Clojure

Reducer (and folder) instances hold onto the head of seqs

Details

  • Type: Defect Defect
  • Status: Open Open
  • Priority: Critical Critical
  • Resolution: Unresolved
  • Affects Version/s: Release 1.5
  • Fix Version/s: None
  • Component/s: None
  • Labels:
  • Patch:
    Code
  • Approval:
    Triaged

Description

Problem Statement
A shared function #'clojure.core.reducers/reducer holds on to the head of a reducible collection, causing it to blow up when the collection is a lazy sequence.

Cause: #'reducer closes over a collection when in order to reify CollReduce, and the closed-over is never cleared. When code attempts to reduce over this anonymous transformed collection, it will realize the tail while the head is stored in the closed-over.

Reproduction steps:
Compare the following calls:

(time (reduce + 0 (map identity (range 1e8))))
(time (reduce + 0 (r/map identity (range 1e8))))

The second call should fail on a normal or small heap.

(If reducers are faster than seqs, increase the range.)

Approaches:

1) Reimplement the #'reducer (and #'folder) transformation fns similar to the manner that Christophe proposes here:

(defrecord Reducer [coll xf])

(extend-protocol 
  clojure.core.protocols/CollReduce
  Reducer
      (coll-reduce [r f1]
                   (clojure.core.protocols/coll-reduce r f1 (f1)))
      (coll-reduce [r f1 init]
                   (clojure.core.protocols/coll-reduce (:coll r) ((:xf r) f1) init)))

(def rreducer ->Reducer) 

(defn rmap [f coll]
  (rreducer coll (fn [g] 
                   (fn [acc x]
                     (g acc (f x))))))

Advantages: Relatively non-invasive change.
Disadvantages: Not evident code. Additional protocol dispatch, though only incurred once

2) Clear the reference to 'this' on the stack just before a tail call occurs

When a callee is in return position, clear the local variable reference to 'this' in the caller's stack frame, which will make the caller and all its closed-overs eligible for reclamation.

Patch 1211 takes this approach for InvokeExpr call sites in return position. Patch 1214 takes the same approach for InvokeExprs and also static and instance interop calls.

Here is the code that performs the clearing excerpted from the 1214 patch:

void emitClearThis(GeneratorAdapter gen) {
		gen.visitInsn(Opcodes.ACONST_NULL);
		gen.visitVarInsn(Opcodes.ASTORE, 0);
	}

Tail calls wrapped inside a try/catch/finally clause cannot have 'this' cleared, because closed-overs/locals may need to be emitted for exception handling blocks. Both patches consider and handle this edge case.

Advantages: Fixes this case with no user code changes. Enables GC to do reclaim closed-overs references earlier.
Disadvantages: A compiler change.

3) Alternate approach

from Christophe Grand:
Another way would be to enhance the local clearing mechanism to also clear "this" but it's complex since it may be needed to keep a reference to "this" for caches long after obvious references to "this" are needed.

Advantages: Fine-grained
Disadvantages: Complex, invasive, and the compiler is hard to hack on.

Mitigations
Avoid reducing on lazy-seqs and instead operate on vectors / maps, or custom reifiers of CollReduce or CollFold. This could be easier with some implementations of common collection functions being available (like iterate and partition).

See https://groups.google.com/d/msg/clojure-dev/t6NhGnYNH1A/2lXghJS5HywJ for previous discussion.

  1. after-change.txt
    11/Dec/13 11:17 PM
    4 kB
    Ghadi Shayban
  2. before-change.txt
    11/Dec/13 11:17 PM
    4 kB
    Ghadi Shayban
  3. CLJ-1250-20131211.patch
    11/Dec/13 11:08 PM
    4 kB
    Ghadi Shayban
  4. CLJ-1250-AllInvokeSites-20140204.patch
    04/Feb/14 3:50 PM
    14 kB
    Ghadi Shayban
  5. CLJ-1250-AllInvokeSites-20140320.patch
    20/Mar/14 4:39 PM
    15 kB
    Ghadi Shayban

Activity

Hide
Gary Fredericks added a comment -

Fixed indentation in description.

Show
Gary Fredericks added a comment - Fixed indentation in description.
Hide
Ghadi Shayban added a comment -

Adding a patch that clears "this" before tail calls. Verified that Christophe's repro case is fixed.

Will upload a diff of the bytecode soon.

Any reason this juicy bug was taken off 1.6?

Show
Ghadi Shayban added a comment - Adding a patch that clears "this" before tail calls. Verified that Christophe's repro case is fixed. Will upload a diff of the bytecode soon. Any reason this juicy bug was taken off 1.6?
Hide
Ghadi Shayban added a comment -

Here's the bytecode for the clojure.core.reducers/reducer reify before and after the change... Of course a straight diff isn't useful because all the line numbers changed. Kudos to Gary Trakhman for the no.disassemble lein plugin.

Show
Ghadi Shayban added a comment - Here's the bytecode for the clojure.core.reducers/reducer reify before and after the change... Of course a straight diff isn't useful because all the line numbers changed. Kudos to Gary Trakhman for the no.disassemble lein plugin.
Hide
Christophe Grand added a comment -

Ghadi, I'm a bit surprised by this part of the patch: was the local clearing always a no-op here?

-		if(context == C.RETURN)
+		if(shouldClear)
 			{
-			ObjMethod method = (ObjMethod) METHOD.deref();
-			method.emitClearLocals(gen);
+                            gen.visitInsn(Opcodes.ACONST_NULL);
+                            gen.visitVarInsn(Opcodes.ASTORE, 0);
 			}

The problem with this approach (clear this on tail call) is that it adds yet another special case. To me the complexity stem from having to keep this around even if the user code doesn't refer to it.

Show
Christophe Grand added a comment - Ghadi, I'm a bit surprised by this part of the patch: was the local clearing always a no-op here?
-		if(context == C.RETURN)
+		if(shouldClear)
 			{
-			ObjMethod method = (ObjMethod) METHOD.deref();
-			method.emitClearLocals(gen);
+                            gen.visitInsn(Opcodes.ACONST_NULL);
+                            gen.visitVarInsn(Opcodes.ASTORE, 0);
 			}
The problem with this approach (clear this on tail call) is that it adds yet another special case. To me the complexity stem from having to keep this around even if the user code doesn't refer to it.
Hide
Ghadi Shayban added a comment -

Thank you - I failed to mention this in the commit message: it appears that emitClearLocals() belonging to both ObjMethod and FnMethod (its child) are empty no-ops. I believe the actual local clearing is on line 4855.

I agree re: another special case in the compiler.

Show
Ghadi Shayban added a comment - Thank you - I failed to mention this in the commit message: it appears that emitClearLocals() belonging to both ObjMethod and FnMethod (its child) are empty no-ops. I believe the actual local clearing is on line 4855. I agree re: another special case in the compiler.
Hide
Alex Miller added a comment -

Ghadi re 1.6 - this ticket was never in the 1.6 list, it has not yet been vetted by Rich but is ready to do so when we open up again after 1.6.

Show
Alex Miller added a comment - Ghadi re 1.6 - this ticket was never in the 1.6 list, it has not yet been vetted by Rich but is ready to do so when we open up again after 1.6.
Hide
Ghadi Shayban added a comment -

Sorry I confused the critical list with the Rel1.6 list.

Show
Ghadi Shayban added a comment - Sorry I confused the critical list with the Rel1.6 list.
Hide
Ghadi Shayban added a comment - - edited

New patch 20131214 that handles all tail invoke sites (InvokeExpr + StaticMethodExpr + InstanceMethodExpr). 'StaticInvokeExpr' seems like an old remnant that had no active code path, so that was left as-is.

The approach taken is still the same as the original small patch that addressed only InvokeExpr, except that it is now using a couple small helpers. The commit message has more details.

Also a 'try' block with no catch or finally clause now becomes a BodyExpr. Arguably a user error, historically accepted, and still accepted, but now they are a regular BodyExpr, instead of being wrapped by a the no-op try/catch mechanism. This second commit can be optionally discarded.

With this patch on my machine (4/8 core/thread Ivy Bridge) running on bare clojure.main:
Christophe's test cases both run i 3060ms on a artificially constrained 100M max heap, indicating a dominant GC overhead. (But they now both work!)

When max heap is at a comfortable 2G the reducers version outpaces the lazyseq at 2100ms vs 2600ms!

Show
Ghadi Shayban added a comment - - edited New patch 20131214 that handles all tail invoke sites (InvokeExpr + StaticMethodExpr + InstanceMethodExpr). 'StaticInvokeExpr' seems like an old remnant that had no active code path, so that was left as-is. The approach taken is still the same as the original small patch that addressed only InvokeExpr, except that it is now using a couple small helpers. The commit message has more details. Also a 'try' block with no catch or finally clause now becomes a BodyExpr. Arguably a user error, historically accepted, and still accepted, but now they are a regular BodyExpr, instead of being wrapped by a the no-op try/catch mechanism. This second commit can be optionally discarded. With this patch on my machine (4/8 core/thread Ivy Bridge) running on bare clojure.main: Christophe's test cases both run i 3060ms on a artificially constrained 100M max heap, indicating a dominant GC overhead. (But they now both work!) When max heap is at a comfortable 2G the reducers version outpaces the lazyseq at 2100ms vs 2600ms!
Hide
Ghadi Shayban added a comment -

Updating stale patch after latest changes to master. Latest is CLJ-1250-AllInvokeSites-20140113

Show
Ghadi Shayban added a comment - Updating stale patch after latest changes to master. Latest is CLJ-1250-AllInvokeSites-20140113
Hide
Ghadi Shayban added a comment -

Updating patch after murmur changes

Show
Ghadi Shayban added a comment - Updating patch after murmur changes
Hide
Tassilo Horn added a comment -

Ghadi, I suffer from the problem of this issue. Therefore, I've applied your patch CLJ-1250-AllInvokeSites-20140204.patch to the current git master. However, then I get lots of "java.lang.NoSuchFieldError: array" errors when the clojure tests are run:

     [java] clojure.test-clojure.clojure-set
     [java] 
     [java] java.lang.NoSuchFieldError: array
     [java] 	at clojure.core.protocols$fn__6026.invoke(protocols.clj:123)
     [java] 	at clojure.core.protocols$fn__5994$G__5989__6003.invoke(protocols.clj:19)
     [java] 	at clojure.core.protocols$fn__6023.invoke(protocols.clj:147)
     [java] 	at clojure.core.protocols$fn__5994$G__5989__6003.invoke(protocols.clj:19)
     [java] 	at clojure.core.protocols$seq_reduce.invoke(protocols.clj:31)
     [java] 	at clojure.core.protocols$fn__6017.invoke(protocols.clj:48)
     [java] 	at clojure.core.protocols$fn__5968$G__5963__5981.invoke(protocols.clj:13)
     [java] 	at clojure.core$reduce.invoke(core.clj:6213)
     [java] 	at clojure.set$difference.doInvoke(set.clj:61)
     [java] 	at clojure.lang.RestFn.invoke(RestFn.java:442)
     [java] 	at clojure.test_clojure.clojure_set$fn__1050$fn__1083.invoke(clojure_set.clj:109)
     [java] 	at clojure.test_clojure.clojure_set$fn__1050.invoke(clojure_set.clj:109)
     [java] 	at clojure.test$test_var$fn__7123.invoke(test.clj:704)
     [java] 	at clojure.test$test_var.invoke(test.clj:704)
     [java] 	at clojure.test$test_vars$fn__7145$fn__7150.invoke(test.clj:721)
     [java] 	at clojure.test$default_fixture.invoke(test.clj:674)
     [java] 	at clojure.test$test_vars$fn__7145.invoke(test.clj:721)
     [java] 	at clojure.test$default_fixture.invoke(test.clj:674)
     [java] 	at clojure.test$test_vars.invoke(test.clj:718)
     [java] 	at clojure.test$test_all_vars.invoke(test.clj:727)
     [java] 	at clojure.test$test_ns.invoke(test.clj:746)
     [java] 	at clojure.core$map$fn__2665.invoke(core.clj:2515)
     [java] 	at clojure.lang.LazySeq.sval(LazySeq.java:40)
     [java] 	at clojure.lang.LazySeq.seq(LazySeq.java:49)
     [java] 	at clojure.lang.Cons.next(Cons.java:39)
     [java] 	at clojure.lang.RT.boundedLength(RT.java:1655)
     [java] 	at clojure.lang.RestFn.applyTo(RestFn.java:130)
     [java] 	at clojure.core$apply.invoke(core.clj:619)
     [java] 	at clojure.test$run_tests.doInvoke(test.clj:761)
     [java] 	at clojure.lang.RestFn.applyTo(RestFn.java:137)
     [java] 	at clojure.core$apply.invoke(core.clj:617)
     [java] 	at clojure.test.generative.runner$run_all_tests$fn__527.invoke(runner.clj:255)
     [java] 	at clojure.test.generative.runner$run_all_tests$run_with_counts__519$fn__523.invoke(runner.clj:251)
     [java] 	at clojure.test.generative.runner$run_all_tests$run_with_counts__519.invoke(runner.clj:251)
     [java] 	at clojure.test.generative.runner$run_all_tests.invoke(runner.clj:253)
     [java] 	at clojure.test.generative.runner$test_dirs.doInvoke(runner.clj:304)
     [java] 	at clojure.lang.RestFn.applyTo(RestFn.java:137)
     [java] 	at clojure.core$apply.invoke(core.clj:617)
     [java] 	at clojure.test.generative.runner$_main.doInvoke(runner.clj:312)
     [java] 	at clojure.lang.RestFn.invoke(RestFn.java:408)
     [java] 	at user$eval564.invoke(run_tests.clj:3)
     [java] 	at clojure.lang.Compiler.eval(Compiler.java:6657)
     [java] 	at clojure.lang.Compiler.load(Compiler.java:7084)
     [java] 	at clojure.lang.Compiler.loadFile(Compiler.java:7040)
     [java] 	at clojure.main$load_script.invoke(main.clj:274)
     [java] 	at clojure.main$script_opt.invoke(main.clj:336)
     [java] 	at clojure.main$main.doInvoke(main.clj:420)
     [java] 	at clojure.lang.RestFn.invoke(RestFn.java:408)
     [java] 	at clojure.lang.Var.invoke(Var.java:379)
     [java] 	at clojure.lang.AFn.applyToHelper(AFn.java:154)
     [java] 	at clojure.lang.Var.applyTo(Var.java:700)
     [java] 	at clojure.main.main(main.java:37)
Show
Tassilo Horn added a comment - Ghadi, I suffer from the problem of this issue. Therefore, I've applied your patch CLJ-1250-AllInvokeSites-20140204.patch to the current git master. However, then I get lots of "java.lang.NoSuchFieldError: array" errors when the clojure tests are run:
     [java] clojure.test-clojure.clojure-set
     [java] 
     [java] java.lang.NoSuchFieldError: array
     [java] 	at clojure.core.protocols$fn__6026.invoke(protocols.clj:123)
     [java] 	at clojure.core.protocols$fn__5994$G__5989__6003.invoke(protocols.clj:19)
     [java] 	at clojure.core.protocols$fn__6023.invoke(protocols.clj:147)
     [java] 	at clojure.core.protocols$fn__5994$G__5989__6003.invoke(protocols.clj:19)
     [java] 	at clojure.core.protocols$seq_reduce.invoke(protocols.clj:31)
     [java] 	at clojure.core.protocols$fn__6017.invoke(protocols.clj:48)
     [java] 	at clojure.core.protocols$fn__5968$G__5963__5981.invoke(protocols.clj:13)
     [java] 	at clojure.core$reduce.invoke(core.clj:6213)
     [java] 	at clojure.set$difference.doInvoke(set.clj:61)
     [java] 	at clojure.lang.RestFn.invoke(RestFn.java:442)
     [java] 	at clojure.test_clojure.clojure_set$fn__1050$fn__1083.invoke(clojure_set.clj:109)
     [java] 	at clojure.test_clojure.clojure_set$fn__1050.invoke(clojure_set.clj:109)
     [java] 	at clojure.test$test_var$fn__7123.invoke(test.clj:704)
     [java] 	at clojure.test$test_var.invoke(test.clj:704)
     [java] 	at clojure.test$test_vars$fn__7145$fn__7150.invoke(test.clj:721)
     [java] 	at clojure.test$default_fixture.invoke(test.clj:674)
     [java] 	at clojure.test$test_vars$fn__7145.invoke(test.clj:721)
     [java] 	at clojure.test$default_fixture.invoke(test.clj:674)
     [java] 	at clojure.test$test_vars.invoke(test.clj:718)
     [java] 	at clojure.test$test_all_vars.invoke(test.clj:727)
     [java] 	at clojure.test$test_ns.invoke(test.clj:746)
     [java] 	at clojure.core$map$fn__2665.invoke(core.clj:2515)
     [java] 	at clojure.lang.LazySeq.sval(LazySeq.java:40)
     [java] 	at clojure.lang.LazySeq.seq(LazySeq.java:49)
     [java] 	at clojure.lang.Cons.next(Cons.java:39)
     [java] 	at clojure.lang.RT.boundedLength(RT.java:1655)
     [java] 	at clojure.lang.RestFn.applyTo(RestFn.java:130)
     [java] 	at clojure.core$apply.invoke(core.clj:619)
     [java] 	at clojure.test$run_tests.doInvoke(test.clj:761)
     [java] 	at clojure.lang.RestFn.applyTo(RestFn.java:137)
     [java] 	at clojure.core$apply.invoke(core.clj:617)
     [java] 	at clojure.test.generative.runner$run_all_tests$fn__527.invoke(runner.clj:255)
     [java] 	at clojure.test.generative.runner$run_all_tests$run_with_counts__519$fn__523.invoke(runner.clj:251)
     [java] 	at clojure.test.generative.runner$run_all_tests$run_with_counts__519.invoke(runner.clj:251)
     [java] 	at clojure.test.generative.runner$run_all_tests.invoke(runner.clj:253)
     [java] 	at clojure.test.generative.runner$test_dirs.doInvoke(runner.clj:304)
     [java] 	at clojure.lang.RestFn.applyTo(RestFn.java:137)
     [java] 	at clojure.core$apply.invoke(core.clj:617)
     [java] 	at clojure.test.generative.runner$_main.doInvoke(runner.clj:312)
     [java] 	at clojure.lang.RestFn.invoke(RestFn.java:408)
     [java] 	at user$eval564.invoke(run_tests.clj:3)
     [java] 	at clojure.lang.Compiler.eval(Compiler.java:6657)
     [java] 	at clojure.lang.Compiler.load(Compiler.java:7084)
     [java] 	at clojure.lang.Compiler.loadFile(Compiler.java:7040)
     [java] 	at clojure.main$load_script.invoke(main.clj:274)
     [java] 	at clojure.main$script_opt.invoke(main.clj:336)
     [java] 	at clojure.main$main.doInvoke(main.clj:420)
     [java] 	at clojure.lang.RestFn.invoke(RestFn.java:408)
     [java] 	at clojure.lang.Var.invoke(Var.java:379)
     [java] 	at clojure.lang.AFn.applyToHelper(AFn.java:154)
     [java] 	at clojure.lang.Var.applyTo(Var.java:700)
     [java] 	at clojure.main.main(main.java:37)
Hide
Ghadi Shayban added a comment -

Can you give some details about your JVM/environment that can help reproduce? I'm not encountering this error.

Show
Ghadi Shayban added a comment - Can you give some details about your JVM/environment that can help reproduce? I'm not encountering this error.
Hide
Tassilo Horn added a comment -

Sure. It's a 64bit ThinkPad running GNU/Linux.

% java -version
java version "1.7.0_51"
OpenJDK Runtime Environment (IcedTea 2.4.5) (ArchLinux build 7.u51_2.4.5-1-x86_64)
OpenJDK 64-Bit Server VM (build 24.51-b03, mixed mode)
Show
Tassilo Horn added a comment - Sure. It's a 64bit ThinkPad running GNU/Linux.
% java -version
java version "1.7.0_51"
OpenJDK Runtime Environment (IcedTea 2.4.5) (ArchLinux build 7.u51_2.4.5-1-x86_64)
OpenJDK 64-Bit Server VM (build 24.51-b03, mixed mode)
Hide
Ghadi Shayban added a comment -

Strange, that is exactly my mail env, OpenJDK7 on Arch, 64-bit. I have also tested on JDK 6/7/8 on OSX mavericks. Are you certain that the git tree is clean besides the patch? (Arch users unite!)

Show
Ghadi Shayban added a comment - Strange, that is exactly my mail env, OpenJDK7 on Arch, 64-bit. I have also tested on JDK 6/7/8 on OSX mavericks. Are you certain that the git tree is clean besides the patch? (Arch users unite!)
Hide
Tassilo Horn added a comment -

Yes, the tree is clean. But now I see that I get the same error also after resetting to origin/master, so it's not caused by your patch at all. Oh, now the error vanished after doing a `mvn clean`! So problem solved.

Show
Tassilo Horn added a comment - Yes, the tree is clean. But now I see that I get the same error also after resetting to origin/master, so it's not caused by your patch at all. Oh, now the error vanished after doing a `mvn clean`! So problem solved.
Hide
Nicola Mometto added a comment -

Ghandi, FnExpr.parse should bind IN_TRY_BLOCK to false before analyzing the fn body, consider the case

(try (do something (fn a [] (heap-consuming-op a))) (catch Exception e ..))

Here in the a function the this local will never be cleared even though it's perfectly safe to.
Admittedly this is an edge case but we should cover this possibility too.

Show
Nicola Mometto added a comment - Ghandi, FnExpr.parse should bind IN_TRY_BLOCK to false before analyzing the fn body, consider the case
(try (do something (fn a [] (heap-consuming-op a))) (catch Exception e ..))
Here in the a function the this local will never be cleared even though it's perfectly safe to. Admittedly this is an edge case but we should cover this possibility too.
Hide
Ghadi Shayban added a comment -

You may have auto-corrected my name to Ghandi instead of Ghadi. I wish I were that wise =)

I will update the patch for FnExpr (that seems reasonable), but maybe after 1.6 winds down and the next batch of tickets get scrutiny. It would be nice to get input on a preferred approach from Rich or core after it gets vetted – or quite possibly not vetted.

Show
Ghadi Shayban added a comment - You may have auto-corrected my name to Ghandi instead of Ghadi. I wish I were that wise =) I will update the patch for FnExpr (that seems reasonable), but maybe after 1.6 winds down and the next batch of tickets get scrutiny. It would be nice to get input on a preferred approach from Rich or core after it gets vetted – or quite possibly not vetted.
Hide
Nicola Mometto added a comment -

hah, sorry for the typo on the name

Seems reasonable to me, in the meantime I just pushed to tools.analyzer/tools.emitter complete support for "this" clearing, I'll test this a bit in the next few days to make sure it doesn't cause unexpected problems.

Show
Nicola Mometto added a comment - hah, sorry for the typo on the name Seems reasonable to me, in the meantime I just pushed to tools.analyzer/tools.emitter complete support for "this" clearing, I'll test this a bit in the next few days to make sure it doesn't cause unexpected problems.
Hide
Andy Fingerhut added a comment -

Patch CLJ-1250-AllInvokeSites-20140204.patch no longer applies cleanly to latest master as of Feb 23, 2014. It did on Feb 14, 2014. Most likely some of its context lines are changed by the commit to Clojure master on Feb 23, 2014 – I haven't checked in detail.

Show
Andy Fingerhut added a comment - Patch CLJ-1250-AllInvokeSites-20140204.patch no longer applies cleanly to latest master as of Feb 23, 2014. It did on Feb 14, 2014. Most likely some of its context lines are changed by the commit to Clojure master on Feb 23, 2014 – I haven't checked in detail.
Hide
Ghadi Shayban added a comment -

Added a patch that 1) applies cleanly, 2) binds the IN_TRY_EXPR to false initially when analyzing FnExpr and 3) uses RT.booleanCast

Show
Ghadi Shayban added a comment - Added a patch that 1) applies cleanly, 2) binds the IN_TRY_EXPR to false initially when analyzing FnExpr and 3) uses RT.booleanCast

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  • Created:
    Updated: