Hi,
I'm also newbie and I'm just trying to help with I'm learned so far.
It's all about the rules. I strongly recommend taking a look into:
https://calcite.apache.org/docs/howto.html#tracing
Specially about setting the logger lever to DEBUG.
By doing this you can check which rules are being fired, the costs and chosen
plan.
As I mentioned in my last reply, the problem seems to be that
BindableTableScan.computeSelfCost does not use the information about used
projects and filters to compute the cost of the BindableTableScan.
Many rules are applied that convert the nodes and at the end the plan with the
lowest cost is chosen. Among the generated plans are plans that push the
projects to the BindableTableScan and others that do not. The total cost of
the plan that pushes the projects and the filter is the probably the same or
higher than the cost of the plan that pushes only the filter and removes the
projects (through AggregateProjectMergeRule) and the planner ends up choosing
the latter.
So maybe just by fixing computeSelfCost it solves the problem.
Just for the purpose of testing this, I changed computeSelfCost to:
@Override public RelOptCost computeSelfCost(RelOptPlanner planner,
RelMetadataQuery mq) {
return super.computeSelfCost(planner, mq).multiplyBy((0.01 +
projects.size())/identity().size());
}
And only by doing this, the planner chose a plan that pushes the projects and
filters to BindableTableScan when used with aggregation.
You can also override getStatistic() for your implementation of
ProjectableFilterableTable to provide some statistics to be used in computing
costs.
Calcite also allows other ways to provide information and statistics but that's
beyond my knowledge.
Regards,
Luis Fernando
Em terça-feira, 31 de outubro de 2017 13:38:05 BRST, Alexey Roytman
<[email protected]> escreveu:
Sorry for the delay, Luis Fernando.
Please see below, as there are a number of answers.
On 10/26/2017 09:37 PM, Luis Fernando Kauer wrote:
> I'm sorry, but I have no idea what you are talking about.
> Cassandra Adapter has code to translate the plan to run the query in
> Cassandra Server.
> If you are only interested in querying CSV files I don't see how copying that
> code without understanding it will help you.
[Alexey]I need neither Cassandra nor CSV adapter. Cassandra was
mentioned by Julian, so I started investigated it. The CVS files were
used because this way I can create a working test to share with
community to ask questions.
> First of all, you need to decide whether you will use
> ProjectableFilterableTable or TranslatableTable.
[Alexey] I would like to use ProjectableFilterableTable, but it does a
poor work for me: starting from a certain level of nesting, it wants all
projections. And for my task it's a too heavy query: my numeric columns
are remotely calculated, with different (and unpredictable) amount of
work for each column.
[Alexey] So, as Julian mentioned Cassandra's interface, I started with
it. There was as complication: it has both Translatable and both
Queriable interfaces. For Queriable interfaces, the RexNode are
translated to List<String> (all these translateBinary2() functions etc)
and passed via reflection call to the query. But for me, at the query
level, I need the RexNodes themselves, and I don't want to parse these
List<String> back!
[Alexey] So, I've started again, but with the Druid adapter, which uses
only Translatable interface.
> You must try to understand how the rules work and how to check which rules
> are being fired and which ones are being chosen.
[Alexey] I do try. And when I reach certain understanding, then
obviously I won't ask such newbie questions that I ask for now :-))
> Did you follow the tutorial for creating CSV Adapter? It creates a rule to
> push the used projects to the table scan. That is a great start.
[Alexey] I did. But even in flavor=translatable it is very simplistic,
and did not do the job of having both filters and projections at the
lowest level...
> It's a good idea to take a look at the built in rules available in Calcite
> too.
> You should take a look into FilterTableScanRule and ProjectTableScanRule,
> which are the rules that push the projects and filters used with
> ProjectableFilterableTable into a BindableTableScan, and the other rules int
> Bindables.java.
[Alexey] I totally agree with you. But when I look at the code there, I
understand even less than now. This will improve with time, but for now
this is what I have...
> The rules work fine when there is no aggregate function, pushing both filter
> and projects into BindableTableScan. The problem seems to be with
> AggregateProjectMergeRule which removes the Project from the plan.
> If you remove the filter from your test cases you'll see that the projects
> are pushed to the BindableTableScan.
> I was able to simulate your problem using
> ScannableTableTest.testProjectableFilterable2WithProject changing the query
> into "select \"k\", count(*) from (select \"k\",\"j\" from \"s\".\"beatles\"
> where \"i\" = 4) x group by \"k\"".
> The plan:
> LogicalAggregate(group=[{0}], EXPR$1=[COUNT()])
> LogicalProject(k=[$1])
> LogicalFilter(condition=[=($0, 4)])
> LogicalProject(i=[$0], k=[$2])
> LogicalTableScan(table=[[s, beatles]])
>
> PhysicalPlan:
> EnumerableAggregate(group=[{2}], EXPR$1=[COUNT()]): rowcount = 10.0,
> cumulative cost = {61.25 rows, 50.0 cpu, 0.0 io}, id = 112
> EnumerableInterpreter: rowcount = 100.0, cumulative cost = {50.0 rows,
>50.0 cpu, 0.0 io}, id = 110
> BindableTableScan(table=[[s, beatles]], filters=[[=($0, 4)]]): rowcount
>= 100.0, cumulative cost = {1.0 rows, 1.01 cpu, 0.0 io}, id = 62
>
>
> If I disable AggregateProjectMergeRule, the physical plan is:
> EnumerableAggregate(group=[{0}], EXPR$1=[COUNT()]): rowcount = 10.0,
> cumulative cost = {61.25 rows, 50.0 cpu, 0.0 io}, id = 102
> EnumerableInterpreter: rowcount = 100.0, cumulative cost = {50.0 rows,
>50.0 cpu, 0.0 io}, id = 100
> BindableTableScan(table=[[s, beatles]], filters=[[=($0, 4)]],
>projects=[[2]]): rowcount = 100.0, cumulative cost = {1.0 rows, 1.01 cpu, 0.0
>io}, id = 78
[Alexey] Well, but this does not advances me in the direction of fixing
ProjectableFilterable loosing projections...
Thank you very much for your hints and patience!
- Alexey.
>
>
> Regards,
>
> Luis Fernando
>
>
>
> Em quinta-feira, 26 de outubro de 2017 13:19:46 BRST, Alexey Roytman
><[email protected]> escreveu:
>
> Thanks for the hints.
>
> I've tried to use [i.e. copy-pasted a lot of] Cassandra*.java for my
> CSV-files example. It's really too wordy! So lot of code I need to
> understand later!..
>
> But what bothers me most for now is the fact that I just cannot pass
> List<RexNode> to [my modification of] CassandraTable.query(); I need to
> convert it to some string form within List<String> using
> CassandraFilter.Translator, and then, when passed to [my modification
> of] CassandraTable.query(), I need to parse these List<String> back...
> Is there way to eliminate this back-and-forth serialization-deserialization?
>
> - Alexey.
>
> (P.S. Sorry for not keeping the email thread for now...)
>
> Julian Hyde wrote wrote:
>> By "write a rule" I mean write a class that extends RelOptRule. An
>> example is CassandraRules.CassandraFilterRule.
>> ProjectableFilterableTable was "only" designed for the case that
>> occurs 80% of the time but requires 20% of the functionality. Rules
>> run in a richer environment so have more power and flexibility.
>
