [/_bulk?refresh=wait_for&timeout=1m], status line [HTTP/1.1 429 429]
{"error":{"root_cause":[{"type":"circuit_breaking_exception","reason":"[parent] Data too large, data for [<http_request>] would be [8290212852/7.7gb], which is larger than the limit of [8160437862/7.5gb], real usage: [8265203952/7.6gb], new bytes reserved: [25008900/23.8mb], usages [request=0/0b, fielddata=0/0b, in_flight_requests=1777890674/1.6gb]","bytes_wanted":8290212852,"bytes_limit":8160437862,"durability":"TRANSIENT"}],"type":"circuit_breaking_exception","reason":"[parent] Data too large, data for [<http_request>] would be [8290212852/7.7gb], which is larger than the limit of [8160437862/7.5gb], real usage: [8265203952/7.6gb], new bytes reserved: [25008900/23.8mb], usages [request=0/0b, fielddata=0/0b, in_flight_requests=1777890674/1.6gb]","bytes_wanted":8290212852,"bytes_limit":8160437862,"durability":"TRANSIENT"},"status":429}
at org.opensearch.client.RestClient.convertResponse(RestClient.java:375)
at org.opensearch.client.RestClient.performRequest(RestClient.java:345)
at org.opensearch.client.RestClient.performRequest(RestClient.java:320)
at org.opensearch.client.RestHighLevelClient.internalPerformRequest(RestHighLevelClient.java:1911)
... 22 more
from opensearch-spark.
dai-chen
commented on August 23, 2024
Sure, feel free to keep all exceptions we've seen so far. We can decide what's the best approach in our case together. Will figure out how to try-catch the HTTP call logic in OS client first.
from opensearch-spark.
Related Issues (20)
- Enhancement - Describe OpenSearch table should return partition info
- [Refactor] Introduce job level config
- [Refactor] Duplicate data on request and result index
- [FEATURE] Add option to disallow catalog views HOT 2
- [FEATURE] Enhance Spark JSON table for semi-structured log analytics
- [FEATURE]Add `top` PPL command HOT 1
- [Refactor] Refactor index monitor IT with more robust thread coordination
- Readme is outdated
- Remove query rewrite for LogsTable skipping index
- [BUG] OpenSearch metadata log doesn't sanitize index name before generating log entry id
- [FEATURE]Add PPL Explain Command / Endpoint
- [BUG] Eval function doesn't work in PPL HOT 1
- [BUG] Filter on timestamp fields compares date only instead of datetime
- OpenSearch index naming logic for create MV HOT 1
- [FEATURE] Add index name to FlintMetadataLogEntry
- [BUG] PPL can't extract value from map when the key is nested field alike HOT 2
- [FEATURE] Dynamically adjust rate limit for OpenSearch requests
- [FEATURE] VACCUM index statement should delete checkpoint data
- [BUG] FlintDataType cannot serialize TIMESTAMP_NTZ
- [BUG] Nondescript error when EMR roles are misconfigured
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