[SPARK-6939][Streaming][WebUI] Add timeline and histogram graphs for streaming statistics #5533

zsxwing · 2015-04-15T18:03:36Z

This is the initial work of SPARK-6939. Not yet ready for code review. Here are the screenshots:

TODOs:

Display more information on mouse hover
Align the timeline and distribution graphs
Clean up the codes

SparkQA · 2015-04-15T18:07:38Z

Test build #30361 has started for PR 5533 at commit dd653a1.

tdas · 2015-04-15T18:55:38Z

Awesome start!!! I think it can polished a little bit more. Here is some high level feedback.

the graphs should be thinner, that is, less tall. It should be closer to sparklines than charts.
The histogram can also be a line graph.
Not sure how much it is possible, but can you make the horizontal axis of side-by-side graphs horizontal? I think the problem is the time in the timeline, they take too much vertical space. What you could try is not put the time horizontally but not on all the tick marks. Only the first
The y axis in timeline looks very dense. Give more space between the tick marks. In fact both axes, the
I got feedback from others that the tick labels (time, etc.) is too much information. One idea is to make the label grey, to make them less distracting.

SparkQA · 2015-04-15T19:13:13Z

Test build #30361 has finished for PR 5533 at commit dd653a1.

This patch fails Spark unit tests.
This patch merges cleanly.
This patch adds no public classes.
This patch does not change any dependencies.

AmplabJenkins · 2015-04-15T19:13:18Z

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zsxwing · 2015-04-16T14:09:14Z

@tdas, here is the new screenshot. Now it only shows the first time and the last time in the timeline. But it's weird to use a line graph for distribution. Is it what you want? Or something else?

tdas · 2015-04-20T17:18:49Z

Some more thoughts.

Make the text in first column (that is " Input Rate \n avg: ... " middle-aligned in row.
Replace the "#" in the top figure with "records". And the "events/sec" to "records/sec" for consistency.

Also spoke offline,

Try making retainedBatches = 1000 and see the trendline. Probably have to remove dots/markers for each point.
Change bin count for distributions to 100 points. If there are less than 100 points, then binCount = number of points. And no markers for each point.
Make the y-axis ranges same for all delays, and they should start at zero.

SparkQA · 2015-04-21T17:13:39Z

Test build #30680 has started for PR 5533 at commit b82ed1e.

zsxwing · 2015-04-21T17:14:20Z

Replace the "#" in the top figure with "records". And the "events/sec" to "records/sec" for consistency.

We have already decided to use events rather than records in #5434

Here is the new screenshot after updating the PR:

SparkQA · 2015-04-21T18:18:31Z

Test build #30680 has finished for PR 5533 at commit b82ed1e.

This patch fails Spark unit tests.
This patch merges cleanly.
This patch adds no public classes.
This patch does not change any dependencies.

AmplabJenkins · 2015-04-21T18:18:36Z

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tdas · 2015-04-21T23:20:58Z

Fantastic! This is looking better and better.
I also got some more feedback on our company expert on data analytics graphs.

I was wrong about not using histogram. Histogram is the standard way to show this distribution beside the timeline. So better use that.
Also the standard way to show these graphs is to align the time line + distribution very close. The vertical axis of the histogram will not have numbers and will be very close to the right side of the timelines. In fact there can be a extra y-axis on the right side of the timeline, which will be the vertical axis of the histogram. I am not sure whether it can be done easily with two columns in the table. So maybe it will be good to try an alternate version where the timeline and distribution are in one column and closely aligned to each other.
Same horizontal axis ranges for distributions of inputs and delays
Color of axes = grey (same grey as the labels)

SparkQA · 2015-04-22T06:43:34Z

Test build #30735 has started for PR 5533 at commit ddf741a.

SparkQA · 2015-04-22T07:45:06Z

Test build #30735 has finished for PR 5533 at commit ddf741a.

This patch fails Spark unit tests.
This patch merges cleanly.
This patch adds no public classes.
This patch does not change any dependencies.

AmplabJenkins · 2015-04-22T07:45:11Z

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zsxwing · 2015-04-23T10:13:43Z

New screenshot:

SparkQA · 2015-04-23T10:18:35Z

Test build #30833 has started for PR 5533 at commit d78672a.

SparkQA · 2015-04-23T11:53:25Z

Test build #30833 has finished for PR 5533 at commit d78672a.

This patch passes all tests.
This patch merges cleanly.
This patch adds no public classes.
This patch does not change any dependencies.

AmplabJenkins · 2015-04-23T11:53:30Z

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zsxwing · 2015-04-23T13:22:28Z

Another screenshot as per our discussion offline (my local branch):

SparkQA · 2015-04-27T18:19:28Z

Test build #31008 has started for PR 5533 at commit d78672a.

AmplabJenkins · 2015-05-05T07:13:44Z

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srowen · 2015-05-05T08:04:14Z

streaming/src/main/scala/org/apache/spark/streaming/ui/UIUtils.scala

+   * Find the best `TimeUnit` for converting milliseconds to a friendly string. Return the value
+   * after converting, also with its TimeUnit.
+   */
+  def normalizeDuration(milliseconds: Long): (Double, TimeUnit) = {


We already have utility methods for this in Utils, no?

Yes, but this one requires normalizing and getting the unit by which it is normalized. And later we will use the same unit to normalize others time intervals. This is so that we can set the max Y-axis range and corresponding time unit for all the histograms and then map all other values using the same unit.

tdas · 2015-05-05T09:11:47Z

@zsxwing I merged the Direct Kafka patch before this because it is easier for you update this PR. Mind updating it :) Will merge as soon as you update.

AmplabJenkins · 2015-05-05T14:27:11Z

Merged build triggered.

AmplabJenkins · 2015-05-05T14:27:16Z

Merged build started.

SparkQA · 2015-05-05T14:29:11Z

Test build #31880 has started for PR 5533 at commit 9f7cd19.

SparkQA · 2015-05-05T16:14:40Z

Test build #31880 has finished for PR 5533 at commit 9f7cd19.

This patch passes all tests.
This patch merges cleanly.
This patch adds the following public classes (experimental):
- public class EnumUtil

AmplabJenkins · 2015-05-05T16:14:45Z

Merged build finished. Test PASSed.

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zsxwing · 2015-05-05T17:09:46Z

Fixed the conflicts

tdas · 2015-05-05T19:51:44Z

Merging this! Thanks @zsxwing for all the effort!

…r streaming statistics This is the initial work of SPARK-6939. Not yet ready for code review. Here are the screenshots: ![graph1](https://cloud.githubusercontent.com/assets/1000778/7165766/465942e0-e3dc-11e4-9b05-c184b09d75dc.png) ![graph2](https://cloud.githubusercontent.com/assets/1000778/7165779/53f13f34-e3dc-11e4-8714-a4a75b7e09ff.png) TODOs: - [x] Display more information on mouse hover - [x] Align the timeline and distribution graphs - [x] Clean up the codes Author: zsxwing <zsxwing@gmail.com> Closes #5533 from zsxwing/SPARK-6939 and squashes the following commits: 9f7cd19 [zsxwing] Merge branch 'master' into SPARK-6939 deacc3f [zsxwing] Remove unused import cd03424 [zsxwing] Fix .rat-excludes 70cc87d [zsxwing] Streaming Scheduling Delay => Scheduling Delay d457277 [zsxwing] Fix UIUtils in BatchPage b3f303e [zsxwing] Add comments for unclear classes and methods ff0bff8 [zsxwing] Make InputDStream.name private[streaming] cc392c5 [zsxwing] Merge branch 'master' into SPARK-6939 e275e23 [zsxwing] Move time related methods to Streaming's UIUtils d5d86f6 [zsxwing] Fix incorrect lastErrorTime 3be4b7a [zsxwing] Use InputInfo b50fa32 [zsxwing] Jump to the batch page when clicking a point in the timeline graphs 203605d [zsxwing] Merge branch 'master' into SPARK-6939 74307cf [zsxwing] Reuse the data for histogram graphs to reduce the page size 2586916 [zsxwing] Merge branch 'master' into SPARK-6939 70d8533 [zsxwing] Remove BatchInfo.numRecords and a few renames 7bbdc0a [zsxwing] Hide the receiver sub table if no receiver a2972e9 [zsxwing] Add some ui tests for StreamingPage fd03ad0 [zsxwing] Add a test to verify no memory leak 4a8f886 [zsxwing] Merge branch 'master' into SPARK-6939 18607a1 [zsxwing] Merge branch 'master' into SPARK-6939 d0b0aec [zsxwing] Clean up the codes a459f49 [zsxwing] Add a dash line to processing time graphs 8e4363c [zsxwing] Prepare for the demo c81a1ee [zsxwing] Change time unit in the graphs automatically 4c0b43f [zsxwing] Update Streaming UI 04c7500 [zsxwing] Make the server and client use the same timezone fed8219 [zsxwing] Move the x axis at the top and show a better tooltip c23ce10 [zsxwing] Make two graphs close d78672a [zsxwing] Make the X axis use the same range 881c907 [zsxwing] Use histogram for distribution 5688702 [zsxwing] Fix the unit test ddf741a [zsxwing] Fix the unit test ad93295 [zsxwing] Remove unnecessary codes a0458f9 [zsxwing] Clean the codes b82ed1e [zsxwing] Update the graphs as per comments dd653a1 [zsxwing] Add timeline and histogram graphs for streaming statistics (cherry picked from commit 489700c) Signed-off-by: Tathagata Das <tathagata.das1565@gmail.com>

…s to docs The default value will be changed to `1000` in #5533. So here I just used `1000`. Author: zsxwing <zsxwing@gmail.com> Closes #5899 from zsxwing/SPARK-7351 and squashes the following commits: e1ec515 [zsxwing] [SPARK-7351][Streaming][Docs] Add spark.streaming.ui.retainedBatches to docs

…s to docs The default value will be changed to `1000` in #5533. So here I just used `1000`. Author: zsxwing <zsxwing@gmail.com> Closes #5899 from zsxwing/SPARK-7351 and squashes the following commits: e1ec515 [zsxwing] [SPARK-7351][Streaming][Docs] Add spark.streaming.ui.retainedBatches to docs (cherry picked from commit fec7b29) Signed-off-by: Tathagata Das <tathagata.das1565@gmail.com>

…r streaming statistics This is the initial work of SPARK-6939. Not yet ready for code review. Here are the screenshots: ![graph1](https://cloud.githubusercontent.com/assets/1000778/7165766/465942e0-e3dc-11e4-9b05-c184b09d75dc.png) ![graph2](https://cloud.githubusercontent.com/assets/1000778/7165779/53f13f34-e3dc-11e4-8714-a4a75b7e09ff.png) TODOs: - [x] Display more information on mouse hover - [x] Align the timeline and distribution graphs - [x] Clean up the codes Author: zsxwing <zsxwing@gmail.com> Closes apache#5533 from zsxwing/SPARK-6939 and squashes the following commits: 9f7cd19 [zsxwing] Merge branch 'master' into SPARK-6939 deacc3f [zsxwing] Remove unused import cd03424 [zsxwing] Fix .rat-excludes 70cc87d [zsxwing] Streaming Scheduling Delay => Scheduling Delay d457277 [zsxwing] Fix UIUtils in BatchPage b3f303e [zsxwing] Add comments for unclear classes and methods ff0bff8 [zsxwing] Make InputDStream.name private[streaming] cc392c5 [zsxwing] Merge branch 'master' into SPARK-6939 e275e23 [zsxwing] Move time related methods to Streaming's UIUtils d5d86f6 [zsxwing] Fix incorrect lastErrorTime 3be4b7a [zsxwing] Use InputInfo b50fa32 [zsxwing] Jump to the batch page when clicking a point in the timeline graphs 203605d [zsxwing] Merge branch 'master' into SPARK-6939 74307cf [zsxwing] Reuse the data for histogram graphs to reduce the page size 2586916 [zsxwing] Merge branch 'master' into SPARK-6939 70d8533 [zsxwing] Remove BatchInfo.numRecords and a few renames 7bbdc0a [zsxwing] Hide the receiver sub table if no receiver a2972e9 [zsxwing] Add some ui tests for StreamingPage fd03ad0 [zsxwing] Add a test to verify no memory leak 4a8f886 [zsxwing] Merge branch 'master' into SPARK-6939 18607a1 [zsxwing] Merge branch 'master' into SPARK-6939 d0b0aec [zsxwing] Clean up the codes a459f49 [zsxwing] Add a dash line to processing time graphs 8e4363c [zsxwing] Prepare for the demo c81a1ee [zsxwing] Change time unit in the graphs automatically 4c0b43f [zsxwing] Update Streaming UI 04c7500 [zsxwing] Make the server and client use the same timezone fed8219 [zsxwing] Move the x axis at the top and show a better tooltip c23ce10 [zsxwing] Make two graphs close d78672a [zsxwing] Make the X axis use the same range 881c907 [zsxwing] Use histogram for distribution 5688702 [zsxwing] Fix the unit test ddf741a [zsxwing] Fix the unit test ad93295 [zsxwing] Remove unnecessary codes a0458f9 [zsxwing] Clean the codes b82ed1e [zsxwing] Update the graphs as per comments dd653a1 [zsxwing] Add timeline and histogram graphs for streaming statistics

…s to docs The default value will be changed to `1000` in apache#5533. So here I just used `1000`. Author: zsxwing <zsxwing@gmail.com> Closes apache#5899 from zsxwing/SPARK-7351 and squashes the following commits: e1ec515 [zsxwing] [SPARK-7351][Streaming][Docs] Add spark.streaming.ui.retainedBatches to docs

…r streaming statistics This is the initial work of SPARK-6939. Not yet ready for code review. Here are the screenshots: ![graph1](https://cloud.githubusercontent.com/assets/1000778/7165766/465942e0-e3dc-11e4-9b05-c184b09d75dc.png) ![graph2](https://cloud.githubusercontent.com/assets/1000778/7165779/53f13f34-e3dc-11e4-8714-a4a75b7e09ff.png) TODOs: - [x] Display more information on mouse hover - [x] Align the timeline and distribution graphs - [x] Clean up the codes Author: zsxwing <zsxwing@gmail.com> Closes apache#5533 from zsxwing/SPARK-6939 and squashes the following commits: 9f7cd19 [zsxwing] Merge branch 'master' into SPARK-6939 deacc3f [zsxwing] Remove unused import cd03424 [zsxwing] Fix .rat-excludes 70cc87d [zsxwing] Streaming Scheduling Delay => Scheduling Delay d457277 [zsxwing] Fix UIUtils in BatchPage b3f303e [zsxwing] Add comments for unclear classes and methods ff0bff8 [zsxwing] Make InputDStream.name private[streaming] cc392c5 [zsxwing] Merge branch 'master' into SPARK-6939 e275e23 [zsxwing] Move time related methods to Streaming's UIUtils d5d86f6 [zsxwing] Fix incorrect lastErrorTime 3be4b7a [zsxwing] Use InputInfo b50fa32 [zsxwing] Jump to the batch page when clicking a point in the timeline graphs 203605d [zsxwing] Merge branch 'master' into SPARK-6939 74307cf [zsxwing] Reuse the data for histogram graphs to reduce the page size 2586916 [zsxwing] Merge branch 'master' into SPARK-6939 70d8533 [zsxwing] Remove BatchInfo.numRecords and a few renames 7bbdc0a [zsxwing] Hide the receiver sub table if no receiver a2972e9 [zsxwing] Add some ui tests for StreamingPage fd03ad0 [zsxwing] Add a test to verify no memory leak 4a8f886 [zsxwing] Merge branch 'master' into SPARK-6939 18607a1 [zsxwing] Merge branch 'master' into SPARK-6939 d0b0aec [zsxwing] Clean up the codes a459f49 [zsxwing] Add a dash line to processing time graphs 8e4363c [zsxwing] Prepare for the demo c81a1ee [zsxwing] Change time unit in the graphs automatically 4c0b43f [zsxwing] Update Streaming UI 04c7500 [zsxwing] Make the server and client use the same timezone fed8219 [zsxwing] Move the x axis at the top and show a better tooltip c23ce10 [zsxwing] Make two graphs close d78672a [zsxwing] Make the X axis use the same range 881c907 [zsxwing] Use histogram for distribution 5688702 [zsxwing] Fix the unit test ddf741a [zsxwing] Fix the unit test ad93295 [zsxwing] Remove unnecessary codes a0458f9 [zsxwing] Clean the codes b82ed1e [zsxwing] Update the graphs as per comments dd653a1 [zsxwing] Add timeline and histogram graphs for streaming statistics

…s to docs The default value will be changed to `1000` in apache#5533. So here I just used `1000`. Author: zsxwing <zsxwing@gmail.com> Closes apache#5899 from zsxwing/SPARK-7351 and squashes the following commits: e1ec515 [zsxwing] [SPARK-7351][Streaming][Docs] Add spark.streaming.ui.retainedBatches to docs

hotienvu · 2015-06-15T10:18:08Z

Hi, I'm running Spark job UI under virtual hosts since I can't open any port rather than 80 for security reason. Using spark.ui.proxyBase has been working at least for static files but doesn't work with the Streaming tab since it pulling static files from /static/streaming. My current workaround is copy org/apache/spark/streaming/ui/static/ to org/apache/spark/ui/static/streaming but this introduces duplication.

zsxwing · 2015-06-15T15:01:38Z

@hotienvu could you open a JIRA and describe more details? Such as the error information and the invalid link?

…r streaming statistics This is the initial work of SPARK-6939. Not yet ready for code review. Here are the screenshots: ![graph1](https://cloud.githubusercontent.com/assets/1000778/7165766/465942e0-e3dc-11e4-9b05-c184b09d75dc.png) ![graph2](https://cloud.githubusercontent.com/assets/1000778/7165779/53f13f34-e3dc-11e4-8714-a4a75b7e09ff.png) TODOs: - [x] Display more information on mouse hover - [x] Align the timeline and distribution graphs - [x] Clean up the codes Author: zsxwing <zsxwing@gmail.com> Closes apache#5533 from zsxwing/SPARK-6939 and squashes the following commits: 9f7cd19 [zsxwing] Merge branch 'master' into SPARK-6939 deacc3f [zsxwing] Remove unused import cd03424 [zsxwing] Fix .rat-excludes 70cc87d [zsxwing] Streaming Scheduling Delay => Scheduling Delay d457277 [zsxwing] Fix UIUtils in BatchPage b3f303e [zsxwing] Add comments for unclear classes and methods ff0bff8 [zsxwing] Make InputDStream.name private[streaming] cc392c5 [zsxwing] Merge branch 'master' into SPARK-6939 e275e23 [zsxwing] Move time related methods to Streaming's UIUtils d5d86f6 [zsxwing] Fix incorrect lastErrorTime 3be4b7a [zsxwing] Use InputInfo b50fa32 [zsxwing] Jump to the batch page when clicking a point in the timeline graphs 203605d [zsxwing] Merge branch 'master' into SPARK-6939 74307cf [zsxwing] Reuse the data for histogram graphs to reduce the page size 2586916 [zsxwing] Merge branch 'master' into SPARK-6939 70d8533 [zsxwing] Remove BatchInfo.numRecords and a few renames 7bbdc0a [zsxwing] Hide the receiver sub table if no receiver a2972e9 [zsxwing] Add some ui tests for StreamingPage fd03ad0 [zsxwing] Add a test to verify no memory leak 4a8f886 [zsxwing] Merge branch 'master' into SPARK-6939 18607a1 [zsxwing] Merge branch 'master' into SPARK-6939 d0b0aec [zsxwing] Clean up the codes a459f49 [zsxwing] Add a dash line to processing time graphs 8e4363c [zsxwing] Prepare for the demo c81a1ee [zsxwing] Change time unit in the graphs automatically 4c0b43f [zsxwing] Update Streaming UI 04c7500 [zsxwing] Make the server and client use the same timezone fed8219 [zsxwing] Move the x axis at the top and show a better tooltip c23ce10 [zsxwing] Make two graphs close d78672a [zsxwing] Make the X axis use the same range 881c907 [zsxwing] Use histogram for distribution 5688702 [zsxwing] Fix the unit test ddf741a [zsxwing] Fix the unit test ad93295 [zsxwing] Remove unnecessary codes a0458f9 [zsxwing] Clean the codes b82ed1e [zsxwing] Update the graphs as per comments dd653a1 [zsxwing] Add timeline and histogram graphs for streaming statistics

…s to docs The default value will be changed to `1000` in apache#5533. So here I just used `1000`. Author: zsxwing <zsxwing@gmail.com> Closes apache#5899 from zsxwing/SPARK-7351 and squashes the following commits: e1ec515 [zsxwing] [SPARK-7351][Streaming][Docs] Add spark.streaming.ui.retainedBatches to docs

hotienvu · 2015-06-22T09:54:07Z

@zsxwing https://issues.apache.org/jira/browse/SPARK-8523

Add timeline and histogram graphs for streaming statistics

dd653a1

Update the graphs as per comments

b82ed1e

zsxwing changed the title ~~[SPARK-6939][Streaming][WebUI][WIP] Add timeline and histogram graphs for streaming statistics~~ [SPARK-6939][Streaming][WebUI] Add timeline and histogram graphs for streaming statistics Apr 21, 2015

Clean the codes

a0458f9

zsxwing added 2 commits April 22, 2015 08:31

Remove unnecessary codes

ad93295

Fix the unit test

ddf741a

zsxwing added 3 commits April 22, 2015 17:00

Fix the unit test

5688702

Use histogram for distribution

881c907

Make the X axis use the same range

d78672a

Make two graphs close

c23ce10

srowen reviewed May 5, 2015
View reviewed changes

Merge branch 'master' into SPARK-6939

9f7cd19

asfgit closed this in 489700c May 5, 2015

zsxwing deleted the SPARK-6939 branch May 5, 2015 20:57

zsxwing mentioned this pull request May 5, 2015

[SPARK-6943][SPARK-6944] DAG visualization on SparkUI #5729

Closed

sarutak mentioned this pull request May 12, 2015

[SPARK-7296][WebUI] Timeline view for Stage page #5843

Closed

[SPARK-6939][Streaming][WebUI] Add timeline and histogram graphs for streaming statistics #5533

[SPARK-6939][Streaming][WebUI] Add timeline and histogram graphs for streaming statistics #5533

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