[
https://issues.apache.org/jira/browse/TEZ-1223?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14047652#comment-14047652
]
Rajesh Balamohan commented on TEZ-1223:
---------------------------------------
Update:
=======
- Added getRemoteAddress with ip/port information in the server side, to check
if ports to the same node is changing when transferring multiple map output.
Analysis showed that this is not the case (for a given request with multiple
mapId, the ip/port is same till all map outputs are streamed through).
> Shuffle errors at 10 TB scale
> -----------------------------
>
> Key: TEZ-1223
> URL: https://issues.apache.org/jira/browse/TEZ-1223
> Project: Apache Tez
> Issue Type: Bug
> Reporter: Rajesh Balamohan
> Assignee: Rajesh Balamohan
> Labels: performance, scalability
> Attachments: shuffle_data.tar.gz
>
>
> When running a job with the following DAG at 10 TB scale, different shuffle
> exceptions occurred. Creating this as umbrella ticket for tracking these
> errors. Most of them are related to ShuffleHeader parsing.
> DAG:
> =====
> digraph rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1
> { graph [
> label="rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1",
> fontsize=24, fontname=Helvetica]; node [fontsize=12, fontname=Helvetica];
> edge [fontsize=9, fontcolor=blue, fontname=Arial];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_5" [ label
> = "Map_5[MapTezProcessor]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_5" ->
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Reducer_3" [
> label = "[input=OnFileUnorderedKVOutput,\n output=ShuffledUnorderedKVInput,\n
> dataMovement=BROADCAST,\n schedulingType=SEQUENTIAL]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Reducer_9" [
> label = "Reducer_9[ReduceTezProcessor]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Reducer_9" ->
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Reducer_3" [
> label = "[input=OnFileSortedOutput,\n output=ShuffledMergedInputLegacy,\n
> dataMovement=SCATTER_GATHER,\n schedulingType=SEQUENTIAL]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_11_store_returns"
> [ label = "Map_11[store_returns]", shape = "box" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_11_store_returns"
> -> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_11" [
> label = "Input [inputClass=MRInputLegacy,\n initializer=HiveSplitGenerator]"
> ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Reducer_4_out_Reducer_4"
> [ label = "Reducer_4[out_Reducer_4]", shape = "box" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_10" [ label
> = "Map_10[MapTezProcessor]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_10" ->
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Reducer_3" [
> label = "[input=OnFileUnorderedKVOutput,\n output=ShuffledUnorderedKVInput,\n
> dataMovement=BROADCAST,\n schedulingType=SEQUENTIAL]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_8" [ label
> = "Map_8[MapTezProcessor]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_8" ->
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Reducer_9" [
> label = "[input=OnFileSortedOutput,\n output=ShuffledMergedInputLegacy,\n
> dataMovement=SCATTER_GATHER,\n schedulingType=SEQUENTIAL]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_1" [ label
> = "Map_1[MapTezProcessor]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_1" ->
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Reducer_3" [
> label = "[input=OnFileUnorderedKVOutput,\n output=ShuffledUnorderedKVInput,\n
> dataMovement=BROADCAST,\n schedulingType=SEQUENTIAL]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_6" [ label
> = "Map_6[MapTezProcessor]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_6" ->
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Reducer_3" [
> label = "[input=OnFileUnorderedKVOutput,\n output=ShuffledUnorderedKVInput,\n
> dataMovement=BROADCAST,\n schedulingType=SEQUENTIAL]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_10_item" [
> label = "Map_10[item]", shape = "box" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_10_item" ->
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_10" [ label
> = "Input [inputClass=MRInputLegacy,\n initializer=HiveSplitGenerator]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_6_d3" [
> label = "Map_6[d3]", shape = "box" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_6_d3" ->
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_6" [ label
> = "Input [inputClass=MRInputLegacy,\n initializer=HiveSplitGenerator]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_2_catalog_sales"
> [ label = "Map_2[catalog_sales]", shape = "box" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_2_catalog_sales"
> -> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_2" [
> label = "Input [inputClass=MRInputLegacy,\n initializer=HiveSplitGenerator]"
> ]; "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_2" [
> label = "Map_2[MapTezProcessor]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_2" ->
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Reducer_3" [
> label = "[input=OnFileSortedOutput,\n output=ShuffledMergedInputLegacy,\n
> dataMovement=SCATTER_GATHER,\n schedulingType=SEQUENTIAL]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Reducer_3" [
> label = "Reducer_3[ReduceTezProcessor]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Reducer_3" ->
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Reducer_4" [
> label = "[input=OnFileSortedOutput,\n output=ShuffledMergedInputLegacy,\n
> dataMovement=SCATTER_GATHER,\n schedulingType=SEQUENTIAL]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_8_store_sales"
> [ label = "Map_8[store_sales]", shape = "box" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_8_store_sales"
> -> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_8" [
> label = "Input [inputClass=MRInputLegacy,\n initializer=HiveSplitGenerator]"
> ]; "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_7_store"
> [ label = "Map_7[store]", shape = "box" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_7_store" ->
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_7" [ label
> = "Input [inputClass=MRInputLegacy,\n initializer=HiveSplitGenerator]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_5_d2" [
> label = "Map_5[d2]", shape = "box" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_5_d2" ->
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_5" [ label
> = "Input [inputClass=MRInputLegacy,\n initializer=HiveSplitGenerator]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Reducer_4" [
> label = "Reducer_4[ReduceTezProcessor]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Reducer_4" ->
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Reducer_4_out_Reducer_4"
> [ label = "Output [outputClass=MROutput,\n initializer=]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_11" [ label
> = "Map_11[MapTezProcessor]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_11" ->
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Reducer_9" [
> label = "[input=OnFileSortedOutput,\n output=ShuffledMergedInputLegacy,\n
> dataMovement=SCATTER_GATHER,\n schedulingType=SEQUENTIAL]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_1_d1" [
> label = "Map_1[d1]", shape = "box" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_1_d1" ->
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_1" [ label
> = "Input [inputClass=MRInputLegacy,\n initializer=HiveSplitGenerator]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_7" [ label
> = "Map_7[MapTezProcessor]" ];
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Map_7" ->
> "rajesh_20140622203232_d3d3d3ce_3d7a_4f04_ad05_31df915a74fd_1.Reducer_3" [
> label = "[input=OnFileUnorderedKVOutput,\n output=ShuffledUnorderedKVInput,\n
> dataMovement=BROADCAST,\n schedulingType=SEQUENTIAL]" ]; }
--
This message was sent by Atlassian JIRA
(v6.2#6252)
