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Posted to dev@hbase.apache.org by Ryan Ausanka-Crues <ry...@palominolabs.com> on 2012/06/21 07:37:26 UTC
Performance Testing
A couple of thoughts on performance testing.
I think it makes sense to start by defining the goals for the performance testing project and then deciding what we'd like to accomplish. As such, I start by soliciting ideas from everyone on what they would like to see from the project. We can then collate those thoughts and prioritize the different features. Does that sound like a reasonable approach?
Ryan
Re: Performance Testing
Posted by Ryan Ausanka-Crues <ry...@palominolabs.com>.
Other ideas that have been thrown around:
- Compile a donated collection of real world datasets that can be used in tests
- Ability to replay WALs: https://issues.apache.org/jira/browse/HBASE-6218
- Find someone to donate a cluster of machines the tests can be run on to ensure consistency
- Integrate with iTest/Bigtop
---
Ryan Ausanka-Crues
CEO
Palomino Labs, Inc.
ryan@palominolabs.com
(m) 805.242.2486
On Jun 21, 2012, at 3:05 PM, Matt Corgan wrote:
> just brainstorming =)
>
> Some of those are motivated by the performance tests i wrote for data block
> encoding: Link<https://github.com/hotpads/hbase-prefix-trie/tree/master/test/org/apache/hadoop/hbase/cell/pt/test/performance/seek>.
> In that directory:
>
> * SeekBenchmarkMain gathers all of the test parameters. Perhaps we could
> have a test configuration input file format where standard test configs are
> put in source control
> * For each combination of input parameters it runs a SingleSeekBenchmark
> * As it runs, the SingleSeekBenchmark adds results to a SeekBenchmarkResult
> * Each SeekBenchmarkResult is logged after each SingleSeekBenchmark, and
> all of them are logged again at the end for pasting into a spreadsheet
>
> They're probably too customized to my use case, but maybe we can draw ideas
> from the structure/workflow and make it applicable to more use cases.
>
>
> On Thu, Jun 21, 2012 at 2:47 PM, Andrew Purtell <ap...@apache.org> wrote:
>
>> Concur. That's ambitious!
>>
>> On Thu, Jun 21, 2012 at 1:57 PM, Ryan Ausanka-Crues
>> <ry...@palominolabs.com> wrote:
>>> Thanks Matt. These are great!
>>> ---
>>> Ryan Ausanka-Crues
>>> CEO
>>> Palomino Labs, Inc.
>>> ryan@palominolabs.com
>>> (m) 805.242.2486
>>>
>>> On Jun 21, 2012, at 12:36 PM, Matt Corgan wrote:
>>>
>>>> These are geared more towards development than regression testing, but
>> here
>>>> are a few ideas that I would find useful:
>>>>
>>>> * Ability to run the performance tests (or at least a subset of them)
>> on a
>>>> development machine would help people avoid committing regressions and
>>>> would speed development in general
>>>> * Ability to test a single region without heavier weight servers and
>>>> clusters
>>>> * Letting the test run with multiple combinations of input parameters
>>>> (block size, compression, blooms, encoding, flush size, etc, etc).
>>>> Possibly many combinations that could take a while to run
>>>> * Output results to a CSV file that's importable to a spreadsheet for
>>>> sorting/filtering/charting.
>>>> * Email the CSV file to the user notifying them the tests have finished.
>>>> * Getting fancier: ability to specify a list of branches or tags from
>> git
>>>> or subversion as inputs, which would allow the developer to tag many
>>>> different performance changes and later figure out which combination is
>> the
>>>> best (all before submitting a patch)
>>>>
>>>>
>>>> On Thu, Jun 21, 2012 at 12:13 PM, Elliott Clark <eclark@stumbleupon.com
>>> wrote:
>>>>
>>>>> I actually think that more measurements are needed than just per
>> release.
>>>>> The best I could hope for would be a four node+ cluster(One master and
>>>>> three slaves) that for every check in on trunk run multiple different
>> perf
>>>>> tests.
>>>>>
>>>>>
>>>>> - All Reads (Scans)
>>>>> - Large Writes (Should test compactions/flushes)
>>>>> - Read Dominated with 10% writes
>>>>>
>>>>> Then every checkin can be evaluated and large regressions can be
>> treated as
>>>>> bugs. And with that we can see the difference between the different
>>>>> versions as well. http://arewefastyet.com/ is kind of the model that I
>>>>> would love to see. And I'm more than willing to help where ever
>> needed.
>>>>>
>>>>> However in reality every night will probably be more feasible. And
>> Four
>>>>> nodes is probably not going to happen either.
>>>>>
>>>>> On Thu, Jun 21, 2012 at 11:38 AM, Andrew Purtell <apurtell@apache.org
>>>>>> wrote:
>>>>>
>>>>>> On Wed, Jun 20, 2012 at 10:37 PM, Ryan Ausanka-Crues
>>>>>> <ry...@palominolabs.com> wrote:
>>>>>>> I think it makes sense to start by defining the goals for the
>>>>>> performance testing project and then deciding what we'd like to
>>>>> accomplish.
>>>>>> As such, I start by soliciting ideas from everyone on what they would
>>>>> like
>>>>>> to see from the project. We can then collate those thoughts and
>>>>> prioritize
>>>>>> the different features. Does that sound like a reasonable approach?
>>>>>>
>>>>>> In terms of defining a goal, the fundamental need I see for us as a
>>>>>> project is to quantify performance from one release to the next, thus
>>>>>> be able to avoid regressions by noting adverse changes in release
>>>>>> candidates.
>>>>>>
>>>>>> In terms of defining what "performance" means... well, that's an
>>>>>> involved and separate discussion I think.
>>>>>>
>>>>>> Best regards,
>>>>>>
>>>>>> - Andy
>>>>>>
>>>>>> Problems worthy of attack prove their worth by hitting back. - Piet
>>>>>> Hein (via Tom White)
>>>>>>
>>>>>
>>>
>>
>>
>>
>> --
>> Best regards,
>>
>> - Andy
>>
>> Problems worthy of attack prove their worth by hitting back. - Piet
>> Hein (via Tom White)
>>
Re: Performance Testing
Posted by Matt Corgan <mc...@hotpads.com>.
just brainstorming =)
Some of those are motivated by the performance tests i wrote for data block
encoding: Link<https://github.com/hotpads/hbase-prefix-trie/tree/master/test/org/apache/hadoop/hbase/cell/pt/test/performance/seek>.
In that directory:
* SeekBenchmarkMain gathers all of the test parameters. Perhaps we could
have a test configuration input file format where standard test configs are
put in source control
* For each combination of input parameters it runs a SingleSeekBenchmark
* As it runs, the SingleSeekBenchmark adds results to a SeekBenchmarkResult
* Each SeekBenchmarkResult is logged after each SingleSeekBenchmark, and
all of them are logged again at the end for pasting into a spreadsheet
They're probably too customized to my use case, but maybe we can draw ideas
from the structure/workflow and make it applicable to more use cases.
On Thu, Jun 21, 2012 at 2:47 PM, Andrew Purtell <ap...@apache.org> wrote:
> Concur. That's ambitious!
>
> On Thu, Jun 21, 2012 at 1:57 PM, Ryan Ausanka-Crues
> <ry...@palominolabs.com> wrote:
> > Thanks Matt. These are great!
> > ---
> > Ryan Ausanka-Crues
> > CEO
> > Palomino Labs, Inc.
> > ryan@palominolabs.com
> > (m) 805.242.2486
> >
> > On Jun 21, 2012, at 12:36 PM, Matt Corgan wrote:
> >
> >> These are geared more towards development than regression testing, but
> here
> >> are a few ideas that I would find useful:
> >>
> >> * Ability to run the performance tests (or at least a subset of them)
> on a
> >> development machine would help people avoid committing regressions and
> >> would speed development in general
> >> * Ability to test a single region without heavier weight servers and
> >> clusters
> >> * Letting the test run with multiple combinations of input parameters
> >> (block size, compression, blooms, encoding, flush size, etc, etc).
> >> Possibly many combinations that could take a while to run
> >> * Output results to a CSV file that's importable to a spreadsheet for
> >> sorting/filtering/charting.
> >> * Email the CSV file to the user notifying them the tests have finished.
> >> * Getting fancier: ability to specify a list of branches or tags from
> git
> >> or subversion as inputs, which would allow the developer to tag many
> >> different performance changes and later figure out which combination is
> the
> >> best (all before submitting a patch)
> >>
> >>
> >> On Thu, Jun 21, 2012 at 12:13 PM, Elliott Clark <eclark@stumbleupon.com
> >wrote:
> >>
> >>> I actually think that more measurements are needed than just per
> release.
> >>> The best I could hope for would be a four node+ cluster(One master and
> >>> three slaves) that for every check in on trunk run multiple different
> perf
> >>> tests.
> >>>
> >>>
> >>> - All Reads (Scans)
> >>> - Large Writes (Should test compactions/flushes)
> >>> - Read Dominated with 10% writes
> >>>
> >>> Then every checkin can be evaluated and large regressions can be
> treated as
> >>> bugs. And with that we can see the difference between the different
> >>> versions as well. http://arewefastyet.com/ is kind of the model that I
> >>> would love to see. And I'm more than willing to help where ever
> needed.
> >>>
> >>> However in reality every night will probably be more feasible. And
> Four
> >>> nodes is probably not going to happen either.
> >>>
> >>> On Thu, Jun 21, 2012 at 11:38 AM, Andrew Purtell <apurtell@apache.org
> >>>> wrote:
> >>>
> >>>> On Wed, Jun 20, 2012 at 10:37 PM, Ryan Ausanka-Crues
> >>>> <ry...@palominolabs.com> wrote:
> >>>>> I think it makes sense to start by defining the goals for the
> >>>> performance testing project and then deciding what we'd like to
> >>> accomplish.
> >>>> As such, I start by soliciting ideas from everyone on what they would
> >>> like
> >>>> to see from the project. We can then collate those thoughts and
> >>> prioritize
> >>>> the different features. Does that sound like a reasonable approach?
> >>>>
> >>>> In terms of defining a goal, the fundamental need I see for us as a
> >>>> project is to quantify performance from one release to the next, thus
> >>>> be able to avoid regressions by noting adverse changes in release
> >>>> candidates.
> >>>>
> >>>> In terms of defining what "performance" means... well, that's an
> >>>> involved and separate discussion I think.
> >>>>
> >>>> Best regards,
> >>>>
> >>>> - Andy
> >>>>
> >>>> Problems worthy of attack prove their worth by hitting back. - Piet
> >>>> Hein (via Tom White)
> >>>>
> >>>
> >
>
>
>
> --
> Best regards,
>
> - Andy
>
> Problems worthy of attack prove their worth by hitting back. - Piet
> Hein (via Tom White)
>
Re: Performance Testing
Posted by Andrew Purtell <ap...@apache.org>.
Concur. That's ambitious!
On Thu, Jun 21, 2012 at 1:57 PM, Ryan Ausanka-Crues
<ry...@palominolabs.com> wrote:
> Thanks Matt. These are great!
> ---
> Ryan Ausanka-Crues
> CEO
> Palomino Labs, Inc.
> ryan@palominolabs.com
> (m) 805.242.2486
>
> On Jun 21, 2012, at 12:36 PM, Matt Corgan wrote:
>
>> These are geared more towards development than regression testing, but here
>> are a few ideas that I would find useful:
>>
>> * Ability to run the performance tests (or at least a subset of them) on a
>> development machine would help people avoid committing regressions and
>> would speed development in general
>> * Ability to test a single region without heavier weight servers and
>> clusters
>> * Letting the test run with multiple combinations of input parameters
>> (block size, compression, blooms, encoding, flush size, etc, etc).
>> Possibly many combinations that could take a while to run
>> * Output results to a CSV file that's importable to a spreadsheet for
>> sorting/filtering/charting.
>> * Email the CSV file to the user notifying them the tests have finished.
>> * Getting fancier: ability to specify a list of branches or tags from git
>> or subversion as inputs, which would allow the developer to tag many
>> different performance changes and later figure out which combination is the
>> best (all before submitting a patch)
>>
>>
>> On Thu, Jun 21, 2012 at 12:13 PM, Elliott Clark <ec...@stumbleupon.com>wrote:
>>
>>> I actually think that more measurements are needed than just per release.
>>> The best I could hope for would be a four node+ cluster(One master and
>>> three slaves) that for every check in on trunk run multiple different perf
>>> tests.
>>>
>>>
>>> - All Reads (Scans)
>>> - Large Writes (Should test compactions/flushes)
>>> - Read Dominated with 10% writes
>>>
>>> Then every checkin can be evaluated and large regressions can be treated as
>>> bugs. And with that we can see the difference between the different
>>> versions as well. http://arewefastyet.com/ is kind of the model that I
>>> would love to see. And I'm more than willing to help where ever needed.
>>>
>>> However in reality every night will probably be more feasible. And Four
>>> nodes is probably not going to happen either.
>>>
>>> On Thu, Jun 21, 2012 at 11:38 AM, Andrew Purtell <apurtell@apache.org
>>>> wrote:
>>>
>>>> On Wed, Jun 20, 2012 at 10:37 PM, Ryan Ausanka-Crues
>>>> <ry...@palominolabs.com> wrote:
>>>>> I think it makes sense to start by defining the goals for the
>>>> performance testing project and then deciding what we'd like to
>>> accomplish.
>>>> As such, I start by soliciting ideas from everyone on what they would
>>> like
>>>> to see from the project. We can then collate those thoughts and
>>> prioritize
>>>> the different features. Does that sound like a reasonable approach?
>>>>
>>>> In terms of defining a goal, the fundamental need I see for us as a
>>>> project is to quantify performance from one release to the next, thus
>>>> be able to avoid regressions by noting adverse changes in release
>>>> candidates.
>>>>
>>>> In terms of defining what "performance" means... well, that's an
>>>> involved and separate discussion I think.
>>>>
>>>> Best regards,
>>>>
>>>> - Andy
>>>>
>>>> Problems worthy of attack prove their worth by hitting back. - Piet
>>>> Hein (via Tom White)
>>>>
>>>
>
--
Best regards,
- Andy
Problems worthy of attack prove their worth by hitting back. - Piet
Hein (via Tom White)
Re: Performance Testing
Posted by Ryan Ausanka-Crues <ry...@palominolabs.com>.
Thanks Matt. These are great!
---
Ryan Ausanka-Crues
CEO
Palomino Labs, Inc.
ryan@palominolabs.com
(m) 805.242.2486
On Jun 21, 2012, at 12:36 PM, Matt Corgan wrote:
> These are geared more towards development than regression testing, but here
> are a few ideas that I would find useful:
>
> * Ability to run the performance tests (or at least a subset of them) on a
> development machine would help people avoid committing regressions and
> would speed development in general
> * Ability to test a single region without heavier weight servers and
> clusters
> * Letting the test run with multiple combinations of input parameters
> (block size, compression, blooms, encoding, flush size, etc, etc).
> Possibly many combinations that could take a while to run
> * Output results to a CSV file that's importable to a spreadsheet for
> sorting/filtering/charting.
> * Email the CSV file to the user notifying them the tests have finished.
> * Getting fancier: ability to specify a list of branches or tags from git
> or subversion as inputs, which would allow the developer to tag many
> different performance changes and later figure out which combination is the
> best (all before submitting a patch)
>
>
> On Thu, Jun 21, 2012 at 12:13 PM, Elliott Clark <ec...@stumbleupon.com>wrote:
>
>> I actually think that more measurements are needed than just per release.
>> The best I could hope for would be a four node+ cluster(One master and
>> three slaves) that for every check in on trunk run multiple different perf
>> tests.
>>
>>
>> - All Reads (Scans)
>> - Large Writes (Should test compactions/flushes)
>> - Read Dominated with 10% writes
>>
>> Then every checkin can be evaluated and large regressions can be treated as
>> bugs. And with that we can see the difference between the different
>> versions as well. http://arewefastyet.com/ is kind of the model that I
>> would love to see. And I'm more than willing to help where ever needed.
>>
>> However in reality every night will probably be more feasible. And Four
>> nodes is probably not going to happen either.
>>
>> On Thu, Jun 21, 2012 at 11:38 AM, Andrew Purtell <apurtell@apache.org
>>> wrote:
>>
>>> On Wed, Jun 20, 2012 at 10:37 PM, Ryan Ausanka-Crues
>>> <ry...@palominolabs.com> wrote:
>>>> I think it makes sense to start by defining the goals for the
>>> performance testing project and then deciding what we'd like to
>> accomplish.
>>> As such, I start by soliciting ideas from everyone on what they would
>> like
>>> to see from the project. We can then collate those thoughts and
>> prioritize
>>> the different features. Does that sound like a reasonable approach?
>>>
>>> In terms of defining a goal, the fundamental need I see for us as a
>>> project is to quantify performance from one release to the next, thus
>>> be able to avoid regressions by noting adverse changes in release
>>> candidates.
>>>
>>> In terms of defining what "performance" means... well, that's an
>>> involved and separate discussion I think.
>>>
>>> Best regards,
>>>
>>> - Andy
>>>
>>> Problems worthy of attack prove their worth by hitting back. - Piet
>>> Hein (via Tom White)
>>>
>>
Re: Performance Testing
Posted by Matt Corgan <mc...@hotpads.com>.
These are geared more towards development than regression testing, but here
are a few ideas that I would find useful:
* Ability to run the performance tests (or at least a subset of them) on a
development machine would help people avoid committing regressions and
would speed development in general
* Ability to test a single region without heavier weight servers and
clusters
* Letting the test run with multiple combinations of input parameters
(block size, compression, blooms, encoding, flush size, etc, etc).
Possibly many combinations that could take a while to run
* Output results to a CSV file that's importable to a spreadsheet for
sorting/filtering/charting.
* Email the CSV file to the user notifying them the tests have finished.
* Getting fancier: ability to specify a list of branches or tags from git
or subversion as inputs, which would allow the developer to tag many
different performance changes and later figure out which combination is the
best (all before submitting a patch)
On Thu, Jun 21, 2012 at 12:13 PM, Elliott Clark <ec...@stumbleupon.com>wrote:
> I actually think that more measurements are needed than just per release.
> The best I could hope for would be a four node+ cluster(One master and
> three slaves) that for every check in on trunk run multiple different perf
> tests.
>
>
> - All Reads (Scans)
> - Large Writes (Should test compactions/flushes)
> - Read Dominated with 10% writes
>
> Then every checkin can be evaluated and large regressions can be treated as
> bugs. And with that we can see the difference between the different
> versions as well. http://arewefastyet.com/ is kind of the model that I
> would love to see. And I'm more than willing to help where ever needed.
>
> However in reality every night will probably be more feasible. And Four
> nodes is probably not going to happen either.
>
> On Thu, Jun 21, 2012 at 11:38 AM, Andrew Purtell <apurtell@apache.org
> >wrote:
>
> > On Wed, Jun 20, 2012 at 10:37 PM, Ryan Ausanka-Crues
> > <ry...@palominolabs.com> wrote:
> > > I think it makes sense to start by defining the goals for the
> > performance testing project and then deciding what we'd like to
> accomplish.
> > As such, I start by soliciting ideas from everyone on what they would
> like
> > to see from the project. We can then collate those thoughts and
> prioritize
> > the different features. Does that sound like a reasonable approach?
> >
> > In terms of defining a goal, the fundamental need I see for us as a
> > project is to quantify performance from one release to the next, thus
> > be able to avoid regressions by noting adverse changes in release
> > candidates.
> >
> > In terms of defining what "performance" means... well, that's an
> > involved and separate discussion I think.
> >
> > Best regards,
> >
> > - Andy
> >
> > Problems worthy of attack prove their worth by hitting back. - Piet
> > Hein (via Tom White)
> >
>
Re: Performance Testing
Posted by Elliott Clark <ec...@stumbleupon.com>.
I actually think that more measurements are needed than just per release.
The best I could hope for would be a four node+ cluster(One master and
three slaves) that for every check in on trunk run multiple different perf
tests.
- All Reads (Scans)
- Large Writes (Should test compactions/flushes)
- Read Dominated with 10% writes
Then every checkin can be evaluated and large regressions can be treated as
bugs. And with that we can see the difference between the different
versions as well. http://arewefastyet.com/ is kind of the model that I
would love to see. And I'm more than willing to help where ever needed.
However in reality every night will probably be more feasible. And Four
nodes is probably not going to happen either.
On Thu, Jun 21, 2012 at 11:38 AM, Andrew Purtell <ap...@apache.org>wrote:
> On Wed, Jun 20, 2012 at 10:37 PM, Ryan Ausanka-Crues
> <ry...@palominolabs.com> wrote:
> > I think it makes sense to start by defining the goals for the
> performance testing project and then deciding what we'd like to accomplish.
> As such, I start by soliciting ideas from everyone on what they would like
> to see from the project. We can then collate those thoughts and prioritize
> the different features. Does that sound like a reasonable approach?
>
> In terms of defining a goal, the fundamental need I see for us as a
> project is to quantify performance from one release to the next, thus
> be able to avoid regressions by noting adverse changes in release
> candidates.
>
> In terms of defining what "performance" means... well, that's an
> involved and separate discussion I think.
>
> Best regards,
>
> - Andy
>
> Problems worthy of attack prove their worth by hitting back. - Piet
> Hein (via Tom White)
>
Re: Performance Testing
Posted by Andrew Purtell <ap...@apache.org>.
On Wed, Jun 20, 2012 at 10:37 PM, Ryan Ausanka-Crues
<ry...@palominolabs.com> wrote:
> I think it makes sense to start by defining the goals for the performance testing project and then deciding what we'd like to accomplish. As such, I start by soliciting ideas from everyone on what they would like to see from the project. We can then collate those thoughts and prioritize the different features. Does that sound like a reasonable approach?
In terms of defining a goal, the fundamental need I see for us as a
project is to quantify performance from one release to the next, thus
be able to avoid regressions by noting adverse changes in release
candidates.
In terms of defining what "performance" means... well, that's an
involved and separate discussion I think.
Best regards,
- Andy
Problems worthy of attack prove their worth by hitting back. - Piet
Hein (via Tom White)