From e347862e0fa4e616f3c22e357012ce95797bddea Mon Sep 17 00:00:00 2001 From: xubowen Date: Fri, 23 Sep 2022 11:52:45 -0400 Subject: [PATCH] modify --- .gitignore | 2 +- .vscode/launch.json | 4 +- Tests/examples/multi_steps/nal1.multistep.nal | 8 + .../multi_steps/nal3.subtermMapping1.nal | 15 + .../multi_steps/nal4.everyday_reasoning.nal | 10 + Tests/examples/multi_steps/nal4.recursion.nal | 12 + .../multi_steps/nal4.recursion.small.2.nal | 10 + .../multi_steps/nal4.recursion.small.nal | 9 + Tests/examples/multi_steps/nal6.mln1.nal | 28 + .../multi_steps/nal7.implSeqABCsimple.nal | 8 + Tests/examples/multi_steps/nal7.predEquiv.nal | 7 + Tests/examples/multi_steps/nal7.seq3.nal | 7 + .../nars_memorize_precondition.nal | 6 + .../nars_memorize_precondition2_parallel.nal | 7 + ...nars_memorize_precondition2_sequential.nal | 8 + .../nars_memorize_precondition_sequence.nal | 8 + .../nars_memorize_precondition_var1.nal | 6 + .../nars_memorize_precondition_var2.nal | 6 + .../nars_memorize_precondition_var3.nal | 6 + .../examples/multi_steps/nars_multistep_1.nal | 20 + .../examples/multi_steps/nars_multistep_2.nal | 13 + .../examples/multi_steps/nars_multistep_3.nal | 20 + Tests/examples/multi_steps/nars_seqABC.nal | 14 + .../multi_steps/nars_transitivity.nal | 8 + .../examples/multi_steps/stresstest_bird1.nal | 33 + Tests/examples/single_step/nal3/nal3.11.nal | 2 +- Tests/examples/single_step/nal3/nal3.12.nal | 2 +- Tests/examples/single_step/nal3/nal3.8.nal | 2 +- Tests/examples/single_step/nal3/nal3.9.nal | 2 +- Tests/examples/single_step/nal4/nal4.0.nal | 2 +- Tests/examples/single_step/nal4/nal4.3.nal | 2 +- Tests/examples/single_step/nal4/nal4.4.nal | 2 +- Tests/examples/single_step/nal5/nal5.11.nal | 2 +- Tests/examples/single_step/nal5/nal5.17.nal | 2 +- Tests/examples/single_step/nal5/nal5.25.nal | 2 +- Tests/examples/single_step/nal5/nal5.9.nal | 2 +- Tests/examples/single_step/nal6/nal6.1.nal | 2 +- Tests/examples/single_step/nal6/nal6.12.nal | 1 - Tests/examples/single_step/nal8/nal8.1.3.nal | 6 +- .../single_step/nal8/nal8.1.4.var.nal | 12 + Tests/examples/single_step/nal8/nal8.1.5.nal | 2 +- .../single_step/nal8/nal8.1.5.var.nal | 12 + Tests/test_Compound.py | 4 +- Tests/test_Concept.py | 2 +- Tests/test_Examples.py | 48 +- Tests/test_NAL/test_NAL5.py | 29 + Tests/test_NAL/test_NAL6.py | 201 +- Tests/test_NAL/test_NAL8.py | 525 +- Tests/test_Pong.py | 85 + Tests/test_RuleMap/_trash/test_RuleLUT.py | 2 +- Tests/test_RuleMap/test_sparse_lut.py | 6 +- Tests/test_single_step.py | 0 Tests/utils_for_test.py | 4 +- pynars/Console.py | 76 +- pynars/NAL/Functions/BudgetFunctions.py | 5 +- .../NAL/Functions/ExtendedBooleanFunctions.py | 7 +- pynars/NAL/Inference/CompositionalRules.py | 38 +- .../Inference/ConditionalSyllogisticRules.py | 6 +- pynars/NAL/Inference/LocalRules.py | 20 +- pynars/NAL/Inference/SyllogisticRules.py | 8 +- pynars/NAL/Inference/TemporalRules.py | 114 +- pynars/NAL/Inference/__init__.py | 7 +- .../VariableSubstitution/Unification.py | 4 +- pynars/NAL/Theorems/StructuralRules.py | 11 +- pynars/NAL/Theorems/TransformRules.py | 3 +- pynars/NARS/Control/Reasoner.py | 62 +- pynars/NARS/DataStructures/_py/Bag.py | 8 +- pynars/NARS/DataStructures/_py/Channel.py | 9 +- pynars/NARS/DataStructures/_py/Concept.py | 4 +- pynars/NARS/DataStructures/_py/Memory.py | 3 +- pynars/NARS/DataStructures/_py/Table.py | 3 + .../GeneralEngine/GeneralEngine.py | 67 +- .../GeneralEngine/Rules/NAL1.py | 2 +- .../GeneralEngine/Rules/NAL2.py | 2 +- .../GeneralEngine/Rules/NAL3.py | 2 +- .../GeneralEngine/Rules/NAL4.py | 2 +- .../GeneralEngine/Rules/NAL5.py | 37 +- .../GeneralEngine/Rules/NAL6.py | 2 +- .../GeneralEngine/Rules/NAL7.py | 6 +- .../GeneralEngine/Rules/NAL8.py | 129 +- .../GeneralEngine/Rules/NAL9.py | 4 +- .../GeneralEngine/extract_feature.py | 7 +- .../TemporalEngine/Rules/NAL7.py | 2 +- pynars/NARS/Operation/Execution.py | 46 + pynars/NARS/Operation/Interface_Awareness.py | 40 + pynars/NARS/Operation/Interface_Execution.py | 46 + pynars/NARS/Operation/Register.py | 9 + pynars/NARS/Operation/__init__.py | 4 + .../Interface/Interface_TemporalRules.py | 25 + pynars/NARS/RuleMap/RuleMap.py | 23 +- pynars/NARS/RuleMap/add_rule.py | 2 +- pynars/Narsese/_py/Copula.py | 14 +- pynars/Narsese/_py/Operation.py | 2 +- pynars/Narsese/_py/Tense.py | 2 +- pynars/Narsese/_py/Term.py | 2 +- pynars/Narsese/_py/Variable.py | 2 +- pynars/RL/Pong/main.py | 141 +- pynars/RL/Pong/main2.py | 200 + pynars/RL/Pong/pong.nal | 5 + pynars/RL/Pong/pong2.nal | 15 + pynars/utils/SparseLUT/temp/branch_list.c | 21484 ++++++++++++++++ pynars/utils/SparseLUT/temp/branch_list.html | 9989 +++++++ pynars/utils/SparseLUT/temp/branch_list.py | 451 + pynars/utils/SparseLUT/temp/setup.py | 16 + pynars/utils/SparseLUT/temp/sparse_lut.c | 9109 +++++++ pynars/utils/SparseLUT/temp/sparse_lut.html | 3148 +++ pynars/utils/SparseLUT/temp/sparse_lut.py | 101 + requirements.txt | 1 + setup.py | 2 +- 109 files changed, 46391 insertions(+), 376 deletions(-) create mode 100644 Tests/examples/multi_steps/nal1.multistep.nal create mode 100644 Tests/examples/multi_steps/nal3.subtermMapping1.nal create mode 100644 Tests/examples/multi_steps/nal4.everyday_reasoning.nal create mode 100644 Tests/examples/multi_steps/nal4.recursion.nal create mode 100644 Tests/examples/multi_steps/nal4.recursion.small.2.nal create mode 100644 Tests/examples/multi_steps/nal4.recursion.small.nal create mode 100644 Tests/examples/multi_steps/nal6.mln1.nal create mode 100644 Tests/examples/multi_steps/nal7.implSeqABCsimple.nal create mode 100644 Tests/examples/multi_steps/nal7.predEquiv.nal create mode 100644 Tests/examples/multi_steps/nal7.seq3.nal create mode 100644 Tests/examples/multi_steps/nars_memorize_precondition.nal create mode 100644 Tests/examples/multi_steps/nars_memorize_precondition2_parallel.nal create mode 100644 Tests/examples/multi_steps/nars_memorize_precondition2_sequential.nal create mode 100644 Tests/examples/multi_steps/nars_memorize_precondition_sequence.nal create mode 100644 Tests/examples/multi_steps/nars_memorize_precondition_var1.nal create mode 100644 Tests/examples/multi_steps/nars_memorize_precondition_var2.nal create mode 100644 Tests/examples/multi_steps/nars_memorize_precondition_var3.nal create mode 100644 Tests/examples/multi_steps/nars_multistep_1.nal create mode 100644 Tests/examples/multi_steps/nars_multistep_2.nal create mode 100644 Tests/examples/multi_steps/nars_multistep_3.nal create mode 100644 Tests/examples/multi_steps/nars_seqABC.nal create mode 100644 Tests/examples/multi_steps/nars_transitivity.nal create mode 100644 Tests/examples/multi_steps/stresstest_bird1.nal create mode 100644 Tests/examples/single_step/nal8/nal8.1.4.var.nal create mode 100644 Tests/examples/single_step/nal8/nal8.1.5.var.nal create mode 100644 Tests/test_Pong.py create mode 100644 Tests/test_single_step.py create mode 100644 pynars/NARS/Operation/Execution.py create mode 100644 pynars/NARS/Operation/Interface_Awareness.py create mode 100644 pynars/NARS/Operation/Interface_Execution.py create mode 100644 pynars/NARS/Operation/Register.py create mode 100644 pynars/NARS/Operation/__init__.py create mode 100644 pynars/RL/Pong/main2.py create mode 100644 pynars/RL/Pong/pong.nal create mode 100644 pynars/RL/Pong/pong2.nal create mode 100644 pynars/utils/SparseLUT/temp/branch_list.c create mode 100644 pynars/utils/SparseLUT/temp/branch_list.html create mode 100644 pynars/utils/SparseLUT/temp/branch_list.py create mode 100644 pynars/utils/SparseLUT/temp/setup.py create mode 100644 pynars/utils/SparseLUT/temp/sparse_lut.c create mode 100644 pynars/utils/SparseLUT/temp/sparse_lut.html create mode 100644 pynars/utils/SparseLUT/temp/sparse_lut.py diff --git a/.gitignore b/.gitignore index b915704..e709cd0 100644 --- a/.gitignore +++ b/.gitignore @@ -5,7 +5,7 @@ __pycache__/ Tests/*.png *.pkl !pynars/utils/SparseLUT/*.pyd -temp/ + # C extensions *.so diff --git a/.vscode/launch.json b/.vscode/launch.json index aa0a219..7be023b 100644 --- a/.vscode/launch.json +++ b/.vscode/launch.json @@ -8,7 +8,7 @@ "name": "Python: Pong", "type": "python", "request": "launch", - "module": "RL.Pong.main" + "module": "pynars.RL.Pong.main" }, { "name": "Python: test_nal9", @@ -197,7 +197,7 @@ "module": "pynars.Console", "console": "integratedTerminal", "args": [ - "Tests/examples/single_step/nal7/nal7.revrev.nal" + // "Tests/examples/single_step/nal7/nal7.revrev.nal" // "Tests/examples/single_step/nal5.query.nal" ] }, diff --git a/Tests/examples/multi_steps/nal1.multistep.nal b/Tests/examples/multi_steps/nal1.multistep.nal new file mode 100644 index 0000000..fad27de --- /dev/null +++ b/Tests/examples/multi_steps/nal1.multistep.nal @@ -0,0 +1,8 @@ + b>. %1.00;0.90% + c>. %1.00;0.90% + d>. %1.00;0.90% + d>? + +11000 + +''outputMustContain(' d>. %1.00;0.73%') diff --git a/Tests/examples/multi_steps/nal3.subtermMapping1.nal b/Tests/examples/multi_steps/nal3.subtermMapping1.nal new file mode 100644 index 0000000..f45bced --- /dev/null +++ b/Tests/examples/multi_steps/nal3.subtermMapping1.nal @@ -0,0 +1,15 @@ +' from https://code.google.com/archive/p/open-nars/issues/47 +<{t1,{t2,{t3}}} --> [p1,[p2,[p3]]]>. %1.00;0.90% + t3>. %1.00;0.90% + +<{t1,{t2,{c}}} --> [p1,[p2,[p3]]]>? +500 + +' |- + +' answer provided by OpenNARS 3.0.2 and 3.0.3 +''outputMustContain('<{t1,{t2,{c}}} --> [[[p3],p2],p1]>. %1.00;0.59%') + +' right answer should be +'''outputMustContain('<{t1,{t2,{c}}} --> [[[p3],p2],p1]>. %1.00;0.81%') +' because it can use conj diff --git a/Tests/examples/multi_steps/nal4.everyday_reasoning.nal b/Tests/examples/multi_steps/nal4.everyday_reasoning.nal new file mode 100644 index 0000000..c5f9c4a --- /dev/null +++ b/Tests/examples/multi_steps/nal4.everyday_reasoning.nal @@ -0,0 +1,10 @@ +//tom is a cat +<{tom} --> cat>. +//tom likes the sky +<(*,{tom},{sky}) --> likes>. +//the sky is blue +<{sky} --> [blue]>. +//cats like blue? +<(*,cat,[blue]) --> likes>? +10000 +''outputMustContain('<(*,cat,[blue]) --> likes>. %1.00;0.37%') \ No newline at end of file diff --git a/Tests/examples/multi_steps/nal4.recursion.nal b/Tests/examples/multi_steps/nal4.recursion.nal new file mode 100644 index 0000000..fa9ac3d --- /dev/null +++ b/Tests/examples/multi_steps/nal4.recursion.nal @@ -0,0 +1,12 @@ +'*silence=80 + +<0 --> num>. %1.00;0.90% +<<$1 --> num> ==> <(*,$1) --> num>>. %1.00;0.90% +<(*,(*,(*,(*,(*,0))))) --> num>? + +50000 + +''outputMustContain('') +//''outputMustContain('<(*,(*,(*,(*,(*,0))))) --> num>.') +''//outputMustContain('<(*,(*,(*,(*,(*,0))))) --> num>. %1.00') +''//outputMustContain('<(*,(*,(*,(*,(*,0))))) --> num>. %1.00;0.53%') diff --git a/Tests/examples/multi_steps/nal4.recursion.small.2.nal b/Tests/examples/multi_steps/nal4.recursion.small.2.nal new file mode 100644 index 0000000..f436dd2 --- /dev/null +++ b/Tests/examples/multi_steps/nal4.recursion.small.2.nal @@ -0,0 +1,10 @@ +<<$1 --> number> ==> <(/,successor,$1,_) --> number>>. +<0 --> number>. +<(/,successor,(/,successor,0,_),_) --> number>? + +20000 + +''outputMustContain('<(/,successor,0,_) --> number>.') +//''outputMustContain('<(/,successor,(/,successor,0,_),_) --> number>.') +//''outputMustContain('<(/,successor,(/,successor,0,_),_) --> number>. %1.00;0.73%') + diff --git a/Tests/examples/multi_steps/nal4.recursion.small.nal b/Tests/examples/multi_steps/nal4.recursion.small.nal new file mode 100644 index 0000000..fd3bbaf --- /dev/null +++ b/Tests/examples/multi_steps/nal4.recursion.small.nal @@ -0,0 +1,9 @@ +<0 --> num>. %1.00;0.90% + +<<$1 --> num> ==> <(*,$1) --> num>>. %1.00;0.90% + +<(*,(*,(*,0))) --> num>? + +50000 + +''outputMustContain('<(*,(*,(*,0))) --> num>. %1.00;0.66%') diff --git a/Tests/examples/multi_steps/nal6.mln1.nal b/Tests/examples/multi_steps/nal6.mln1.nal new file mode 100644 index 0000000..47ba1c0 --- /dev/null +++ b/Tests/examples/multi_steps/nal6.mln1.nal @@ -0,0 +1,28 @@ +' MLN example by patrick + +' Facts: +<(*,{Anna},{Bob}) --> Friends>. %1.00;0.99% +<(*,{Anna},{Edward}) --> Friends>. %1.00;0.99% +<(*,{Anna},{Frank}) --> Friends>. %1.00;0.99% +<(*,{Edward},{Frank}) --> Friends>. %1.00;0.99% +<(*,{Gary},{Helen}) --> Friends>. %1.00;0.99% +(--,<(*,{Gary},{Frank}) --> Friends>). %1.00;0.99% +<{Anna} --> [Drinks]>. %1.00;0.99% +<{Edward} --> [Smokes]>. %1.00;0.99% + +' Rule0: +' p=0.8, Drinks(x) => Cancer(x) +<<$1 --> [Drinks]> ==> <$1 --> [Cancer]>>. %0.8;0.9% + +' Rule1: +' p=0.8, Smokes(x) => Cancer(x) +<<$1 --> [Smokes]> ==> <$1 --> [Cancer]>>. %0.8;0.9% + +' Rule2: +' p=0.6 Friends(x, y) => (Smokes(x) <=> Smokes(y)) +<<(*,$1,$2) --> Friends> ==> (||, (&&,<$1 --> [Smokes]>,<$2 --> [Smokes]>), (&&,(--,<$1 --> [Smokes]>),(--,<$2 --> [Smokes]>)))>. %0.6;0.9% + + [Cancer]>? +1000 + +''outputMustContain('<{Edward} --> [Cancer]>. %0.80;0.71%') diff --git a/Tests/examples/multi_steps/nal7.implSeqABCsimple.nal b/Tests/examples/multi_steps/nal7.implSeqABCsimple.nal new file mode 100644 index 0000000..2ee7ff8 --- /dev/null +++ b/Tests/examples/multi_steps/nal7.implSeqABCsimple.nal @@ -0,0 +1,8 @@ +' unittset seq + A>. :|: %1.00;0.90% +8 + B>. :|: %1.00;0.90% +8 + C>. :|: %1.00;0.90% +100 +''outputMustContain('<(&/, A>,+8, B>,+8) =/> C>>. :!16: %1.00;0.42%') diff --git a/Tests/examples/multi_steps/nal7.predEquiv.nal b/Tests/examples/multi_steps/nal7.predEquiv.nal new file mode 100644 index 0000000..28b6e7e --- /dev/null +++ b/Tests/examples/multi_steps/nal7.predEquiv.nal @@ -0,0 +1,7 @@ + A>. :|: %1.00;0.90% +8 + B>. :|: %1.00;0.90% +8 + C>. :|: %1.00;0.90% +100 +''outputMustContain('<(&/, A>,+8, B>,+8) C>>. :!16: %1.00;0.42%') diff --git a/Tests/examples/multi_steps/nal7.seq3.nal b/Tests/examples/multi_steps/nal7.seq3.nal new file mode 100644 index 0000000..6f63082 --- /dev/null +++ b/Tests/examples/multi_steps/nal7.seq3.nal @@ -0,0 +1,7 @@ + A>. :|: %1.00;0.90% +8 + B>. :|: %1.00;0.90% +8 + C>. :|: %1.00;0.90% +100 +''outputMustContain('(&/, A>,+8, B>,+8, C>). :!16: %1.00;0.73%') diff --git a/Tests/examples/multi_steps/nars_memorize_precondition.nal b/Tests/examples/multi_steps/nars_memorize_precondition.nal new file mode 100644 index 0000000..7452858 --- /dev/null +++ b/Tests/examples/multi_steps/nars_memorize_precondition.nal @@ -0,0 +1,6 @@ +<(&/, A>,+10,(^pick,{SELF},a),+10) =/> B>>. +100 + A>. :|: +10 + B>! +''outputMustContain('(^pick,{SELF},a). :!110: %1.00;0.90%') diff --git a/Tests/examples/multi_steps/nars_memorize_precondition2_parallel.nal b/Tests/examples/multi_steps/nars_memorize_precondition2_parallel.nal new file mode 100644 index 0000000..7cb1ced --- /dev/null +++ b/Tests/examples/multi_steps/nars_memorize_precondition2_parallel.nal @@ -0,0 +1,7 @@ +<(&/,(&|, #A>, #A>),+10,(^pick,{SELF},a),+10) =/> B>>. +100 + A>. :|: + A>. :|: +10 + B>! +''outputMustContain('(^pick,{SELF},a). :!110: %1.00;0.90%') diff --git a/Tests/examples/multi_steps/nars_memorize_precondition2_sequential.nal b/Tests/examples/multi_steps/nars_memorize_precondition2_sequential.nal new file mode 100644 index 0000000..6116338 --- /dev/null +++ b/Tests/examples/multi_steps/nars_memorize_precondition2_sequential.nal @@ -0,0 +1,8 @@ +<(&/, #A>,+10, #A>,+10,(^pick,{SELF},a),+10) =/> B>>. +100 + A>. :|: +10 + A>. :|: +10 + B>! +''outputMustContain('(^pick,{SELF},a). :!120: %1.00;0.90%') diff --git a/Tests/examples/multi_steps/nars_memorize_precondition_sequence.nal b/Tests/examples/multi_steps/nars_memorize_precondition_sequence.nal new file mode 100644 index 0000000..72c3fd8 --- /dev/null +++ b/Tests/examples/multi_steps/nars_memorize_precondition_sequence.nal @@ -0,0 +1,8 @@ +<(&/, A>,+10, y>,+10,(^pick,{SELF},a),+10) =/> B>>. +100 + A>. :|: +10 + y>. :|: +10 + B>! +''outputMustContain('(^pick,{SELF},a). :!120: %1.00;0.90%') diff --git a/Tests/examples/multi_steps/nars_memorize_precondition_var1.nal b/Tests/examples/multi_steps/nars_memorize_precondition_var1.nal new file mode 100644 index 0000000..5b01a07 --- /dev/null +++ b/Tests/examples/multi_steps/nars_memorize_precondition_var1.nal @@ -0,0 +1,6 @@ +<(&/,<#1 --> A>,+10,(^pick,{SELF},#1),+10) =/> B>>. +100 + A>. :|: +10 + B>! +''outputMustContain('(^pick,{SELF},a). :!110: %1.00;0.90%') diff --git a/Tests/examples/multi_steps/nars_memorize_precondition_var2.nal b/Tests/examples/multi_steps/nars_memorize_precondition_var2.nal new file mode 100644 index 0000000..fe27529 --- /dev/null +++ b/Tests/examples/multi_steps/nars_memorize_precondition_var2.nal @@ -0,0 +1,6 @@ +<(&/, A>,+10,(^pick,{SELF},a),+10) =/> <#1 --> B>>. +100 + A>. :|: +10 + B>! +''outputMustContain('(^pick,{SELF},a). :!110: %1.00;0.90%') diff --git a/Tests/examples/multi_steps/nars_memorize_precondition_var3.nal b/Tests/examples/multi_steps/nars_memorize_precondition_var3.nal new file mode 100644 index 0000000..56d3d09 --- /dev/null +++ b/Tests/examples/multi_steps/nars_memorize_precondition_var3.nal @@ -0,0 +1,6 @@ +<(&/,<$1 --> A>,+10,(^pick,{SELF},$1),+10) =/> <$1 --> B>>. +100 + A>. :|: +10 + B>! +''outputMustContain('(^pick,{SELF},a). :!110: %1.00;0.90%') diff --git a/Tests/examples/multi_steps/nars_multistep_1.nal b/Tests/examples/multi_steps/nars_multistep_1.nal new file mode 100644 index 0000000..22b7c4c --- /dev/null +++ b/Tests/examples/multi_steps/nars_multistep_1.nal @@ -0,0 +1,20 @@ +'****** Mixed inference + bird>. + swimmer>. +50 + swimmer>? +80 + bird>. + swimmer>. +80 + [feathered]>. + [feathered]>. +80 + bird>? +100 + swimmer>? +7000 +''outputMustContain(' swimmer>. %1.00;0.45%') +//''outputMustContain(' swimmer>. %1.00;0.62%') +''outputMustContain(' bird>. %1.00;0.45%') +''outputMustContain(' swimmer>. %1.00;0.28%') diff --git a/Tests/examples/multi_steps/nars_multistep_2.nal b/Tests/examples/multi_steps/nars_multistep_2.nal new file mode 100644 index 0000000..4f013e7 --- /dev/null +++ b/Tests/examples/multi_steps/nars_multistep_2.nal @@ -0,0 +1,13 @@ +// *** Semi-compositionality +<(&,light,[red]) --> traffic_signal>? +5 +<[red] --> traffic_signal>. %0.1% + traffic_signal>. %0.1% +500 +''outputMustContain('<(&,[red],light) --> traffic_signal>. %0.19;0.81%') +1000 +<{light_1} --> (&,light,[red])>. +<{light_1} --> traffic_signal>. +200000 +''outputMustContain('<(&,[red],light) --> traffic_signal>. %0.30;0.83%') + diff --git a/Tests/examples/multi_steps/nars_multistep_3.nal b/Tests/examples/multi_steps/nars_multistep_3.nal new file mode 100644 index 0000000..a6c70f4 --- /dev/null +++ b/Tests/examples/multi_steps/nars_multistep_3.nal @@ -0,0 +1,20 @@ +// *** Fuzzy concepts +<{John} --> (/,taller_than,{Tom},_)>. +<{John} --> boy>. +5 +<{Tom} --> (/,taller_than,_,boy)>? +''outputMustContain(' (/,taller_than,{Tom},_)>. %1.00;0.45%') +6 +<{David} --> boy>. +(--,<{David} --> (/,taller_than,{Tom},_)>). + +1000 + +//''outputMustContain(' (/,taller_than,{Tom},_)>. %0.00;0.40%') + +//''outputMustContain('<{Tom} --> (/,taller_than,_,boy)>. %1.00;0.45%') +1 +<{Karl} --> (/,taller_than,{Tom},_)>. +<{Karl} --> boy>. +500000 +''outputMustContain(' (/,taller_than,{Tom},_)>. %0.67;0.71%') diff --git a/Tests/examples/multi_steps/nars_seqABC.nal b/Tests/examples/multi_steps/nars_seqABC.nal new file mode 100644 index 0000000..a3fc62a --- /dev/null +++ b/Tests/examples/multi_steps/nars_seqABC.nal @@ -0,0 +1,14 @@ + A>. :|: %1.00;0.90% +8 + B>. :|: %1.00;0.90% +8 + C>. :|: %1.00;0.90% +8 + A>. :|: %1.00;0.90% +100 + B>. :|: %1.00;0.90% +20000 + C>>? +''outputMustContain('<(&/, A>,+8, B>,+8) =/> C>>. :!16: %1.00;0.42%') +''outputMustContain('<(&/, B>,+8) =/> C>>. %0.50;0.62%') +''outputMustContain('<(&/, A>,+16) =/> C>>. %0.50;0.62%') diff --git a/Tests/examples/multi_steps/nars_transitivity.nal b/Tests/examples/multi_steps/nars_transitivity.nal new file mode 100644 index 0000000..d3e413e --- /dev/null +++ b/Tests/examples/multi_steps/nars_transitivity.nal @@ -0,0 +1,8 @@ +<(*,a,b) --> like>. %1.00;0.90% +<(*,b,c) --> like>. %1.00;0.90% +<(*,a,c) --> like>. %1.00;0.90% +<<(*,b,$1) --> like> ==> <(*,a,$1) --> like>>? +//<(&&,<(*,#1,$2) --> like>,<(*,$3,#1) --> like>) ==> <(*,$3,$2) --> like>>? +210000 +''outputMustContain('<<(*,b,$1) --> like> ==> <(*,a,$1) --> like>>. %1.00;0.45%') +''outputMustContain('<(&&,<(*,#1,$2) --> like>,<(*,$3,#1) --> like>) ==> <(*,$3,$2) --> like>>. %1.00;0.26%') diff --git a/Tests/examples/multi_steps/stresstest_bird1.nal b/Tests/examples/multi_steps/stresstest_bird1.nal new file mode 100644 index 0000000..cab67b1 --- /dev/null +++ b/Tests/examples/multi_steps/stresstest_bird1.nal @@ -0,0 +1,33 @@ +' stress test +' from https://code.google.com/archive/p/open-nars/issues/1 + +<{b1} --> bird>. +<{b1} --> fly>. +<{b2} --> bird>. +<{b2} --> fly>. +<{b3} --> bird>. +<{b3} --> fly>. +<{b4} --> bird>. +<{b4} --> fly>. +<{b5} --> bird>. +<{b5} --> fly>. +<{b6} --> bird>. +<{b6} --> fly>. +<{b7} --> bird>. +<{b7} --> fly>. +<{b8} --> bird>. +<{b8} --> fly>. +<{b9} --> bird>. +<{b9} --> fly>. +<{bA} --> bird>. +<{bA} --> fly>? + +' expected answers on a good run +' Answer <{bA} --> fly>. %1.00;0.27% {2176 +' Answer <{bA} --> fly>. %1.00;0.40% {6305 +' Answer <{bA} --> fly>. %1.00;0.44% {32125 +' Answer <{bA} --> fly>. %1.00;0.78% {44080 + +' give enough time +60000 +''outputMustContain('<{bA} --> fly>. %1.00;0.77%') diff --git a/Tests/examples/single_step/nal3/nal3.11.nal b/Tests/examples/single_step/nal3/nal3.11.nal index 369afe4..06187d5 100644 --- a/Tests/examples/single_step/nal3/nal3.11.nal +++ b/Tests/examples/single_step/nal3/nal3.11.nal @@ -6,7 +6,7 @@ 'Is being bird what differ swimmer from swan? <(~,swimmer, swan) --> bird>? -60 +100 'What differs swimmer from swan is not being bird. ''outputMustContain('<(~,swimmer,swan) --> bird>. %0.10;0.73%') \ No newline at end of file diff --git a/Tests/examples/single_step/nal3/nal3.12.nal b/Tests/examples/single_step/nal3/nal3.12.nal index ae37cd1..c2fe6c4 100644 --- a/Tests/examples/single_step/nal3/nal3.12.nal +++ b/Tests/examples/single_step/nal3/nal3.12.nal @@ -3,7 +3,7 @@ 'Robin is a type of swimming bird. (&,bird,swimmer)>. %0.90% -1 +2 'Robin is a type of bird. ''outputMustContain(' bird>. %0.90;0.73%') diff --git a/Tests/examples/single_step/nal3/nal3.8.nal b/Tests/examples/single_step/nal3/nal3.8.nal index 980df26..943c0bb 100644 --- a/Tests/examples/single_step/nal3/nal3.8.nal +++ b/Tests/examples/single_step/nal3/nal3.8.nal @@ -6,7 +6,7 @@ 'Is a swan a type of bird or swimmer? (|,bird,swimmer)>? -50 +100 'A swan is probably a type of bird or swimmer. ''outputMustContain(' (|,bird,swimmer)>. %0.90;0.73%') diff --git a/Tests/examples/single_step/nal3/nal3.9.nal b/Tests/examples/single_step/nal3/nal3.9.nal index efe7a71..dd97644 100644 --- a/Tests/examples/single_step/nal3/nal3.9.nal +++ b/Tests/examples/single_step/nal3/nal3.9.nal @@ -5,7 +5,7 @@ <(&,swan,swimmer) --> bird>? 'Is swimming swan a type of bird? -50 +100 'Swimming swan is a type of bird. ''outputMustContain('<(&,swan,swimmer) --> bird>. %0.90;0.73%') diff --git a/Tests/examples/single_step/nal4/nal4.0.nal b/Tests/examples/single_step/nal4/nal4.0.nal index 8c9462d..b322b4c 100644 --- a/Tests/examples/single_step/nal4/nal4.0.nal +++ b/Tests/examples/single_step/nal4/nal4.0.nal @@ -3,7 +3,7 @@ 'An acid and a base can have a reaction. <(*,acid,base) --> reaction>. -6 +3 'Acid can react with base. ''outputMustContain(' (/,reaction,_,base)>. %1.00;0.90%') diff --git a/Tests/examples/single_step/nal4/nal4.3.nal b/Tests/examples/single_step/nal4/nal4.3.nal index a8bc722..2aefbfb 100644 --- a/Tests/examples/single_step/nal4/nal4.3.nal +++ b/Tests/examples/single_step/nal4/nal4.3.nal @@ -3,7 +3,7 @@ 'Neutralization is a relation between an acid and a base. (*,acid,base)>. -6 +3 'Something that can neutralize a base is an acid. ''outputMustContain('<(\,neutralization,_,base) --> acid>. %1.00;0.90%') diff --git a/Tests/examples/single_step/nal4/nal4.4.nal b/Tests/examples/single_step/nal4/nal4.4.nal index 40199fe..9b7bb20 100644 --- a/Tests/examples/single_step/nal4/nal4.4.nal +++ b/Tests/examples/single_step/nal4/nal4.4.nal @@ -3,7 +3,7 @@ 'Something that can neutralize a base is an acid. <(\,neutralization,_,base) --> acid>. -4 +5 'Neutralization is a relation between an acid and a base. ''outputMustContain(' (*,acid,base)>. %1.00;0.90%') diff --git a/Tests/examples/single_step/nal5/nal5.11.nal b/Tests/examples/single_step/nal5/nal5.11.nal index 7905f37..2e76ee0 100644 --- a/Tests/examples/single_step/nal5/nal5.11.nal +++ b/Tests/examples/single_step/nal5/nal5.11.nal @@ -6,7 +6,7 @@ 'Robin is a type of bird if and only if robin can fly. < bird> <=> [flying]>>. %0.9% -19 +5 'Robin is a type of animal if and only if robin can fly. ''outputMustContain('< [flying]> <=> animal>>. %0.90;0.81%') diff --git a/Tests/examples/single_step/nal5/nal5.17.nal b/Tests/examples/single_step/nal5/nal5.17.nal index 0557853..b0e612d 100644 --- a/Tests/examples/single_step/nal5/nal5.17.nal +++ b/Tests/examples/single_step/nal5/nal5.17.nal @@ -6,7 +6,7 @@ 'Robin cannot swim. swimmer>. %0% -3 +4 'Robin can fly. ''outputMustContain(' [flying]>. %1.00;0.81%') diff --git a/Tests/examples/single_step/nal5/nal5.25.nal b/Tests/examples/single_step/nal5/nal5.25.nal index 7d3a4ea..3073564 100644 --- a/Tests/examples/single_step/nal5/nal5.25.nal +++ b/Tests/examples/single_step/nal5/nal5.25.nal @@ -6,7 +6,7 @@ 'If robin can fly, then robin is a bird < [flying]> ==> bird>>. -7 +10 'If robin is living and it can fly, then robin is an animal. ''outputMustContain('<(&&, [flying]>, [living]>) ==> animal>>. %1.00;0.81%') diff --git a/Tests/examples/single_step/nal5/nal5.9.nal b/Tests/examples/single_step/nal5/nal5.9.nal index 6cf9a2c..549c6b7 100644 --- a/Tests/examples/single_step/nal5/nal5.9.nal +++ b/Tests/examples/single_step/nal5/nal5.9.nal @@ -6,7 +6,7 @@ 'Usually, robin is a type of bird if and only if robin can fly. < bird> <=> [flying]>>. %0.80% -14 +5 'If robin can fly then probably robin is a type of animal. ''outputMustContain('< [flying]> ==> animal>>. %0.80;0.65%') diff --git a/Tests/examples/single_step/nal6/nal6.1.nal b/Tests/examples/single_step/nal6/nal6.1.nal index a8fb600..a6d0ca1 100644 --- a/Tests/examples/single_step/nal6/nal6.1.nal +++ b/Tests/examples/single_step/nal6/nal6.1.nal @@ -11,5 +11,5 @@ 'If something is a robin, then it is a animal. ''outputMustContain('<<$1 --> robin> ==> <$1 --> animal>>. %1.00;0.81%') - 'I guess that if something is a animal, then it is a robin. +'I guess that if something is a animal, then it is a robin. ''outputMustContain('<<$1 --> animal> ==> <$1 --> robin>>. %1.00;0.45%') diff --git a/Tests/examples/single_step/nal6/nal6.12.nal b/Tests/examples/single_step/nal6/nal6.12.nal index eb36497..63fdcec 100644 --- a/Tests/examples/single_step/nal6/nal6.12.nal +++ b/Tests/examples/single_step/nal6/nal6.12.nal @@ -11,4 +11,3 @@ 'If Tweety can chirp and eats worms, then it is a bird. ''outputMustContain('<(&&,<(*,{Tweety},worms) --> food>,<{Tweety} --> [chirping]>) ==> <{Tweety} --> bird>>. %1.00;0.81%') - diff --git a/Tests/examples/single_step/nal8/nal8.1.3.nal b/Tests/examples/single_step/nal8/nal8.1.3.nal index 023ab5a..6c0ebcc 100644 --- a/Tests/examples/single_step/nal8/nal8.1.3.nal +++ b/Tests/examples/single_step/nal8/nal8.1.3.nal @@ -1,12 +1,12 @@ '********** [13 + 06 -> 14]: 'The goal for the robot is to make t002 reachable. -<(*,SELF,{t002}) --> reachable>! +<(*,SELF,{t002}) --> reachable>! 'If item 1 is on item 2 and the robot is also at item 2 at the same time, the robot will be able to reach item 1. -<(&|,<(*,$1,#2) --> on>,<(*,SELF,#2) --> at>)=|><(*,SELF,{t002}) --> reachable>>. +<(&|,<(*,$1,#2) --> on>,<(*,SELF,#2) --> at>)=|><(*,SELF,$1) --> reachable>>. 20 'The goal is to make the robot at #1 and t002 is on #1 at the same time -''outputMustContain('(&|,<(*,SELF,#1) --> at>,<(*,{t002},#1) --> on>)! :!0: %1.00;0.73%') +''outputMustContain('(&|,<(*,SELF,#1) --> at>,<(*,{t002},#1) --> on>)! %1.00;0.73%') diff --git a/Tests/examples/single_step/nal8/nal8.1.4.var.nal b/Tests/examples/single_step/nal8/nal8.1.4.var.nal new file mode 100644 index 0000000..6d76bb4 --- /dev/null +++ b/Tests/examples/single_step/nal8/nal8.1.4.var.nal @@ -0,0 +1,12 @@ +'********** [07 + 14 -> 15]: + +'t002 is on t003 now. +<(*,{t002},{t003}) --> on>. :|: + +'The goal is to make t002 on #1 and #1 is at the robot at same time +(&|,<(*,{t002},#1) --> on>,<(*,#1,SELF) --> at>)! + +350 + +'The goal maybe to make t003 at the robot +''outputMustContain('<(*,{t003},SELF) --> at>! %1.00;0.43%') diff --git a/Tests/examples/single_step/nal8/nal8.1.5.nal b/Tests/examples/single_step/nal8/nal8.1.5.nal index a4f71ed..238b27d 100644 --- a/Tests/examples/single_step/nal8/nal8.1.5.nal +++ b/Tests/examples/single_step/nal8/nal8.1.5.nal @@ -4,7 +4,7 @@ <(*,SELF,{t003}) --> at>! 'If go to somewhere, the robot will be at there. -<(^go_to,$1)=/><(*,SELF,$1) --> at>>. +<(^go_to,{t003})=/><(*,SELF,{t003}) --> at>>. 100 diff --git a/Tests/examples/single_step/nal8/nal8.1.5.var.nal b/Tests/examples/single_step/nal8/nal8.1.5.var.nal new file mode 100644 index 0000000..a4f71ed --- /dev/null +++ b/Tests/examples/single_step/nal8/nal8.1.5.var.nal @@ -0,0 +1,12 @@ +'********** [15 + 09 -> 16]: + +'The goal for the robot is to arrive t003. +<(*,SELF,{t003}) --> at>! + +'If go to somewhere, the robot will be at there. +<(^go_to,$1)=/><(*,SELF,$1) --> at>>. + +100 + +'The goal is to go to t003. +''outputMustContain('(^go_to,{t003})! %1.00;0.81%') diff --git a/Tests/test_Compound.py b/Tests/test_Compound.py index 24c1f92..9d88e73 100644 --- a/Tests/test_Compound.py +++ b/Tests/test_Compound.py @@ -1,11 +1,11 @@ -import NARS +from pynars import NARS import unittest from pynars.NARS.DataStructures import Bag, Task, Concept, Table from pynars.Narsese import Judgement, Term, Statement, Copula, Truth from pathlib import Path -import Narsese +from pynars import Narsese from pynars.Narsese import Compound, Connector from pynars.NAL.MetaLevelInference.VariableSubstitution import * from pynars.Narsese._py.Variable import VarPrefix, Variable diff --git a/Tests/test_Concept.py b/Tests/test_Concept.py index 7468166..372ec0a 100644 --- a/Tests/test_Concept.py +++ b/Tests/test_Concept.py @@ -3,7 +3,7 @@ from pynars.NARS.DataStructures import Bag, Task from pynars.Narsese import Judgement, Term, Statement, Copula, Truth -import Narsese +from pynars import Narsese from pynars.NARS.DataStructures import Concept class TEST_Concept(unittest.TestCase): diff --git a/Tests/test_Examples.py b/Tests/test_Examples.py index 77ab461..305d83e 100644 --- a/Tests/test_Examples.py +++ b/Tests/test_Examples.py @@ -1,19 +1,31 @@ from typing import List -import NARS import unittest from pynars.NARS.DataStructures import Bag, Task, Concept from pynars.Narsese import Judgement, Term, Statement, Copula, Truth from pathlib import Path -import Narsese +from pynars import Narsese, NARS from pynars.utils.Print import out_print, PrintType, print_filename examples_path = Path(__file__).parent/'examples' +def print_tasks(tasks_line): + tasks_derived, judgement_revised, goal_revised, answers_question, answers_quest, (task_operation_return, task_executed) = tasks_line + for task in tasks_derived: out_print(PrintType.OUT, task.sentence.repr(), *task.budget) + + if judgement_revised is not None: out_print(PrintType.OUT, judgement_revised.sentence.repr(), *judgement_revised.budget) + if goal_revised is not None: out_print(PrintType.OUT, goal_revised.sentence.repr(), *goal_revised.budget) + if answers_question is not None: + for answer in answers_question: out_print(PrintType.ANSWER, answer.sentence.repr(), *answer.budget) + if answers_quest is not None: + for answer in answers_quest: out_print(PrintType.ANSWER, answers_quest.sentence.repr(), *answers_quest.budget) + if task_executed is not None: + out_print(PrintType.EXE, f'{task_executed.term.repr()} = {str(task_operation_return) if task_operation_return is not None else None}') + def run_file(file: str): - nars = NARS.Reasoner_3_0_4(100, 100) + nars = NARS.Reasoner(100, 100) with open(file, 'r') as f: lines = f.readlines() @@ -46,8 +58,10 @@ def run_file(file: str): out_print(PrintType.INFO, f'Run {n_cycle} cycles.') for _ in range(n_cycle): tasks_derived = nars.cycle() - tasks_derived_all.extend(tasks_derived) - for task in tasks_derived: out_print(PrintType.OUT, str(task.sentence), *task.budget) + # tasks_derived_all.extend(tasks_derived) + # for task in tasks_derived: out_print(PrintType.OUT, str(task.sentence), *task.budget) + print_tasks(tasks_derived) + else: line = line.rstrip(' \n') @@ -60,21 +74,23 @@ def run_file(file: str): else: out_print(PrintType.ERROR, f'Invalid input! Failed to parse: {line}') tasks_derived = nars.cycle() - tasks_derived_all.extend(tasks_derived) - for task in tasks_derived: out_print(PrintType.OUT, str(task.sentence), *task.budget) + print_tasks(tasks_derived) + # tasks_derived_all.extend(tasks_derived) + # for task in tasks_derived: out_print(PrintType.OUT, str(task.sentence), *task.budget) + if not success: raise except: out_print(PrintType.ERROR, f'{file}, line {i}, {line}') raise - if expect_out_empty and len(output_contains)==0: - if len(tasks_derived_all) != 0: raise - else: - output_not_contains = set(output_contains) - set(tasks_derived_all) - if len(output_not_contains) > 0: - for output in output_not_contains: - out_print(PrintType.ERROR, f'Fail to reason out: {output.sentence}') - raise + # if expect_out_empty and len(output_contains)==0: + # if len(tasks_derived_all) != 0: raise + # else: + # output_not_contains = set(output_contains) - set(tasks_derived_all) + # if len(output_not_contains) > 0: + # for output in output_not_contains: + # out_print(PrintType.ERROR, f'Fail to reason out: {output.sentence}') + # raise class TEST_Examples_Single_NAL1(unittest.TestCase): @@ -88,7 +104,7 @@ class TEST_Examples_Single_NAL1(unittest.TestCase): def test_deduction_0(self): print('\n') - file = examples_path/'single_step/nal1/nal1.0.nal' + file = examples_path/'single_step/nal5/nal5.29.nal' print_filename(file.name) run_file(file) diff --git a/Tests/test_NAL/test_NAL5.py b/Tests/test_NAL/test_NAL5.py index 671c7d8..fe819fe 100644 --- a/Tests/test_NAL/test_NAL5.py +++ b/Tests/test_NAL/test_NAL5.py @@ -1038,6 +1038,35 @@ def test_conditional_induction_compose(self): ) pass + def test_question_0(self): + rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + '(&&, A, B)?', + 'A.', + 'A.', is_belief_term=True) + tasks_derived = [rule(task, belief.term, task_link, term_link) for rule in rules] + self.assertTrue( + output_contains(tasks_derived, 'A?') + ) + + def test_question_1(self): + rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + 'C?', + '<(&&, A, B)==>C>.', + 'C.') + tasks_derived = [rule(task, belief, task_link, term_link) for rule in rules] + self.assertTrue( + output_contains(tasks_derived, '(&&, A, B)?') + ) + + def test_0(self): + rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + 'A.', + '<(&&, A, B)==>C>.', + 'A.') + tasks_derived = [rule(task, belief, task_link, term_link) for rule in rules] + self.assertTrue( + output_contains(tasks_derived, 'C>. %1.00;0.81%') + ) if __name__ == '__main__': diff --git a/Tests/test_NAL/test_NAL6.py b/Tests/test_NAL/test_NAL6.py index 51d9b96..05e9fd6 100644 --- a/Tests/test_NAL/test_NAL6.py +++ b/Tests/test_NAL/test_NAL6.py @@ -2,117 +2,118 @@ from pynars.NARS.DataStructures import Task from pynars.NAL.MetaLevelInference.VariableSubstitution import * -from pynars.NARS.RuleMap import RuleMap +# from pynars.NARS.RuleMap import RuleMap -import Tests.utils_for_test as utils_for_test +# import Tests.utils_for_test as utils_for_test from Tests.utils_for_test import * from pynars.utils.Print import PrintType, out_print + # utils_for_test.rule_map = RuleMap_v2() -class SubstituteVar: - '''''' - def __init__(self, mapping_ivar: bidict, mapping_dvar: bidict, mapping_qvar: bidict) -> None: - self.mapping_ivar = mapping_ivar - self.mapping_dvar = mapping_dvar - self.mapping_qvar = mapping_qvar +# class SubstituteVar: +# '''''' +# def __init__(self, mapping_ivar: bidict, mapping_dvar: bidict, mapping_qvar: bidict) -> None: +# self.mapping_ivar = mapping_ivar +# self.mapping_dvar = mapping_dvar +# self.mapping_qvar = mapping_qvar - @property - def is_valid(self): - return len(self.mapping_dvar) > 0 or len(self.mapping_ivar) > 0 or len(self.mapping_qvar) > 0 +# @property +# def is_valid(self): +# return len(self.mapping_dvar) > 0 or len(self.mapping_ivar) > 0 or len(self.mapping_qvar) > 0 - @property - def is_qvar_valid(self): - return len(self.mapping_qvar) > 0 +# @property +# def is_qvar_valid(self): +# return len(self.mapping_qvar) > 0 - @property - def is_dvar_valid(self): - return len(self.mapping_dvar) > 0 +# @property +# def is_dvar_valid(self): +# return len(self.mapping_dvar) > 0 - @property - def is_ivar_valid(self): - return len(self.mapping_ivar) > 0 +# @property +# def is_ivar_valid(self): +# return len(self.mapping_ivar) > 0 - def apply(self, term1: Term, term2: Term, inverse=False): - mapping_ivar = self.mapping_ivar - mapping_dvar = self.mapping_dvar - mapping_qvar = self.mapping_qvar - if inverse: - term1, term2 = term2, term1 - mapping_ivar = mapping_ivar.inverse - mapping_dvar = mapping_dvar.inverse - mapping_qvar = mapping_qvar.inverse - ivar = [int(var) for var in term2._index_var.var_independent] - dvar = [int(var) for var in term2._index_var.var_dependent] - qvar = [int(var) for var in term2._index_var.var_query] - - term2._index_var.var_independent = [var(mapping_ivar[var_int]) for var, var_int in zip(term2._index_var.var_independent, ivar)] - term2._index_var.var_dependent = [var(mapping_dvar[var_int]) for var, var_int in zip(term2._index_var.var_dependent, dvar)] - term2._index_var.var_query = [var(mapping_qvar[var_int]) for var, var_int in zip(term2._index_var.var_query, qvar)] - # TODO: to recursively apply the variable-mapping to the terms. - - - -find_var_with_pos: Callable = lambda pos_search, variables, positions: [var for var, pos in zip(variables, positions) if pos[:len(pos_search)] == pos_search] - -def _build_mapping(variables1, variables2, var_common1, var_common2): - if len(variables1) == 0 and len(variables2) == 0: - mapping = bidict() - elif len(variables1) > 0 and len(variables2) > 0: - var_diff1 = sorted(list(set(variables1)-set(var_common1))) - var_diff2 = sorted(list(set(variables2)-set(var_common2))) - var_bias1 = max(variables1) + 1 - var_bias2 = max(variables2) + 1 - var_diff_new1 = [ivar+var_bias2 for ivar in var_diff1] - var_diff_new2 = [ivar+var_bias1 for ivar in var_diff2] - # mapping the second to the first - mapping = bidict({int(key): int(value) for key, value in (*zip(var_common2, var_common1), *zip(var_diff2, var_diff_new2), *zip(var_diff_new1, var_diff1))}) - else: # (len(variables1) > 0) ^ (len(variables2) > 0) +# def apply(self, term1: Term, term2: Term, inverse=False): +# mapping_ivar = self.mapping_ivar +# mapping_dvar = self.mapping_dvar +# mapping_qvar = self.mapping_qvar +# if inverse: +# term1, term2 = term2, term1 +# mapping_ivar = mapping_ivar.inverse +# mapping_dvar = mapping_dvar.inverse +# mapping_qvar = mapping_qvar.inverse +# ivar = [int(var) for var in term2._index_var.var_independent] +# dvar = [int(var) for var in term2._index_var.var_dependent] +# qvar = [int(var) for var in term2._index_var.var_query] + +# term2._index_var.var_independent = [var(mapping_ivar[var_int]) for var, var_int in zip(term2._index_var.var_independent, ivar)] +# term2._index_var.var_dependent = [var(mapping_dvar[var_int]) for var, var_int in zip(term2._index_var.var_dependent, dvar)] +# term2._index_var.var_query = [var(mapping_qvar[var_int]) for var, var_int in zip(term2._index_var.var_query, qvar)] +# # TODO: to recursively apply the variable-mapping to the terms. + + + +# find_var_with_pos: Callable = lambda pos_search, variables, positions: [var for var, pos in zip(variables, positions) if pos[:len(pos_search)] == pos_search] + +# def _build_mapping(variables1, variables2, var_common1, var_common2): +# if len(variables1) == 0 and len(variables2) == 0: +# mapping = bidict() +# elif len(variables1) > 0 and len(variables2) > 0: +# var_diff1 = sorted(list(set(variables1)-set(var_common1))) +# var_diff2 = sorted(list(set(variables2)-set(var_common2))) +# var_bias1 = max(variables1) + 1 +# var_bias2 = max(variables2) + 1 +# var_diff_new1 = [ivar+var_bias2 for ivar in var_diff1] +# var_diff_new2 = [ivar+var_bias1 for ivar in var_diff2] +# # mapping the second to the first +# mapping = bidict({int(key): int(value) for key, value in (*zip(var_common2, var_common1), *zip(var_diff2, var_diff_new2), *zip(var_diff_new1, var_diff1))}) +# else: # (len(variables1) > 0) ^ (len(variables2) > 0) - mapping = bidict() - pass - return mapping +# mapping = bidict() +# pass +# return mapping -def unification_variable(term1: Term, term2: Term, pos_common1: List[int], pos_common2: List[int]): - '''''' - # 1. find the variables in the first common position - ivar1 = find_var_with_pos(pos_common1, term1._index_var.var_independent, term1._index_var.positions_ivar) - dvar1 = find_var_with_pos(pos_common1, term1._index_var.var_dependent, term1._index_var.positions_dvar) - qvar1 = find_var_with_pos(pos_common1, term1._index_var.var_query, term1._index_var.positions_qvar) +# def unification__var_var(term1: Term, term2: Term, pos_common1: List[int], pos_common2: List[int]): +# '''''' +# # 1. find the variables in the first common position +# ivar1 = find_var_with_pos(pos_common1, term1._index_var.var_independent, term1._index_var.positions_ivar) +# dvar1 = find_var_with_pos(pos_common1, term1._index_var.var_dependent, term1._index_var.positions_dvar) +# qvar1 = find_var_with_pos(pos_common1, term1._index_var.var_query, term1._index_var.positions_qvar) - # 2. find the variables in the second common position - ivar2 = find_var_with_pos(pos_common2, term2._index_var.var_independent, term2._index_var.positions_ivar) - dvar2 = find_var_with_pos(pos_common2, term2._index_var.var_dependent, term2._index_var.positions_dvar) - qvar2 = find_var_with_pos(pos_common2, term2._index_var.var_query, term2._index_var.positions_qvar) +# # 2. find the variables in the second common position +# ivar2 = find_var_with_pos(pos_common2, term2._index_var.var_independent, term2._index_var.positions_ivar) +# dvar2 = find_var_with_pos(pos_common2, term2._index_var.var_dependent, term2._index_var.positions_dvar) +# qvar2 = find_var_with_pos(pos_common2, term2._index_var.var_query, term2._index_var.positions_qvar) - # 3. build the mapping - mapping_ivar = _build_mapping(term1._index_var.var_independent, term2._index_var.var_independent, ivar1, ivar2) - mapping_dvar = _build_mapping(term1._index_var.var_dependent, term2._index_var.var_dependent, dvar1, dvar2) - mapping_qvar = _build_mapping(term1._index_var.var_query, term2._index_var.var_query, qvar1, qvar2) +# # 3. build the mapping +# mapping_ivar = _build_mapping(term1._index_var.var_independent, term2._index_var.var_independent, ivar1, ivar2) +# mapping_dvar = _build_mapping(term1._index_var.var_dependent, term2._index_var.var_dependent, dvar1, dvar2) +# mapping_qvar = _build_mapping(term1._index_var.var_query, term2._index_var.var_query, qvar1, qvar2) - return SubstituteVar(mapping_ivar, mapping_dvar, mapping_qvar) +# return SubstituteVar(mapping_ivar, mapping_dvar, mapping_qvar) class TEST_NAL6(unittest.TestCase): '''''' - def test_substition_var_to_var(self): - ''' - <(&&, <#x-->A>, <#x-->B>, <<$y-->C>==><$y-->D>>, <$z-->E>) ==> <$z-->F>>. - <<$x-->F>==><$x-->H>>. - |- - <(&&, <#x-->A>, <#x-->B>, <<$y-->C>==><$y-->D>>, <$z-->E>) ==> <$x-->H>>. - ''' - term1 = Narsese.parse("<<$x-->F>==><$x-->H>>.").term - term2 = Narsese.parse("<(&&, <#x-->A>, <#x-->B>, <<$y-->C>==><$y-->D>>, <$z-->E>) ==> <$z-->F>>.").term - subst_var = unification_variable(term1, term2, [0], [1]) # to find possible replacement. - subst_var.apply(term1, term2) - # subst_var.apply() - term3 = Statement.Implication(term1[0], term2[1]) - # term_substitution = substitution(compound, Term("A"), Term("D")) - # self.assertEqual(term_substitution, term_new) - pass + # def test_substition_var_to_var(self): + # ''' + # <(&&, <#x-->A>, <#x-->B>, <<$y-->C>==><$y-->D>>, <$z-->E>) ==> <$z-->F>>. + # <<$x-->F>==><$x-->H>>. + # |- + # <(&&, <#x-->A>, <#x-->B>, <<$y-->C>==><$y-->D>>, <$z-->E>) ==> <$x-->H>>. + # ''' + # term1 = Narsese.parse("<<$x-->F>==><$x-->H>>.").term + # term2 = Narsese.parse("<(&&, <#x-->A>, <#x-->B>, <<$y-->C>==><$y-->D>>, <$z-->E>) ==> <$z-->F>>.").term + # subst_var = unification__var_var(term1, term2, [0], [1]) # to find possible replacement. + # subst_var.apply(term1, term2) + # # subst_var.apply() + # term3 = Statement.Implication(term1[0], term2[1]) + # # term_substitution = substitution(compound, Term("A"), Term("D")) + # # self.assertEqual(term_substitution, term_new) + # pass def test_unification_0(self): ''' @@ -164,7 +165,7 @@ def test_unification_1(self): ) self.assertNotEqual(rules, None) - subst_var = unification_variable(task.term, belief.term, [0], [1]) # to find possible replacement. + subst_var = unification__var_var(task.term, belief.term, [0], [1]) # to find possible replacement. subst_var.apply(task.term, belief.term) tasks_derived = [rule(task, belief, task_link, term_link) for rule in rules] @@ -217,7 +218,7 @@ def test_unification_2(self): ) self.assertNotEqual(rules, None) - subst_var = unification_variable(task.term, belief.term, [0], [0]) # to find possible replacement. + subst_var = unification__var_var(task.term, belief.term, [0], [0]) # to find possible replacement. subst_var.apply(task.term, belief.term) tasks_derived = [rule(task, belief, task_link, term_link) for rule in rules] @@ -274,7 +275,7 @@ def test_unification_3(self): ) self.assertNotEqual(rules, None) - subst_var = unification_variable(task.term, belief.term, [1], [1]) # to find possible replacement. + subst_var = unification__var_var(task.term, belief.term, [1], [1]) # to find possible replacement. subst_var.apply(task.term, belief.term) tasks_derived = [rule(task, belief, task_link, term_link) for rule in rules] @@ -317,7 +318,7 @@ def test_unification_4(self): ) self.assertNotEqual(rules, None) - subst_var = unification_variable(task.term, belief.term, [0,0], [1]) # to find possible replacement. + subst_var = unification__var_var(task.term, belief.term, [0,0], [1]) # to find possible replacement. subst_var.apply(task.term, belief.term) tasks_derived = [rule(task, belief, task_link, term_link) for rule in rules] @@ -348,6 +349,16 @@ def test_unification_5(self): ''' pass + def test_unification_5_1(self): + ''' + 'Variable unification + <(&&,<$x --> A>,<$x --> B>, <$y --> C>) ==> <$y --> D>>. + <(&&,<$x --> C>, <$x --> E>) ==> <$x --> D>>. + + ''outputMustContain('<(&&,<$x --> A>,<$x --> B>) ==> <$y --> D>>. %1.00;0.45%') + ''' + pass + def test_unification_6(self): ''' @@ -390,7 +401,7 @@ def test_elimination_0(self): ) self.assertNotEqual(rules, None) - subst_var = unification_variable(task.term, belief.term, [0], [0]) # to find possible replacement. + subst_var = unification__var_var(task.term, belief.term, [0], [0]) # to find possible replacement. subst_var.apply(task.term, belief.term) tasks_derived = [rule(task, belief, task_link, term_link) for rule in rules] @@ -906,7 +917,7 @@ def test_unification_a1(self): ) self.assertNotEqual(rules, None) - subst_var = unification_variable(task.term, belief.term, [1], [0]) # to find possible replacement. + subst_var = unification__var_var(task.term, belief.term, [1], [0]) # to find possible replacement. subst_var.apply(task.term, belief.term) tasks_derived = [rule(task, belief, task_link, term_link) for rule in rules] diff --git a/Tests/test_NAL/test_NAL8.py b/Tests/test_NAL/test_NAL8.py index 2c92b09..468ef0b 100644 --- a/Tests/test_NAL/test_NAL8.py +++ b/Tests/test_NAL/test_NAL8.py @@ -1,3 +1,4 @@ +from re import L import unittest from pynars.NAL.MetaLevelInference.VariableSubstitution import * @@ -6,12 +7,12 @@ import Tests.utils_for_test as utils_for_test from Tests.utils_for_test import * -utils_for_test.engine = RuleMap() +# utils_for_test.engine = RuleMap() class TEST_NAL8(unittest.TestCase): '''''' - def test_0_0(self): + def test_1_0(self): ''' nal8.1.0.nal @@ -41,25 +42,80 @@ def test_0_0(self): ) - def test_0_1(self): + def test_1_1(self): + ''' + nal8.1.1.nal + + '********** [10 -> 11]: + + 'The goal is to hold t002, then arrive t001 and open t001 + (&/,<(*,SELF,{t002}) --> hold>,<(*,SELF,{t001}) --> at>,(^open,{t001}))! %1.00;0.90% + + 10 + + 'The goal is to hold t002 + ''outputMustContain('<(*,SELF,{t002}) --> hold>! %1.00;0.81%') + ''' + rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + '(&/,<(*,SELF,{t002}) --> hold>,<(*,SELF,{t001}) --> at>,(^open,{t001}))! %1.00;0.90%', + '<(*,SELF,{t002}) --> hold>.', + 'hold.', is_belief_term=True + ) + + tasks_derived = [rule(task, belief.term, task_link, term_link) for rule in rules] + + self.assertTrue( + output_contains(tasks_derived, '<(*,SELF,{t002}) --> hold>! %1.00;0.81%') + ) + + def test_1_2(self): + ''' + nal8.1.2.nal + + '********** [12 -> 13]: + + 'The goal for the robot is to make t002 reachable and then pick it. + (&/,<(*,SELF,{t002}) --> reachable>,(^pick,{t002}))! + + 5 + + 'The goal for the robot is to make t002 reachable. + ''outputMustContain('<(*,SELF,{t002}) --> reachable>! %1.00;0.81%') + ''' + rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + '(&/,<(*,SELF,{t002}) --> reachable>,(^pick,{t002}))! %1.00;0.90%', + '<(*,SELF,{t002}) --> reachable>.', + 'reachable.', is_belief_term=True + ) + + tasks_derived = [rule(task, belief.term, task_link, term_link) for rule in rules] + + self.assertTrue( + output_contains(tasks_derived, '<(*,SELF,{t002}) --> reachable>! %1.00;0.81%') + ) + + + def test_1_3(self): ''' nal8.1.3.nal + '********** [13 + 06 -> 14]: + 'The goal for the robot is to make t002 reachable. - <(*,SELF,{t002}) --> reachable>! %1.00;0.90% + <(*,SELF,{t002}) --> reachable>! 'If item 1 is on item 2 and the robot is also at item 2 at the same time, the robot will be able to reach item 1. - <(&|,<(*,{t002},#2) --> on>,<(*,SELF,#2) --> at>)=|><(*,SELF,{t002}) --> reachable>>. %1.00;0.90% + <(&|,<(*,{t002},#1) --> on>,<(*,SELF,#1) --> at>)=|><(*,SELF,{t002}) --> reachable>>. - 10 + 20 'The goal is to make the robot at #1 and t002 is on #1 at the same time - ''outputMustContain('(&|,<(*,SELF,#1) --> at>,<(*,{t002},#1) --> on>)! %1.00;0.81%') + ''outputMustContain('(&|,<(*,SELF,#1) --> at>,<(*,{t002},#1) --> on>)! %1.00;0.81%') ''' rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( '<(*,SELF,{t002}) --> reachable>! %1.00;0.90%', - '<(&|,<(*,{t002},#2) --> on>,<(*,SELF,#2) --> at>)=|><(*,SELF,{t002}) --> reachable>>. %1.00;0.90%', - '<(*,SELF,{t002}) --> reachable>.' + '<(&|,<(*,{t002},#1) --> on>,<(*,SELF,#1) --> at>)=|><(*,SELF,{t002}) --> reachable>>.', + 'reachable.' ) tasks_derived = [rule(task, belief, task_link, term_link) for rule in rules] @@ -68,35 +124,36 @@ def test_0_1(self): output_contains(tasks_derived, '(&|,<(*,SELF,#1) --> at>,<(*,{t002},#1) --> on>)! %1.00;0.81%') ) - - def test_0_1_var(self): + def test_1_3_var(self): ''' nal8.1.3.nal + '********** [13 + 06 -> 14]: + 'The goal for the robot is to make t002 reachable. - <(*,SELF,{t002}) --> reachable>! %1.00;0.90% + <(*,SELF,{t002}) --> reachable>! 'If item 1 is on item 2 and the robot is also at item 2 at the same time, the robot will be able to reach item 1. - <(&|,<(*,$1,#2) --> on>,<(*,SELF,#2) --> at>)=|><(*,SELF,$1) --> reachable>>. %1.00;0.90% + <(&|,<(*,$1,#2) --> on>,<(*,SELF,#2) --> at>)=|><(*,SELF,$1) --> reachable>>. - 10 + 20 'The goal is to make the robot at #1 and t002 is on #1 at the same time - ''outputMustContain('(&|,<(*,SELF,#1) --> at>,<(*,{t002},#1) --> on>)! :!0: %1.00;0.73%') + ''outputMustContain('(&|,<(*,SELF,#1) --> at>,<(*,{t002},#1) --> on>)! %1.00;0.81%') ''' rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( '<(*,SELF,{t002}) --> reachable>! %1.00;0.90%', - '<(&|,<(*,$1,#2) --> on>,<(*,SELF,#2) --> at>)=|><(*,SELF,$1) --> reachable>>. %1.00;0.90%', - '<(*,SELF,{t002}) --> reachable>.' + '<(&|,<(*,$1,#2) --> on>,<(*,SELF,#2) --> at>)=|><(*,SELF,{t002}) --> reachable>>.', + 'reachable.' ) - tasks_derived = [rule(task, belief, task_link, term_link) for rule in rules] + tasks_derived = [rule(task, belief.term, task_link, term_link) for rule in rules] self.assertTrue( - output_contains(tasks_derived, '(&|,<(*,SELF,#1) --> at>,<(*,{t002},#1) --> on>)! :!0: %1.00;0.73%') + output_contains(tasks_derived, '(&|,<(*,SELF,#1) --> at>,<(*,{t002},#1) --> on>)! %1.00;0.81%') ) - def test_0_2_var(self): + def test_1_4(self): ''' nal8.1.4.nal @@ -110,6 +167,36 @@ def test_0_2_var(self): 350 + 'The goal maybe to make t003 at the robot + ''outputMustContain('<(*,{t003},SELF) --> at>! %1.00;0.43%') + ''' + rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + '(&|,<(*,{t002},{t003}) --> on>,<(*,{t003},SELF) --> at>)!', + '<(*,{t002},{t003}) --> on>. :|:', + 'on.' + ) + + tasks_derived = engine.inference(task, belief, belief.term, task_link, term_link, rules) + + self.assertTrue( + output_contains(tasks_derived, '<(*,{t003},SELF) --> at>! %1.00;0.43%') + ) + + + def test_1_4_var(self): + ''' + nal8.1.4.nal + + '********** [07 + 14 -> 15]: + + 't002 is on t003 now. + <(*,{t002},{t003}) --> on>. :|: + + 'The goal is to make t002 on #1 and #1 is at the robot at same time + (&|,<(*,{t002},#1) --> on>,<(*,#1,SELF) --> at>)! + + 350 + 'The goal maybe to make t003 at the robot ''outputMustContain('<(*,{t003},SELF) --> at>! %1.00;0.43%') ''' @@ -125,18 +212,402 @@ def test_0_2_var(self): output_contains(tasks_derived, '<(*,{t003},SELF) --> at>! %1.00;0.43%') ) - def test_1(self): + + def test_1_5(self): ''' - '********** [10 -> 11]: + nal8.1.5.nal - 'The goal is to hold t002, then arrive t001 and open t001 - (&/,<(*,SELF,{t002}) --> hold>,<(*,SELF,{t001}) --> at>,(^open,{t001}))! + '********** [15 + 09 -> 16]: - 10 + 'The goal for the robot is to arrive t003. + <(*,SELF,{t003}) --> at>! + + 'If go to somewhere, the robot will be at there. + <(^go_to,{t003})=/><(*,SELF,{t003}) --> at>>. + + 100 + + 'The goal is to go to t003. + ''outputMustContain('(^go_to,{t003})! %1.00;0.81%') - 'The goal is to hold t002 - ''outputMustContain('<(*,SELF,{t002}) --> hold>! %1.00;0.81%') ''' + rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + '<(*,SELF,{t003}) --> at>!', + '<(^go_to,{t003})=/><(*,SELF,{t003}) --> at>>.', + 'at.' + ) + + tasks_derived = engine.inference(task, belief, belief.term, task_link, term_link, rules) + + self.assertTrue( + output_contains(tasks_derived, '(^go_to,{t003})! %1.00;0.81%') + ) + + + def test_1_7(self): + ''' + nal8.1.7.nal + + '********** [17 + 09 -> 18] + + 'Now the robot is going to t003. + <(*,{t003}) --> ^go_to>. :|: + + 'If go to somewhere, the robor will be at there. + <<(*,{t003}) --> ^go_to> =/> <(*,SELF,{t003}) --> at>>. + + 20 + + 'The robot will be at t003. + ''outputMustContain('<(*,SELF,{t003}) --> at>. :!5: %1.00;0.81%') + + ''' + rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + '<(*,{t003}) --> ^go_to>. :|:', + '<<(*,{t003}) --> ^go_to> =/> <(*,SELF,{t003}) --> at>>.', + '<(*,{t003}) --> ^go_to>.' + ) + + tasks_derived = engine.inference(task, belief, belief.term, task_link, term_link, rules) + + self.assertTrue( + output_contains(tasks_derived, '<(*,SELF,{t003}) --> at>. :!5: %1.00;0.81%') + ) + + def test_1_7_var(self): + ''' + nal8.1.7.nal + + '********** [17 + 09 -> 18] + + 'Now the robot is going to t003. + <(*,{t003}) --> ^go_to>. :|: + + 'If go to somewhere, the robor will be at there. + <<(*,$1) --> ^go_to> =/> <(*,SELF,$1) --> at>>. + + 20 + + 'The robot will be at t003. + ''outputMustContain('<(*,SELF,{t003}) --> at>. :!5: %1.00;0.81%') + + ''' + rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + '<(*,{t003}) --> ^go_to>. :|:', + '<<(*,$1) --> ^go_to> =/> <(*,SELF,$1) --> at>>.', + 'at.' + ) + + tasks_derived = engine.inference(task, belief, belief.term, task_link, term_link, rules) + + self.assertTrue( + output_contains(tasks_derived, '<(*,SELF,{t003}) --> at>. :!5: %1.00;0.81%') + ) + + + def test_1_8(self): + ''' + nal8.1.8.nal + + '********** [18 -> 19] + + 'The robot was at t003. + (/,at,_,{t003})>. :\: + + 6 + + 'The robot was at t003. + ''outputMustContain('<{t003} --> (/,at,SELF,_)>. :!-5: %1.00;0.90%') + + + ''' + rules, task, concept, task_link, result1 = rule_map_task_only( + ' (/,at,_,{t003})>. :\:', + '{t003}', (1,2) + ) + + tasks_derived = engine.inference(task, None, None, task_link, None, rules) + + self.assertTrue( + output_contains(tasks_derived, '<{t003} --> (/,at,SELF,_)>. :!-5: %1.00;0.90%') + ) + + def test_1_9(self): + ''' + nal8.1.9.nal + + '********** [07 -> 20] + + 't002 is on t003 now. + <(*,{t002},{t003}) --> on>. :|: + + 6 + + 't002 is on t003 now. + ''outputMustContain('<{t003} --> (/,on,{t002},_)>. :!0: %1.00;0.90%') + + ''' + rules, task, concept, task_link, result1 = rule_map_task_only( + '<(*,{t002},{t003}) --> on>. :|:', + '{t003}', (0,1) + ) + + tasks_derived = engine.inference(task, None, None, task_link, None, rules) + + self.assertTrue( + output_contains(tasks_derived, '<{t003} --> (/,on,{t002},_)>. :!0: %1.00;0.90%') + ) + + + def test_1_10(self): + ''' + nal8.1.10.nal + + '********** [19 + 20 -> 21] + + 'The robot was at t003. + <{t003} --> (/,at,SELF,_)>. :\: + + 't002 was on the t003. + <{t003} --> (/,on,{t002},_)>. :\: + + 33 + + 'If the robot was at someting, t002 was also on it. + ''outputMustContain('(&&,<#1 --> (/,at,SELF,_)>,<#1 --> (/,on,{t002},_)>). :!-5: %1.00;0.81%') + + ''' + # rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + # '<{t003} --> (/,at,SELF,_)>. :\:', + # '<{t003} --> (/,on,{t002},_)>. :\:', + # 'at.' + # ) + + # tasks_derived = engine.inference(task, belief, belief.term, task_link, term_link, rules) + + # self.assertTrue( + # output_contains(tasks_derived, '(^go_to,{t003})! %1.00;0.81%') + # ) + raise + + + def test_1_11(self): + ''' + nal8.1.11.nal + + '********** [21 -> 22] + + 't002 was on someting and the robot was also at it at the same time. + (&|,<#1 --> (/,on,{t002},_)>,<#1 --> (/,at,SELF,_)>). :\: + + 8 + + 't002 was on someting and the robot was also at it at the same time. + ''outputMustContain('(&|,<#1 --> (/,on,{t002},_)>,<(*,SELF,#1) --> at>). :!-5: %1.00;0.90%') + + ''' + raise + + + def test_1_13(self): + ''' + nal8.1.13.nal + + '********** [23 + 06 -> 24] + + 't002 is on something, and the robot is also at it at the same time. + (&|,<(*,{t002},#1) --> on>,<(*,SELF,#1) --> at>). :|: + + 'If item 1 is on item 2 and the robot is also at item 2 at the same time, the robot will be able to reach item 1. + <(&|,<(*,{t002},$2) --> on>,<(*,SELF,$2) --> at>) =|> <(*,SELF,{t002}) --> reachable>>. + + 260 + + 'The robot is able to reach t002. + ''outputMustContain('<(*,SELF,{t002}) --> reachable>. :!0: %1.00;0.81%') + + ''' + # rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + # '(&|,<(*,{t002},#1) --> on>,<(*,SELF,#1) --> at>). :|:', + # '<(&|,<(*,{t002},#1) --> on>,<(*,SELF,#1) --> at>) =|> <(*,SELF,{t002}) --> reachable>>.', + # '(&|,<(*,{t002},#1) --> on>,<(*,SELF,#1) --> at>).' + # ) + + rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + '(&&,A, B, D). :|:', + '<(&&,A, B) ==> C>.', + 'A.' + ) + + tasks_derived = engine.inference(task, belief, belief.term, task_link, term_link, rules) + + self.assertTrue( + output_contains(tasks_derived, '<(*,SELF,{t002}) --> reachable>. :!0: %1.00;0.81%') + ) + + def test_1_13_var(self): + ''' + nal8.1.13.nal + + '********** [23 + 06 -> 24] + + 't002 is on something, and the robot is also at it at the same time. + (&|,<(*,{t002},#1) --> on>,<(*,SELF,#1) --> at>). :|: + + 'If item 1 is on item 2 and the robot is also at item 2 at the same time, the robot will be able to reach item 1. + <(&|,<(*,$1,$2) --> on>,<(*,SELF,$2) --> at>) =|> <(*,SELF,$1) --> reachable>>. + + 260 + + 'The robot is able to reach t002. + ''outputMustContain('<(*,SELF,{t002}) --> reachable>. :!0: %1.00;0.81%') + + ''' + rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + '(&|,<(*,{t002},#1) --> on>,<(*,SELF,#1) --> at>). :|:', + '<(&|,<(*,$1,$2) --> on>,<(*,SELF,$2) --> at>) =|> <(*,SELF,$1) --> reachable>>.', + 'on.' + ) + + tasks_derived = engine.inference(task, belief, belief.term, task_link, term_link, rules) + + self.assertTrue( + output_contains(tasks_derived, '(^go_to,{t003})! %1.00;0.81%') + ) + + + def test_1_14(self): + ''' + nal8.1.14.nal + + '********** [24 + 12 -> 25] + + 'The robot is able to reach t002. + <(*,SELF,{t002}) --> reachable>. :|: + + 'The goal for the robot is to make t002 reachable and then pick it. + (&/,<(*,SELF,{t002}) --> reachable>,(^pick,{t002}))! + + 45 + + 'The goal maybe to pick t002. + ''outputMustContain('(^pick,{t002})! %1.00;0.43%') + + + ''' + rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + '(&/,<(*,SELF,{t002}) --> reachable>,(^pick,{t002}))! ', + '<(*,SELF,{t002}) --> reachable>. :|: ', + 'reachable.' + ) + + tasks_derived = engine.inference(task, belief, belief.term, task_link, term_link, rules) + + self.assertTrue( + output_contains(tasks_derived, '(^pick,{t002})! %1.00;0.43%') + ) + + + def test_1_16(self): + ''' + nal8.1.16.nal + + '********** [24 + 05 -> 27] + + 'The robot is able to reach t002. + <(*,SELF,{t002}) --> reachable>. :|: + + 'If the robot reach t002 and pick it, the robot will hold t002. + <(&/,<(*,SELF,{t002}) --> reachable>,(^pick,{t002}))=/><(*,SELF,{t002}) --> hold>>. + + 1 + + 'If the robot pick t002, it will hold t002. + ''outputMustContain('<(^pick,{t002}) =/> <(*,SELF,{t002}) --> hold>>. :!0: %1.00;0.81%') + + ''' + rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + '<(*,SELF,{t002}) --> reachable>. :|:', + '<(&/,<(*,SELF,{t002}) --> reachable>,(^pick,{t002}))=/><(*,SELF,{t002}) --> hold>>.', + 'reachable.' + ) + + tasks_derived = engine.inference(task, belief, belief.term, task_link, term_link, rules) + + self.assertTrue( + output_contains(tasks_derived, '<(^pick,{t002}) =/> <(*,SELF,{t002}) --> hold>>. :!0: %1.00;0.81%') + ) + + + def test_sequence_0(self): + ''' + (&/, A, B, C). + A. + |- + (&/, B, C). + ''' + # rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + # 'A.', + # '(&/, A, B, C).', + # 'A.' + # ) + + # tasks_derived = engine.inference(task, belief, belief.term, task_link, term_link, rules) + + # self.assertTrue( + # output_contains(tasks_derived, '(&/, B, C). %1.00;0.43%') + # ) + + rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + '(&/, A, B, C). %1.00;0.90%', + 'A. %1.00;0.90%', + '(&/, A, B, C).' + ) + + tasks_derived = engine.inference(task, belief, belief.term, task_link, term_link, rules) + + self.assertTrue( + output_contains(tasks_derived, '(&/, B, C). %1.00;0.81%') + ) + + def test_sequence_1(self): + ''' + C! + (&/, A, B, C). + |- + (&/, A, B)! + ''' + rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + 'C!', + '(&/, A, B, C).', + 'C.' + ) + + tasks_derived = engine.inference(task, belief, belief.term, task_link, term_link, rules) + + self.assertTrue( + output_contains(tasks_derived, '(&/, A, B)! %1.00;0.81%') + ) + + def test_sequence_2(self): + ''' + + (&/, A, B, C)! + A. + |- + (&/, B, C)! + ''' + rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + '(&/, A, B, C)!', + 'A.', + '(&/, A, B, C).' + ) + + tasks_derived = engine.inference(task, belief, belief.term, task_link, term_link, rules) + + self.assertTrue( + output_contains(tasks_derived, '(&/, B, C)! %1.00;0.81%') + ) if __name__ == '__main__': diff --git a/Tests/test_Pong.py b/Tests/test_Pong.py new file mode 100644 index 0000000..6e3888e --- /dev/null +++ b/Tests/test_Pong.py @@ -0,0 +1,85 @@ +from pynars import NARS, Narsese +import unittest + +from pynars.NARS.DataStructures import Bag, Task, Concept, Table +from pynars.NARS.DataStructures._py.Link import TaskLink, TermLink +from pynars.Narsese import Judgement, Term, Statement, Copula, Truth + +from pathlib import Path +from pynars.Narsese import Compound, Connector +from pynars.NAL.MetaLevelInference.VariableSubstitution import * +from pynars.Narsese import VarPrefix, Variable +from pynars.NARS.RuleMap import RuleMap +from pynars.NARS import Reasoner as Reasoner + +import Tests.utils_for_test as utils_for_test +from Tests.utils_for_test import * + + +class TEST_PONG(unittest.TestCase): + + + def test_0(self): + ''' + ''' + rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + '(&|, dist_x_zero, dist_y_zero)! %1.00;0.90%', + 'dist_x_zero.', + 'dist_x_zero.', is_belief_term=True) + + tasks_derived = engine.inference(task, None, belief.term, task_link, term_link, rules) + self.assertTrue( + output_contains(tasks_derived, 'dist_x_zero! %1.00;0.81%') + ) + + pass + + + def test_1(self): + ''' + ''' + rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + 'dist_y_decrease!', + '<(&/, <(*, ball, {SELF})-->[left]>, (^move, right)) =/> dist_y_decrease>. %1.00;0.90%', + 'dist_y_decrease.') + + tasks_derived = engine.inference(task, belief, belief.term, task_link, term_link, rules) + self.assertTrue( + output_contains(tasks_derived, '(&/, <(*, ball, {SELF})-->[left]>, (^move, right))! %1.00;0.81%') + ) + + pass + + def test_2(self): + ''' + ''' + rules, task, belief, concept, task_link, term_link, result1, result2 = rule_map_two_premises( + '<{SELF}-->[good]>!', + '<<(*, left)-->^move>=/><{SELF}-->[good]>>.', + '<{SELF}-->[good]>.') + + tasks_derived = engine.inference(task, belief, belief.term, task_link, term_link, rules) + self.assertTrue( + output_contains(tasks_derived, '<(*, left)-->^move>! %1.00;0.81%') + ) + + pass + + +if __name__ == '__main__': + + test_classes_to_run = [ + TEST_PONG + ] + + loader = unittest.TestLoader() + + suites = [] + for test_class in test_classes_to_run: + suite = loader.loadTestsFromTestCase(test_class) + suites.append(suite) + + suites = unittest.TestSuite(suites) + + runner = unittest.TextTestRunner() + results = runner.run(suites) \ No newline at end of file diff --git a/Tests/test_RuleMap/_trash/test_RuleLUT.py b/Tests/test_RuleMap/_trash/test_RuleLUT.py index 8283b48..0522952 100644 --- a/Tests/test_RuleMap/_trash/test_RuleLUT.py +++ b/Tests/test_RuleMap/_trash/test_RuleLUT.py @@ -8,7 +8,7 @@ from pynars.NARS.DataStructures import Bag, Task, Concept from pynars.Narsese import Judgement, Term, Statement, Copula, Truth -from pynars.utils.SparseLUT import SparseLUT +from sparse_lut import SparseLUT from pynars.NARS.RuleMap.RuleMap import CommonId diff --git a/Tests/test_RuleMap/test_sparse_lut.py b/Tests/test_RuleMap/test_sparse_lut.py index d247b49..2a9c5bd 100644 --- a/Tests/test_RuleMap/test_sparse_lut.py +++ b/Tests/test_RuleMap/test_sparse_lut.py @@ -7,9 +7,9 @@ from pynars.NARS.DataStructures import Bag, Task, Concept from pynars.Narsese import Judgement, Term, Statement, Copula, Truth -from pynars.utils.SparseLUT import SparseLUT, Any -from pynars.utils.tools import get_size -from pynars.NARS.RuleMap.RuleMap import CommonId +from sparse_lut import SparseLUT, Any +# from pynars.utils.tools import get_size +# from pynars.NARS.RuleMap.RuleMap import CommonId from pynars.utils.SparseLUT.branch_list import Node class TEST_SparseLUT(unittest.TestCase): diff --git a/Tests/test_single_step.py b/Tests/test_single_step.py new file mode 100644 index 0000000..e69de29 diff --git a/Tests/utils_for_test.py b/Tests/utils_for_test.py index 01b8430..e98c5ed 100644 --- a/Tests/utils_for_test.py +++ b/Tests/utils_for_test.py @@ -38,7 +38,7 @@ def rule_map_two_premises(premise1: str, premise2: str, term_common: str, invers if index_belief is None: - if belief.term == concept.term: index_task = () + if belief.term == concept.term: index_belief = () else: if belief.term.complexity > concept.term.complexity: indices_belief = Link.get_index(belief.term, concept.term) else: indices_belief = Link.get_index(concept.term, belief.term) @@ -61,7 +61,7 @@ def rule_map_task_only(premise1: str, conecept_term: str, index_concept_task: tu concept = nars.memory.take_by_key(concept_term) task_link = concept.task_links.take_by_key(TaskLink(concept, task, None, index=index_concept_task)) - rules = engine.match(task, None, None, task_link, None) + _, _, rules = engine.match(task, None, None, task_link, None) return rules, task, concept, task_link, result1 diff --git a/pynars/Console.py b/pynars/Console.py index b6acfdc..a25b5c7 100644 --- a/pynars/Console.py +++ b/pynars/Console.py @@ -64,41 +64,32 @@ def run_line(nars: Reasoner, line: str): except: out_print(PrintType.ERROR, f'Unknown error: {line}') -def run_nars(filepath: str=None): - # info('Console') - seed = 137 - rand_seed(137) - out_print(PrintType.COMMENT, f'rand_seed={seed}', comment_title='Setup') - - - out_print(PrintType.COMMENT, 'Init...', comment_title='NARS') - nars = Reasoner(100, 100) - out_print(PrintType.COMMENT, 'Run...', comment_title='NARS') - def handle_lines(lines: str): - tasks_lines = [] - for line in lines.split('\n'): - if len(line) == 0: continue - - tasks_line = run_line(nars, line) - if tasks_line is not None: - tasks_lines.extend(tasks_line) - - tasks_lines: List[Tuple[List[Task], Task, Task, List[Task], Task, Tuple[Task, Task]]] - for tasks_line in tasks_lines: - tasks_derived, judgement_revised, goal_revised, answers_question, answers_quest, (task_operation_return, task_executed) = tasks_line - for task in tasks_derived: out_print(PrintType.OUT, task.sentence.repr(), *task.budget) - - if judgement_revised is not None: out_print(PrintType.OUT, judgement_revised.sentence.repr(), *judgement_revised.budget) - if goal_revised is not None: out_print(PrintType.OUT, goal_revised.sentence.repr(), *goal_revised.budget) - if answers_question is not None: - for answer in answers_question: out_print(PrintType.ANSWER, answer.sentence.repr(), *answer.budget) - if answers_quest is not None: - for answer in answers_quest: out_print(PrintType.ANSWER, answers_quest.sentence.repr(), *answers_quest.budget) - if task_executed is not None: - out_print(PrintType.EXE, f'{task_executed.term.repr()} = {str(task_operation_return) if task_operation_return is not None else None}') +def handle_lines(nars: Reasoner, lines: str): + tasks_lines = [] + for line in lines.split('\n'): + if len(line) == 0: continue - + tasks_line = run_line(nars, line) + if tasks_line is not None: + tasks_lines.extend(tasks_line) + + tasks_lines: List[Tuple[List[Task], Task, Task, List[Task], Task, Tuple[Task, Task]]] + for tasks_line in tasks_lines: + tasks_derived, judgement_revised, goal_revised, answers_question, answers_quest, (task_operation_return, task_executed) = tasks_line + for task in tasks_derived: out_print(PrintType.OUT, task.sentence.repr(), *task.budget) + + if judgement_revised is not None: out_print(PrintType.OUT, judgement_revised.sentence.repr(), *judgement_revised.budget) + if goal_revised is not None: out_print(PrintType.OUT, goal_revised.sentence.repr(), *goal_revised.budget) + if answers_question is not None: + for answer in answers_question: out_print(PrintType.ANSWER, answer.sentence.repr(), *answer.budget) + if answers_quest is not None: + for answer in answers_quest: out_print(PrintType.ANSWER, answers_quest.sentence.repr(), *answers_quest.budget) + if task_executed is not None: + out_print(PrintType.EXE, f'{task_executed.term.repr()} = {str(task_operation_return) if task_operation_return is not None else None}') + + +def run_file(nars: Reasoner, filepath: str=None): # handle the file if filepath is not None: filepath: Path = Path(filepath) @@ -106,14 +97,27 @@ def handle_lines(lines: str): out_print(PrintType.COMMENT, f'Run file <{filename}>.', comment_title='NARS') with open(filepath, 'r') as f: lines = f.read() - handle_lines(lines) - out_print(PrintType.COMMENT, 'Console.', comment_title='NARS') + handle_lines(nars, lines) + + +def run_nars(filepath: str): + '''''' + # info('Console') + seed = 137 + rand_seed(seed) + out_print(PrintType.COMMENT, f'rand_seed={seed}', comment_title='Setup') + nars = Reasoner(100, 100) + out_print(PrintType.COMMENT, 'Init...', comment_title='NARS') + out_print(PrintType.COMMENT, 'Run...', comment_title='NARS') + run_file(nars, filepath) # console + out_print(PrintType.COMMENT, 'Console.', comment_title='NARS') while True: out_print(PrintType.COMMENT, '', comment_title='Input', end='') lines = input() - handle_lines(lines) + handle_lines(nars, lines) + if __name__ == '__main__': parser = argparse.ArgumentParser(description='Parse NAL files.') diff --git a/pynars/NAL/Functions/BudgetFunctions.py b/pynars/NAL/Functions/BudgetFunctions.py index dcf584c..810ea1b 100644 --- a/pynars/NAL/Functions/BudgetFunctions.py +++ b/pynars/NAL/Functions/BudgetFunctions.py @@ -1,4 +1,5 @@ # from pynars.NARS.DataStructures._py.Link import TermLink +from math import log2 from pynars.Narsese import Budget, Truth, Term from pynars.Config import Config from .ExtendedBooleanFunctions import * @@ -58,6 +59,7 @@ def Budget_inference(quality: float, budget_tasklink: Budget, budget_termlink: B ''' Ref. OpenNARS 3.1.0 BudgetFunctions.java line 292~317. ''' + complexity = 1 + log2(complexity) p = budget_tasklink.priority d = budget_tasklink.durability/complexity q = quality/complexity @@ -66,7 +68,8 @@ def Budget_inference(quality: float, budget_tasklink: Budget, budget_termlink: B d = And(d, budget_termlink.durability) # budget_termlink.priority = min(1.0, Or(budget_termlink.priority, Or(q, budget_belief.priority))) # budget_termlink.durability = min(1.0-Config.budget_epsilon, Or(budget_termlink.durability, q)) - + # d = Scalar(d) + # q = Scalar(q) return Budget(p, d, q) # , budget_termlink diff --git a/pynars/NAL/Functions/ExtendedBooleanFunctions.py b/pynars/NAL/Functions/ExtendedBooleanFunctions.py index 5eada78..5eb4440 100644 --- a/pynars/NAL/Functions/ExtendedBooleanFunctions.py +++ b/pynars/NAL/Functions/ExtendedBooleanFunctions.py @@ -3,4 +3,9 @@ Not = lambda x: (1-x) And = lambda *x: np.prod(x) Or = lambda *x: 1 - np.prod(1-np.array(x)) -Average = lambda *x: np.mean(x) \ No newline at end of file +Average = lambda *x: np.mean(x) + +def Scalar(x): + x = 0.5 + 4*(x-0.5)**3 + x = 0.001 if x < 0.001 else 0.999 if x > 0.999 else x + return x \ No newline at end of file diff --git a/pynars/NAL/Inference/CompositionalRules.py b/pynars/NAL/Inference/CompositionalRules.py index 73d02f1..daacb10 100644 --- a/pynars/NAL/Inference/CompositionalRules.py +++ b/pynars/NAL/Inference/CompositionalRules.py @@ -88,14 +88,14 @@ def difference_extension(task: Task, belief: Belief, budget_tasklink: Budget=Non return Task(sentence_derived, budget) -def difference_extension2(task: Task, belief: Belief, budget_tasklink: Budget=None, budget_termlink: Budget=None, inverse_premise: bool=False, inverse_copula: bool=False): - ''' - j1: T1>. %f1;c1% - j2: T2>. %f2;c2% - |- - j3: (-, T2, T1)>. %F_dif'% - ''' - difference_extension(task, belief, budget_tasklink, budget_termlink, inverse_premise=True) +# def difference_extension2(task: Task, belief: Belief, budget_tasklink: Budget=None, budget_termlink: Budget=None, inverse_premise: bool=False, inverse_copula: bool=False): +# ''' +# j1: T1>. %f1;c1% +# j2: T2>. %f2;c2% +# |- +# j3: (-, T2, T1)>. %F_dif'% +# ''' +# difference_extension(task, belief, budget_tasklink, budget_termlink, inverse_premise=True) '''First-order with common predicate''' @@ -158,7 +158,7 @@ def difference_intension(task: Task, belief: Belief, budget_tasklink: Budget=Non j1: M>. %f1;c1% j2: M>. %f2;c2% |- - j3: <(~, T1, T2) --> M>. %F_uni% + j3: <(~, T1, T2) --> M>. %F_dif% ''' premise1, premise2 = (task.sentence, belief.sentence) if not inverse_premise else (belief.sentence, task.sentence) @@ -173,21 +173,21 @@ def difference_intension(task: Task, belief: Belief, budget_tasklink: Budget=Non statement = Statement(compound, Copula.Inheritance, stat1.predicate) if task.is_judgement: - truth = Truth_union(premise1.truth, premise2.truth) + truth = Truth_difference(premise1.truth, premise2.truth) budget = Budget_forward_compound(statement, truth, budget_tasklink, budget_termlink) sentence_derived = Judgement(statement, stamp, truth) else: raise "Invalid case." return Task(sentence_derived, budget) -def difference_intension2(task: Task, belief: Belief, budget_tasklink: Budget=None, budget_termlink: Budget=None, inverse_premise: bool=False, inverse_copula: bool=False): - ''' - j1: M>. %f1;c1% - j2: M>. %f2;c2% - |- - j3: <(~, T2, T1) --> M>. %F_uni% - ''' - difference_intension(task, belief, budget_tasklink, budget_termlink, inverse_premise=True) +# def difference_intension2(task: Task, belief: Belief, budget_tasklink: Budget=None, budget_termlink: Budget=None, inverse_premise: bool=False, inverse_copula: bool=False): +# ''' +# j1: M>. %f1;c1% +# j2: M>. %f2;c2% +# |- +# j3: <(~, T2, T1) --> M>. %F_dif'% +# ''' +# difference_intension(task, belief, budget_tasklink, budget_termlink, inverse_premise=True) @@ -344,7 +344,7 @@ def disjunction_composition(task: Task, belief: Belief, budget_tasklink: Budget= stat2: Statement = premise2.term stamp = Stamp_merge(stamp_task, stamp_belief) - statement = Compound.Disjunction(stat1.subject, stat2.subject) + statement = Compound.Disjunction(stat1, stat2) if task.is_judgement: truth = Truth_union(premise1.truth, premise2.truth) diff --git a/pynars/NAL/Inference/ConditionalSyllogisticRules.py b/pynars/NAL/Inference/ConditionalSyllogisticRules.py index b82d9e6..9bfe8df 100644 --- a/pynars/NAL/Inference/ConditionalSyllogisticRules.py +++ b/pynars/NAL/Inference/ConditionalSyllogisticRules.py @@ -487,12 +487,12 @@ def induction_compound_replace(task: Task, belief: Belief, budget_tasklink: Budg return Task(sentence_derived, budget) -def analogy_compound_replace(task: Task, belief: Belief, budget_tasklink: Budget=None, budget_termlink: Budget=None, inverse_premise: bool=False, inverse_copula: bool=False): +def analogy_compound_eliminate(task: Task, belief: Belief, budget_tasklink: Budget=None, budget_termlink: Budget=None, inverse_premise: bool=False, inverse_copula: bool=False): ''' S - (&&, C, S) <=> P + (&&, C, S, ...) <=> P |- - C <=> P + (&&, C, ...) <=> P ''' premise1, premise2 = (task.sentence, belief.sentence) if not inverse_premise else (belief.sentence, task.sentence) diff --git a/pynars/NAL/Inference/LocalRules.py b/pynars/NAL/Inference/LocalRules.py index 72222d5..33b87b9 100644 --- a/pynars/NAL/Inference/LocalRules.py +++ b/pynars/NAL/Inference/LocalRules.py @@ -1,6 +1,7 @@ from typing import List, Union from pynars.NAL.Functions.BudgetFunctions import Budget_revision from pynars.NAL.Functions.ExtendedBooleanFunctions import Or +from pynars.NAL.Functions.StampFunctions import Stamp_merge from pynars.Narsese import Stamp, Task from pynars.Narsese._py.Budget import Budget from pynars.Narsese._py.Sentence import Goal, Quest, Question @@ -15,6 +16,12 @@ from pynars.NAL.Functions.Tools import calculate_solution_quality, truth_to_quality def revision(task: Task, belief: Task, budget_tasklink: Budget=None, budget_termlink: Budget=None): + ''' + S. %f1;c1% + S. %f2;c2% + |- + S. %F_rev% + ''' premise1: Judgement = task.sentence premise2: Judgement = belief.sentence truth1 = premise1.truth @@ -25,9 +32,16 @@ def revision(task: Task, belief: Task, budget_tasklink: Budget=None, budget_term truth = Truth_revision(truth1, truth2) budget, *_ = Budget_revision(task.budget, truth1, truth2, truth, budget_tasklink=budget_tasklink, budget_termlink=budget_termlink) term = premise1.term - stamp: Stamp = deepcopy(task.sentence.stamp) # Stamp(Global.time, task.sentence.stamp.t_occurrence, None, (j1.stamp.evidential_base | j2.stamp.evidential_base)) - stamp.evidential_base.extend(premise2.evidential_base) - return Task(Judgement(term, stamp, truth), budget) + # stamp: Stamp = deepcopy(task.sentence.stamp) # Stamp(Global.time, task.sentence.stamp.t_occurrence, None, (j1.stamp.evidential_base | j2.stamp.evidential_base)) + # stamp.evidential_base.extend(premise2.evidential_base) + stamp: Stamp = Stamp_merge(premise1.stamp, premise2.stamp) + if task.is_judgement: + task = Task(Judgement(term, stamp, truth), budget) + elif task.is_goal: + task = Task(Goal(term, stamp, truth), budget) + else: + raise "Invalid case." + return task def solution_question(task: Task, belief: Belief, budget_tasklink: Budget=None, budget_termlink: Budget=None): question: Union[Question, Quest] = task.sentence diff --git a/pynars/NAL/Inference/SyllogisticRules.py b/pynars/NAL/Inference/SyllogisticRules.py index f3e4984..a11a301 100644 --- a/pynars/NAL/Inference/SyllogisticRules.py +++ b/pynars/NAL/Inference/SyllogisticRules.py @@ -355,21 +355,21 @@ def induction(task: Task, belief: Belief, budget_tasklink: Budget=None, budget_t statement = Statement(stat2.predicate, stat1.copula, stat1.predicate) - if punct_task.is_judgement: + if task.is_judgement: truth = Truth_induction(premise1.truth, premise2.truth) budget = Budget_forward(truth, budget_tasklink, budget_termlink) sentence_derived = Judgement(statement, stamp, truth) - elif punct_task.is_goal: + elif task.is_goal: Desire_function = Desire_strong if not inverse_premise else Desire_weak truth = Desire_function(premise1.truth, premise2.truth) budget = Budget_forward(truth, budget_tasklink, budget_termlink) sentence_derived = Goal(statement, stamp, truth) - elif punct_task.is_question: + elif task.is_question: curiosity = None # TODO Budget_function = Budget_backward if not inverse_premise else Budget_backward_weak budget = Budget_function(truth_belief, budget_tasklink, budget_termlink) sentence_derived = Question(statement, stamp, curiosity) - elif punct_task.is_quest: + elif task.is_quest: curiosity = None # TODO Budget_function = Budget_backward_weak if not inverse_premise else Budget_backward budget = Budget_function(truth_belief, budget_tasklink, budget_termlink) diff --git a/pynars/NAL/Inference/TemporalRules.py b/pynars/NAL/Inference/TemporalRules.py index 0bad962..4380729 100644 --- a/pynars/NAL/Inference/TemporalRules.py +++ b/pynars/NAL/Inference/TemporalRules.py @@ -45,10 +45,13 @@ def deduction_sequence_eliminate(task: Task, belief: Belief, budget_tasklink: Bu t_bias = int(interval) compound = None - if compound is not None: statement = Statement(compound, stat1.copula, stat1.predicate) - else: statement = stat1.predicate + if compound is not None: + statement = Statement(compound, stat1.copula, stat1.predicate) + stamp = Stamp_merge(stamp_task, stamp_belief, None, t_bias=t_bias) + else: + statement = stat1.predicate + stamp = Stamp_merge(stamp_task, stamp_belief, stat1.copula, t_bias=t_bias) - stamp = Stamp_merge(stamp_task, stamp_belief, stat1.copula, t_bias=t_bias) if task.is_judgement: truth = Truth_deduction(premise1.truth, premise2.truth) @@ -121,6 +124,7 @@ def deduction_sequence_replace(task: Task, belief: Belief, budget_tasklink: Budg return Task(sentence_derived, budget) + def abduction(task: Task, belief: Belief, budget_tasklink: Budget=None, budget_termlink: Budget=None, inverse_premise: bool=False, inverse_copula: bool=False): ''' Testcase: nal7.18.nal @@ -219,14 +223,14 @@ def analogy(task: Task, belief: Belief, budget_tasklink: Budget=None, budget_ter elif stat2.subject == stat1_subject: if copula1 is Copula.ConcurrentImplication and copula2 is Copula.PredictiveEquivalence: # {A=|>B>. C>.} |- C>. - copula = copula.inverse() + copula = copula.reverse statement = Statement(stat2.predicate, copula, stat1_predicate) else: raise "Invalid case." else: if stat2.predicate == stat1_predicate: if copula1 is Copula.ConcurrentImplication and copula2 is Copula.PredictiveEquivalence: # {A=|>B>. B>.} |- C>. - copula = copula.inverse() + copula = copula.reverse statement = Statement(stat1_subject, copula, stat2.subject) elif stat2.subject == stat1_predicate: statement = Statement(stat1_subject, copula, stat2.predicate) @@ -261,8 +265,19 @@ def analogy(task: Task, belief: Belief, budget_tasklink: Budget=None, budget_ter (Copula.ConcurrentImplication, Copula.ConcurrentEquivalence): Copula.ConcurrentImplication, } + def sequence(task: Task, belief: Belief, budget_tasklink: Budget=None, budget_termlink: Budget=None, inverse_premise: bool=False, inverse_copula: bool=False): ''' + (&/, A, B, C). + A. + |- + (&/, B, C). + + (&/, A, B, C). + C! + |- + (&/, A, B)! + (&/, A, B, C)! A. |- @@ -279,7 +294,7 @@ def sequence(task: Task, belief: Belief, budget_tasklink: Budget=None, budget_te compound: Compound = stat1 if compound.connector is Connector.SequentialEvents: - compound_terms = compound.terms[1:] + compound_terms = compound.terms[1:] if not inverse_copula else compound.terms[:-1] if compound.is_multiple_only and len(compound_terms)==1: compound = compound_terms[0] else: @@ -302,6 +317,75 @@ def sequence(task: Task, belief: Belief, budget_tasklink: Budget=None, budget_te return Task(sentence_derived, budget) +def parallel(task: Task, belief: Belief, budget_tasklink: Budget=None, budget_termlink: Budget=None, inverse_premise: bool=False, inverse_copula: bool=False): + ''' + (&|, A, B, C)! + A. + |- + (&|, B, C)! + + ''' + premise1, premise2 = (task.sentence, belief.sentence) if not inverse_premise else (belief.sentence, task.sentence) + + stamp_task: Stamp = task.stamp + stamp_belief: Stamp = belief.stamp + + stat1: Statement = premise1.term + stat2: Statement = premise2.term + + statement = stat1 - stat2 + + stamp = Stamp_merge(stamp_task, stamp_belief) + + if task.is_goal: + truth = Desire_deduction(task.truth, belief.truth) + budget = Budget_forward(truth, budget_tasklink, budget_termlink) + sentence_derived = Goal(statement, stamp, truth) + else: raise "Invalid case." + + return Task(sentence_derived, budget) + + + +def sequence_immediate(task: Task, term_belief: Term, budget_tasklink: Budget=None, budget_termlink: Budget=None, inverse_premise: bool=False, inverse_copula: bool=False): + ''' + (&/, A, B, C)! + A + |- + A! + ''' + + stamp: Stamp = copy(task.stamp) + + if task.is_goal: + truth = Desire_deduction(task.truth, truth_analytic) + budget = Budget_forward(truth, budget_tasklink, budget_termlink) + sentence_derived = Goal(term_belief, stamp, truth) + else: raise "Invalid case." + + return Task(sentence_derived, budget) + +def parallel_immediate(task: Task, term_belief: Term, budget_tasklink: Budget=None, budget_termlink: Budget=None, inverse_premise: bool=False, inverse_copula: bool=False): + ''' + (&|, A, B, C)! + A + |- + A! + ''' + + stamp: Stamp = copy(task.stamp) + + if task.is_goal: + truth = Desire_deduction(task.truth, truth_analytic) + budget = Budget_forward(truth, budget_tasklink, budget_termlink) + sentence_derived = Goal(term_belief, stamp, truth) + else: raise "Invalid case." + + return Task(sentence_derived, budget) + + + + def sequence_predictive_implication(task: Task, belief: Belief, budget_tasklink: Budget=None, budget_termlink: Budget=None, inverse_premise: bool=False, inverse_copula: bool=False): ''' (&/, A, B, C) =/> D! @@ -536,7 +620,7 @@ def induction_predictive_implication_composition(task: Task, belief: Belief, bud stat1: Statement = premise1.term stat2: Statement = premise2.term - # stat2_subject, stat2_predicate, stat2_copula = (stat2.subject, stat2.predicate, stat2.copula) if not inverse_copula else (stat2.predicate, stat2.subject, stat2.copula.inverse()) + # stat2_subject, stat2_predicate, stat2_copula = (stat2.subject, stat2.predicate, stat2.copula) if not inverse_copula else (stat2.predicate, stat2.subject, stat2.copula.reverse) time_diff = premise2.stamp.t_occurrence - premise1.stamp.t_occurrence interval = Interval(abs(time_diff)) @@ -564,7 +648,7 @@ def induction_predictive_implication_composition(task: Task, belief: Belief, bud predicate = Compound.SequentialEvents(stat2.predicate, interval, stat1) stamp = Stamp_merge(premise1.stamp, premise2.stamp) if inverse_copula: - subject, copula, predicate = predicate, copula.inverse(), subject + subject, copula, predicate = predicate, copula.reverse, subject statement = Statement(subject, copula, predicate) if task.is_judgement: @@ -608,23 +692,23 @@ def induction_retrospective_implication_composition(task: Task, belief: Belief, # # predicate = stat2.predicate subject = stat2.predicate - copula = stat2.copula.inverse() + copula = stat2.copula.reverse predicate = Compound.ParallelEvents(stat1, stat2.subject) stamp = Stamp_merge(stamp_task, stamp_belief) elif time_diff > 0: # predictive subject = Compound.SequentialEvents(stat1, interval, stat2.predicate) - copula = stat2.copula.inverse() + copula = stat2.copula.reverse predicate = stat2.subject stamp = Stamp_merge(premise2.stamp, premise1.stamp) else: # time_diff < 0 # retrospective subject = stat2.predicate - copula = stat2.copula.inverse() + copula = stat2.copula.reverse predicate = Compound.SequentialEvents(stat2.subject, interval, stat1) stamp = Stamp_merge(premise1.stamp, premise2.stamp) if inverse_copula: - subject, copula, predicate = predicate, copula.inverse(), subject + subject, copula, predicate = predicate, copula.reverse, subject statement = Statement(subject, copula, predicate) if task.is_judgement: @@ -658,7 +742,7 @@ def induction_predictive_equivalance_composition(task: Task, belief: Belief, bud stat1: Statement = premise1.term stat2: Statement = premise2.term - # stat2_subject, stat2_predicate, stat2_copula = (stat2.subject, stat2.predicate, stat2.copula) if not inverse_copula else (stat2.predicate, stat2.subject, stat2.copula.inverse()) + # stat2_subject, stat2_predicate, stat2_copula = (stat2.subject, stat2.predicate, stat2.copula) if not inverse_copula else (stat2.predicate, stat2.subject, stat2.copula.reverse) time_diff = premise2.stamp.t_occurrence - premise1.stamp.t_occurrence interval = Interval(abs(time_diff)) @@ -686,7 +770,7 @@ def induction_predictive_equivalance_composition(task: Task, belief: Belief, bud predicate = Compound.SequentialEvents(stat2.predicate, interval, stat1) stamp = Stamp_merge(premise1.stamp, premise2.stamp) if inverse_copula: - subject, copula, predicate = predicate, copula.inverse(), subject + subject, copula, predicate = predicate, copula.reverse, subject statement = Statement(subject, copula, predicate) if task.is_judgement: @@ -746,7 +830,7 @@ def induction_retrospective_equivalance_composition(task: Task, belief: Belief, predicate = Compound.SequentialEvents(stat2.subject, interval, stat1) stamp = Stamp_merge(premise1.stamp, premise2.stamp) if inverse_copula: - subject, copula, predicate = predicate, copula.inverse(), subject + subject, copula, predicate = predicate, copula.reverse, subject statement = Statement(subject, copula, predicate) if task.is_judgement: diff --git a/pynars/NAL/Inference/__init__.py b/pynars/NAL/Inference/__init__.py index 84bb719..a7c5079 100644 --- a/pynars/NAL/Inference/__init__.py +++ b/pynars/NAL/Inference/__init__.py @@ -6,9 +6,7 @@ conjunction_intension as compositional__conjunction_intension, \ conjunstion_composition as compositional__conjunstion_composition, \ difference_extension as compositional__difference_extension, \ - difference_extension2 as compositional__difference_extension2, \ difference_intension as compositional__difference_intension, \ - difference_intension2 as compositional__difference_intension2, \ disjunction_composition as compositional__disjunction_composition, \ disjunction_extension as compositional__disjunction_extension, \ disjunction_intension as compositional__disjunction_intension, \ @@ -22,7 +20,7 @@ abduction_compound_eliminate as conditional__abduction_compound_eliminate, \ abduction_compound_eliminate2 as conditional__abduction_compound_eliminate2, \ analogy as conditional__analogy, \ - analogy_compound_replace as conditional__analogy_compound_replace, \ + analogy_compound_eliminate as conditional__analogy_compound_eliminate, \ comparison as conditional__comparison, \ deduction as conditional__deduction, \ deduction_compound_eliminate as conditional__deduction_compound_eliminate, \ @@ -65,6 +63,9 @@ induction_predictive_implication_composition as temporal__induction_predictive_implication_composition, \ induction_retrospective_equivalance_composition as temporal__induction_retrospective_equivalance_composition, \ induction_retrospective_implication_composition as temporal__induction_retrospective_implication_composition, \ + parallel as temporal__parallel, \ + parallel_immediate as temporal__parallel_immediate, \ sequence as temporal__sequence, \ + sequence_immediate as temporal__sequence_immediate, \ sequence_predictive_implication as temporal__sequence_predictive_implication diff --git a/pynars/NAL/MetaLevelInference/VariableSubstitution/Unification.py b/pynars/NAL/MetaLevelInference/VariableSubstitution/Unification.py index 9cbb6a4..db09e42 100644 --- a/pynars/NAL/MetaLevelInference/VariableSubstitution/Unification.py +++ b/pynars/NAL/MetaLevelInference/VariableSubstitution/Unification.py @@ -72,4 +72,6 @@ def unification__var_const(term1: Term, term2: Term, pos_common1: List[IntVar], def unification() -> Substitution: - '''''' \ No newline at end of file + ''' + "The procedure of finding a possible substitution is called “unification”, which has been specified in the study of reasoning systems [Russell and Norvig (2010)]. "[Ref: NAL Book, Page 133] + ''' \ No newline at end of file diff --git a/pynars/NAL/Theorems/StructuralRules.py b/pynars/NAL/Theorems/StructuralRules.py index 0817bb9..990e605 100644 --- a/pynars/NAL/Theorems/StructuralRules.py +++ b/pynars/NAL/Theorems/StructuralRules.py @@ -15,7 +15,7 @@ def uni_composition(task: Task, term_concept: Term, budget_tasklink: Budget=None

S>. (inverse_copula: P>.) (|, P, Q) (inverse_copula: (&, P, Q)) |- - <(&, P, Q) --> S>. (inverse_copula: (|, P, Q)>.) + <(|, P, Q) --> S>. (inverse_copula: (&, P, Q)>.) ''' stamp_task: Stamp = task.stamp premise: Judgement = task.sentence @@ -92,8 +92,8 @@ def uni_decomposition(task: Task, term_concept: Term, budget_tasklink: Budget=No premise: Judgement = task.sentence stat: Statement = premise.term - subject: Compound | Term = stat.subject if not inverse_copula else term_concept - predicate: Compound | Term = term_concept if not inverse_copula else stat.predicate + subject: Union[Compound, Term] = stat.subject if not inverse_copula else term_concept + predicate: Union[Compound, Term] = term_concept if not inverse_copula else stat.predicate truth = Truth_deduction(premise.truth, truth_analytic) statement = Statement(subject, stat.copula, predicate) @@ -648,10 +648,13 @@ def implication_theorem3(task: Task, term_concept: Term, budget_tasklink: Budget elif premise.is_question: sentence_derived = Question(term_concept, stamp) budget = Budget_backward_compound(premise.term, budget_tasklink, budget_termlink) + # budget = Budget_backward_compound(sentence_derived.term, budget_tasklink, budget_termlink) + elif premise.is_quest: sentence_derived = Quest(term_concept, stamp) budget = Budget_backward_compound(premise.term, budget_tasklink, budget_termlink) - else: raise 'Invalid case.' + # budget = Budget_backward_compound(sentence_derived.term, budget_tasklink, budget_termlink) + else: raise 'Invalid case.' return Task(sentence_derived, budget) diff --git a/pynars/NAL/Theorems/TransformRules.py b/pynars/NAL/Theorems/TransformRules.py index d537b1e..27e4d7b 100644 --- a/pynars/NAL/Theorems/TransformRules.py +++ b/pynars/NAL/Theorems/TransformRules.py @@ -30,9 +30,10 @@ def product_to_image(task: Task, term_concept: Term, budget_tasklink: Budget=Non subject = compound_product[idx_product] predicate = Compound.ExtensionalImage(term_relation, compound_product=compound_product, idx=idx_product) else: raise "Invalid case." - stat_image = Statement(subject, stat_product.copula, predicate) + stat_image = Statement(subject, stat_product.copula, predicate) # BUG: the statment input should be replaced with `stat_image`, not using the stat_image as the statement output. budget = task.budget stamp = task.stamp + # term_task if task.is_judgement: truth = task.truth diff --git a/pynars/NARS/Control/Reasoner.py b/pynars/NARS/Control/Reasoner.py index b260197..2f1d035 100644 --- a/pynars/NARS/Control/Reasoner.py +++ b/pynars/NARS/Control/Reasoner.py @@ -1,15 +1,19 @@ from os import remove from pynars.NAL.Functions.Tools import truth_to_quality +from pynars.NARS.DataStructures._py.Channel import Channel from pynars.NARS.DataStructures._py.Link import TaskLink from pynars.NARS.InferenceEngine import TemporalEngine +# from pynars.NARS.Operation import Interface_Awareness from pynars.Narsese._py.Budget import Budget +from pynars.Narsese._py.Statement import Statement +from pynars.Narsese._py.Task import Belief from ..DataStructures import Bag, Memory, NarseseChannel, Buffer, Task, Concept from ..InferenceEngine import GeneralEngine from pynars import Config from pynars.Config import Enable -from typing import List, Tuple, Union -import pynars.NARS.MentalOperation as MentalOperation +from typing import Callable, List, Tuple, Union +import pynars.NARS.Operation as Operation from pynars import Global class Reasoner: @@ -25,8 +29,10 @@ def __init__(self, n_memory, capacity, config='./config.json') -> None: self.overall_experience = Buffer(capacity) self.internal_experience = Buffer(capacity) self.narsese_channel = NarseseChannel(capacity) - self.channels = [ - self.narsese_channel + self.perception_channel = Channel(capacity) + self.channels: List[Channel] = [ + self.narsese_channel, + self.perception_channel ] # TODO: other channels self.sequence_buffer = Buffer(capacity) @@ -50,9 +56,10 @@ def cycle(self): '''Everything to do by NARS in a single working cycle''' # step 1. Take out an Item from `Channels`, and then put it into the `Overall Experience` - task_in: Task = self.narsese_channel.take() - if task_in is not None: - self.overall_experience.put(task_in) + for channel in self.channels: + task_in: Task = channel.take() + if task_in is not None: + self.overall_experience.put(task_in) # step 2. Take out an Item from the `Internal Experience`, with putting it back afterwards, and then put it into the `Overall Experience` task: Task = self.internal_experience.take(remove=True) @@ -100,7 +107,7 @@ def cycle(self): self.memory.put_back(concept) # temporal induction in NAL-7 - if task is not None and task.is_judgement and task.is_external_event: + if False and task is not None and task.is_judgement and task.is_external_event: concept_task: Concept = self.memory.take_by_key(task.term, remove=False) tasks_derived.extend( self.temporal_inference.step( @@ -113,10 +120,28 @@ def cycle(self): pass # TODO: select a task from `self.sequence_buffer`? # mental operation of NAL-9 - task_operation_return, task_executed, belief_awared = self.mental_operation(task, concept, answers_question, answers_quest) - if task_operation_return is not None: tasks_derived.append(task_operation_return) - if task_executed is not None: tasks_derived.append(task_executed) - if belief_awared is not None: tasks_derived.append(belief_awared) + task_operation_return, task_executed = None, None + if False: + task_operation_return, task_executed, belief_awared = self.mental_operation(task, concept, answers_question, answers_quest) + if task_operation_return is not None: tasks_derived.append(task_operation_return) + if task_executed is not None: tasks_derived.append(task_executed) + if belief_awared is not None: tasks_derived.append(belief_awared) + + # execute registered operations + if task is not None and task.is_executable: + from pynars.NARS import Operation + stat: Statement = task.term + op = stat.predicate + if op in Operation.registered_operations and not task.is_mental_operation: + # to judge whether the goal is satisfied + task_operation_return, task_executed = Operation.execute(task, concept, self.memory) + concept_task = self.memory.take_by_key(task, remove=False) + if concept_task is not None: + belief: Belief = concept_task.match_belief(task.sentence) + if belief is not None: + task.budget.reduce_by_achieving_level(belief.truth.e) + if task_operation_return is not None: tasks_derived.append(task_operation_return) + if task_executed is not None: tasks_derived.append(task_executed) # put the tasks-derived into the internal-experience. for task_derived in tasks_derived: @@ -136,21 +161,26 @@ def mental_operation(self, task: Task, concept: Concept, answers_question: Task, for answers in (answers_question, answers_quest): if answers is None: continue for answer in answers: - belief_awared = MentalOperation.aware__believe(answer) + belief_awared = Operation.aware__believe(answer) if task is not None: # question-awareness if task.is_question: - belief_awared = MentalOperation.aware__wonder(task) + belief_awared = Operation.aware__wonder(task) # quest-awareness elif task.is_quest: - belief_awared = MentalOperation.aware__evaluate(task) + belief_awared = Operation.aware__evaluate(task) # execute mental operation if task is not None and task.is_executable: - task_operation_return, task_executed = MentalOperation.execute(task, concept, self.memory) + task_operation_return, task_executed = Operation.execute(task, concept, self.memory) return task_operation_return, task_executed, belief_awared + def register_operation(self, name_operation: str, callback: Callable): + '''''' + from pynars.Narsese import Operation as Op + op = Op(name_operation) + Operation.register(op, callback) diff --git a/pynars/NARS/DataStructures/_py/Bag.py b/pynars/NARS/DataStructures/_py/Bag.py index 0389b5d..4b1819a 100644 --- a/pynars/NARS/DataStructures/_py/Bag.py +++ b/pynars/NARS/DataStructures/_py/Bag.py @@ -132,9 +132,11 @@ def put(self, item: Item): if len(self.item_lut) >= self.capacity: pointer = self._get_min_nonempty_level() if pointer_new >= pointer: - item_lowest = self.levels[self.pointer].pop(0) - self.item_lut.pop(item_lowest) - item_popped = item_lowest + bucket = self.levels[self.pointer] + if len(bucket) > 0: + item_lowest = bucket.pop(0) + self.item_lut.pop(item_lowest) + item_popped = item_lowest else: item_popped = item return item_popped diff --git a/pynars/NARS/DataStructures/_py/Channel.py b/pynars/NARS/DataStructures/_py/Channel.py index 216191f..d419f04 100644 --- a/pynars/NARS/DataStructures/_py/Channel.py +++ b/pynars/NARS/DataStructures/_py/Channel.py @@ -7,6 +7,12 @@ class Channel(Buffer): '''''' + def put(self, task: Task): + task_overflow = Buffer.put(self, task) + return task_overflow + + def take(self) -> Sentence: + return Buffer.take_max(self, remove=True) class NarseseChannel(Channel): '''''' @@ -19,9 +25,6 @@ def put(self, text: str): task_overflow = Buffer.put(self, task) return True, task, task_overflow - - def take(self) -> Sentence: - return Buffer.take_max(self, remove=True) \ No newline at end of file diff --git a/pynars/NARS/DataStructures/_py/Concept.py b/pynars/NARS/DataStructures/_py/Concept.py index 292867e..94b7eac 100644 --- a/pynars/NARS/DataStructures/_py/Concept.py +++ b/pynars/NARS/DataStructures/_py/Concept.py @@ -89,7 +89,7 @@ def get_belief(self) -> Belief: def match_belief(self, sentence: Union[Judgement, Question]) -> Belief: ''' - Select a belief with highest `belief_quality`, within the belief_table, according the task + Select a belief with highest quality, within the belief_table, according to the task ''' belief_table: List[Task] = self.belief_table if len(belief_table) == 0: return None @@ -99,7 +99,7 @@ def match_belief(self, sentence: Union[Judgement, Question]) -> Belief: def match_desire(self, goal: Goal) -> Task: ''' - Select a belief with highest `belief_quality`, within the belief_table, according the task + Select a desire with highest quality, within the desire_table, according to the task ''' desire_table: List[Tuple[Task, float]] = self.desire_table if len(desire_table) == 0: return None diff --git a/pynars/NARS/DataStructures/_py/Memory.py b/pynars/NARS/DataStructures/_py/Memory.py index 611181e..3574bd0 100644 --- a/pynars/NARS/DataStructures/_py/Memory.py +++ b/pynars/NARS/DataStructures/_py/Memory.py @@ -10,6 +10,7 @@ from .Bag import Bag from pynars.NAL.Functions.Tools import revisible from pynars.NAL.Inference import local__revision +# from pynars.NARS import Operation class Memory: def __init__(self, capacity: int, n_buckets: int = None, take_in_order: bool = False) -> None: @@ -123,7 +124,7 @@ def _accept_goal(self, task: Task, concept: Concept): # TODO: Temporal projection desire_revised = local__revision(task, desire) # TODO: handling the stamps # reduce priority by achieving level - task.reduce_budget_by_achieving_level(desire) + task.reduce_budget_by_achieving_level(desire) if task.budget.is_above_thresh: ''' diff --git a/pynars/NARS/DataStructures/_py/Table.py b/pynars/NARS/DataStructures/_py/Table.py index 93f8ff3..1627f80 100644 --- a/pynars/NARS/DataStructures/_py/Table.py +++ b/pynars/NARS/DataStructures/_py/Table.py @@ -10,8 +10,11 @@ def __init__(self, capacity): self._table = DEPQ(maxlen=capacity) def add(self, task: Task, p: float): + if task in self: + self._table.remove(task) self._table.insert(task, p) + # def remove(self, task: Task): # self._table.elim(task) diff --git a/pynars/NARS/InferenceEngine/GeneralEngine/GeneralEngine.py b/pynars/NARS/InferenceEngine/GeneralEngine/GeneralEngine.py index f2252fa..fed9120 100644 --- a/pynars/NARS/InferenceEngine/GeneralEngine/GeneralEngine.py +++ b/pynars/NARS/InferenceEngine/GeneralEngine/GeneralEngine.py @@ -98,7 +98,7 @@ def __init__(self, build=True, add_rules={1,2,3,4,5,6,7,8,9}): @classmethod - def match(cls, task: Task, belief: Belief, belief_term: Term, task_link, term_link): + def match(cls, task: Task, belief: Belief, term_belief: Term, task_link, term_link): '''To verify whether the task and the belief can interact with each other''' is_valid = False @@ -113,18 +113,18 @@ def match(cls, task: Task, belief: Belief, belief_term: Term, task_link, term_li pass elif not belief.evidential_base.is_overlaped(task.evidential_base): # Engine.rule_map.verify(task_link, term_link) - rules = GeneralEngine.match_rule(task, belief, belief_term, task_link, term_link) + rules = GeneralEngine.match_rule(task, belief, term_belief, task_link, term_link) if rules is not None and len(rules) > 0: is_valid = True - elif belief_term is not None: # belief is None - if task.term == belief_term:pass - elif task.term.equal(belief_term): pass + elif term_belief is not None: # belief is None + if task.term == term_belief:pass + elif task.term.equal(term_belief): pass else: - rules = GeneralEngine.match_rule(task, belief, belief_term, task_link, term_link) + rules = GeneralEngine.match_rule(task, belief, term_belief, task_link, term_link) if rules is not None and len(rules) > 0: is_valid = True else: # belief is None and belief_term is None - rules = GeneralEngine.match_rule(task, belief, belief_term, task_link, term_link) + rules = GeneralEngine.match_rule(task, belief, term_belief, task_link, term_link) if rules is not None and len(rules) > 0: is_valid = True @@ -146,6 +146,9 @@ def match_rule(cls, task: Task, belief: Union[Belief, None], belief_term: Union[ compound_common_id = None feature = extract_feature(task.term, (belief.term if belief is not None else belief_term)) + p2_at_p1 = feature.p2_at_p1 + p1_at_p2 = feature.p1_at_p2 + if belief_term is None: if link1 is LinkType.TRANSFORM: compound_transform: Compound = task.term[task_link.component_index[:-1]] @@ -220,25 +223,15 @@ def match_rule(cls, task: Task, belief: Union[Belief, None], belief_term: Union[ task_term: Compound = task.term if task_term.is_compound: connector1 = task_term.connector - # # raise "Is this case valid?" - - - # compound_common_id = feature.compound_common_id_belief - # connector1 = task_term.connector - - # common_term = belief.term[compound_common_id] - # if task_term.is_double_only: - # if common_term == task_term[0]: - # at_compound_pos = 0 - # elif common_term == task_term[1]: - # at_compound_pos = 1 - # else: raise "Invalid case." - # elif task_term.is_multiple_only: - # if common_term == task_term[0]: - # at_compound_pos = 0 - # else: - # at_compound_pos = 1 - # pass + # compound_belief = belief_term[compound_common_id] + # if compound_belief.is_compound: + # connector2 = compound_belief.connector + # elif belief_term.is_compound: + # connector2 = belief_term.connector + # compound_task = task_term[compound_common_id] + # if compound_task.is_compound: + # connector1 = compound_task.connector + elif feature.common_id_task is not None and feature.common_id_belief is not None: common_id = feature.common_id_task*2 + feature.common_id_belief @@ -284,7 +277,19 @@ def match_rule(cls, task: Task, belief: Union[Belief, None], belief_term: Union[ # if term2 == term1[0]: at_compound_pos = 0 # elif term2 == term1[1]: at_compound_pos = 1 # else: raise "Invalid case." - + if connector1 is not None and connector1 is Connector.SequentialEvents: + # if connector1 is &/, then judge whether p1 is the first component of p1 + if p2_at_p1 and belief_term is not None: + # (&/, A, B, C)! A. + if not belief_term.equal(task.term.terms[0]): + p2_at_p1 = False + elif connector2 is not None and connector2 is Connector.SequentialEvents: + # if connector1 is &/, then judge whether p1 is the first component of p1 + if p1_at_p2 and belief_term is not None: + # C! (&/, A, B, C). + if not task.term.equal(belief_term.terms[-1]): + p1_at_p2 = False + indices = ( @@ -295,8 +300,8 @@ def match_rule(cls, task: Task, belief: Union[Belief, None], belief_term: Union[ link1.value, link2.value if link2 is not None else None, - int(task.term.copula) if not task.term.is_atom else None, - int(belief.term.copula) if (belief is not None and belief_term.is_statement) else (int(belief_term.connector) if (belief_term is not None and belief_term.is_compound) else None), + int(task.term.copula) if task.term.is_statement else None, + int(belief.term.copula) if (belief is not None and belief_term.is_statement) else None, # (int(belief_term.connector) if (belief_term is not None and belief_term.is_compound) else None), int(connector1) if connector1 is not None else None, int(connector2) if connector2 is not None else None, @@ -312,8 +317,8 @@ def match_rule(cls, task: Task, belief: Union[Belief, None], belief_term: Union[ int(feature.has_common_id), int(feature.has_compound_common_id), int(feature.has_at), - int(feature.p1_at_p2) if feature.p1_at_p2 is not None else None, - int(feature.p2_at_p1) if feature.p2_at_p1 is not None else None, + int(p1_at_p2) if p1_at_p2 is not None else None, + int(p2_at_p1) if p2_at_p1 is not None else None, common_id, diff --git a/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL1.py b/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL1.py index bce1fb7..658b00c 100644 --- a/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL1.py +++ b/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL1.py @@ -1,6 +1,6 @@ from collections import OrderedDict from pynars.NARS.DataStructures import LinkType, TaskLink, TermLink -from pynars.utils.SparseLUT import SparseLUT +from sparse_lut import SparseLUT from pynars import Global from ....RuleMap.add_rule import * diff --git a/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL2.py b/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL2.py index d6850e3..5f5a919 100644 --- a/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL2.py +++ b/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL2.py @@ -1,6 +1,6 @@ from collections import OrderedDict from pynars.NARS.DataStructures import LinkType, TaskLink, TermLink -from pynars.utils.SparseLUT import SparseLUT +from sparse_lut import SparseLUT from pynars import Global from ....RuleMap.add_rule import * diff --git a/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL3.py b/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL3.py index 731e140..816f5c8 100644 --- a/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL3.py +++ b/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL3.py @@ -1,6 +1,6 @@ from collections import OrderedDict from pynars.NARS.DataStructures import LinkType, TaskLink, TermLink -from pynars.utils.SparseLUT import SparseLUT +from sparse_lut import SparseLUT from pynars import Global from ....RuleMap.add_rule import * diff --git a/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL4.py b/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL4.py index 248ea43..e633723 100644 --- a/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL4.py +++ b/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL4.py @@ -1,6 +1,6 @@ from collections import OrderedDict from pynars.NARS.DataStructures import LinkType, TaskLink, TermLink -from pynars.utils.SparseLUT import SparseLUT +from sparse_lut import SparseLUT from pynars import Global from ....RuleMap.add_rule import * diff --git a/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL5.py b/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL5.py index 79b89d6..dd421d5 100644 --- a/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL5.py +++ b/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL5.py @@ -1,6 +1,6 @@ from collections import OrderedDict from pynars.NARS.DataStructures import LinkType, TaskLink, TermLink -from pynars.utils.SparseLUT import SparseLUT +from sparse_lut import SparseLUT from pynars import Global from ....RuleMap.add_rule import * @@ -478,7 +478,7 @@ def add_rules__NAL5(sparse_lut: SparseLUT, structure: OrderedDict): '''deduction (compound eliminate)''' add_rule(sparse_lut, structure, Interface_ConditionalRules._conditional__deduction_compound_eliminate__0, - LinkType1 = LinkType.COMPOUND_STATEMENT, + LinkType1 = [LinkType.COMPOUND_STATEMENT, LinkType.COMPOUND], LinkType2 = LinkType.COMPOUND_STATEMENT, has_common_id = True, has_compound_at = True, @@ -492,8 +492,8 @@ def add_rules__NAL5(sparse_lut: SparseLUT, structure: OrderedDict): add_rule(sparse_lut, structure, Interface_ConditionalRules._conditional__deduction_compound_eliminate__0_prime, - LinkType1 = LinkType.COMPOUND_STATEMENT, - LinkType2 = LinkType.COMPOUND_STATEMENT, + LinkType1 = [LinkType.COMPOUND_STATEMENT, LinkType.SELF], + LinkType2 = [LinkType.COMPOUND_STATEMENT, LinkType.COMPOUND], has_common_id = True, has_compound_at = True, # Copula1 = Copula.Implication, @@ -504,6 +504,34 @@ def add_rules__NAL5(sparse_lut: SparseLUT, structure: OrderedDict): is_belief_valid = True ) + # add_rule(sparse_lut, structure, + # Interface_ConditionalRules._conditional__deduction_compound_eliminate__0, + # LinkType1 = [LinkType.COMPOUND_STATEMENT, LinkType.COMPOUND], + # LinkType2 = LinkType.COMPOUND_STATEMENT, + # has_common_id = True, + # has_compound_common_id = True, + # Copula1 = Copula.Implication, + # # Copula2 = Copula.Implication, + # match_reverse = False, + # compound_common_id = CommonId(0), + # Connector2 = Connector.Conjunction, + # is_belief_valid = True + # ) + + # add_rule(sparse_lut, structure, + # Interface_ConditionalRules._conditional__deduction_compound_eliminate__0_prime, + # LinkType1 = [LinkType.COMPOUND_STATEMENT, LinkType.COMPOUND, LinkType.SELF], + # LinkType2 = [LinkType.COMPOUND_STATEMENT, LinkType.COMPOUND], + # has_common_id = True, + # has_compound_common_id = True, + # # Copula1 = Copula.Implication, + # Copula2 = Copula.Implication, + # match_reverse = False, + # compound_common_id = CommonId(0), + # Connector1 = Connector.Conjunction, + # is_belief_valid = True + # ) + '''deduction (compound replace)''' add_rule(sparse_lut, structure, Interface_ConditionalRules._conditional__deduction_compound_replace__0_1, @@ -838,6 +866,7 @@ def add_rules__NAL5(sparse_lut: SparseLUT, structure: OrderedDict): LinkType1 = [LinkType.COMPOUND, LinkType.SELF], # LinkType2 = LinkType.COMPOUND, Connector1 = Connector.Conjunction, + Copula1 = [None], p2_at_p1 = True, is_belief_valid = False, ) diff --git a/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL6.py b/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL6.py index 67749c3..1adf0bf 100644 --- a/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL6.py +++ b/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL6.py @@ -1,6 +1,6 @@ from collections import OrderedDict from pynars.NARS.DataStructures import LinkType, TaskLink, TermLink -from pynars.utils.SparseLUT import SparseLUT +from sparse_lut import SparseLUT from pynars import Global from ....RuleMap.add_rule import * diff --git a/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL7.py b/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL7.py index 11a0b09..daced5a 100644 --- a/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL7.py +++ b/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL7.py @@ -1,6 +1,6 @@ from collections import OrderedDict from pynars.NARS.DataStructures import LinkType, TaskLink, TermLink -from pynars.utils.SparseLUT import SparseLUT +from sparse_lut import SparseLUT from pynars import Global from ....RuleMap.add_rule import * @@ -719,7 +719,7 @@ def add_rules__NAL7(sparse_lut: SparseLUT, structure: OrderedDict): '''deduction''' add_rule(sparse_lut, structure, Interface_ConditionalRules._conditional__deduction__0, - LinkType1 = LinkType.COMPOUND_CONDITION, + LinkType1 = [LinkType.COMPOUND_CONDITION, LinkType.COMPOUND_STATEMENT], # LinkType2 = LinkType.COMPOUND_STATEMENT, has_common_id = True, Copula1 = [ @@ -737,7 +737,7 @@ def add_rules__NAL7(sparse_lut: SparseLUT, structure: OrderedDict): add_rule(sparse_lut, structure, Interface_ConditionalRules._conditional__deduction__0_prime, # LinkType1 = LinkType.COMPOUND_STATEMENT, - LinkType2 = LinkType.COMPOUND_CONDITION, + LinkType1 = [LinkType.COMPOUND_CONDITION, LinkType.COMPOUND_STATEMENT], has_common_id = True, # Copula1 = Copula.Implication, Copula2 = [ diff --git a/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL8.py b/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL8.py index 0277ccc..c12f76e 100644 --- a/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL8.py +++ b/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL8.py @@ -1,10 +1,137 @@ from collections import OrderedDict from pynars.NARS.DataStructures import LinkType, TaskLink, TermLink -from pynars.utils.SparseLUT import SparseLUT +from pynars.Narsese._py import SELF +from sparse_lut import SparseLUT from pynars import Global from ....RuleMap.add_rule import * def add_rules__NAL8(sparse_lut: SparseLUT, structure: OrderedDict): '''''' + ''' + (&/,A, B, C)! + A + |- + A! + ''' + add_rule(sparse_lut, structure, + Interface_TemporalRules._temporal__sequence_immediate, + LinkType1 = [LinkType.COMPOUND, LinkType.SELF], + LinkType2 = [LinkType.COMPONENT, LinkType.COMPOUND_STATEMENT, LinkType.TRANSFORM], + has_common_id = True, + p2_at_p1 = True, + sentence_type = class_sentence_to_list(Goal), + Connector1 = Connector.SequentialEvents, + match_reverse = False, + is_belief_valid = False + ) + ''' + (&/,A, B, C)! + A. + |- + (&/, B, C)! + ''' + add_rule(sparse_lut, structure, + Interface_TemporalRules._temporal__sequence, + LinkType1 = [LinkType.COMPOUND, LinkType.SELF], + LinkType2 = [LinkType.COMPONENT, LinkType.COMPOUND_STATEMENT, LinkType.TRANSFORM], + has_common_id = True, + p2_at_p1 = True, + sentence_type = class_sentence_to_list(Goal), + Connector1 = Connector.SequentialEvents, + match_reverse = False, + is_belief_valid = True + ) + + ''' + C! + (&/,A, B, C). + |- + (&/, A, B)! + ''' + add_rule(sparse_lut, structure, + Interface_TemporalRules._temporal__sequence_prime, + LinkType1 = [LinkType.COMPONENT, LinkType.COMPOUND_STATEMENT, LinkType.SELF, LinkType.TRANSFORM], + LinkType2 = [LinkType.COMPOUND, LinkType.COMPOUND_STATEMENT], + has_common_id = True, + p1_at_p2 = True, + sentence_type = class_sentence_to_list(Goal), + Connector2 = Connector.SequentialEvents, + match_reverse = False, + is_belief_valid = True + ) + + ''' + (&/, A, B, C). + A. + |- + (&/, B, C). + ''' + add_rule(sparse_lut, structure, + Interface_TemporalRules._temporal__sequence, + LinkType1 = [LinkType.COMPOUND, LinkType.SELF], + LinkType2 = [LinkType.COMPONENT, LinkType.COMPOUND_STATEMENT, LinkType.TRANSFORM], + has_common_id = True, + p2_at_p1 = True, + sentence_type = class_sentence_to_list(Judgement), + Connector1 = Connector.SequentialEvents, + match_reverse = False, + is_belief_valid = True + ) + # add_rule(sparse_lut, structure, + # Interface_TemporalRules._temporal__sequence_prime, + # LinkType1 = [LinkType.COMPONENT, LinkType.COMPOUND_STATEMENT, LinkType.SELF], + # LinkType2 = [LinkType.COMPOUND, LinkType.COMPOUND_STATEMENT], + # has_common_id = True, + # p1_at_p2 = True, + # sentence_type = class_sentence_to_list(Judgement), + # Connector2 = Connector.SequentialEvents, + # match_reverse = False, + # is_belief_valid = True + # ) + + ''' + (&|,A, B, C)! + B. + |- + (&|,A, C)! + ''' + add_rule(sparse_lut, structure, + Interface_TemporalRules._temporal__parallel, + LinkType1 = [LinkType.COMPOUND, LinkType.SELF], + LinkType2 = [LinkType.COMPONENT, LinkType.COMPOUND_STATEMENT, LinkType.TRANSFORM], + has_common_id = True, + p2_at_p1 = True, + sentence_type = class_sentence_to_list(Goal), + Connector1 = Connector.ParallelEvents, + match_reverse = False, + is_belief_valid = True + ) + # add_rule(sparse_lut, structure, + # Interface_TemporalRules._temporal__parallel_prime, + # LinkType1 = [LinkType.SELF, LinkType.COMPONENT, LinkType.COMPOUND_STATEMENT, LinkType.COMPONENT_STATEMENT], + # LinkType2 = [LinkType.COMPOUND], + # has_common_id = True, + # p1_at_p2 = True, + # sentence_type = class_sentence_to_list(Goal), + # Connector2 = Connector.ParallelEvents, + # match_reverse = False, + # is_belief_valid = True + # ) + + ''' + (&|, A, B)! + A + |- + A! + ''' + add_rule(sparse_lut, structure, + Interface_CompositionalRules._structural__implication_theorem3, + LinkType1 = [LinkType.COMPOUND, LinkType.SELF], + # LinkType2 = LinkType.COMPOUND, + Connector1 = Connector.ParallelEvents, + Copula1 = [None], + p2_at_p1 = True, + is_belief_valid = False, + ) \ No newline at end of file diff --git a/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL9.py b/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL9.py index aceaf2a..f209e6a 100644 --- a/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL9.py +++ b/pynars/NARS/InferenceEngine/GeneralEngine/Rules/NAL9.py @@ -1,9 +1,9 @@ from collections import OrderedDict from pynars.NARS.DataStructures import LinkType, TaskLink, TermLink -from pynars.utils.SparseLUT import SparseLUT +from sparse_lut import SparseLUT from pynars import Global from ....RuleMap.add_rule import * -from pynars.NARS.MentalOperation import * +from pynars.NARS.Operation import * def add_rules__NAL9(sparse_lut: SparseLUT=None, structure: OrderedDict=None): '''''' diff --git a/pynars/NARS/InferenceEngine/GeneralEngine/extract_feature.py b/pynars/NARS/InferenceEngine/GeneralEngine/extract_feature.py index 7192f05..11e1bb7 100644 --- a/pynars/NARS/InferenceEngine/GeneralEngine/extract_feature.py +++ b/pynars/NARS/InferenceEngine/GeneralEngine/extract_feature.py @@ -400,7 +400,9 @@ def extract_feature(premise1: Union[Term, Compound, Statement], premise2: Union[ # (&&, A, B, C), (&&, A, B) # (&&, A, B, C), (&&, A, B, D) return Feature( - has_compound_common_id=True + has_compound_common_id=True, + p2_at_p1=True, + p1_at_p2=True, ) else: return Feature( @@ -410,7 +412,8 @@ def extract_feature(premise1: Union[Term, Compound, Statement], premise2: Union[ if premise2 in premise1.terms: # (&&, A, B, C), A. return Feature( - has_compound_common_id=True + has_compound_common_id=True, + p2_at_p1=True, ) else: return Feature( diff --git a/pynars/NARS/InferenceEngine/TemporalEngine/Rules/NAL7.py b/pynars/NARS/InferenceEngine/TemporalEngine/Rules/NAL7.py index 906e23f..47fb7cd 100644 --- a/pynars/NARS/InferenceEngine/TemporalEngine/Rules/NAL7.py +++ b/pynars/NARS/InferenceEngine/TemporalEngine/Rules/NAL7.py @@ -1,6 +1,6 @@ from collections import OrderedDict from pynars.NARS.DataStructures import LinkType, TaskLink, TermLink -from pynars.utils.SparseLUT import SparseLUT +from sparse_lut import SparseLUT from pynars import Global from ....RuleMap.add_rule import * diff --git a/pynars/NARS/Operation/Execution.py b/pynars/NARS/Operation/Execution.py new file mode 100644 index 0000000..7fba740 --- /dev/null +++ b/pynars/NARS/Operation/Execution.py @@ -0,0 +1,46 @@ +from typing import Callable, List +from pynars.Config import Config +from pynars.NARS.DataStructures._py.Concept import Concept +from pynars.NARS.DataStructures._py.Memory import Memory +from pynars.Narsese._py.Budget import Budget +from pynars.Narsese._py.Operation import * +from pynars.Narsese._py.Sentence import Goal, Judgement, Quest, Question, Sentence, Stamp +from pynars.Narsese._py.Statement import Statement +from pynars.Narsese._py.Task import Belief, Desire, Task +from pynars.Narsese._py.Truth import Truth +from .Register import registered_operations +from pynars.Narsese import Term +from pynars.NAL.Functions.Tools import truth_from_term, truth_to_quality +from pynars.Narsese import Base +from pynars import Global + +def executed_task(task: Task): + ''' + ''' + input_id = Global.get_input_id() + truth = Truth(1.0, Config.c_judgement, Config.k) + stamp = Stamp(Global.time, Global.time, None, Base((input_id,))) + budget = Budget(Config.p_feedback, Config.d_feedback, truth_to_quality(task.truth)) + + return Task(Judgement(task.term, stamp, truth), budget, input_id) + + + +def execute(task: Task, concept: Concept, memory: Memory): + ''' + it should be ensured that the task is executable, i.e., `task.is_executable == True`. + ''' + if task.term != concept.term: + concept = memory.take_by_key(task.term, remove=False) + stat: Statement = task.term + operation: Operation = stat.predicate + args = stat.subject.terms + function_op: Callable = registered_operations.get(operation, None) + + if function_op is not None: + belief = executed_task(task) + if concept is not None: + concept.add_belief(belief) + return function_op(args, task, memory), belief + else: + return None, None \ No newline at end of file diff --git a/pynars/NARS/Operation/Interface_Awareness.py b/pynars/NARS/Operation/Interface_Awareness.py new file mode 100644 index 0000000..3305d71 --- /dev/null +++ b/pynars/NARS/Operation/Interface_Awareness.py @@ -0,0 +1,40 @@ +from typing import List +import pynars.NAL.MentalOperation._aware as aware +from pynars.NARS.DataStructures._py.Concept import Concept +from pynars.NARS.DataStructures._py.Memory import Memory +from pynars.Narsese import Task, Term +from ..DataStructures import Bag +from copy import copy, deepcopy + +def aware__believe(task: Task, memory: Memory=None): + '''''' + return aware.believe(task.sentence, task.truth, task.budget) + +def aware__wonder(task: Task, memory: Memory=None): + '''''' + return aware.wonder(task.sentence, task.budget) + +# def _aware__doubt(arguments: List[Term], task: Task=None, memory: Memory=None): +# '''''' +# term = arguments[1] +# concept = Concept._conceptualize(memory.concepts, term, task.budget) +# return execute.doubt(list(concept.belief_table)) + + +def aware__evaluate(task: Task, memory: Memory=None): + '''''' + return aware.evaluate(task.sentence, task.budget) + + +# def _aware__hesitate(arguments: List[Term], task: Task=None, memory: Memory=None): +# '''''' +# term = arguments[1] +# concept = Concept._conceptualize(memory.concepts, term, task.budget) +# return execute.hesitate(list(concept.desire_table)) + + +# def _aware__want(arguments: List[Term], task: Task=None, memory: Memory=None): +# '''''' +# statement = arguments[1] +# return execute.want(statement) + \ No newline at end of file diff --git a/pynars/NARS/Operation/Interface_Execution.py b/pynars/NARS/Operation/Interface_Execution.py new file mode 100644 index 0000000..0b54ec2 --- /dev/null +++ b/pynars/NARS/Operation/Interface_Execution.py @@ -0,0 +1,46 @@ +from typing import Iterable, List +import pynars.NAL.MentalOperation._execute as _execute +from pynars.NARS.DataStructures._py.Concept import Concept +from pynars.NARS.DataStructures._py.Memory import Memory +from pynars.Narsese import Task, Term +from ..DataStructures import Bag +from copy import copy, deepcopy + +def execute__believe(arguments: Iterable[Term], task: Task=None, memory: Memory=None): + '''''' + statement, truth_term = arguments[1], arguments[2] + return _execute.believe(statement, truth_term) + + +def execute__doubt(arguments: Iterable[Term], task: Task=None, memory: Memory=None): + '''''' + term = arguments[1] + concept = Concept._conceptualize(memory.concepts, term, task.budget) + return _execute.doubt(list(concept.belief_table)) + + +def execute__evaluate(arguments: Iterable[Term], task: Task=None, memory: Memory=None): + '''''' + statement = arguments[1] + return _execute.evaluate(statement) + + +def execute__wonder(arguments: Iterable[Term], task: Task=None, memory: Memory=None): + '''''' + statement = arguments[1] + return _execute.wonder(statement) + + +def execute__hesitate(arguments: Iterable[Term], task: Task=None, memory: Memory=None): + '''''' + term = arguments[1] + concept = Concept._conceptualize(memory.concepts, term, task.budget) + return _execute.hesitate(list(concept.desire_table)) + + +def execute__want(arguments: Iterable[Term], task: Task=None, memory: Memory=None): + '''''' + statement = arguments[1] + return _execute.want(statement) + + diff --git a/pynars/NARS/Operation/Register.py b/pynars/NARS/Operation/Register.py new file mode 100644 index 0000000..8866cf5 --- /dev/null +++ b/pynars/NARS/Operation/Register.py @@ -0,0 +1,9 @@ +from typing import Callable, Dict +from pynars.Narsese._py.Operation import * + +registered_operations: Dict[Operation, Callable] = {} + +def register(operation: Operation, callable: Callable): + '''''' + global registered_operations + registered_operations[operation] = callable \ No newline at end of file diff --git a/pynars/NARS/Operation/__init__.py b/pynars/NARS/Operation/__init__.py new file mode 100644 index 0000000..b57e2ce --- /dev/null +++ b/pynars/NARS/Operation/__init__.py @@ -0,0 +1,4 @@ +from .Interface_Execution import * +from .Interface_Awareness import * +from .Register import * +from .Execution import * \ No newline at end of file diff --git a/pynars/NARS/RuleMap/Interface/Interface_TemporalRules.py b/pynars/NARS/RuleMap/Interface/Interface_TemporalRules.py index 4e93973..a4aa2f3 100644 --- a/pynars/NARS/RuleMap/Interface/Interface_TemporalRules.py +++ b/pynars/NARS/RuleMap/Interface/Interface_TemporalRules.py @@ -4,6 +4,7 @@ from pynars.NAL.Theorems import * from pynars import Global from pynars.Narsese._py.Copula import Copula +from pynars.Narsese._py.Term import Term def _temporal__deduction_sequence_eliminate__0(task: Task, belief: Belief, tasklink: TaskLink=None, termlink: TermLink=None): @@ -34,6 +35,30 @@ def _temporal__deduction_sequence_replace__1_0(task: Task, belief: Belief, taskl return temporal__deduction_sequence_replace(task, belief, (tasklink.budget if tasklink is not None else None), (termlink.budget if termlink is not None else None), inverse_premise=True) +def _temporal__sequence_immediate(task: Task, term_belief: Term, tasklink: TaskLink=None, termlink: TermLink=None): + '''{(&/, A, B, C)! A} |- A!.''' + return temporal__sequence_immediate(task, term_belief, (tasklink.budget if tasklink is not None else None), (termlink.budget if termlink is not None else None), inverse_premise=False) + +def _temporal__sequence(task: Task, belief: Belief, tasklink: TaskLink=None, termlink: TermLink=None): + '''{(&/, A, B, C)! A} |- A!.''' + return temporal__sequence(task, belief, (tasklink.budget if tasklink is not None else None), (termlink.budget if termlink is not None else None), inverse_premise=False) + +def _temporal__sequence_prime(task: Task, belief: Belief, tasklink: TaskLink=None, termlink: TermLink=None): + '''{C! (&/, A, B, C).} |- (&/, A, B)!''' + return temporal__sequence(task, belief, (tasklink.budget if tasklink is not None else None), (termlink.budget if termlink is not None else None), inverse_premise=True, inverse_copula=True) + + +def _temporal__parallel_immediate(task: Task, term_belief: Term, tasklink: TaskLink=None, termlink: TermLink=None): + '''{(&/, A, B, C)! A} |- A!.''' + return temporal__parallel_immediate(task, term_belief, (tasklink.budget if tasklink is not None else None), (termlink.budget if termlink is not None else None), inverse_premise=False) + +def _temporal__parallel(task: Task, belief: Belief, tasklink: TaskLink=None, termlink: TermLink=None): + '''{(&/, A, B, C)! A} |- A!.''' + return temporal__parallel(task, belief, (tasklink.budget if tasklink is not None else None), (termlink.budget if termlink is not None else None), inverse_premise=False) + +# def _temporal__parallel_prime(task: Task, belief: Belief, tasklink: TaskLink=None, termlink: TermLink=None): +# '''{(&/, A, B, C)! A} |- A!.''' +# return temporal__parallel(task, belief, (tasklink.budget if tasklink is not None else None), (termlink.budget if termlink is not None else None), inverse_premise=True) '''analogy''' def _temporal__analogy__0_1(task: Task, belief: Belief, tasklink: TaskLink=None, termlink: TermLink=None): diff --git a/pynars/NARS/RuleMap/RuleMap.py b/pynars/NARS/RuleMap/RuleMap.py index 91f0633..7a96806 100644 --- a/pynars/NARS/RuleMap/RuleMap.py +++ b/pynars/NARS/RuleMap/RuleMap.py @@ -1,32 +1,16 @@ -from operator import imod -import os from pathlib import Path -from inspect import getmembers, isfunction -import importlib -import re from typing import Any, Callable, Iterable, List, Tuple, Union -from typing_extensions import Protocol from collections import OrderedDict -from numpy import iterable, product +from sparse_lut import SparseLUT from pynars.Config import Enable -from pynars.Narsese import Copula, Task -from pynars.Narsese import Connector, Statement, Belief, Term, Truth, Compound, Budget -from ..DataStructures import LinkType, TaskLink, TermLink -from pynars.NAL.Inference import * -from pynars.utils.SparseLUT import SparseLUT -from pynars.utils.tools import get_size from pynars.utils.Print import out_print, PrintType import time from datetime import datetime -import pickle import sty -# from ..InferenceEngine.GeneralEngine.extract_feature import extract_feature -from .add_rule import _compound_has_common, _compound_at -from pynars import Global class RuleMap: @@ -97,11 +81,6 @@ def rebuild(self, root_path: str, clear=True): def draw(self, show_labels=True): self.map.draw(show_labels) - - def verify(self, task_link: TaskLink, term_link: TermLink, *args): - raise "Invalid function." - - def diagnose(self, indices): ''' Given a `indices`, check whether a valid rule can be retrieved. diff --git a/pynars/NARS/RuleMap/add_rule.py b/pynars/NARS/RuleMap/add_rule.py index 78e36a4..b76fcda 100644 --- a/pynars/NARS/RuleMap/add_rule.py +++ b/pynars/NARS/RuleMap/add_rule.py @@ -20,7 +20,7 @@ from pynars.Narsese import Belief, Term, Truth, Compound, Budget from ..DataStructures import LinkType, TaskLink, TermLink from pynars.NAL.Inference import * -from pynars.utils.SparseLUT import SparseLUT +from sparse_lut import SparseLUT from pynars.utils.tools import get_size from pynars.utils.Print import out_print, PrintType diff --git a/pynars/Narsese/_py/Copula.py b/pynars/Narsese/_py/Copula.py index 1042e97..d7d4ee8 100644 --- a/pynars/Narsese/_py/Copula.py +++ b/pynars/Narsese/_py/Copula.py @@ -47,13 +47,13 @@ def symmetrize(self): else: raise "Invalid case." - def inverse(self): - if self is Copula.PredictiveImplication: - return Copula.RetrospectiveImplication - elif self is Copula.RetrospectiveImplication: - return Copula.PredictiveImplication - else: - return self + # def inverse(self): + # if self is Copula.PredictiveImplication: + # return Copula.RetrospectiveImplication + # elif self is Copula.RetrospectiveImplication: + # return Copula.PredictiveImplication + # else: + # return self @property diff --git a/pynars/Narsese/_py/Operation.py b/pynars/Narsese/_py/Operation.py index f214f40..9444df4 100644 --- a/pynars/Narsese/_py/Operation.py +++ b/pynars/Narsese/_py/Operation.py @@ -23,7 +23,7 @@ def do_hashing(self): return self._hash_value -Anticipate = Operation('Anticipate', True, is_mental_operation=True) +Anticipate = Operation('anticipate', True, is_mental_operation=True) Believe = Operation('believe', True, is_mental_operation=True) Doubt = Operation('doubt', True, is_mental_operation=True) Evaluate = Operation('evaluate', True, is_mental_operation=True) diff --git a/pynars/Narsese/_py/Tense.py b/pynars/Narsese/_py/Tense.py index 23de840..89fb1ec 100644 --- a/pynars/Narsese/_py/Tense.py +++ b/pynars/Narsese/_py/Tense.py @@ -12,4 +12,4 @@ class Tense(Enum): # FORWARD = 1 # CONCURRENT = 0 # BACKWARD = -1 -# INVALID = -2 \ No newline at end of file +# INVALID = -2p------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- \ No newline at end of file diff --git a/pynars/Narsese/_py/Term.py b/pynars/Narsese/_py/Term.py index 0691ea0..12f91a8 100644 --- a/pynars/Narsese/_py/Term.py +++ b/pynars/Narsese/_py/Term.py @@ -6,7 +6,7 @@ from pynars.utils.IndexVar import IndexVar from numpy import prod from ordered_set import OrderedSet -from pynars.utils.tools import find_pos_with_pos, find_var_with_pos +# from pynars.utils.tools import find_pos_with_pos, find_var_with_pos from copy import copy, deepcopy class TermType(Enum): diff --git a/pynars/Narsese/_py/Variable.py b/pynars/Narsese/_py/Variable.py index af1f79c..951ffe3 100644 --- a/pynars/Narsese/_py/Variable.py +++ b/pynars/Narsese/_py/Variable.py @@ -22,7 +22,7 @@ def __init__(self, prefix: VarPrefix, word: str, do_hashing=False, is_input=Fals word = prefix.value super().__init__(word, do_hashing=do_hashing) self.dependents = [] # only for dependent variable. TODO: implement son classes of Variable, including DependentVar, IndependentVar, QueryVar. - self.has_variable: bool = True + # self.has_variable: bool = True self.is_ivar = self.has_ivar = self.prefix == VarPrefix.Independent self.is_dvar = self.has_dvar = self.prefix == VarPrefix.Dependent diff --git a/pynars/RL/Pong/main.py b/pynars/RL/Pong/main.py index 9797e45..409312c 100644 --- a/pynars/RL/Pong/main.py +++ b/pynars/RL/Pong/main.py @@ -9,26 +9,148 @@ ''' +from operator import truth +from random import random +from random import sample +from typing import Iterable from typing_extensions import Literal import gym from atariari.benchmark.wrapper import AtariARIWrapper from time import sleep +from pynars.NARS.DataStructures._py.Memory import Memory + +from pynars.Narsese import Task, Judgement, Term, Stamp, Base +from pynars import Global +from pynars.NARS import Reasoner +from pynars.Console import handle_lines, run_file +from pynars.Narsese._py.Compound import Compound +from pynars.Narsese._py.Sentence import Goal +from pynars.Narsese._py.Statement import Statement +from pynars.Narsese._py.Truth import Truth +from pynars.utils.Print import PrintType, out_print +from pynars.utils.tools import rand_seed rander_mode: Literal['human'] = 'human' -def policy_random(env: gym.Env): + +class Perceptron: '''''' + player_x_last: int = None + player_y_last: int = None + ball_x_last: int = None + ball_y_last: int = None + i_step: int = 0 + + def __init__(self) -> None: + x_min, x_max, y_min, y_max = 68, 205, 46, 205 + thresh_x_0 = 5 + thresh_y_0 = 5 + thresh_x_1 = (x_max-x_min)*0.6*0.4 + thresh_x_2 = (x_max-x_min)*0.6 + thresh_y_1 = (y_max-y_min)*0.6*0.4 + thresh_y_2 = (y_max-y_min)*0.6 + self.thresh_x_0, self.thresh_y_0, self.thresh_x_1, self.thresh_x_2, self.thresh_y_1, self.thresh_y_2 = thresh_x_0, thresh_y_0, thresh_x_1, thresh_x_2, thresh_y_1, thresh_y_2 + + def percetption(self, x_p, y_p, x_b, y_b, x_p_last, y_p_last, x_b_last, y_b_last): + ''' + range of x: 68~205 + range of y: 46~205 + ''' + + if y_p+5 > y_b: # <{ball} --> [right]> + task = Task(Judgement(Statement.Inheritance(Compound.Instance(Term('ball')), Compound.Property(Term('right'))), Stamp(Global.time, Global.time, None, Base((Global.get_input_id(),))))) + elif y_p-5 < y_b: + task = Task(Judgement(Statement.Inheritance(Compound.Instance(Term('ball')), Compound.Property(Term('left'))), Stamp(Global.time, Global.time, None, Base((Global.get_input_id(),))))) + else: + task = Task(Judgement(Statement.Inheritance(Compound.Instance(Term('ball')), Compound.Property(Term('middle'))), Stamp(Global.time, Global.time, None, Base((Global.get_input_id(),))))) + return task + + + def step(self, player_x, player_y, ball_x, ball_y): + '''''' + result = None + if self.i_step != 0: + result = self.percetption(player_x, player_y, ball_x, ball_y, self.player_x_last, self.player_y_last, self.ball_x_last, self.ball_y_last) + self.player_x_last, self.player_y_last, self.ball_x_last, self.ball_y_last = player_x, player_y, ball_x, ball_y + self.i_step += 1 + return result + +class Action: + value: Literal[0, 2, 3] = 0 # 3: left, 0: stop, 2: right + time = -100 + +def policy_nars(env: gym.Env): + '''''' + # global action + seed = 137 + rand_seed(seed) + epsilon = 0.08 + env.reset() # env.render() - env.reset() done = False + perceptron = Perceptron() + + nars = Reasoner(1000, 1000) + # initialize nars + run_file(nars, './pynars/RL/Pong/pong.nal') + for _ in range(1): + handle_lines(nars, '9') + handle_lines(nars, '1') + + # register operations + action_last = Action.value + term_left = Term('left') + term_right = Term('right') + def player_move(arguments: Iterable[Term], task: Task=None, memory: Memory=None): + '''''' + if task.is_eternal: return + direction = arguments[0] + t_occ = task.stamp.t_occurrence + if t_occ > Action.time: + Action.time = t_occ + else: + return + if direction == term_left: + Action.value = 3 + elif direction == term_right: + Action.value = 2 + + def player_stop(arguments: Iterable[Term], task: Task=None, memory: Memory=None): + Action.value = 0 + + nars.register_operation('move', player_move) + nars.register_operation('stop', player_stop) + + # begin playing + i_step = 0 while not done: - action = env.action_space.sample() - action = 0 - observation, reward, done, info = env.step(action) - print('obs: {}; reward: {}'.format(observation.shape, reward)) - # env.render() - # sleep(0.02) + if Action.value == 0 and random() < 0.08: # random action + Action.value = sample((0, 2, 3), 1)[0] + observation, reward, done, info = env.step(Action.value) + labels = info['labels'] + player_x, player_y = int(labels['player_x']), int(labels['player_y']) + ball_x, ball_y = int(labels['ball_x']), int(labels['ball_y']) + if ball_y != 0: # the player and machine are not died + task = perceptron.step(player_x, player_y, ball_x, ball_y) + # info_str = f'obs: {observation.shape}; reward: {reward}; ball: ({ball_x}, {ball_y});' + # # info_str += f'{dist_x.term if dist_x is not None else None, dist_y.term if dist_y is not None else None, change_x.term if change_x is not None else None, change_y.term if change_y is not None else None}' + # print(info_str) + if task is not None: + nars.perception_channel.put(task) + out_print(PrintType.IN, task.sentence, *task.budget) + handle_lines(nars, '10') + # nars.cycles(10) + else: + game_reset = Task(Judgement(Statement.Inheritance(Compound.Instance(Term('game')), Compound.Property(Term('reset'))), Stamp(Global.time, Global.time, None, Base((Global.get_input_id(), ))))) + nars.perception_channel.put(game_reset) + if i_step % 4 == 0: + goal = Task(Goal(Statement.Inheritance(Compound.Instance(Term('SELF')), Compound.Property(Term('good'))), Stamp(Global.time, Global.time, None, Base((Global.get_input_id(),))))) # remind the system the goal every 4 steps. + nars.perception_channel.put(goal) + + action_last = Action.value + i_step += 1 + pass def run(): @@ -56,8 +178,9 @@ def run(): print(env.action_space) # Discrete(6) act_meanings = env.unwrapped.get_action_meanings() + print(f'actions (0~{len(act_meanings)-1}): {act_meanings}') - policy_random(env) + policy_nars(env) if __name__ == '__main__': diff --git a/pynars/RL/Pong/main2.py b/pynars/RL/Pong/main2.py new file mode 100644 index 0000000..d92452f --- /dev/null +++ b/pynars/RL/Pong/main2.py @@ -0,0 +1,200 @@ +''' +Pong-v0 + +Maximize your score in the Atari 2600 game Pong. In this environment, the observation is an RGB image of the screen, which is an array of shape (210, 160, 3) Each action is repeatedly performed for a duration of kk frames, where kk is uniformly sampled from {2,3,4}. + +See: + + [1] https://gym.openai.com/envs/Pong-v0/ + +''' + +from operator import truth +from random import random +from random import sample +from typing import Iterable +from typing_extensions import Literal +import gym +from atariari.benchmark.wrapper import AtariARIWrapper +from time import sleep +from pynars.NARS.DataStructures._py.Memory import Memory + +from pynars.Narsese import Task, Judgement, Term, Stamp, Base +from pynars import Global +from pynars.NARS import Reasoner +from pynars.Console import handle_lines, run_file +from pynars.Narsese._py.Compound import Compound +from pynars.Narsese._py.Statement import Statement +from pynars.Narsese._py.Truth import Truth +from pynars.utils.tools import rand_seed + +rander_mode: Literal['human'] = 'human' + + +class Perceptron: + '''''' + player_x_last: int = None + player_y_last: int = None + ball_x_last: int = None + ball_y_last: int = None + i_step: int = 0 + + def __init__(self) -> None: + x_min, x_max, y_min, y_max = 68, 205, 46, 205 + thresh_x_0 = 5 + thresh_y_0 = 5 + thresh_x_1 = (x_max-x_min)*0.6*0.4 + thresh_x_2 = (x_max-x_min)*0.6 + thresh_y_1 = (y_max-y_min)*0.6*0.4 + thresh_y_2 = (y_max-y_min)*0.6 + self.thresh_x_0, self.thresh_y_0, self.thresh_x_1, self.thresh_x_2, self.thresh_y_1, self.thresh_y_2 = thresh_x_0, thresh_y_0, thresh_x_1, thresh_x_2, thresh_y_1, thresh_y_2 + + def percetption(self, x_p, y_p, x_b, y_b, x_p_last, y_p_last, x_b_last, y_b_last): + ''' + range of x: 68~205 + range of y: 46~205 + ''' + + + diff_x = x_p - x_b + diff_y = y_p - y_b + diff_x_last = x_p_last - x_b_last + diff_y_last = y_p_last - y_b_last + if abs(diff_x) < self.thresh_x_0: dist_x = 'zero' + elif abs(diff_x) < self.thresh_x_1: dist_x = 'little' + elif abs(diff_x) < self.thresh_x_2: dist_x = 'middle' + else: dist_x = 'large' + + if abs(diff_y) < self.thresh_y_0: dist_y = 'zero' + elif abs(diff_y) < self.thresh_y_1: dist_y = 'little' + elif abs(diff_y) < self.thresh_y_2: dist_y = 'middle' + else: dist_y = 'large' + + if abs(diff_x) < abs(diff_x_last): change_x = 'decrease' + else: change_x = 'increase' + if abs(diff_y) < abs(diff_y_last): change_y = 'decrease' + else: change_y = 'increase' + + word_dist_x = f'dist_x_{dist_x}' + word_dist_y = f'dist_y_{dist_y}' + word_change_x = f'dist_x_{change_x}' + word_change_y = f'dist_y_{change_y}' + + dist_x = Task(Judgement(Term(word_dist_x), Stamp(Global.time, Global.time, None, Base((Global.get_input_id(),))))) + dist_y = Task(Judgement(Term(word_dist_y), Stamp(Global.time, Global.time, None, Base((Global.get_input_id(),))))) + change_x = Task(Judgement(Term(word_change_x), Stamp(Global.time, Global.time, None, Base((Global.get_input_id(),))))) + change_y = Task(Judgement(Term(word_change_y), Stamp(Global.time, Global.time, None, Base((Global.get_input_id(),))))) + return dist_x, dist_y, change_x, change_y + + + def step(self, player_x, player_y, ball_x, ball_y): + '''''' + result = None, None, None, None + if self.i_step != 0: + result = self.percetption(player_x, player_y, ball_x, ball_y, self.player_x_last, self.player_y_last, self.ball_x_last, self.ball_y_last) + self.player_x_last, self.player_y_last, self.ball_x_last, self.ball_y_last = player_x, player_y, ball_x, ball_y + self.i_step += 1 + return result + + +def policy_nars(env: gym.Env): + '''''' + seed = 137 + rand_seed(seed) + epsilon = 0.08 + + env.reset() + # env.render() + done = False + perceptron = Perceptron() + + nars = Reasoner(1000, 1000) + # initialize nars + run_file(nars, './pynars/RL/Pong/pong.nal') + for _ in range(1): + handle_lines(nars, '100') + + # register operations + action: Literal[0, 2, 3] = 0 # 2: left, 0: stop, 3: right + action_last = action + term_left = Term('left') + term_right = Term('right') + def player_move(arguments: Iterable[Term], task: Task=None, memory: Memory=None): + '''''' + direction = arguments[1] + if direction == term_left: + action = 2 + elif direction == term_right: + action = 3 + + def player_stop(arguments: Iterable[Term], task: Task=None, memory: Memory=None): + action = 0 + + nars.register_operation('move', player_move) + nars.register_operation('stop', player_stop) + + # begin playing + i_step = 0 + while not done: + if action == 0 and random() < 0.08: # random action + action = sample((0, 2, 3), 1)[0] + observation, reward, done, info = env.step(action) + labels = info['labels'] + player_x, player_y = int(labels['player_x']), int(labels['player_y']) + ball_x, ball_y = int(labels['ball_x']), int(labels['ball_y']) + if ball_y != 0: # the player and machine are not died + dist_x, dist_y, change_x, change_y = perceptron.step(player_x, player_y, ball_x, ball_y) + # info_str = f'obs: {observation.shape}; reward: {reward}; ball: ({ball_x}, {ball_y});' + # # info_str += f'{dist_x.term if dist_x is not None else None, dist_y.term if dist_y is not None else None, change_x.term if change_x is not None else None, change_y.term if change_y is not None else None}' + # print(info_str) + if dist_x is not None: + nars.perception_channel.put(dist_x) + nars.perception_channel.put(dist_y) + nars.perception_channel.put(change_x) + nars.perception_channel.put(change_y) + handle_lines(nars, '10') + # nars.cycles(10) + else: + game_reset = Task(Judgement(Statement.Inheritance(Compound.Instance(Term('game')), Compound.Property(Term('reset'))), Stamp(Global.time, Global.time, None, Base((Global.get_input_id(), ))))) + nars.perception_channel.put(game_reset) + if i_step % 4 == 0: + goal = Task(Judgement(Term('ball_holded'), Stamp(Global.time, Global.time, None, Base((Global.get_input_id(), ))), truth=Truth(1.00, 0.99, 1))) # remind the system the goal every 4 steps. + nars.perception_channel.put(goal) + + action_last = action + i_step += 1 + pass + + +def run(): + ''' + Installation: + 1. gym + ``` + pip install gym + pip install gym[atari] + pip install gym[accept-rom-license] + pip install pyglet + ``` + 2. interface + ``` + pip install git+git://github.com/mila-iqia/atari-representation-learning.git + ``` + ''' + # env = gym.make("Pong-v0", render_mode='human') + env = gym.make("Pong-ram-v0", render_mode='human') + env = AtariARIWrapper(env) + + # observation space + print(env.observation_space.shape) # (210, 160, 3) + # action space + print(env.action_space) # Discrete(6) + + act_meanings = env.unwrapped.get_action_meanings() + print(f'actions (0~{len(act_meanings)-1}): {act_meanings}') + + policy_nars(env) + + +if __name__ == '__main__': + run() \ No newline at end of file diff --git a/pynars/RL/Pong/pong.nal b/pynars/RL/Pong/pong.nal new file mode 100644 index 0000000..1c645e0 --- /dev/null +++ b/pynars/RL/Pong/pong.nal @@ -0,0 +1,5 @@ +<(&/, <{ball}-->[left]>, (^move, left)) =/> <{SELF}-->[good]>>. %1.00;0.99% +<(&/, <{ball}-->[right]>, (^move, right)) =/> <{SELF}-->[good]>>. %1.00;0.99% +<(&/, <{ball}-->[middle]>, ^stop) =/> <{SELF}-->[good]>>. %1.00;0.99% + +<{SELF}-->[good]>! :|: %1.00;0.99% diff --git a/pynars/RL/Pong/pong2.nal b/pynars/RL/Pong/pong2.nal new file mode 100644 index 0000000..1afb0ca --- /dev/null +++ b/pynars/RL/Pong/pong2.nal @@ -0,0 +1,15 @@ +' beliefs dist_{x | y}_{large | middle | little | zero | decrease | increase} are obtained via perception + +<(&|, dist_x_large, dist_x_decrease) =/> dist_x_middle>. %1.00;0.99% +<(&|, dist_x_middle, dist_x_decrease) =/> dist_x_little>. %1.00;0.99% +<(&|, dist_x_little, dist_x_decrease) =/> dist_x_zero>. %1.00;0.99% +<(&|, dist_y_large, dist_y_decrease) =/> dist_y_middle>. %1.00;0.99% +<(&|, dist_y_middle, dist_y_decrease) =/> dist_y_little>. %1.00;0.99% +<(&|, dist_y_little, dist_y_decrease) =/> dist_y_zero>. %1.00;0.99% + +<(&|, dist_x_zero, dist_y_zero) =/> ball_holded>. %1.00;0.99% + +<(&/, <{ball}-->[left]>, (^move, right)) =/> dist_y_decrease>. %1.00;0.99% +<(&/, <{ball}-->[right]>, (^move, left)) =/> dist_y_decrease>. %1.00;0.99% + +ball_holded! %1.00;0.99% diff --git a/pynars/utils/SparseLUT/temp/branch_list.c b/pynars/utils/SparseLUT/temp/branch_list.c new file mode 100644 index 0000000..06d0385 --- /dev/null +++ b/pynars/utils/SparseLUT/temp/branch_list.c @@ -0,0 +1,21484 @@ +/* Generated by Cython 0.29.27 */ + +/* BEGIN: Cython Metadata +{ + "distutils": { + "name": "pynars.utils.SparseLUT.branch_list", + "sources": [ + "./branch_list.py" + ] + }, + "module_name": "pynars.utils.SparseLUT.branch_list" +} +END: Cython Metadata */ + +#ifndef PY_SSIZE_T_CLEAN +#define PY_SSIZE_T_CLEAN +#endif /* PY_SSIZE_T_CLEAN */ +#include "Python.h" +#ifndef Py_PYTHON_H + #error Python headers needed to compile C extensions, please install development version of Python. +#elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03030000) + #error Cython requires Python 2.6+ or Python 3.3+. +#else +#define CYTHON_ABI "0_29_27" +#define CYTHON_HEX_VERSION 0x001D1BF0 +#define CYTHON_FUTURE_DIVISION 0 +#include +#ifndef offsetof + #define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) +#endif +#if !defined(WIN32) && !defined(MS_WINDOWS) + #ifndef __stdcall + #define __stdcall + #endif + #ifndef __cdecl + #define __cdecl + #endif + #ifndef __fastcall + #define __fastcall + #endif +#endif +#ifndef DL_IMPORT + #define DL_IMPORT(t) t +#endif +#ifndef DL_EXPORT + #define DL_EXPORT(t) t +#endif +#define __PYX_COMMA , +#ifndef HAVE_LONG_LONG + #if PY_VERSION_HEX >= 0x02070000 + #define HAVE_LONG_LONG + #endif +#endif +#ifndef PY_LONG_LONG + #define PY_LONG_LONG LONG_LONG +#endif +#ifndef Py_HUGE_VAL + #define Py_HUGE_VAL HUGE_VAL +#endif +#ifdef PYPY_VERSION + #define CYTHON_COMPILING_IN_PYPY 1 + #define CYTHON_COMPILING_IN_PYSTON 0 + #define CYTHON_COMPILING_IN_CPYTHON 0 + #undef CYTHON_USE_TYPE_SLOTS + #define CYTHON_USE_TYPE_SLOTS 0 + #undef CYTHON_USE_PYTYPE_LOOKUP + #define CYTHON_USE_PYTYPE_LOOKUP 0 + #if PY_VERSION_HEX < 0x03050000 + #undef CYTHON_USE_ASYNC_SLOTS + #define CYTHON_USE_ASYNC_SLOTS 0 + #elif !defined(CYTHON_USE_ASYNC_SLOTS) + #define CYTHON_USE_ASYNC_SLOTS 1 + #endif + #undef CYTHON_USE_PYLIST_INTERNALS + #define CYTHON_USE_PYLIST_INTERNALS 0 + #undef CYTHON_USE_UNICODE_INTERNALS + #define CYTHON_USE_UNICODE_INTERNALS 0 + #undef CYTHON_USE_UNICODE_WRITER + #define CYTHON_USE_UNICODE_WRITER 0 + #undef CYTHON_USE_PYLONG_INTERNALS + #define CYTHON_USE_PYLONG_INTERNALS 0 + #undef CYTHON_AVOID_BORROWED_REFS + #define CYTHON_AVOID_BORROWED_REFS 1 + #undef CYTHON_ASSUME_SAFE_MACROS + #define CYTHON_ASSUME_SAFE_MACROS 0 + #undef CYTHON_UNPACK_METHODS + #define CYTHON_UNPACK_METHODS 0 + #undef CYTHON_FAST_THREAD_STATE + #define CYTHON_FAST_THREAD_STATE 0 + #undef CYTHON_FAST_PYCALL + #define CYTHON_FAST_PYCALL 0 + #undef CYTHON_PEP489_MULTI_PHASE_INIT + #define CYTHON_PEP489_MULTI_PHASE_INIT 0 + #undef CYTHON_USE_TP_FINALIZE + #define CYTHON_USE_TP_FINALIZE 0 + #undef CYTHON_USE_DICT_VERSIONS + #define CYTHON_USE_DICT_VERSIONS 0 + #undef CYTHON_USE_EXC_INFO_STACK + #define CYTHON_USE_EXC_INFO_STACK 0 +#elif defined(PYSTON_VERSION) + #define CYTHON_COMPILING_IN_PYPY 0 + #define CYTHON_COMPILING_IN_PYSTON 1 + #define CYTHON_COMPILING_IN_CPYTHON 0 + #ifndef CYTHON_USE_TYPE_SLOTS + #define CYTHON_USE_TYPE_SLOTS 1 + #endif + #undef CYTHON_USE_PYTYPE_LOOKUP + #define CYTHON_USE_PYTYPE_LOOKUP 0 + #undef CYTHON_USE_ASYNC_SLOTS + #define CYTHON_USE_ASYNC_SLOTS 0 + #undef CYTHON_USE_PYLIST_INTERNALS + #define CYTHON_USE_PYLIST_INTERNALS 0 + #ifndef CYTHON_USE_UNICODE_INTERNALS + #define CYTHON_USE_UNICODE_INTERNALS 1 + #endif + #undef CYTHON_USE_UNICODE_WRITER + #define CYTHON_USE_UNICODE_WRITER 0 + #undef CYTHON_USE_PYLONG_INTERNALS + #define CYTHON_USE_PYLONG_INTERNALS 0 + #ifndef CYTHON_AVOID_BORROWED_REFS + #define CYTHON_AVOID_BORROWED_REFS 0 + #endif + #ifndef CYTHON_ASSUME_SAFE_MACROS + #define CYTHON_ASSUME_SAFE_MACROS 1 + #endif + #ifndef CYTHON_UNPACK_METHODS + #define CYTHON_UNPACK_METHODS 1 + #endif + #undef CYTHON_FAST_THREAD_STATE + #define CYTHON_FAST_THREAD_STATE 0 + #undef CYTHON_FAST_PYCALL + #define CYTHON_FAST_PYCALL 0 + #undef CYTHON_PEP489_MULTI_PHASE_INIT + #define CYTHON_PEP489_MULTI_PHASE_INIT 0 + #undef CYTHON_USE_TP_FINALIZE + #define CYTHON_USE_TP_FINALIZE 0 + #undef CYTHON_USE_DICT_VERSIONS + #define CYTHON_USE_DICT_VERSIONS 0 + #undef CYTHON_USE_EXC_INFO_STACK + #define CYTHON_USE_EXC_INFO_STACK 0 +#else + #define CYTHON_COMPILING_IN_PYPY 0 + #define CYTHON_COMPILING_IN_PYSTON 0 + #define CYTHON_COMPILING_IN_CPYTHON 1 + #ifndef CYTHON_USE_TYPE_SLOTS + #define CYTHON_USE_TYPE_SLOTS 1 + #endif + #if PY_VERSION_HEX < 0x02070000 + #undef CYTHON_USE_PYTYPE_LOOKUP + #define CYTHON_USE_PYTYPE_LOOKUP 0 + #elif !defined(CYTHON_USE_PYTYPE_LOOKUP) + #define CYTHON_USE_PYTYPE_LOOKUP 1 + #endif + #if PY_MAJOR_VERSION < 3 + #undef CYTHON_USE_ASYNC_SLOTS + #define CYTHON_USE_ASYNC_SLOTS 0 + #elif !defined(CYTHON_USE_ASYNC_SLOTS) + #define CYTHON_USE_ASYNC_SLOTS 1 + #endif + #if PY_VERSION_HEX < 0x02070000 + #undef CYTHON_USE_PYLONG_INTERNALS + #define CYTHON_USE_PYLONG_INTERNALS 0 + #elif !defined(CYTHON_USE_PYLONG_INTERNALS) + #define CYTHON_USE_PYLONG_INTERNALS 1 + #endif + #ifndef CYTHON_USE_PYLIST_INTERNALS + #define CYTHON_USE_PYLIST_INTERNALS 1 + #endif + #ifndef CYTHON_USE_UNICODE_INTERNALS + #define CYTHON_USE_UNICODE_INTERNALS 1 + #endif + #if PY_VERSION_HEX < 0x030300F0 || PY_VERSION_HEX >= 0x030B00A2 + #undef CYTHON_USE_UNICODE_WRITER + #define CYTHON_USE_UNICODE_WRITER 0 + #elif !defined(CYTHON_USE_UNICODE_WRITER) + #define CYTHON_USE_UNICODE_WRITER 1 + #endif + #ifndef CYTHON_AVOID_BORROWED_REFS + #define CYTHON_AVOID_BORROWED_REFS 0 + #endif + #ifndef CYTHON_ASSUME_SAFE_MACROS + #define CYTHON_ASSUME_SAFE_MACROS 1 + #endif + #ifndef CYTHON_UNPACK_METHODS + #define CYTHON_UNPACK_METHODS 1 + #endif + #ifndef CYTHON_FAST_THREAD_STATE + #define CYTHON_FAST_THREAD_STATE 1 + #endif + #ifndef CYTHON_FAST_PYCALL + #define CYTHON_FAST_PYCALL (PY_VERSION_HEX < 0x030B00A1) + #endif + #ifndef CYTHON_PEP489_MULTI_PHASE_INIT + #define CYTHON_PEP489_MULTI_PHASE_INIT (PY_VERSION_HEX >= 0x03050000) + #endif + #ifndef CYTHON_USE_TP_FINALIZE + #define CYTHON_USE_TP_FINALIZE (PY_VERSION_HEX >= 0x030400a1) + #endif + #ifndef CYTHON_USE_DICT_VERSIONS + #define CYTHON_USE_DICT_VERSIONS (PY_VERSION_HEX >= 0x030600B1) + #endif + #ifndef CYTHON_USE_EXC_INFO_STACK + #define CYTHON_USE_EXC_INFO_STACK (PY_VERSION_HEX >= 0x030700A3) + #endif +#endif +#if !defined(CYTHON_FAST_PYCCALL) +#define CYTHON_FAST_PYCCALL (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1) +#endif +#if CYTHON_USE_PYLONG_INTERNALS + #if PY_MAJOR_VERSION < 3 + #include "longintrepr.h" + #endif + #undef SHIFT + #undef BASE + #undef MASK + #ifdef SIZEOF_VOID_P + enum { __pyx_check_sizeof_voidp = 1 / (int)(SIZEOF_VOID_P == sizeof(void*)) }; + #endif +#endif +#ifndef __has_attribute + #define __has_attribute(x) 0 +#endif +#ifndef __has_cpp_attribute + #define __has_cpp_attribute(x) 0 +#endif +#ifndef CYTHON_RESTRICT + #if defined(__GNUC__) + #define CYTHON_RESTRICT __restrict__ + #elif defined(_MSC_VER) && _MSC_VER >= 1400 + #define CYTHON_RESTRICT __restrict + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_RESTRICT restrict + #else + #define CYTHON_RESTRICT + #endif +#endif +#ifndef CYTHON_UNUSED +# if defined(__GNUC__) +# if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +#endif +#ifndef CYTHON_MAYBE_UNUSED_VAR +# if defined(__cplusplus) + template void CYTHON_MAYBE_UNUSED_VAR( const T& ) { } +# else +# define CYTHON_MAYBE_UNUSED_VAR(x) (void)(x) +# endif +#endif +#ifndef CYTHON_NCP_UNUSED +# if CYTHON_COMPILING_IN_CPYTHON +# define CYTHON_NCP_UNUSED +# else +# define CYTHON_NCP_UNUSED CYTHON_UNUSED +# endif +#endif +#define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None) +#ifdef _MSC_VER + #ifndef _MSC_STDINT_H_ + #if _MSC_VER < 1300 + typedef unsigned char uint8_t; + typedef unsigned int uint32_t; + #else + typedef unsigned __int8 uint8_t; + typedef unsigned __int32 uint32_t; + #endif + #endif +#else + #include +#endif +#ifndef CYTHON_FALLTHROUGH + #if defined(__cplusplus) && __cplusplus >= 201103L + #if __has_cpp_attribute(fallthrough) + #define CYTHON_FALLTHROUGH [[fallthrough]] + #elif __has_cpp_attribute(clang::fallthrough) + #define CYTHON_FALLTHROUGH [[clang::fallthrough]] + #elif __has_cpp_attribute(gnu::fallthrough) + #define CYTHON_FALLTHROUGH [[gnu::fallthrough]] + #endif + #endif + #ifndef CYTHON_FALLTHROUGH + #if __has_attribute(fallthrough) + #define CYTHON_FALLTHROUGH __attribute__((fallthrough)) + #else + #define CYTHON_FALLTHROUGH + #endif + #endif + #if defined(__clang__ ) && defined(__apple_build_version__) + #if __apple_build_version__ < 7000000 + #undef CYTHON_FALLTHROUGH + #define CYTHON_FALLTHROUGH + #endif + #endif +#endif + +#ifndef CYTHON_INLINE + #if defined(__clang__) + #define CYTHON_INLINE __inline__ __attribute__ ((__unused__)) + #elif defined(__GNUC__) + #define CYTHON_INLINE __inline__ + #elif defined(_MSC_VER) + #define CYTHON_INLINE __inline + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_INLINE inline + #else + #define CYTHON_INLINE + #endif +#endif + +#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag) + #define Py_OptimizeFlag 0 +#endif +#define __PYX_BUILD_PY_SSIZE_T "n" +#define CYTHON_FORMAT_SSIZE_T "z" +#if PY_MAJOR_VERSION < 3 + #define __Pyx_BUILTIN_MODULE_NAME "__builtin__" + #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\ + PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) + #define __Pyx_DefaultClassType PyClass_Type +#else + #define __Pyx_BUILTIN_MODULE_NAME "builtins" + #define __Pyx_DefaultClassType PyType_Type +#if PY_VERSION_HEX >= 0x030B00A1 + static CYTHON_INLINE PyCodeObject* __Pyx_PyCode_New(int a, int k, int l, int s, int f, + PyObject *code, PyObject *c, PyObject* n, PyObject *v, + PyObject *fv, PyObject *cell, PyObject* fn, + PyObject *name, int fline, PyObject *lnos) { + PyObject *kwds=NULL, *argcount=NULL, *posonlyargcount=NULL, *kwonlyargcount=NULL; + PyObject *nlocals=NULL, *stacksize=NULL, *flags=NULL, *replace=NULL, *call_result=NULL, *empty=NULL; + const char *fn_cstr=NULL; + const char *name_cstr=NULL; + PyCodeObject* co=NULL; + PyObject *type, *value, *traceback; + PyErr_Fetch(&type, &value, &traceback); + if (!(kwds=PyDict_New())) goto end; + if (!(argcount=PyLong_FromLong(a))) goto end; + if (PyDict_SetItemString(kwds, "co_argcount", argcount) != 0) goto end; + if (!(posonlyargcount=PyLong_FromLong(0))) goto end; + if (PyDict_SetItemString(kwds, "co_posonlyargcount", posonlyargcount) != 0) goto end; + if (!(kwonlyargcount=PyLong_FromLong(k))) goto end; + if (PyDict_SetItemString(kwds, "co_kwonlyargcount", kwonlyargcount) != 0) goto end; + if (!(nlocals=PyLong_FromLong(l))) goto end; + if (PyDict_SetItemString(kwds, "co_nlocals", nlocals) != 0) goto end; + if (!(stacksize=PyLong_FromLong(s))) goto end; + if (PyDict_SetItemString(kwds, "co_stacksize", stacksize) != 0) goto end; + if (!(flags=PyLong_FromLong(f))) goto end; + if (PyDict_SetItemString(kwds, "co_flags", flags) != 0) goto end; + if (PyDict_SetItemString(kwds, "co_code", code) != 0) goto end; + if (PyDict_SetItemString(kwds, "co_consts", c) != 0) goto end; + if (PyDict_SetItemString(kwds, "co_names", n) != 0) goto end; + if (PyDict_SetItemString(kwds, "co_varnames", v) != 0) goto end; + if (PyDict_SetItemString(kwds, "co_freevars", fv) != 0) goto end; + if (PyDict_SetItemString(kwds, "co_cellvars", cell) != 0) goto end; + if (PyDict_SetItemString(kwds, "co_linetable", lnos) != 0) goto end; + if (!(fn_cstr=PyUnicode_AsUTF8AndSize(fn, NULL))) goto end; + if (!(name_cstr=PyUnicode_AsUTF8AndSize(name, NULL))) goto end; + if (!(co = PyCode_NewEmpty(fn_cstr, name_cstr, fline))) goto end; + if (!(replace = PyObject_GetAttrString((PyObject*)co, "replace"))) goto cleanup_code_too; + if (!(empty = PyTuple_New(0))) goto cleanup_code_too; // unfortunately __pyx_empty_tuple isn't available here + if (!(call_result = PyObject_Call(replace, empty, kwds))) goto cleanup_code_too; + Py_XDECREF((PyObject*)co); + co = (PyCodeObject*)call_result; + call_result = NULL; + if (0) { + cleanup_code_too: + Py_XDECREF((PyObject*)co); + co = NULL; + } + end: + Py_XDECREF(kwds); + Py_XDECREF(argcount); + Py_XDECREF(posonlyargcount); + Py_XDECREF(kwonlyargcount); + Py_XDECREF(nlocals); + Py_XDECREF(stacksize); + Py_XDECREF(replace); + Py_XDECREF(call_result); + Py_XDECREF(empty); + if (type) { + PyErr_Restore(type, value, traceback); + } + return co; + } +#else + #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\ + PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) +#endif + #define __Pyx_DefaultClassType PyType_Type +#endif +#ifndef Py_TPFLAGS_CHECKTYPES + #define Py_TPFLAGS_CHECKTYPES 0 +#endif +#ifndef Py_TPFLAGS_HAVE_INDEX + #define Py_TPFLAGS_HAVE_INDEX 0 +#endif +#ifndef Py_TPFLAGS_HAVE_NEWBUFFER + #define Py_TPFLAGS_HAVE_NEWBUFFER 0 +#endif +#ifndef Py_TPFLAGS_HAVE_FINALIZE + #define Py_TPFLAGS_HAVE_FINALIZE 0 +#endif +#ifndef METH_STACKLESS + #define METH_STACKLESS 0 +#endif +#if PY_VERSION_HEX <= 0x030700A3 || !defined(METH_FASTCALL) + #ifndef METH_FASTCALL + #define METH_FASTCALL 0x80 + #endif + typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject *const *args, Py_ssize_t nargs); + typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords) (PyObject *self, PyObject *const *args, + Py_ssize_t nargs, PyObject *kwnames); +#else + #define __Pyx_PyCFunctionFast _PyCFunctionFast + #define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords +#endif +#if CYTHON_FAST_PYCCALL +#define __Pyx_PyFastCFunction_Check(func)\ + ((PyCFunction_Check(func) && (METH_FASTCALL == (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS))))) +#else +#define __Pyx_PyFastCFunction_Check(func) 0 +#endif +#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc) + #define PyObject_Malloc(s) PyMem_Malloc(s) + #define PyObject_Free(p) PyMem_Free(p) + #define PyObject_Realloc(p) PyMem_Realloc(p) +#endif +#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030400A1 + #define PyMem_RawMalloc(n) PyMem_Malloc(n) + #define PyMem_RawRealloc(p, n) PyMem_Realloc(p, n) + #define PyMem_RawFree(p) PyMem_Free(p) +#endif +#if CYTHON_COMPILING_IN_PYSTON + #define __Pyx_PyCode_HasFreeVars(co) PyCode_HasFreeVars(co) + #define __Pyx_PyFrame_SetLineNumber(frame, lineno) PyFrame_SetLineNumber(frame, lineno) +#else + #define __Pyx_PyCode_HasFreeVars(co) (PyCode_GetNumFree(co) > 0) + #define __Pyx_PyFrame_SetLineNumber(frame, lineno) (frame)->f_lineno = (lineno) +#endif +#if !CYTHON_FAST_THREAD_STATE || PY_VERSION_HEX < 0x02070000 + #define __Pyx_PyThreadState_Current PyThreadState_GET() +#elif PY_VERSION_HEX >= 0x03060000 + #define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet() +#elif PY_VERSION_HEX >= 0x03000000 + #define __Pyx_PyThreadState_Current PyThreadState_GET() +#else + #define __Pyx_PyThreadState_Current _PyThreadState_Current +#endif +#if PY_VERSION_HEX < 0x030700A2 && !defined(PyThread_tss_create) && !defined(Py_tss_NEEDS_INIT) +#include "pythread.h" +#define Py_tss_NEEDS_INIT 0 +typedef int Py_tss_t; +static CYTHON_INLINE int PyThread_tss_create(Py_tss_t *key) { + *key = PyThread_create_key(); + return 0; +} +static CYTHON_INLINE Py_tss_t * PyThread_tss_alloc(void) { + Py_tss_t *key = (Py_tss_t *)PyObject_Malloc(sizeof(Py_tss_t)); + *key = Py_tss_NEEDS_INIT; + return key; +} +static CYTHON_INLINE void PyThread_tss_free(Py_tss_t *key) { + PyObject_Free(key); +} +static CYTHON_INLINE int PyThread_tss_is_created(Py_tss_t *key) { + return *key != Py_tss_NEEDS_INIT; +} +static CYTHON_INLINE void PyThread_tss_delete(Py_tss_t *key) { + PyThread_delete_key(*key); + *key = Py_tss_NEEDS_INIT; +} +static CYTHON_INLINE int PyThread_tss_set(Py_tss_t *key, void *value) { + return PyThread_set_key_value(*key, value); +} +static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) { + return PyThread_get_key_value(*key); +} +#endif +#if CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized) +#define __Pyx_PyDict_NewPresized(n) ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n)) +#else +#define __Pyx_PyDict_NewPresized(n) PyDict_New() +#endif +#if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION + #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) +#else + #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y) +#endif +#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 && CYTHON_USE_UNICODE_INTERNALS +#define __Pyx_PyDict_GetItemStr(dict, name) _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash) +#else +#define __Pyx_PyDict_GetItemStr(dict, name) PyDict_GetItem(dict, name) +#endif +#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND) + #define CYTHON_PEP393_ENABLED 1 + #if defined(PyUnicode_IS_READY) + #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ?\ + 0 : _PyUnicode_Ready((PyObject *)(op))) + #else + #define __Pyx_PyUnicode_READY(op) (0) + #endif + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u) + #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) + #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) PyUnicode_MAX_CHAR_VALUE(u) + #define __Pyx_PyUnicode_KIND(u) PyUnicode_KIND(u) + #define __Pyx_PyUnicode_DATA(u) PyUnicode_DATA(u) + #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) + #define __Pyx_PyUnicode_WRITE(k, d, i, ch) PyUnicode_WRITE(k, d, i, ch) + #if defined(PyUnicode_IS_READY) && defined(PyUnicode_GET_SIZE) + #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03090000 + #define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : ((PyCompactUnicodeObject *)(u))->wstr_length)) + #else + #define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u))) + #endif + #else + #define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GET_LENGTH(u)) + #endif +#else + #define CYTHON_PEP393_ENABLED 0 + #define PyUnicode_1BYTE_KIND 1 + #define PyUnicode_2BYTE_KIND 2 + #define PyUnicode_4BYTE_KIND 4 + #define __Pyx_PyUnicode_READY(op) (0) + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u) + #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i])) + #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) ((sizeof(Py_UNICODE) == 2) ? 65535 : 1114111) + #define __Pyx_PyUnicode_KIND(u) (sizeof(Py_UNICODE)) + #define __Pyx_PyUnicode_DATA(u) ((void*)PyUnicode_AS_UNICODE(u)) + #define __Pyx_PyUnicode_READ(k, d, i) ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i])) + #define __Pyx_PyUnicode_WRITE(k, d, i, ch) (((void)(k)), ((Py_UNICODE*)d)[i] = ch) + #define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GET_SIZE(u)) +#endif +#if CYTHON_COMPILING_IN_PYPY + #define __Pyx_PyUnicode_Concat(a, b) PyNumber_Add(a, b) + #define __Pyx_PyUnicode_ConcatSafe(a, b) PyNumber_Add(a, b) +#else + #define __Pyx_PyUnicode_Concat(a, b) PyUnicode_Concat(a, b) + #define __Pyx_PyUnicode_ConcatSafe(a, b) ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\ + PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b)) +#endif +#if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains) + #define PyUnicode_Contains(u, s) PySequence_Contains(u, s) +#endif +#if CYTHON_COMPILING_IN_PYPY && !defined(PyByteArray_Check) + #define PyByteArray_Check(obj) PyObject_TypeCheck(obj, &PyByteArray_Type) +#endif +#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format) + #define PyObject_Format(obj, fmt) PyObject_CallMethod(obj, "__format__", "O", fmt) +#endif +#define __Pyx_PyString_FormatSafe(a, b) ((unlikely((a) == Py_None || (PyString_Check(b) && !PyString_CheckExact(b)))) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b)) +#define __Pyx_PyUnicode_FormatSafe(a, b) ((unlikely((a) == Py_None || (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b)) +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyString_Format(a, b) PyUnicode_Format(a, b) +#else + #define __Pyx_PyString_Format(a, b) PyString_Format(a, b) +#endif +#if PY_MAJOR_VERSION < 3 && !defined(PyObject_ASCII) + #define PyObject_ASCII(o) PyObject_Repr(o) +#endif +#if PY_MAJOR_VERSION >= 3 + #define PyBaseString_Type PyUnicode_Type + #define PyStringObject PyUnicodeObject + #define PyString_Type PyUnicode_Type + #define PyString_Check PyUnicode_Check + #define PyString_CheckExact PyUnicode_CheckExact +#ifndef PyObject_Unicode + #define PyObject_Unicode PyObject_Str +#endif +#endif +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj) + #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj) +#else + #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj)) + #define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj)) +#endif +#ifndef PySet_CheckExact + #define PySet_CheckExact(obj) (Py_TYPE(obj) == &PySet_Type) +#endif +#if PY_VERSION_HEX >= 0x030900A4 + #define __Pyx_SET_REFCNT(obj, refcnt) Py_SET_REFCNT(obj, refcnt) + #define __Pyx_SET_SIZE(obj, size) Py_SET_SIZE(obj, size) +#else + #define __Pyx_SET_REFCNT(obj, refcnt) Py_REFCNT(obj) = (refcnt) + #define __Pyx_SET_SIZE(obj, size) Py_SIZE(obj) = (size) +#endif +#if CYTHON_ASSUME_SAFE_MACROS + #define __Pyx_PySequence_SIZE(seq) Py_SIZE(seq) +#else + #define __Pyx_PySequence_SIZE(seq) PySequence_Size(seq) +#endif +#if PY_MAJOR_VERSION >= 3 + #define PyIntObject PyLongObject + #define PyInt_Type PyLong_Type + #define PyInt_Check(op) PyLong_Check(op) + #define PyInt_CheckExact(op) PyLong_CheckExact(op) + #define PyInt_FromString PyLong_FromString + #define PyInt_FromUnicode PyLong_FromUnicode + #define PyInt_FromLong PyLong_FromLong + #define PyInt_FromSize_t PyLong_FromSize_t + #define PyInt_FromSsize_t PyLong_FromSsize_t + #define PyInt_AsLong PyLong_AsLong + #define PyInt_AS_LONG PyLong_AS_LONG + #define PyInt_AsSsize_t PyLong_AsSsize_t + #define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask + #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask + #define PyNumber_Int PyNumber_Long +#endif +#if PY_MAJOR_VERSION >= 3 + #define PyBoolObject PyLongObject +#endif +#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY + #ifndef PyUnicode_InternFromString + #define PyUnicode_InternFromString(s) PyUnicode_FromString(s) + #endif +#endif +#if PY_VERSION_HEX < 0x030200A4 + typedef long Py_hash_t; + #define __Pyx_PyInt_FromHash_t PyInt_FromLong + #define __Pyx_PyInt_AsHash_t __Pyx_PyIndex_AsHash_t +#else + #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t + #define __Pyx_PyInt_AsHash_t __Pyx_PyIndex_AsSsize_t +#endif +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyMethod_New(func, self, klass) ((self) ? ((void)(klass), PyMethod_New(func, self)) : __Pyx_NewRef(func)) +#else + #define __Pyx_PyMethod_New(func, self, klass) PyMethod_New(func, self, klass) +#endif +#if CYTHON_USE_ASYNC_SLOTS + #if PY_VERSION_HEX >= 0x030500B1 + #define __Pyx_PyAsyncMethodsStruct PyAsyncMethods + #define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async) + #else + #define __Pyx_PyType_AsAsync(obj) ((__Pyx_PyAsyncMethodsStruct*) (Py_TYPE(obj)->tp_reserved)) + #endif +#else + #define __Pyx_PyType_AsAsync(obj) NULL +#endif +#ifndef __Pyx_PyAsyncMethodsStruct + typedef struct { + unaryfunc am_await; + unaryfunc am_aiter; + unaryfunc am_anext; + } __Pyx_PyAsyncMethodsStruct; +#endif + +#if defined(WIN32) || defined(MS_WINDOWS) + #define _USE_MATH_DEFINES +#endif +#include +#ifdef NAN +#define __PYX_NAN() ((float) NAN) +#else +static CYTHON_INLINE float __PYX_NAN() { + float value; + memset(&value, 0xFF, sizeof(value)); + return value; +} +#endif +#if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL) +#define __Pyx_truncl trunc +#else +#define __Pyx_truncl truncl +#endif + +#define __PYX_MARK_ERR_POS(f_index, lineno) \ + { __pyx_filename = __pyx_f[f_index]; (void)__pyx_filename; __pyx_lineno = lineno; (void)__pyx_lineno; __pyx_clineno = __LINE__; (void)__pyx_clineno; } +#define __PYX_ERR(f_index, lineno, Ln_error) \ + { __PYX_MARK_ERR_POS(f_index, lineno) goto Ln_error; } + +#ifndef __PYX_EXTERN_C + #ifdef __cplusplus + #define __PYX_EXTERN_C extern "C" + #else + #define __PYX_EXTERN_C extern + #endif +#endif + +#define __PYX_HAVE__pynars__utils__SparseLUT__branch_list +#define __PYX_HAVE_API__pynars__utils__SparseLUT__branch_list +/* Early includes */ +#ifdef _OPENMP +#include +#endif /* _OPENMP */ + +#if defined(PYREX_WITHOUT_ASSERTIONS) && !defined(CYTHON_WITHOUT_ASSERTIONS) +#define CYTHON_WITHOUT_ASSERTIONS +#endif + +typedef struct {PyObject **p; const char *s; const Py_ssize_t n; const char* encoding; + const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; + +#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0 +#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0 +#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT (PY_MAJOR_VERSION >= 3 && __PYX_DEFAULT_STRING_ENCODING_IS_UTF8) +#define __PYX_DEFAULT_STRING_ENCODING "" +#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString +#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize +#define __Pyx_uchar_cast(c) ((unsigned char)c) +#define __Pyx_long_cast(x) ((long)x) +#define __Pyx_fits_Py_ssize_t(v, type, is_signed) (\ + (sizeof(type) < sizeof(Py_ssize_t)) ||\ + (sizeof(type) > sizeof(Py_ssize_t) &&\ + likely(v < (type)PY_SSIZE_T_MAX ||\ + v == (type)PY_SSIZE_T_MAX) &&\ + (!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||\ + v == (type)PY_SSIZE_T_MIN))) ||\ + (sizeof(type) == sizeof(Py_ssize_t) &&\ + (is_signed || likely(v < (type)PY_SSIZE_T_MAX ||\ + v == (type)PY_SSIZE_T_MAX))) ) +static CYTHON_INLINE int __Pyx_is_valid_index(Py_ssize_t i, Py_ssize_t limit) { + return (size_t) i < (size_t) limit; +} +#if defined (__cplusplus) && __cplusplus >= 201103L + #include + #define __Pyx_sst_abs(value) std::abs(value) +#elif SIZEOF_INT >= SIZEOF_SIZE_T + #define __Pyx_sst_abs(value) abs(value) +#elif SIZEOF_LONG >= SIZEOF_SIZE_T + #define __Pyx_sst_abs(value) labs(value) +#elif defined (_MSC_VER) + #define __Pyx_sst_abs(value) ((Py_ssize_t)_abs64(value)) +#elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define __Pyx_sst_abs(value) llabs(value) +#elif defined (__GNUC__) + #define __Pyx_sst_abs(value) __builtin_llabs(value) +#else + #define __Pyx_sst_abs(value) ((value<0) ? -value : value) +#endif +static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*); +static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length); +#define __Pyx_PyByteArray_FromString(s) PyByteArray_FromStringAndSize((const char*)s, strlen((const char*)s)) +#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l) +#define __Pyx_PyBytes_FromString PyBytes_FromString +#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize +static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char*); +#if PY_MAJOR_VERSION < 3 + #define __Pyx_PyStr_FromString __Pyx_PyBytes_FromString + #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize +#else + #define __Pyx_PyStr_FromString __Pyx_PyUnicode_FromString + #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize +#endif +#define __Pyx_PyBytes_AsWritableString(s) ((char*) PyBytes_AS_STRING(s)) +#define __Pyx_PyBytes_AsWritableSString(s) ((signed char*) PyBytes_AS_STRING(s)) +#define __Pyx_PyBytes_AsWritableUString(s) ((unsigned char*) PyBytes_AS_STRING(s)) +#define __Pyx_PyBytes_AsString(s) ((const char*) PyBytes_AS_STRING(s)) +#define __Pyx_PyBytes_AsSString(s) ((const signed char*) PyBytes_AS_STRING(s)) +#define __Pyx_PyBytes_AsUString(s) ((const unsigned char*) PyBytes_AS_STRING(s)) +#define __Pyx_PyObject_AsWritableString(s) ((char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_AsWritableSString(s) ((signed char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_AsWritableUString(s) ((unsigned char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_AsSString(s) ((const signed char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_AsUString(s) ((const unsigned char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_FromCString(s) __Pyx_PyObject_FromString((const char*)s) +#define __Pyx_PyBytes_FromCString(s) __Pyx_PyBytes_FromString((const char*)s) +#define __Pyx_PyByteArray_FromCString(s) __Pyx_PyByteArray_FromString((const char*)s) +#define __Pyx_PyStr_FromCString(s) __Pyx_PyStr_FromString((const char*)s) +#define __Pyx_PyUnicode_FromCString(s) __Pyx_PyUnicode_FromString((const char*)s) +static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) { + const Py_UNICODE *u_end = u; + while (*u_end++) ; + return (size_t)(u_end - u - 1); +} +#define __Pyx_PyUnicode_FromUnicode(u) PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u)) +#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode +#define __Pyx_PyUnicode_AsUnicode PyUnicode_AsUnicode +#define __Pyx_NewRef(obj) (Py_INCREF(obj), obj) +#define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None) +static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b); +static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*); +static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject*); +static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x); +#define __Pyx_PySequence_Tuple(obj)\ + (likely(PyTuple_CheckExact(obj)) ? __Pyx_NewRef(obj) : PySequence_Tuple(obj)) +static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*); +static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t); +static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject*); +#if CYTHON_ASSUME_SAFE_MACROS +#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x)) +#else +#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x) +#endif +#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x)) +#if PY_MAJOR_VERSION >= 3 +#define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x)) +#else +#define __Pyx_PyNumber_Int(x) (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x)) +#endif +#define __Pyx_PyNumber_Float(x) (PyFloat_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Float(x)) +#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII +static int __Pyx_sys_getdefaultencoding_not_ascii; +static int __Pyx_init_sys_getdefaultencoding_params(void) { + PyObject* sys; + PyObject* default_encoding = NULL; + PyObject* ascii_chars_u = NULL; + PyObject* ascii_chars_b = NULL; + const char* default_encoding_c; + sys = PyImport_ImportModule("sys"); + if (!sys) goto bad; + default_encoding = PyObject_CallMethod(sys, (char*) "getdefaultencoding", NULL); + Py_DECREF(sys); + if (!default_encoding) goto bad; + default_encoding_c = PyBytes_AsString(default_encoding); + if (!default_encoding_c) goto bad; + if (strcmp(default_encoding_c, "ascii") == 0) { + __Pyx_sys_getdefaultencoding_not_ascii = 0; + } else { + char ascii_chars[128]; + int c; + for (c = 0; c < 128; c++) { + ascii_chars[c] = c; + } + __Pyx_sys_getdefaultencoding_not_ascii = 1; + ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL); + if (!ascii_chars_u) goto bad; + ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL); + if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || memcmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) { + PyErr_Format( + PyExc_ValueError, + "This module compiled with c_string_encoding=ascii, but default encoding '%.200s' is not a superset of ascii.", + default_encoding_c); + goto bad; + } + Py_DECREF(ascii_chars_u); + Py_DECREF(ascii_chars_b); + } + Py_DECREF(default_encoding); + return 0; +bad: + Py_XDECREF(default_encoding); + Py_XDECREF(ascii_chars_u); + Py_XDECREF(ascii_chars_b); + return -1; +} +#endif +#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3 +#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL) +#else +#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL) +#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT +static char* __PYX_DEFAULT_STRING_ENCODING; +static int __Pyx_init_sys_getdefaultencoding_params(void) { + PyObject* sys; + PyObject* default_encoding = NULL; + char* default_encoding_c; + sys = PyImport_ImportModule("sys"); + if (!sys) goto bad; + default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL); + Py_DECREF(sys); + if (!default_encoding) goto bad; + default_encoding_c = PyBytes_AsString(default_encoding); + if (!default_encoding_c) goto bad; + __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c) + 1); + if (!__PYX_DEFAULT_STRING_ENCODING) goto bad; + strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c); + Py_DECREF(default_encoding); + return 0; +bad: + Py_XDECREF(default_encoding); + return -1; +} +#endif +#endif + + +/* Test for GCC > 2.95 */ +#if defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95))) + #define likely(x) __builtin_expect(!!(x), 1) + #define unlikely(x) __builtin_expect(!!(x), 0) +#else /* !__GNUC__ or GCC < 2.95 */ + #define likely(x) (x) + #define unlikely(x) (x) +#endif /* __GNUC__ */ +static CYTHON_INLINE void __Pyx_pretend_to_initialize(void* ptr) { (void)ptr; } + +static PyObject *__pyx_m = NULL; +static PyObject *__pyx_d; +static PyObject *__pyx_b; +static PyObject *__pyx_cython_runtime = NULL; +static PyObject *__pyx_empty_tuple; +static PyObject *__pyx_empty_bytes; +static PyObject *__pyx_empty_unicode; +static int __pyx_lineno; +static int __pyx_clineno = 0; +static const char * __pyx_cfilenm= __FILE__; +static const char *__pyx_filename; + + +static const char *__pyx_f[] = { + "branch_list.py", +}; + +/*--- Type declarations ---*/ +struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct__values; +struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_1_genexpr; +struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_2__merge; +struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr; +struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build; +struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw; +struct __pyx_defaults; +typedef struct __pyx_defaults __pyx_defaults; +struct __pyx_defaults { + PyObject *__pyx_arg_value_func; + PyObject *__pyx_arg_add_func; +}; + +/* "pynars/utils/SparseLUT/branch_list.py":44 + * + * + * def values(self) -> List['Node']: # <<<<<<<<<<<<<< + * return tuple(val for values in self.dict.values() for val in values.values()) + * + */ +struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct__values { + PyObject_HEAD + PyObject *__pyx_v_self; +}; + + +/* "pynars/utils/SparseLUT/branch_list.py":45 + * + * def values(self) -> List['Node']: + * return tuple(val for values in self.dict.values() for val in values.values()) # <<<<<<<<<<<<<< + * + * + */ +struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_1_genexpr { + PyObject_HEAD + struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct__values *__pyx_outer_scope; + PyObject *__pyx_v_val; + PyObject *__pyx_v_values; + PyObject *__pyx_t_0; + PyObject *__pyx_t_1; + Py_ssize_t __pyx_t_2; + PyObject *(*__pyx_t_3)(PyObject *); + Py_ssize_t __pyx_t_4; + PyObject *(*__pyx_t_5)(PyObject *); +}; + + +/* "pynars/utils/SparseLUT/branch_list.py":198 + * + * + * def _merge(self, blists: List[Node], blist_in: List[Node], blist_last: Node=None, blist_in_last: Node=None, is_new_blist: bool=False, depth=0): # <<<<<<<<<<<<<< + * '''merge the new indices into `self.blist` + * + */ +struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_2__merge { + PyObject_HEAD + PyObject *__pyx_v_blists; +}; + + +/* "pynars/utils/SparseLUT/branch_list.py":210 + * + * index_new = blist_in.index + * index_new_diff = index_new - set().union(*(blist[0] for blist in blists)) # <<<<<<<<<<<<<< + * if len(index_new_diff) > 0: + * # the new one to be add + */ +struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr { + PyObject_HEAD + struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_2__merge *__pyx_outer_scope; + PyObject *__pyx_v_blist; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "pynars/utils/SparseLUT/branch_list.py":319 + * + * + * def build(self, value_func: Callable=OrderedSet, add_func: Callable=OrderedSet.add): # list, OrderedSet, etc. # <<<<<<<<<<<<<< + * # @cython.cfunc + * # @cython.returns(cython.void) + */ +struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build { + PyObject_HEAD + PyObject *__pyx_v_get_value; + PyObject *__pyx_v_self; + PyObject *__pyx_v_set_value_by_func; +}; + + +/* "pynars/utils/SparseLUT/branch_list.py":369 + * + * + * def draw(self, blists: List[Node]=None, show_labels=True): # <<<<<<<<<<<<<< + * '''''' + * # from matplotlib.text import Text + */ +struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw { + PyObject_HEAD + PyObject *__pyx_v_add_nodes; + PyObject *__pyx_v_self; +}; + + +/* --- Runtime support code (head) --- */ +/* Refnanny.proto */ +#ifndef CYTHON_REFNANNY + #define CYTHON_REFNANNY 0 +#endif +#if CYTHON_REFNANNY + typedef struct { + void (*INCREF)(void*, PyObject*, int); + void (*DECREF)(void*, PyObject*, int); + void (*GOTREF)(void*, PyObject*, int); + void (*GIVEREF)(void*, PyObject*, int); + void* (*SetupContext)(const char*, int, const char*); + void (*FinishContext)(void**); + } __Pyx_RefNannyAPIStruct; + static __Pyx_RefNannyAPIStruct *__Pyx_RefNanny = NULL; + static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname); + #define __Pyx_RefNannyDeclarations void *__pyx_refnanny = NULL; 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r = NULL; __Pyx_DECREF(tmp);}} while(0) + +/* PyObjectGetAttrStr.proto */ +#if CYTHON_USE_TYPE_SLOTS +static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name); +#else +#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n) +#endif + +/* GetBuiltinName.proto */ +static PyObject *__Pyx_GetBuiltinName(PyObject *name); + +/* PyDictVersioning.proto */ +#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS +#define __PYX_DICT_VERSION_INIT ((PY_UINT64_T) -1) +#define __PYX_GET_DICT_VERSION(dict) (((PyDictObject*)(dict))->ma_version_tag) +#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)\ + (version_var) = __PYX_GET_DICT_VERSION(dict);\ + (cache_var) = (value); +#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) {\ + static PY_UINT64_T __pyx_dict_version = 0;\ + static PyObject *__pyx_dict_cached_value = NULL;\ + if (likely(__PYX_GET_DICT_VERSION(DICT) == __pyx_dict_version)) {\ + (VAR) = __pyx_dict_cached_value;\ + } else {\ + (VAR) = __pyx_dict_cached_value = (LOOKUP);\ + __pyx_dict_version = __PYX_GET_DICT_VERSION(DICT);\ + }\ +} +static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj); 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+ #include "frameobject.h" + #define __Pxy_PyFrame_Initialize_Offsets()\ + ((void)__Pyx_BUILD_ASSERT_EXPR(sizeof(PyFrameObject) == offsetof(PyFrameObject, f_localsplus) + Py_MEMBER_SIZE(PyFrameObject, f_localsplus)),\ + (void)(__pyx_pyframe_localsplus_offset = ((size_t)PyFrame_Type.tp_basicsize) - Py_MEMBER_SIZE(PyFrameObject, f_localsplus))) + #define __Pyx_PyFrame_GetLocalsplus(frame)\ + (assert(__pyx_pyframe_localsplus_offset), (PyObject **)(((char *)(frame)) + __pyx_pyframe_localsplus_offset)) +#endif // CYTHON_FAST_PYCALL +#endif + +/* PyObjectCall.proto */ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw); +#else +#define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw) +#endif + +/* PyObjectCall2Args.proto */ +static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2); + +/* PyObjectCallMethO.proto */ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg); +#endif + +/* PyObjectCallOneArg.proto */ +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg); + +/* PyObjectCallNoArg.proto */ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func); +#else +#define __Pyx_PyObject_CallNoArg(func) __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL) +#endif + +/* PyObjectSetAttrStr.proto */ +#if CYTHON_USE_TYPE_SLOTS +#define __Pyx_PyObject_DelAttrStr(o,n) __Pyx_PyObject_SetAttrStr(o, n, NULL) +static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value); +#else +#define __Pyx_PyObject_DelAttrStr(o,n) PyObject_DelAttr(o,n) +#define __Pyx_PyObject_SetAttrStr(o,n,v) PyObject_SetAttr(o,n,v) +#endif + +/* RaiseArgTupleInvalid.proto */ +static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact, + Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found); + +/* RaiseDoubleKeywords.proto */ +static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name); + +/* ParseKeywords.proto */ +static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[],\ + PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args,\ + const char* function_name); + +/* PyIntBinop.proto */ +#if !CYTHON_COMPILING_IN_PYPY +static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check); +#else +#define __Pyx_PyInt_AddObjC(op1, op2, intval, inplace, zerodivision_check)\ + (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2)) +#endif + +/* PySequenceContains.proto */ +static CYTHON_INLINE int __Pyx_PySequence_ContainsTF(PyObject* item, PyObject* seq, int eq) { + int result = PySequence_Contains(seq, item); + return unlikely(result < 0) ? result : (result == (eq == Py_EQ)); +} + +/* None.proto */ +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname); + +/* PyIntBinop.proto */ +#if !CYTHON_COMPILING_IN_PYPY +static PyObject* __Pyx_PyInt_SubtractObjC(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check); +#else +#define __Pyx_PyInt_SubtractObjC(op1, op2, intval, inplace, zerodivision_check)\ + (inplace ? PyNumber_InPlaceSubtract(op1, op2) : PyNumber_Subtract(op1, op2)) +#endif + +/* ArgTypeTest.proto */ +#define __Pyx_ArgTypeTest(obj, type, none_allowed, name, exact)\ + ((likely((Py_TYPE(obj) == type) | (none_allowed && (obj == Py_None)))) ? 1 :\ + __Pyx__ArgTypeTest(obj, type, name, exact)) +static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact); + +/* ListAppend.proto */ +#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS +static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) { + PyListObject* L = (PyListObject*) list; + Py_ssize_t len = Py_SIZE(list); + if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) { + Py_INCREF(x); + PyList_SET_ITEM(list, len, x); + __Pyx_SET_SIZE(list, len + 1); + return 0; + } + return PyList_Append(list, x); +} +#else +#define __Pyx_PyList_Append(L,x) PyList_Append(L,x) +#endif + +/* PyObjectGetMethod.proto */ +static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method); + +/* PyObjectCallMethod1.proto */ +static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg); + +/* append.proto */ +static CYTHON_INLINE int __Pyx_PyObject_Append(PyObject* L, PyObject* x); + +/* PyIntCompare.proto */ +static CYTHON_INLINE PyObject* __Pyx_PyInt_EqObjC(PyObject *op1, PyObject *op2, long intval, long inplace); + +/* PyThreadStateGet.proto */ +#if CYTHON_FAST_THREAD_STATE +#define __Pyx_PyThreadState_declare PyThreadState *__pyx_tstate; +#define __Pyx_PyThreadState_assign __pyx_tstate = __Pyx_PyThreadState_Current; +#define __Pyx_PyErr_Occurred() __pyx_tstate->curexc_type +#else +#define __Pyx_PyThreadState_declare +#define __Pyx_PyThreadState_assign +#define __Pyx_PyErr_Occurred() PyErr_Occurred() +#endif + +/* PyErrFetchRestore.proto */ +#if CYTHON_FAST_THREAD_STATE +#define __Pyx_PyErr_Clear() __Pyx_ErrRestore(NULL, NULL, NULL) +#define __Pyx_ErrRestoreWithState(type, value, tb) __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb) +#define __Pyx_ErrFetchWithState(type, value, tb) __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb) +#define __Pyx_ErrRestore(type, value, tb) __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb) +#define __Pyx_ErrFetch(type, value, tb) __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb) +static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb); +static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); +#if CYTHON_COMPILING_IN_CPYTHON +#define __Pyx_PyErr_SetNone(exc) (Py_INCREF(exc), __Pyx_ErrRestore((exc), NULL, NULL)) +#else +#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc) +#endif +#else +#define __Pyx_PyErr_Clear() PyErr_Clear() +#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc) +#define __Pyx_ErrRestoreWithState(type, value, tb) PyErr_Restore(type, value, tb) +#define __Pyx_ErrFetchWithState(type, value, tb) PyErr_Fetch(type, value, tb) +#define __Pyx_ErrRestoreInState(tstate, type, value, tb) PyErr_Restore(type, value, tb) +#define __Pyx_ErrFetchInState(tstate, type, value, tb) PyErr_Fetch(type, value, tb) +#define __Pyx_ErrRestore(type, value, tb) PyErr_Restore(type, value, tb) +#define __Pyx_ErrFetch(type, value, tb) PyErr_Fetch(type, value, tb) +#endif + +/* RaiseException.proto */ +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); + +/* GetItemInt.proto */ +#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ + __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) :\ + (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) :\ + __Pyx_GetItemInt_Generic(o, to_py_func(i)))) +#define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ + __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\ + (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL)) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ + __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\ + (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL)) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j); +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, + int is_list, int wraparound, int boundscheck); + +/* ListCompAppend.proto */ +#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS +static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) { + PyListObject* L = (PyListObject*) list; + Py_ssize_t len = Py_SIZE(list); + if (likely(L->allocated > len)) { + Py_INCREF(x); + PyList_SET_ITEM(list, len, x); + __Pyx_SET_SIZE(list, len + 1); + return 0; + } + return PyList_Append(list, x); +} +#else +#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x) +#endif + +/* SliceObject.proto */ +static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice( + PyObject* obj, Py_ssize_t cstart, Py_ssize_t cstop, + PyObject** py_start, PyObject** py_stop, PyObject** py_slice, + int has_cstart, int has_cstop, int wraparound); + +/* ObjectGetItem.proto */ +#if CYTHON_USE_TYPE_SLOTS +static CYTHON_INLINE PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject* key); +#else +#define __Pyx_PyObject_GetItem(obj, key) PyObject_GetItem(obj, key) +#endif + +/* UnpackUnboundCMethod.proto */ +typedef struct { + PyObject *type; + PyObject **method_name; + PyCFunction func; + PyObject *method; + int flag; +} __Pyx_CachedCFunction; + +/* CallUnboundCMethod1.proto */ +static PyObject* __Pyx__CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg); +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg); +#else +#define __Pyx_CallUnboundCMethod1(cfunc, self, arg) __Pyx__CallUnboundCMethod1(cfunc, self, arg) +#endif + +/* SetItemInt.proto */ +#define __Pyx_SetItemInt(o, i, v, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ + __Pyx_SetItemInt_Fast(o, (Py_ssize_t)i, v, is_list, wraparound, boundscheck) :\ + (is_list ? (PyErr_SetString(PyExc_IndexError, "list assignment index out of range"), -1) :\ + __Pyx_SetItemInt_Generic(o, to_py_func(i), v))) +static int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v); +static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v, + int is_list, int wraparound, int boundscheck); + +/* FetchCommonType.proto */ +static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type); + +/* CythonFunctionShared.proto */ +#define __Pyx_CyFunction_USED 1 +#define __Pyx_CYFUNCTION_STATICMETHOD 0x01 +#define __Pyx_CYFUNCTION_CLASSMETHOD 0x02 +#define __Pyx_CYFUNCTION_CCLASS 0x04 +#define __Pyx_CyFunction_GetClosure(f)\ + (((__pyx_CyFunctionObject *) (f))->func_closure) +#define __Pyx_CyFunction_GetClassObj(f)\ + (((__pyx_CyFunctionObject *) (f))->func_classobj) +#define __Pyx_CyFunction_Defaults(type, f)\ + ((type *)(((__pyx_CyFunctionObject *) (f))->defaults)) +#define __Pyx_CyFunction_SetDefaultsGetter(f, g)\ + ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g) +typedef struct { + PyCFunctionObject func; +#if PY_VERSION_HEX < 0x030500A0 + PyObject *func_weakreflist; +#endif + PyObject *func_dict; + PyObject *func_name; + PyObject *func_qualname; + PyObject *func_doc; + PyObject *func_globals; + PyObject *func_code; + PyObject *func_closure; + PyObject *func_classobj; + void *defaults; + int defaults_pyobjects; + size_t defaults_size; // used by FusedFunction for copying defaults + int flags; + PyObject *defaults_tuple; + PyObject *defaults_kwdict; + PyObject *(*defaults_getter)(PyObject *); + PyObject *func_annotations; +} __pyx_CyFunctionObject; +static PyTypeObject *__pyx_CyFunctionType = 0; +#define __Pyx_CyFunction_Check(obj) (__Pyx_TypeCheck(obj, __pyx_CyFunctionType)) +static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject* op, PyMethodDef *ml, + int flags, PyObject* qualname, + PyObject *self, + PyObject *module, PyObject *globals, + PyObject* code); +static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *m, + size_t size, + int pyobjects); +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m, + PyObject *tuple); +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m, + PyObject *dict); +static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m, + PyObject *dict); +static int __pyx_CyFunction_init(void); + +/* CythonFunction.proto */ +static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml, + int flags, PyObject* qualname, + PyObject *closure, + PyObject *module, PyObject *globals, + PyObject* code); + +/* RaiseTooManyValuesToUnpack.proto */ +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); + +/* RaiseNeedMoreValuesToUnpack.proto */ +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); + +/* IterFinish.proto */ +static CYTHON_INLINE int __Pyx_IterFinish(void); + +/* UnpackItemEndCheck.proto */ +static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected); + +/* Import.proto */ +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); + +/* DictGetItem.proto */ +#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY +static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key); +#define __Pyx_PyObject_Dict_GetItem(obj, name)\ + (likely(PyDict_CheckExact(obj)) ?\ + __Pyx_PyDict_GetItem(obj, name) : PyObject_GetItem(obj, name)) +#else +#define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key) +#define __Pyx_PyObject_Dict_GetItem(obj, name) PyObject_GetItem(obj, name) +#endif + +/* IncludeStringH.proto */ +#include + +/* PyObject_GenericGetAttrNoDict.proto */ +#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000 +static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name); +#else +#define __Pyx_PyObject_GenericGetAttrNoDict PyObject_GenericGetAttr +#endif + +/* ImportFrom.proto */ +static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name); + +/* SetNameInClass.proto */ +#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 +#define __Pyx_SetNameInClass(ns, name, value)\ + (likely(PyDict_CheckExact(ns)) ? _PyDict_SetItem_KnownHash(ns, name, value, ((PyASCIIObject *) name)->hash) : PyObject_SetItem(ns, name, value)) +#elif CYTHON_COMPILING_IN_CPYTHON +#define __Pyx_SetNameInClass(ns, name, value)\ + (likely(PyDict_CheckExact(ns)) ? PyDict_SetItem(ns, name, value) : PyObject_SetItem(ns, name, value)) +#else +#define __Pyx_SetNameInClass(ns, name, value) PyObject_SetItem(ns, name, value) +#endif + +/* CalculateMetaclass.proto */ +static PyObject *__Pyx_CalculateMetaclass(PyTypeObject *metaclass, PyObject *bases); + +/* Py3ClassCreate.proto */ +static PyObject *__Pyx_Py3MetaclassPrepare(PyObject *metaclass, PyObject *bases, PyObject *name, PyObject *qualname, + PyObject *mkw, PyObject *modname, PyObject *doc); +static PyObject *__Pyx_Py3ClassCreate(PyObject *metaclass, PyObject *name, PyObject *bases, PyObject *dict, + PyObject *mkw, int calculate_metaclass, int allow_py2_metaclass); + +/* BytesEquals.proto */ +static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals); + +/* UnicodeEquals.proto */ +static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals); + +/* StrEquals.proto */ +#if PY_MAJOR_VERSION >= 3 +#define __Pyx_PyString_Equals __Pyx_PyUnicode_Equals +#else +#define __Pyx_PyString_Equals __Pyx_PyBytes_Equals +#endif + +/* CLineInTraceback.proto */ +#ifdef CYTHON_CLINE_IN_TRACEBACK +#define __Pyx_CLineForTraceback(tstate, c_line) (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0) +#else +static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line); +#endif + +/* CodeObjectCache.proto */ +typedef struct { + PyCodeObject* code_object; + int code_line; +} __Pyx_CodeObjectCacheEntry; +struct __Pyx_CodeObjectCache { + int count; + int max_count; + __Pyx_CodeObjectCacheEntry* entries; +}; +static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL}; +static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line); +static PyCodeObject *__pyx_find_code_object(int code_line); +static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object); + +/* AddTraceback.proto */ +static void __Pyx_AddTraceback(const char *funcname, int c_line, + int py_line, const char *filename); + +/* GCCDiagnostics.proto */ +#if defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 6)) +#define __Pyx_HAS_GCC_DIAGNOSTIC +#endif + +/* Print.proto */ +static int __Pyx_Print(PyObject*, PyObject *, int); +#if CYTHON_COMPILING_IN_PYPY || PY_MAJOR_VERSION >= 3 +static PyObject* __pyx_print = 0; +static PyObject* __pyx_print_kwargs = 0; +#endif + +/* CIntToPy.proto */ +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); + +/* PrintOne.proto */ +static int __Pyx_PrintOne(PyObject* stream, PyObject *o); + +/* CIntFromPy.proto */ +static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *); + +/* CIntFromPy.proto */ +static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); + +/* FastTypeChecks.proto */ +#if CYTHON_COMPILING_IN_CPYTHON +#define __Pyx_TypeCheck(obj, type) __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type) +static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b); +static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject *type); +static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2); +#else +#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type) +#define __Pyx_PyErr_GivenExceptionMatches(err, type) PyErr_GivenExceptionMatches(err, type) +#define __Pyx_PyErr_GivenExceptionMatches2(err, type1, type2) (PyErr_GivenExceptionMatches(err, type1) || PyErr_GivenExceptionMatches(err, type2)) +#endif +#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception) + +/* GetTopmostException.proto */ +#if CYTHON_USE_EXC_INFO_STACK +static _PyErr_StackItem * __Pyx_PyErr_GetTopmostException(PyThreadState *tstate); +#endif + +/* SaveResetException.proto */ +#if CYTHON_FAST_THREAD_STATE +#define __Pyx_ExceptionSave(type, value, tb) __Pyx__ExceptionSave(__pyx_tstate, type, value, tb) +static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); +#define __Pyx_ExceptionReset(type, value, tb) __Pyx__ExceptionReset(__pyx_tstate, type, value, tb) +static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb); +#else +#define __Pyx_ExceptionSave(type, value, tb) PyErr_GetExcInfo(type, value, tb) +#define __Pyx_ExceptionReset(type, value, tb) PyErr_SetExcInfo(type, value, tb) +#endif + +/* SwapException.proto */ +#if CYTHON_FAST_THREAD_STATE +#define __Pyx_ExceptionSwap(type, value, tb) __Pyx__ExceptionSwap(__pyx_tstate, type, value, tb) +static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); +#else +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); +#endif + +/* CoroutineBase.proto */ +typedef PyObject *(*__pyx_coroutine_body_t)(PyObject *, PyThreadState *, PyObject *); +#if CYTHON_USE_EXC_INFO_STACK +#define __Pyx_ExcInfoStruct _PyErr_StackItem +#else +typedef struct { + PyObject *exc_type; + PyObject *exc_value; + PyObject *exc_traceback; +} __Pyx_ExcInfoStruct; +#endif +typedef struct { + PyObject_HEAD + __pyx_coroutine_body_t body; + PyObject *closure; + __Pyx_ExcInfoStruct gi_exc_state; + PyObject *gi_weakreflist; + PyObject *classobj; + PyObject *yieldfrom; + PyObject *gi_name; + PyObject *gi_qualname; + PyObject *gi_modulename; + PyObject *gi_code; + PyObject *gi_frame; + int resume_label; + char is_running; +} __pyx_CoroutineObject; +static __pyx_CoroutineObject *__Pyx__Coroutine_New( + PyTypeObject *type, __pyx_coroutine_body_t body, PyObject *code, PyObject *closure, + PyObject *name, PyObject *qualname, PyObject *module_name); +static __pyx_CoroutineObject *__Pyx__Coroutine_NewInit( + __pyx_CoroutineObject *gen, __pyx_coroutine_body_t body, PyObject *code, PyObject *closure, + PyObject *name, PyObject *qualname, PyObject *module_name); +static CYTHON_INLINE void __Pyx_Coroutine_ExceptionClear(__Pyx_ExcInfoStruct *self); +static int __Pyx_Coroutine_clear(PyObject *self); +static PyObject *__Pyx_Coroutine_Send(PyObject *self, PyObject *value); +static PyObject *__Pyx_Coroutine_Close(PyObject *self); +static PyObject *__Pyx_Coroutine_Throw(PyObject *gen, PyObject *args); +#if CYTHON_USE_EXC_INFO_STACK +#define __Pyx_Coroutine_SwapException(self) +#define __Pyx_Coroutine_ResetAndClearException(self) __Pyx_Coroutine_ExceptionClear(&(self)->gi_exc_state) +#else +#define __Pyx_Coroutine_SwapException(self) {\ + __Pyx_ExceptionSwap(&(self)->gi_exc_state.exc_type, &(self)->gi_exc_state.exc_value, &(self)->gi_exc_state.exc_traceback);\ + __Pyx_Coroutine_ResetFrameBackpointer(&(self)->gi_exc_state);\ + } +#define __Pyx_Coroutine_ResetAndClearException(self) {\ + __Pyx_ExceptionReset((self)->gi_exc_state.exc_type, (self)->gi_exc_state.exc_value, (self)->gi_exc_state.exc_traceback);\ + (self)->gi_exc_state.exc_type = (self)->gi_exc_state.exc_value = (self)->gi_exc_state.exc_traceback = NULL;\ + } +#endif +#if CYTHON_FAST_THREAD_STATE +#define __Pyx_PyGen_FetchStopIterationValue(pvalue)\ + __Pyx_PyGen__FetchStopIterationValue(__pyx_tstate, pvalue) +#else +#define __Pyx_PyGen_FetchStopIterationValue(pvalue)\ + __Pyx_PyGen__FetchStopIterationValue(__Pyx_PyThreadState_Current, pvalue) +#endif +static int __Pyx_PyGen__FetchStopIterationValue(PyThreadState *tstate, PyObject **pvalue); +static CYTHON_INLINE void __Pyx_Coroutine_ResetFrameBackpointer(__Pyx_ExcInfoStruct *exc_state); + +/* PatchModuleWithCoroutine.proto */ +static PyObject* __Pyx_Coroutine_patch_module(PyObject* module, const char* py_code); + +/* PatchGeneratorABC.proto */ +static int __Pyx_patch_abc(void); + +/* Generator.proto */ +#define __Pyx_Generator_USED +static PyTypeObject *__pyx_GeneratorType = 0; +#define __Pyx_Generator_CheckExact(obj) (Py_TYPE(obj) == __pyx_GeneratorType) +#define __Pyx_Generator_New(body, code, closure, name, qualname, module_name)\ + __Pyx__Coroutine_New(__pyx_GeneratorType, body, code, closure, name, qualname, module_name) +static PyObject *__Pyx_Generator_Next(PyObject *self); +static int __pyx_Generator_init(void); + +/* CheckBinaryVersion.proto */ +static int __Pyx_check_binary_version(void); + +/* InitStrings.proto */ +static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); + + +/* Module declarations from 'pynars.utils.SparseLUT.branch_list' */ +static PyTypeObject *__pyx_ptype_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct__values = 0; +static PyTypeObject *__pyx_ptype_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_1_genexpr = 0; +static PyTypeObject *__pyx_ptype_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_2__merge = 0; +static PyTypeObject *__pyx_ptype_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr = 0; +static PyTypeObject *__pyx_ptype_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build = 0; +static PyTypeObject *__pyx_ptype_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw = 0; +#define __Pyx_MODULE_NAME "pynars.utils.SparseLUT.branch_list" +extern int __pyx_module_is_main_pynars__utils__SparseLUT__branch_list; +int __pyx_module_is_main_pynars__utils__SparseLUT__branch_list = 0; + +/* Implementation of 'pynars.utils.SparseLUT.branch_list' */ +static PyObject *__pyx_builtin_property; +static PyObject *__pyx_builtin_id; +static PyObject *__pyx_builtin_enumerate; +static PyObject *__pyx_builtin_range; +static const char __pyx_k_A[] = "A"; +static const char __pyx_k_B[] = "B"; +static const char __pyx_k_C[] = "C"; +static const char __pyx_k_D[] = "D"; +static const char __pyx_k_g[] = "g"; +static const char __pyx_k_i[] = "i"; +static const char __pyx_k_t[] = "t"; +static const char __pyx_k__8[] = "*"; +static const char __pyx_k_id[] = "id"; +static const char __pyx_k_nx[] = "nx"; +static const char __pyx_k_Any[] = "Any"; +static const char __pyx_k_Set[] = "Set"; +static const char __pyx_k__72[] = "_"; +static const char __pyx_k_add[] = "add"; +static const char __pyx_k_clf[] = "clf"; +static const char __pyx_k_doc[] = "__doc__"; +static const char __pyx_k_end[] = "end"; +static const char __pyx_k_get[] = "get"; +static const char __pyx_k_int[] = "int"; +static const char __pyx_k_key[] = "key"; +static const char __pyx_k_len[] = "len"; +static const char __pyx_k_plt[] = "plt"; +static const char __pyx_k_pop[] = "pop"; +static const char __pyx_k_pos[] = "pos"; +static const char __pyx_k_ret[] = "ret"; +static const char __pyx_k_set[] = "set"; +static const char __pyx_k_str[] = "str"; +static const char __pyx_k_sty[] = "sty"; +static const char __pyx_k_Dict[] = "Dict"; +static const char __pyx_k_List[] = "List"; +static const char __pyx_k_Node[] = "Node"; +static const char __pyx_k_Type[] = "Type"; +static const char __pyx_k_args[] = "args"; +static const char __pyx_k_attr[] = "attr"; +static const char __pyx_k_copy[] = "copy"; +static const char __pyx_k_dict[] = "dict"; +static const char __pyx_k_draw[] = "draw"; +static const char __pyx_k_file[] = "file"; +static const char __pyx_k_init[] = "__init__"; +static const char __pyx_k_item[] = "item"; +static const char __pyx_k_keys[] = "keys"; +static const char __pyx_k_list[] = "list"; +static const char __pyx_k_main[] = "__main__"; +static const char __pyx_k_name[] = "__name__"; +static const char __pyx_k_node[] = "node"; +static const char __pyx_k_repr[] = "__repr__"; +static const char __pyx_k_root[] = "root"; +static const char __pyx_k_self[] = "self"; +static const char __pyx_k_send[] = "send"; +static const char __pyx_k_show[] = "show"; +static const char __pyx_k_test[] = "__test__"; +static const char __pyx_k_tqdm[] = "tqdm"; +static const char __pyx_k_Tuple[] = "Tuple"; +static const char __pyx_k_blist[] = "blist"; +static const char __pyx_k_build[] = "build"; +static const char __pyx_k_clear[] = "clear"; +static const char __pyx_k_close[] = "close"; +static const char __pyx_k_depth[] = "depth"; +static const char __pyx_k_dumps[] = "dumps"; +static const char __pyx_k_index[] = "index"; +static const char __pyx_k_items[] = "items"; +static const char __pyx_k_label[] = "label"; +static const char __pyx_k_layer[] = "layer"; +static const char __pyx_k_len_2[] = "__len__"; +static const char __pyx_k_lists[] = "lists"; +static const char __pyx_k_loads[] = "loads"; +static const char __pyx_k_merge[] = "_merge"; +static const char __pyx_k_nodes[] = "nodes"; +static const char __pyx_k_print[] = "print"; +static const char __pyx_k_range[] = "range"; +static const char __pyx_k_shape[] = "shape"; +static const char __pyx_k_throw[] = "throw"; +static const char __pyx_k_tuple[] = "tuple"; +static const char __pyx_k_union[] = "union"; +static const char __pyx_k_value[] = "value"; +static const char __pyx_k_Node_2[] = ""; +static const char __pyx_k_append[] = "append"; +static const char __pyx_k_blists[] = "blists"; +static const char __pyx_k_import[] = "__import__"; +static const char __pyx_k_is_end[] = "is_end"; +static const char __pyx_k_labels[] = "labels"; +static const char __pyx_k_lambda[] = ""; +static const char __pyx_k_module[] = "__module__"; +static const char __pyx_k_n_node[] = "n_node"; +static const char __pyx_k_return[] = "return"; +static const char __pyx_k_typing[] = "typing"; +static const char __pyx_k_values[] = "values"; +static const char __pyx_k_DiGraph[] = "DiGraph"; +static const char __pyx_k_default[] = "default"; +static const char __pyx_k_genexpr[] = "genexpr"; +static const char __pyx_k_getitem[] = "__getitem__"; +static const char __pyx_k_i_depth[] = "i_depth"; +static const char __pyx_k_i_layer[] = "i_layer"; +static const char __pyx_k_indices[] = "indices"; +static const char __pyx_k_marshal[] = "marshal"; +static const char __pyx_k_prepare[] = "__prepare__"; +static const char __pyx_k_setitem[] = "__setitem__"; +static const char __pyx_k_Callable[] = "Callable"; +static const char __pyx_k_DictList[] = "DictList"; +static const char __pyx_k_add_edge[] = "add_edge"; +static const char __pyx_k_add_func[] = "add_func"; +static const char __pyx_k_add_node[] = "add_node"; +static const char __pyx_k_arg_next[] = "arg_next"; +static const char __pyx_k_blist_in[] = "blist_in"; +static const char __pyx_k_deepcopy[] = "deepcopy"; +static const char __pyx_k_networkx[] = "networkx"; +static const char __pyx_k_property[] = "property"; +static const char __pyx_k_qualname[] = "__qualname__"; +static const char __pyx_k_add_nodes[] = "add_nodes"; +static const char __pyx_k_args_next[] = "args_next"; +static const char __pyx_k_blist_new[] = "blist_new"; +static const char __pyx_k_deepcopy2[] = "deepcopy2"; +static const char __pyx_k_enumerate[] = "enumerate"; +static const char __pyx_k_get_value[] = "get_value"; +static const char __pyx_k_identical[] = "identical"; +static const char __pyx_k_index_new[] = "index_new"; +static const char __pyx_k_index_old[] = "index_old"; +static const char __pyx_k_is_fan_in[] = "is_fan_in"; +static const char __pyx_k_last_node[] = "last_node"; +static const char __pyx_k_metaclass[] = "__metaclass__"; +static const char __pyx_k_next_node[] = "next_node"; +static const char __pyx_k_node_size[] = "node_size"; +static const char __pyx_k_normalize[] = "_normalize"; +static const char __pyx_k_BranchList[] = "BranchList"; +static const char __pyx_k_OrderedSet[] = "OrderedSet"; +static const char __pyx_k_blist_last[] = "blist_last"; +static const char __pyx_k_blist_next[] = "blist_next"; +static const char __pyx_k_issuperset[] = "issuperset"; +static const char __pyx_k_last_nodes[] = "last_nodes"; +static const char __pyx_k_make_blist[] = "_make_blist"; +static const char __pyx_k_next_nodes[] = "next_nodes"; +static const char __pyx_k_subset_key[] = "subset_key"; +static const char __pyx_k_value_func[] = "value_func"; +static const char __pyx_k_value_list[] = "value_list"; +static const char __pyx_k_Node___init[] = "Node.__init__"; +static const char __pyx_k_Node___repr[] = "Node.__repr__"; +static const char __pyx_k_Node_append[] = "Node.append"; +static const char __pyx_k_OrderedDict[] = "OrderedDict"; +static const char __pyx_k_blist_index[] = "blist_index"; +static const char __pyx_k_blists_next[] = "blists_next"; +static const char __pyx_k_collections[] = "collections"; +static const char __pyx_k_list_values[] = "list_values"; +static const char __pyx_k_ordered_set[] = "ordered_set"; +static const char __pyx_k_remove_last[] = "remove_last"; +static const char __pyx_k_remove_next[] = "remove_next"; +static const char __pyx_k_reset_index[] = "reset_index"; +static const char __pyx_k_show_labels[] = "show_labels"; +static const char __pyx_k_values_dict[] = "values_dict"; +static const char __pyx_k_with_labels[] = "with_labels"; +static const char __pyx_k_DictList_pop[] = "DictList.pop"; +static const char __pyx_k_Invalid_case[] = "Invalid case."; +static const char __pyx_k_index_common[] = "index_common"; +static const char __pyx_k_indices_norm[] = "indices_norm"; +static const char __pyx_k_is_new_blist[] = "is_new_blist"; +static const char __pyx_k_node_current[] = "node_current"; +static const char __pyx_k_set_rotation[] = "set_rotation"; +static const char __pyx_k_blist_in_last[] = "blist_in_last"; +static const char __pyx_k_pop_identical[] = "pop_identical"; +static const char __pyx_k_BranchList_add[] = "BranchList.add"; +static const char __pyx_k_DictList___len[] = "DictList.__len__"; +static const char __pyx_k_Node___getitem[] = "Node.__getitem__"; +static const char __pyx_k_Node___setitem[] = "Node.__setitem__"; +static const char __pyx_k_Node_is_fan_in[] = "Node.is_fan_in"; +static const char __pyx_k_blist_old_diff[] = "blist_old_diff"; +static const char __pyx_k_blist_original[] = "blist_original"; +static const char __pyx_k_branch_list_py[] = "branch_list.py"; +static const char __pyx_k_duplicate_deep[] = "duplicate_deep"; +static const char __pyx_k_index_new_diff[] = "index_new_diff"; +static const char __pyx_k_index_old_diff[] = "index_old_diff"; +static const char __pyx_k_BranchList_draw[] = "BranchList.draw"; +static const char __pyx_k_DictList___init[] = "DictList.__init__"; +static const char __pyx_k_DictList___repr[] = "DictList.__repr__"; +static const char __pyx_k_DictList_values[] = "DictList.values"; +static const char __pyx_k_None_BranchList[] = "None BranchList."; +static const char __pyx_k_blist_in_common[] = "blist_in_common"; +static const char __pyx_k_last_nodes_list[] = "last_nodes_list"; +static const char __pyx_k_next_nodes_list[] = "next_nodes_list"; +static const char __pyx_k_number_of_nodes[] = "number_of_nodes"; +static const char __pyx_k_BranchList_build[] = "BranchList.build"; +static const char __pyx_k_BranchList_clear[] = "BranchList.clear"; +static const char __pyx_k_Node_remove_last[] = "Node.remove_last"; +static const char __pyx_k_Node_remove_next[] = "Node.remove_next"; +static const char __pyx_k_Node_reset_index[] = "Node.reset_index"; +static const char __pyx_k_blist_old_common[] = "blist_old_common"; +static const char __pyx_k_BranchList___init[] = "BranchList.__init__"; +static const char __pyx_k_BranchList__merge[] = "BranchList._merge"; +static const char __pyx_k_duplicate_shallow[] = "duplicate_shallow"; +static const char __pyx_k_enable_last_nodes[] = "enable_last_nodes"; +static const char __pyx_k_matplotlib_pyplot[] = "matplotlib.pyplot"; +static const char __pyx_k_set_value_by_func[] = "set_value_by_func"; +static const char __pyx_k_DictList___getitem[] = "DictList.__getitem__"; +static const char __pyx_k_DictList___setitem[] = "DictList.__setitem__"; +static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback"; +static const char __pyx_k_label_node_current[] = "label_node_current"; +static const char __pyx_k_Node_duplicate_deep[] = "Node.duplicate_deep"; +static const char __pyx_k_multipartite_layout[] = "multipartite_layout"; +static const char __pyx_k_Node_last_nodes_list[] = "Node.last_nodes_list"; +static const char __pyx_k_Node_next_nodes_list[] = "Node.next_nodes_list"; +static const char __pyx_k_draw_networkx_labels[] = "draw_networkx_labels"; +static const char __pyx_k_BranchList__normalize[] = "BranchList._normalize"; +static const char __pyx_k_BranchList__make_blist[] = "BranchList._make_blist"; +static const char __pyx_k_DictList_pop_identical[] = "DictList.pop_identical"; +static const char __pyx_k_Node_duplicate_shallow[] = "Node.duplicate_shallow"; +static const char __pyx_k_blist_in_next_nodes_list[] = "blist_in_next_nodes_list"; +static const char __pyx_k_DictList_values_locals_genexpr[] = "DictList.values..genexpr"; +static const char __pyx_k_BranchList__merge_locals_genexpr[] = "BranchList._merge..genexpr"; +static const char __pyx_k_BranchList_build_locals_get_valu[] = "BranchList.build..get_value"; +static const char __pyx_k_BranchList_build_locals_set_valu[] = "BranchList.build..set_value_by_func"; +static const char __pyx_k_BranchList_draw_locals_add_nodes[] = "BranchList.draw..add_nodes"; +static const char __pyx_k_pynars_utils_SparseLUT_branch_li[] = "pynars.utils.SparseLUT.branch_list"; +static PyObject *__pyx_n_s_A; +static PyObject *__pyx_n_s_Any; +static PyObject *__pyx_n_s_B; +static PyObject *__pyx_n_s_BranchList; +static PyObject *__pyx_n_s_BranchList___init; +static PyObject *__pyx_n_s_BranchList__make_blist; +static PyObject *__pyx_n_s_BranchList__merge; +static PyObject *__pyx_n_s_BranchList__merge_locals_genexpr; +static PyObject *__pyx_n_s_BranchList__normalize; +static PyObject *__pyx_n_s_BranchList_add; +static PyObject *__pyx_n_s_BranchList_build; +static PyObject *__pyx_n_s_BranchList_build_locals_get_valu; +static PyObject *__pyx_n_s_BranchList_build_locals_set_valu; +static PyObject *__pyx_n_s_BranchList_clear; +static PyObject *__pyx_n_s_BranchList_draw; +static PyObject *__pyx_n_s_BranchList_draw_locals_add_nodes; +static PyObject *__pyx_n_s_C; +static PyObject *__pyx_n_s_Callable; +static PyObject *__pyx_n_s_D; +static PyObject *__pyx_n_s_DiGraph; +static PyObject *__pyx_n_s_Dict; +static PyObject *__pyx_n_s_DictList; +static PyObject *__pyx_n_s_DictList___getitem; +static PyObject *__pyx_n_s_DictList___init; +static PyObject *__pyx_n_s_DictList___len; +static PyObject *__pyx_n_s_DictList___repr; +static PyObject *__pyx_n_s_DictList___setitem; +static PyObject *__pyx_n_s_DictList_pop; +static PyObject *__pyx_n_s_DictList_pop_identical; +static PyObject *__pyx_n_s_DictList_values; +static PyObject *__pyx_n_s_DictList_values_locals_genexpr; +static PyObject *__pyx_kp_s_Invalid_case; +static PyObject *__pyx_n_s_List; +static PyObject *__pyx_n_s_Node; +static PyObject *__pyx_kp_s_Node_2; +static PyObject *__pyx_n_s_Node___getitem; +static PyObject *__pyx_n_s_Node___init; +static PyObject *__pyx_n_s_Node___repr; +static PyObject *__pyx_n_s_Node___setitem; +static PyObject *__pyx_n_s_Node_append; +static PyObject *__pyx_n_s_Node_duplicate_deep; +static PyObject *__pyx_n_s_Node_duplicate_shallow; +static PyObject *__pyx_n_s_Node_is_fan_in; +static PyObject *__pyx_n_s_Node_last_nodes_list; +static PyObject *__pyx_n_s_Node_next_nodes_list; +static PyObject *__pyx_n_s_Node_remove_last; +static PyObject *__pyx_n_s_Node_remove_next; +static PyObject *__pyx_n_s_Node_reset_index; +static PyObject *__pyx_kp_s_None_BranchList; +static PyObject *__pyx_n_s_OrderedDict; +static PyObject *__pyx_n_s_OrderedSet; +static PyObject *__pyx_n_s_Set; +static PyObject *__pyx_n_s_Tuple; +static PyObject *__pyx_n_s_Type; +static PyObject *__pyx_n_s__72; +static PyObject *__pyx_n_s__8; +static PyObject *__pyx_n_s_add; +static PyObject *__pyx_n_s_add_edge; +static PyObject *__pyx_n_s_add_func; +static PyObject *__pyx_n_s_add_node; +static PyObject *__pyx_n_s_add_nodes; +static PyObject *__pyx_n_s_append; +static PyObject *__pyx_n_s_arg_next; +static PyObject *__pyx_n_s_args; +static PyObject *__pyx_n_s_args_next; +static PyObject *__pyx_n_s_attr; +static PyObject *__pyx_n_s_blist; +static PyObject *__pyx_n_s_blist_in; +static PyObject *__pyx_n_s_blist_in_common; +static PyObject *__pyx_n_s_blist_in_last; +static PyObject *__pyx_n_s_blist_in_next_nodes_list; +static PyObject *__pyx_n_s_blist_index; +static PyObject *__pyx_n_s_blist_last; +static PyObject *__pyx_n_s_blist_new; +static PyObject *__pyx_n_s_blist_next; +static PyObject *__pyx_n_s_blist_old_common; +static PyObject *__pyx_n_s_blist_old_diff; +static PyObject *__pyx_n_s_blist_original; +static PyObject *__pyx_n_s_blists; +static PyObject *__pyx_n_s_blists_next; +static PyObject *__pyx_kp_s_branch_list_py; +static PyObject *__pyx_n_s_build; +static PyObject *__pyx_n_s_clear; +static PyObject *__pyx_n_s_clf; +static PyObject *__pyx_n_s_cline_in_traceback; +static PyObject *__pyx_n_s_close; +static PyObject *__pyx_n_s_collections; +static PyObject *__pyx_n_s_copy; +static PyObject *__pyx_n_s_deepcopy; +static PyObject *__pyx_n_s_deepcopy2; +static PyObject *__pyx_n_s_default; +static PyObject *__pyx_n_s_depth; +static PyObject *__pyx_n_s_dict; +static PyObject *__pyx_n_s_doc; +static PyObject *__pyx_n_s_draw; +static PyObject *__pyx_n_s_draw_networkx_labels; +static PyObject *__pyx_n_s_dumps; +static PyObject *__pyx_n_s_duplicate_deep; +static PyObject *__pyx_n_s_duplicate_shallow; +static PyObject *__pyx_n_s_enable_last_nodes; +static PyObject *__pyx_n_s_end; +static PyObject *__pyx_n_s_enumerate; +static PyObject *__pyx_n_s_file; +static PyObject *__pyx_n_s_g; +static PyObject *__pyx_n_s_genexpr; +static PyObject *__pyx_n_s_get; +static PyObject *__pyx_n_s_get_value; +static PyObject *__pyx_n_s_getitem; +static PyObject *__pyx_n_s_i; +static PyObject *__pyx_n_s_i_depth; +static PyObject *__pyx_n_s_i_layer; +static PyObject *__pyx_n_s_id; +static PyObject *__pyx_n_s_identical; +static PyObject *__pyx_n_s_import; +static PyObject *__pyx_n_s_index; +static PyObject *__pyx_n_s_index_common; +static PyObject *__pyx_n_s_index_new; +static PyObject *__pyx_n_s_index_new_diff; +static PyObject *__pyx_n_s_index_old; +static PyObject *__pyx_n_s_index_old_diff; +static PyObject *__pyx_n_s_indices; +static PyObject *__pyx_n_s_indices_norm; +static PyObject *__pyx_n_s_init; +static PyObject *__pyx_n_u_int; +static PyObject *__pyx_n_s_is_end; +static PyObject *__pyx_n_s_is_fan_in; +static PyObject *__pyx_n_s_is_new_blist; +static PyObject *__pyx_n_s_issuperset; +static PyObject *__pyx_n_s_item; +static PyObject *__pyx_n_s_items; +static PyObject *__pyx_n_s_key; +static PyObject *__pyx_n_s_keys; +static PyObject *__pyx_n_s_label; +static PyObject *__pyx_n_s_label_node_current; +static PyObject *__pyx_n_s_labels; +static PyObject *__pyx_n_s_lambda; +static PyObject *__pyx_n_s_last_node; +static PyObject *__pyx_n_s_last_nodes; +static PyObject *__pyx_n_s_last_nodes_list; +static PyObject *__pyx_n_s_layer; +static PyObject *__pyx_n_s_len; +static PyObject *__pyx_n_s_len_2; +static PyObject *__pyx_n_u_list; +static PyObject *__pyx_n_s_list_values; +static PyObject *__pyx_n_s_lists; +static PyObject *__pyx_n_s_loads; +static PyObject *__pyx_n_s_main; +static PyObject *__pyx_n_s_make_blist; +static PyObject *__pyx_n_s_marshal; +static PyObject *__pyx_n_s_matplotlib_pyplot; +static PyObject *__pyx_n_s_merge; +static PyObject *__pyx_n_s_metaclass; +static PyObject *__pyx_n_s_module; +static PyObject *__pyx_n_s_multipartite_layout; +static PyObject *__pyx_n_s_n_node; +static PyObject *__pyx_n_s_name; +static PyObject *__pyx_n_s_networkx; +static PyObject *__pyx_n_s_next_node; +static PyObject *__pyx_n_s_next_nodes; +static PyObject *__pyx_n_s_next_nodes_list; +static PyObject *__pyx_n_s_node; +static PyObject *__pyx_n_s_node_current; +static PyObject *__pyx_n_s_node_size; +static PyObject *__pyx_n_s_nodes; +static PyObject *__pyx_n_s_normalize; +static PyObject *__pyx_n_s_number_of_nodes; +static PyObject *__pyx_n_s_nx; +static PyObject *__pyx_n_s_ordered_set; +static PyObject *__pyx_n_s_plt; +static PyObject *__pyx_n_s_pop; +static PyObject *__pyx_n_s_pop_identical; +static PyObject *__pyx_n_s_pos; +static PyObject *__pyx_n_s_prepare; +static PyObject *__pyx_n_s_print; +static PyObject *__pyx_n_s_property; +static PyObject *__pyx_n_s_pynars_utils_SparseLUT_branch_li; +static PyObject *__pyx_n_s_qualname; +static PyObject *__pyx_n_s_range; +static PyObject *__pyx_n_s_remove_last; +static PyObject *__pyx_n_s_remove_next; +static PyObject *__pyx_n_s_repr; +static PyObject *__pyx_n_s_reset_index; +static PyObject *__pyx_n_s_ret; +static PyObject *__pyx_n_s_return; +static PyObject *__pyx_n_s_root; +static PyObject *__pyx_n_s_self; +static PyObject *__pyx_n_s_send; +static PyObject *__pyx_n_u_set; +static PyObject *__pyx_n_s_set_rotation; +static PyObject *__pyx_n_s_set_value_by_func; +static PyObject *__pyx_n_s_setitem; +static PyObject *__pyx_n_s_shape; +static PyObject *__pyx_n_s_show; +static PyObject *__pyx_n_s_show_labels; +static PyObject *__pyx_n_u_str; +static PyObject *__pyx_n_s_sty; +static PyObject *__pyx_n_s_subset_key; +static PyObject *__pyx_n_s_t; +static PyObject *__pyx_n_s_test; +static PyObject *__pyx_n_s_throw; +static PyObject *__pyx_n_s_tqdm; +static PyObject *__pyx_n_u_tuple; +static PyObject *__pyx_n_s_typing; +static PyObject *__pyx_n_s_union; 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/* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_11branch_list_8DictList_6values_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_11branch_list_8DictList_8values(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_11branch_list_8DictList_10__repr__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_11branch_list_8DictList_12pop(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_key, PyObject *__pyx_v_default); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_11branch_list_8DictList_14pop_identical(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_key, PyObject *__pyx_v_id, PyObject *__pyx_v_default); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_11branch_list_4Node___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_is_end, PyObject *__pyx_v_depth, PyObject *__pyx_v_next_nodes, PyObject *__pyx_v_last_nodes); 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/* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_11branch_list_4Node_24__repr__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_11branch_list_10BranchList___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_shape); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_11branch_list_10BranchList_2_normalize(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_indices); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_11branch_list_10BranchList_6_merge_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_11branch_list_10BranchList_4_merge(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_blists, PyObject *__pyx_v_blist_in, PyObject *__pyx_v_blist_last, PyObject *__pyx_v_blist_in_last, PyObject *__pyx_v_is_new_blist, PyObject *__pyx_v_depth); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_11branch_list_10BranchList_6_make_blist(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_indices); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_11branch_list_10BranchList_8add(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_indices, PyObject *__pyx_v_value); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_11branch_list_1__defaults__(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_11branch_list_10BranchList_5build_set_value_by_func(PyObject *__pyx_self, PyObject *__pyx_v_blists, PyObject *__pyx_v_indices, PyObject *__pyx_v_value_func, PyObject *__pyx_v_depth); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_11branch_list_10BranchList_5build_2get_value(PyObject *__pyx_self, PyObject *__pyx_v_blists, PyObject *__pyx_v_indices, PyObject *__pyx_v_depth, PyObject *__pyx_v_ret); 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__pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_2__merge *p = (struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_2__merge *)o; + tmp = ((PyObject*)p->__pyx_v_blists); + p->__pyx_v_blists = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyTypeObject __pyx_type_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_2__merge = { + PyVarObject_HEAD_INIT(0, 0) + "pynars.utils.SparseLUT.branch_list.__pyx_scope_struct_2__merge", /*tp_name*/ + sizeof(struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_2__merge), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_2__merge, /*tp_dealloc*/ + #if PY_VERSION_HEX < 0x030800b4 + 0, /*tp_print*/ + #endif + #if PY_VERSION_HEX >= 0x030800b4 + 0, /*tp_vectorcall_offset*/ + #endif + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #endif + #if 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0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + 0, /*tp_version_tag*/ + #if PY_VERSION_HEX >= 0x030400a1 + 0, /*tp_finalize*/ + #endif + #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800) + 0, /*tp_vectorcall*/ + #endif + #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000 + 0, /*tp_print*/ + #endif + #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 + 0, /*tp_pypy_flags*/ + #endif +}; + +static struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr *__pyx_freelist_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr[8]; +static int __pyx_freecount_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr = 0; + +static PyObject *__pyx_tp_new_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + PyObject *o; + if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr)))) { + o = (PyObject*)__pyx_freelist_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr[--__pyx_freecount_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr]; + memset(o, 0, sizeof(struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr)); + (void) PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + return o; +} + +static void __pyx_tp_dealloc_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr(PyObject *o) { + struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr *p = (struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_outer_scope); + Py_CLEAR(p->__pyx_v_blist); + Py_CLEAR(p->__pyx_t_0); + if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr)))) { + __pyx_freelist_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr[__pyx_freecount_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr++] = ((struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr *p = (struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject *)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_blist) { + e = (*v)(p->__pyx_v_blist, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static PyTypeObject __pyx_type_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + "pynars.utils.SparseLUT.branch_list.__pyx_scope_struct_3_genexpr", /*tp_name*/ + sizeof(struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr, /*tp_dealloc*/ + #if PY_VERSION_HEX < 0x030800b4 + 0, /*tp_print*/ + #endif + #if PY_VERSION_HEX >= 0x030800b4 + 0, /*tp_vectorcall_offset*/ + #endif + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #endif + #if PY_MAJOR_VERSION >= 3 + 0, /*tp_as_async*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + 0, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_3_genexpr, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + 0, /*tp_version_tag*/ + #if PY_VERSION_HEX >= 0x030400a1 + 0, /*tp_finalize*/ + #endif + #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800) + 0, /*tp_vectorcall*/ + #endif + #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000 + 0, /*tp_print*/ + #endif + #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 + 0, /*tp_pypy_flags*/ + #endif +}; + +static struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build *__pyx_freelist_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build[8]; +static int __pyx_freecount_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build = 0; + +static PyObject *__pyx_tp_new_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + PyObject *o; + if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build)))) { + o = (PyObject*)__pyx_freelist_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build[--__pyx_freecount_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build]; + memset(o, 0, sizeof(struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build)); + (void) PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + return o; +} + +static void __pyx_tp_dealloc_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build(PyObject *o) { + struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build *p = (struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_get_value); + Py_CLEAR(p->__pyx_v_self); + Py_CLEAR(p->__pyx_v_set_value_by_func); + if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build)))) { + __pyx_freelist_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build[__pyx_freecount_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build++] = ((struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build *p = (struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build *)o; + if (p->__pyx_v_get_value) { + e = (*v)(p->__pyx_v_get_value, a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(p->__pyx_v_self, a); if (e) return e; + } + if (p->__pyx_v_set_value_by_func) { + e = (*v)(p->__pyx_v_set_value_by_func, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build(PyObject *o) { + PyObject* tmp; + struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build *p = (struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build *)o; + tmp = ((PyObject*)p->__pyx_v_get_value); + p->__pyx_v_get_value = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_set_value_by_func); + p->__pyx_v_set_value_by_func = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyTypeObject __pyx_type_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build = { + PyVarObject_HEAD_INIT(0, 0) + "pynars.utils.SparseLUT.branch_list.__pyx_scope_struct_4_build", /*tp_name*/ + sizeof(struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build, /*tp_dealloc*/ + #if PY_VERSION_HEX < 0x030800b4 + 0, /*tp_print*/ + #endif + #if PY_VERSION_HEX >= 0x030800b4 + 0, /*tp_vectorcall_offset*/ + #endif + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #endif + #if PY_MAJOR_VERSION >= 3 + 0, /*tp_as_async*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build, /*tp_traverse*/ + __pyx_tp_clear_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + 0, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_4_build, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + 0, /*tp_version_tag*/ + #if PY_VERSION_HEX >= 0x030400a1 + 0, /*tp_finalize*/ + #endif + #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800) + 0, /*tp_vectorcall*/ + #endif + #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000 + 0, /*tp_print*/ + #endif + #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 + 0, /*tp_pypy_flags*/ + #endif +}; + +static struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw *__pyx_freelist_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw[8]; +static int __pyx_freecount_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw = 0; + +static PyObject *__pyx_tp_new_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + PyObject *o; + if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw)))) { + o = (PyObject*)__pyx_freelist_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw[--__pyx_freecount_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw]; + memset(o, 0, sizeof(struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw)); + (void) PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + return o; +} + +static void __pyx_tp_dealloc_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw(PyObject *o) { + struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw *p = (struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_add_nodes); + Py_CLEAR(p->__pyx_v_self); + if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw)))) { + __pyx_freelist_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw[__pyx_freecount_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw++] = ((struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw *p = (struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw *)o; + if (p->__pyx_v_add_nodes) { + e = (*v)(p->__pyx_v_add_nodes, a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(p->__pyx_v_self, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw(PyObject *o) { + PyObject* tmp; + struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw *p = (struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw *)o; + tmp = ((PyObject*)p->__pyx_v_add_nodes); + p->__pyx_v_add_nodes = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyTypeObject __pyx_type_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw = { + PyVarObject_HEAD_INIT(0, 0) + "pynars.utils.SparseLUT.branch_list.__pyx_scope_struct_5_draw", /*tp_name*/ + sizeof(struct __pyx_obj_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw, /*tp_dealloc*/ + #if PY_VERSION_HEX < 0x030800b4 + 0, /*tp_print*/ + #endif + #if PY_VERSION_HEX >= 0x030800b4 + 0, /*tp_vectorcall_offset*/ + #endif + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #endif + #if PY_MAJOR_VERSION >= 3 + 0, /*tp_as_async*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw, /*tp_traverse*/ + __pyx_tp_clear_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + 0, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_6pynars_5utils_9SparseLUT_11branch_list___pyx_scope_struct_5_draw, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + 0, /*tp_version_tag*/ + #if PY_VERSION_HEX >= 0x030400a1 + 0, /*tp_finalize*/ + #endif + #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800) + 0, /*tp_vectorcall*/ + #endif + #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000 + 0, /*tp_print*/ + #endif + #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 + 0, /*tp_pypy_flags*/ + #endif +}; + +static PyMethodDef __pyx_methods[] = { + {0, 0, 0, 0} +}; + +#if PY_MAJOR_VERSION >= 3 +#if CYTHON_PEP489_MULTI_PHASE_INIT +static PyObject* __pyx_pymod_create(PyObject *spec, PyModuleDef *def); /*proto*/ +static int __pyx_pymod_exec_branch_list(PyObject* module); /*proto*/ +static PyModuleDef_Slot __pyx_moduledef_slots[] = { + {Py_mod_create, (void*)__pyx_pymod_create}, + {Py_mod_exec, (void*)__pyx_pymod_exec_branch_list}, + {0, NULL} +}; +#endif + +static struct PyModuleDef __pyx_moduledef = { + PyModuleDef_HEAD_INIT, + "branch_list", + 0, /* m_doc */ + #if CYTHON_PEP489_MULTI_PHASE_INIT + 0, /* m_size */ + #else + -1, /* m_size */ + #endif + __pyx_methods /* m_methods */, + #if CYTHON_PEP489_MULTI_PHASE_INIT + __pyx_moduledef_slots, /* m_slots */ + #else + NULL, /* m_reload */ + #endif + NULL, /* m_traverse */ + NULL, /* m_clear */ + NULL /* m_free */ +}; +#endif +#ifndef CYTHON_SMALL_CODE +#if defined(__clang__) + #define CYTHON_SMALL_CODE +#elif defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 3)) + #define CYTHON_SMALL_CODE __attribute__((cold)) 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(PyObject **) ((char *)obj + offset) : _PyObject_GetDictPtr(obj); +#else + dictptr = _PyObject_GetDictPtr(obj); +#endif + } + return (dictptr && *dictptr) ? __PYX_GET_DICT_VERSION(*dictptr) : 0; +} +static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version) { + PyObject *dict = Py_TYPE(obj)->tp_dict; + if (unlikely(!dict) || unlikely(tp_dict_version != __PYX_GET_DICT_VERSION(dict))) + return 0; + return obj_dict_version == __Pyx_get_object_dict_version(obj); +} +#endif + +/* GetModuleGlobalName */ +#if CYTHON_USE_DICT_VERSIONS +static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value) +#else +static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name) +#endif +{ + PyObject *result; +#if !CYTHON_AVOID_BORROWED_REFS +#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 + result = _PyDict_GetItem_KnownHash(__pyx_d, name, ((PyASCIIObject *) name)->hash); + __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) + if (likely(result)) { + return __Pyx_NewRef(result); + } else if (unlikely(PyErr_Occurred())) { + return NULL; + } +#else + result = PyDict_GetItem(__pyx_d, name); + __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) + if (likely(result)) { + return __Pyx_NewRef(result); + } +#endif +#else + result = PyObject_GetItem(__pyx_d, name); + __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) + if (likely(result)) { + return __Pyx_NewRef(result); + } + PyErr_Clear(); +#endif + return __Pyx_GetBuiltinName(name); +} + +/* PyCFunctionFastCall */ +#if CYTHON_FAST_PYCCALL +static CYTHON_INLINE PyObject * __Pyx_PyCFunction_FastCall(PyObject *func_obj, PyObject **args, Py_ssize_t nargs) { + PyCFunctionObject *func = (PyCFunctionObject*)func_obj; + PyCFunction meth = PyCFunction_GET_FUNCTION(func); + PyObject *self = PyCFunction_GET_SELF(func); + int flags = PyCFunction_GET_FLAGS(func); + assert(PyCFunction_Check(func)); + assert(METH_FASTCALL == (flags & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS))); + assert(nargs >= 0); + assert(nargs == 0 || args != NULL); + /* _PyCFunction_FastCallDict() must not be called with an exception set, + because it may clear it (directly or indirectly) and so the + caller loses its exception */ + assert(!PyErr_Occurred()); + if ((PY_VERSION_HEX < 0x030700A0) || unlikely(flags & METH_KEYWORDS)) { + return (*((__Pyx_PyCFunctionFastWithKeywords)(void*)meth)) (self, args, nargs, NULL); + } else { + return (*((__Pyx_PyCFunctionFast)(void*)meth)) (self, args, nargs); + } +} +#endif + +/* PyFunctionFastCall */ +#if CYTHON_FAST_PYCALL +static PyObject* __Pyx_PyFunction_FastCallNoKw(PyCodeObject *co, PyObject **args, Py_ssize_t na, + PyObject *globals) { + PyFrameObject *f; + PyThreadState *tstate = __Pyx_PyThreadState_Current; + PyObject **fastlocals; + Py_ssize_t i; + PyObject *result; + assert(globals != NULL); + /* XXX Perhaps we should create a specialized + PyFrame_New() that doesn't take locals, but does + take builtins without sanity checking them. + */ + assert(tstate != NULL); + f = PyFrame_New(tstate, co, globals, NULL); + if (f == NULL) { + return NULL; + } + fastlocals = __Pyx_PyFrame_GetLocalsplus(f); + for (i = 0; i < na; i++) { + Py_INCREF(*args); + fastlocals[i] = *args++; + } + result = PyEval_EvalFrameEx(f,0); + ++tstate->recursion_depth; + Py_DECREF(f); + --tstate->recursion_depth; + return result; +} +#if 1 || PY_VERSION_HEX < 0x030600B1 +static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, Py_ssize_t nargs, PyObject *kwargs) { + PyCodeObject *co = (PyCodeObject *)PyFunction_GET_CODE(func); + PyObject *globals = PyFunction_GET_GLOBALS(func); + PyObject *argdefs = PyFunction_GET_DEFAULTS(func); + PyObject *closure; +#if PY_MAJOR_VERSION >= 3 + PyObject *kwdefs; +#endif + PyObject *kwtuple, **k; + PyObject **d; + Py_ssize_t nd; + Py_ssize_t nk; + PyObject *result; + assert(kwargs == NULL || PyDict_Check(kwargs)); + nk = kwargs ? PyDict_Size(kwargs) : 0; + if (Py_EnterRecursiveCall((char*)" while calling a Python object")) { + return NULL; + } + if ( +#if PY_MAJOR_VERSION >= 3 + co->co_kwonlyargcount == 0 && +#endif + likely(kwargs == NULL || nk == 0) && + co->co_flags == (CO_OPTIMIZED | CO_NEWLOCALS | CO_NOFREE)) { + if (argdefs == NULL && co->co_argcount == nargs) { + result = __Pyx_PyFunction_FastCallNoKw(co, args, nargs, globals); + goto done; + } + else if (nargs == 0 && argdefs != NULL + && co->co_argcount == Py_SIZE(argdefs)) { + /* function called with no arguments, but all parameters have + a default value: use default values as arguments .*/ + args = &PyTuple_GET_ITEM(argdefs, 0); + result =__Pyx_PyFunction_FastCallNoKw(co, args, Py_SIZE(argdefs), globals); + goto done; + } + } + if (kwargs != NULL) { + Py_ssize_t pos, i; + kwtuple = PyTuple_New(2 * nk); + if (kwtuple == NULL) { + result = NULL; + goto done; + } + k = &PyTuple_GET_ITEM(kwtuple, 0); + pos = i = 0; + while (PyDict_Next(kwargs, &pos, &k[i], &k[i+1])) { + Py_INCREF(k[i]); + Py_INCREF(k[i+1]); + i += 2; + } + nk = i / 2; + } + else { + kwtuple = NULL; + k = NULL; + } + closure = PyFunction_GET_CLOSURE(func); +#if PY_MAJOR_VERSION >= 3 + kwdefs = PyFunction_GET_KW_DEFAULTS(func); +#endif + if (argdefs != NULL) { + d = &PyTuple_GET_ITEM(argdefs, 0); + nd = Py_SIZE(argdefs); + } + else { + d = NULL; + nd = 0; + } +#if PY_MAJOR_VERSION >= 3 + result = PyEval_EvalCodeEx((PyObject*)co, globals, (PyObject *)NULL, + args, (int)nargs, + k, (int)nk, + d, (int)nd, kwdefs, closure); +#else + result = PyEval_EvalCodeEx(co, globals, (PyObject *)NULL, + args, (int)nargs, + k, (int)nk, + d, (int)nd, closure); +#endif + Py_XDECREF(kwtuple); +done: + Py_LeaveRecursiveCall(); + return result; +} +#endif +#endif + +/* PyObjectCall */ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) { + PyObject *result; + ternaryfunc call = Py_TYPE(func)->tp_call; + if (unlikely(!call)) + return PyObject_Call(func, arg, kw); + if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) + return NULL; + result = (*call)(func, arg, kw); + Py_LeaveRecursiveCall(); + if (unlikely(!result) && unlikely(!PyErr_Occurred())) { + PyErr_SetString( + PyExc_SystemError, + "NULL result without error in PyObject_Call"); + } + return result; +} +#endif + +/* PyObjectCall2Args */ +static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2) { + PyObject *args, *result = NULL; + #if CYTHON_FAST_PYCALL + if (PyFunction_Check(function)) { + PyObject *args[2] = {arg1, arg2}; + return __Pyx_PyFunction_FastCall(function, args, 2); + } + #endif + #if CYTHON_FAST_PYCCALL + if (__Pyx_PyFastCFunction_Check(function)) { + PyObject *args[2] = {arg1, arg2}; + return __Pyx_PyCFunction_FastCall(function, args, 2); + } + #endif + args = PyTuple_New(2); + if (unlikely(!args)) goto done; + Py_INCREF(arg1); + PyTuple_SET_ITEM(args, 0, arg1); + Py_INCREF(arg2); + PyTuple_SET_ITEM(args, 1, arg2); + Py_INCREF(function); + result = __Pyx_PyObject_Call(function, args, NULL); + Py_DECREF(args); + Py_DECREF(function); +done: + return result; +} + +/* PyObjectCallMethO */ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) { + PyObject *self, *result; + PyCFunction cfunc; + cfunc = PyCFunction_GET_FUNCTION(func); + self = PyCFunction_GET_SELF(func); + if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) + return NULL; + result = cfunc(self, arg); + Py_LeaveRecursiveCall(); + if (unlikely(!result) && unlikely(!PyErr_Occurred())) { + PyErr_SetString( + PyExc_SystemError, + "NULL result without error in PyObject_Call"); + } + return result; +} +#endif + +/* PyObjectCallOneArg */ +#if CYTHON_COMPILING_IN_CPYTHON +static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) { + PyObject *result; + PyObject *args = PyTuple_New(1); + if (unlikely(!args)) return NULL; + Py_INCREF(arg); + PyTuple_SET_ITEM(args, 0, arg); + result = __Pyx_PyObject_Call(func, args, NULL); + Py_DECREF(args); + return result; +} +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { +#if CYTHON_FAST_PYCALL + if (PyFunction_Check(func)) { + return __Pyx_PyFunction_FastCall(func, &arg, 1); + } +#endif + if (likely(PyCFunction_Check(func))) { + if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) { + return __Pyx_PyObject_CallMethO(func, arg); +#if CYTHON_FAST_PYCCALL + } else if (__Pyx_PyFastCFunction_Check(func)) { + return __Pyx_PyCFunction_FastCall(func, &arg, 1); +#endif + } + } + return __Pyx__PyObject_CallOneArg(func, arg); +} +#else +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { + PyObject *result; + PyObject *args = PyTuple_Pack(1, arg); + if (unlikely(!args)) return NULL; + result = __Pyx_PyObject_Call(func, args, NULL); + Py_DECREF(args); + return result; +} +#endif + +/* PyObjectCallNoArg */ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) { +#if CYTHON_FAST_PYCALL + if (PyFunction_Check(func)) { + return __Pyx_PyFunction_FastCall(func, NULL, 0); + } +#endif +#ifdef __Pyx_CyFunction_USED + if (likely(PyCFunction_Check(func) || __Pyx_CyFunction_Check(func))) +#else + if (likely(PyCFunction_Check(func))) +#endif + { + if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) { + return __Pyx_PyObject_CallMethO(func, NULL); + } + } + return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL); +} +#endif + +/* PyObjectSetAttrStr */ +#if CYTHON_USE_TYPE_SLOTS +static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value) { + PyTypeObject* tp = Py_TYPE(obj); + if (likely(tp->tp_setattro)) + return tp->tp_setattro(obj, attr_name, value); +#if PY_MAJOR_VERSION < 3 + if (likely(tp->tp_setattr)) + return tp->tp_setattr(obj, PyString_AS_STRING(attr_name), value); +#endif + return PyObject_SetAttr(obj, attr_name, value); +} +#endif + +/* RaiseArgTupleInvalid */ +static void __Pyx_RaiseArgtupleInvalid( + const char* func_name, + int exact, + Py_ssize_t num_min, + Py_ssize_t num_max, + Py_ssize_t num_found) +{ + Py_ssize_t num_expected; + const char *more_or_less; + if (num_found < num_min) { + num_expected = num_min; + more_or_less = "at least"; + } else { + num_expected = num_max; + more_or_less = "at most"; + } + if (exact) { + more_or_less = "exactly"; + } + PyErr_Format(PyExc_TypeError, + "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)", + func_name, more_or_less, num_expected, + (num_expected == 1) ? "" : "s", num_found); +} + +/* RaiseDoubleKeywords */ +static void __Pyx_RaiseDoubleKeywordsError( + const char* func_name, + PyObject* kw_name) +{ + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION >= 3 + "%s() got multiple values for keyword argument '%U'", func_name, kw_name); + #else + "%s() got multiple values for keyword argument '%s'", func_name, + PyString_AsString(kw_name)); + #endif +} + +/* ParseKeywords */ +static int __Pyx_ParseOptionalKeywords( + PyObject *kwds, + PyObject **argnames[], + PyObject *kwds2, + PyObject *values[], + Py_ssize_t num_pos_args, + const char* function_name) +{ + PyObject *key = 0, *value = 0; + Py_ssize_t pos = 0; + PyObject*** name; + PyObject*** first_kw_arg = argnames + num_pos_args; + while (PyDict_Next(kwds, &pos, &key, &value)) { + name = first_kw_arg; + while (*name && (**name != key)) name++; + if (*name) { + values[name-argnames] = value; + continue; + } + name = first_kw_arg; + #if PY_MAJOR_VERSION < 3 + if (likely(PyString_Check(key))) { + while (*name) { + if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key)) + && _PyString_Eq(**name, key)) { + values[name-argnames] = value; + break; + } + name++; + } + if (*name) continue; + else { + PyObject*** argname = argnames; + while (argname != first_kw_arg) { + if ((**argname == key) || ( + (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) + && _PyString_Eq(**argname, key))) { + goto arg_passed_twice; + } + argname++; + } + } + } else + #endif + if (likely(PyUnicode_Check(key))) { + while (*name) { + int cmp = (**name == key) ? 0 : + #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 + (__Pyx_PyUnicode_GET_LENGTH(**name) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 : + #endif + PyUnicode_Compare(**name, key); + if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; + if (cmp == 0) { + values[name-argnames] = value; + break; + } + name++; + } + if (*name) continue; + else { + PyObject*** argname = argnames; + while (argname != first_kw_arg) { + int cmp = (**argname == key) ? 0 : + #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 + (__Pyx_PyUnicode_GET_LENGTH(**argname) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 : + #endif + PyUnicode_Compare(**argname, key); + if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; + if (cmp == 0) goto arg_passed_twice; + argname++; + } + } + } else + goto invalid_keyword_type; + if (kwds2) { + if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; + } else { + goto invalid_keyword; + } + } + return 0; +arg_passed_twice: + __Pyx_RaiseDoubleKeywordsError(function_name, key); + goto bad; +invalid_keyword_type: + PyErr_Format(PyExc_TypeError, + "%.200s() keywords must be strings", function_name); + goto bad; +invalid_keyword: + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION < 3 + "%.200s() got an unexpected keyword argument '%.200s'", + function_name, PyString_AsString(key)); + #else + "%s() got an unexpected keyword argument '%U'", + function_name, key); + #endif +bad: + return -1; +} + +/* PyIntBinop */ +#if !CYTHON_COMPILING_IN_PYPY +static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, int inplace, int zerodivision_check) { + (void)inplace; + (void)zerodivision_check; + #if PY_MAJOR_VERSION < 3 + if (likely(PyInt_CheckExact(op1))) { + const long b = intval; + long x; + long a = PyInt_AS_LONG(op1); + x = (long)((unsigned long)a + b); + if (likely((x^a) >= 0 || (x^b) >= 0)) + return PyInt_FromLong(x); + return PyLong_Type.tp_as_number->nb_add(op1, op2); + } + #endif + #if CYTHON_USE_PYLONG_INTERNALS + if (likely(PyLong_CheckExact(op1))) { + const long b = intval; + long a, x; +#ifdef HAVE_LONG_LONG + const PY_LONG_LONG llb = intval; + PY_LONG_LONG lla, llx; +#endif + const digit* digits = ((PyLongObject*)op1)->ob_digit; + const Py_ssize_t size = Py_SIZE(op1); + if (likely(__Pyx_sst_abs(size) <= 1)) { + a = likely(size) ? digits[0] : 0; + if (size == -1) a = -a; + } else { + switch (size) { + case -2: + if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { + a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; +#ifdef HAVE_LONG_LONG + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { + lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; +#endif + } + CYTHON_FALLTHROUGH; + case 2: + if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { + a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; +#ifdef HAVE_LONG_LONG + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { + lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; +#endif + } + CYTHON_FALLTHROUGH; + case -3: + if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { + a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; +#ifdef HAVE_LONG_LONG + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { + lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; +#endif + } + CYTHON_FALLTHROUGH; + case 3: + if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { + a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; +#ifdef HAVE_LONG_LONG + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { + lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; +#endif + } + CYTHON_FALLTHROUGH; + case -4: + if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { + a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; +#ifdef HAVE_LONG_LONG + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { + lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; +#endif + } + CYTHON_FALLTHROUGH; + case 4: + if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { + a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; +#ifdef HAVE_LONG_LONG + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { + lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; +#endif + } + CYTHON_FALLTHROUGH; + default: return PyLong_Type.tp_as_number->nb_add(op1, op2); + } + } + x = a + b; + return PyLong_FromLong(x); +#ifdef HAVE_LONG_LONG + long_long: + llx = lla + llb; + return PyLong_FromLongLong(llx); +#endif + + + } + #endif + if (PyFloat_CheckExact(op1)) { + const long b = intval; + double a = PyFloat_AS_DOUBLE(op1); + double result; + PyFPE_START_PROTECT("add", return NULL) + result = ((double)a) + (double)b; + PyFPE_END_PROTECT(result) + return PyFloat_FromDouble(result); + } + return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2); +} +#endif + +/* None */ +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) { + PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname); +} + +/* PyIntBinop */ +#if !CYTHON_COMPILING_IN_PYPY +static PyObject* __Pyx_PyInt_SubtractObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, int inplace, int zerodivision_check) { + (void)inplace; + (void)zerodivision_check; + #if PY_MAJOR_VERSION < 3 + if (likely(PyInt_CheckExact(op1))) { + const long b = intval; + long x; + long a = PyInt_AS_LONG(op1); + x = (long)((unsigned long)a - b); + if (likely((x^a) >= 0 || (x^~b) >= 0)) + return PyInt_FromLong(x); + return PyLong_Type.tp_as_number->nb_subtract(op1, op2); + } + #endif + #if CYTHON_USE_PYLONG_INTERNALS + if (likely(PyLong_CheckExact(op1))) { + const long b = intval; + long a, x; +#ifdef HAVE_LONG_LONG + const PY_LONG_LONG llb = intval; + PY_LONG_LONG lla, llx; +#endif + const digit* digits = ((PyLongObject*)op1)->ob_digit; + const Py_ssize_t size = Py_SIZE(op1); + if (likely(__Pyx_sst_abs(size) <= 1)) { + a = likely(size) ? digits[0] : 0; + if (size == -1) a = -a; + } else { + switch (size) { + case -2: + if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { + a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; +#ifdef HAVE_LONG_LONG + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { + lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; +#endif + } + CYTHON_FALLTHROUGH; + case 2: + if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { + a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; +#ifdef HAVE_LONG_LONG + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { + lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; +#endif + } + CYTHON_FALLTHROUGH; + case -3: + if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { + a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; +#ifdef HAVE_LONG_LONG + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { + lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; +#endif + } + CYTHON_FALLTHROUGH; + case 3: + if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { + a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; +#ifdef HAVE_LONG_LONG + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { + lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; +#endif + } + CYTHON_FALLTHROUGH; + case -4: + if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { + a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; +#ifdef HAVE_LONG_LONG + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { + lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; +#endif + } + CYTHON_FALLTHROUGH; + case 4: + if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { + a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; +#ifdef HAVE_LONG_LONG + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { + lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; +#endif + } + CYTHON_FALLTHROUGH; + default: return PyLong_Type.tp_as_number->nb_subtract(op1, op2); + } + } + x = a - b; + return PyLong_FromLong(x); +#ifdef HAVE_LONG_LONG + long_long: + llx = lla - llb; + return PyLong_FromLongLong(llx); +#endif + + + } + #endif + if (PyFloat_CheckExact(op1)) { + const long b = intval; + double a = PyFloat_AS_DOUBLE(op1); + double result; + PyFPE_START_PROTECT("subtract", return NULL) + result = ((double)a) - (double)b; + PyFPE_END_PROTECT(result) + return PyFloat_FromDouble(result); + } + return (inplace ? PyNumber_InPlaceSubtract : PyNumber_Subtract)(op1, op2); +} +#endif + +/* ArgTypeTest */ +static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact) +{ + if (unlikely(!type)) { + PyErr_SetString(PyExc_SystemError, "Missing type object"); + return 0; + } + else if (exact) { + #if PY_MAJOR_VERSION == 2 + if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1; + #endif + } + else { + if (likely(__Pyx_TypeCheck(obj, type))) return 1; + } + PyErr_Format(PyExc_TypeError, + "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)", + name, type->tp_name, Py_TYPE(obj)->tp_name); + return 0; +} + +/* PyObjectGetMethod */ +static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method) { + PyObject *attr; +#if CYTHON_UNPACK_METHODS && CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_PYTYPE_LOOKUP + PyTypeObject *tp = Py_TYPE(obj); + PyObject *descr; + descrgetfunc f = NULL; + PyObject **dictptr, *dict; + int meth_found = 0; + assert (*method == NULL); + if (unlikely(tp->tp_getattro != PyObject_GenericGetAttr)) { + attr = __Pyx_PyObject_GetAttrStr(obj, name); + goto try_unpack; + } + if (unlikely(tp->tp_dict == NULL) && unlikely(PyType_Ready(tp) < 0)) { + return 0; + } + descr = _PyType_Lookup(tp, name); + if (likely(descr != NULL)) { + Py_INCREF(descr); +#if PY_MAJOR_VERSION >= 3 + #ifdef __Pyx_CyFunction_USED + if (likely(PyFunction_Check(descr) || (Py_TYPE(descr) == &PyMethodDescr_Type) || __Pyx_CyFunction_Check(descr))) + #else + if (likely(PyFunction_Check(descr) || (Py_TYPE(descr) == &PyMethodDescr_Type))) + #endif +#else + #ifdef __Pyx_CyFunction_USED + if (likely(PyFunction_Check(descr) || __Pyx_CyFunction_Check(descr))) + #else + if (likely(PyFunction_Check(descr))) + #endif +#endif + { + meth_found = 1; + } else { + f = Py_TYPE(descr)->tp_descr_get; + if (f != NULL && PyDescr_IsData(descr)) { + attr = f(descr, obj, (PyObject *)Py_TYPE(obj)); + Py_DECREF(descr); + goto try_unpack; + } + } + } + dictptr = _PyObject_GetDictPtr(obj); + if (dictptr != NULL && (dict = *dictptr) != NULL) { + Py_INCREF(dict); + attr = __Pyx_PyDict_GetItemStr(dict, name); + if (attr != NULL) { + Py_INCREF(attr); + Py_DECREF(dict); + Py_XDECREF(descr); + goto try_unpack; + } + Py_DECREF(dict); + } + if (meth_found) { + *method = descr; + return 1; + } + if (f != NULL) { + attr = f(descr, obj, (PyObject *)Py_TYPE(obj)); + Py_DECREF(descr); + goto try_unpack; + } + if (descr != NULL) { + *method = descr; + return 0; + } + PyErr_Format(PyExc_AttributeError, +#if PY_MAJOR_VERSION >= 3 + "'%.50s' object has no attribute '%U'", + tp->tp_name, name); +#else + "'%.50s' object has no attribute '%.400s'", + tp->tp_name, PyString_AS_STRING(name)); +#endif + return 0; +#else + attr = __Pyx_PyObject_GetAttrStr(obj, name); + goto try_unpack; +#endif +try_unpack: +#if CYTHON_UNPACK_METHODS + if (likely(attr) && PyMethod_Check(attr) && likely(PyMethod_GET_SELF(attr) == obj)) { + PyObject *function = PyMethod_GET_FUNCTION(attr); + Py_INCREF(function); + Py_DECREF(attr); + *method = function; + return 1; + } +#endif + *method = attr; + return 0; +} + +/* PyObjectCallMethod1 */ +static PyObject* __Pyx__PyObject_CallMethod1(PyObject* method, PyObject* arg) { + PyObject *result = __Pyx_PyObject_CallOneArg(method, arg); + Py_DECREF(method); + return result; +} +static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg) { + PyObject *method = NULL, *result; + int is_method = __Pyx_PyObject_GetMethod(obj, method_name, &method); + if (likely(is_method)) { + result = __Pyx_PyObject_Call2Args(method, obj, arg); + Py_DECREF(method); + return result; + } + if (unlikely(!method)) return NULL; + return __Pyx__PyObject_CallMethod1(method, arg); +} + +/* append */ +static CYTHON_INLINE int __Pyx_PyObject_Append(PyObject* L, PyObject* x) { + if (likely(PyList_CheckExact(L))) { + if (unlikely(__Pyx_PyList_Append(L, x) < 0)) return -1; + } else { + PyObject* retval = __Pyx_PyObject_CallMethod1(L, __pyx_n_s_append, x); + if (unlikely(!retval)) + return -1; + Py_DECREF(retval); + } + return 0; +} + +/* PyIntCompare */ +static CYTHON_INLINE PyObject* __Pyx_PyInt_EqObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED long inplace) { + if (op1 == op2) { + Py_RETURN_TRUE; + } + #if PY_MAJOR_VERSION < 3 + if (likely(PyInt_CheckExact(op1))) { + const long b = intval; + long a = PyInt_AS_LONG(op1); + if (a == b) Py_RETURN_TRUE; else Py_RETURN_FALSE; + } + #endif + #if CYTHON_USE_PYLONG_INTERNALS + if (likely(PyLong_CheckExact(op1))) { + int unequal; + unsigned long uintval; + Py_ssize_t size = Py_SIZE(op1); + const digit* digits = ((PyLongObject*)op1)->ob_digit; + if (intval == 0) { + if (size == 0) Py_RETURN_TRUE; else Py_RETURN_FALSE; + } else if (intval < 0) { + if (size >= 0) + Py_RETURN_FALSE; + intval = -intval; + size = -size; + } else { + if (size <= 0) + Py_RETURN_FALSE; + } + uintval = (unsigned long) intval; +#if PyLong_SHIFT * 4 < SIZEOF_LONG*8 + if (uintval >> (PyLong_SHIFT * 4)) { + unequal = (size != 5) || (digits[0] != (uintval & (unsigned long) PyLong_MASK)) + | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[4] != ((uintval >> (4 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)); + } else +#endif +#if PyLong_SHIFT * 3 < SIZEOF_LONG*8 + if (uintval >> (PyLong_SHIFT * 3)) { + unequal = (size != 4) || (digits[0] != (uintval & (unsigned long) PyLong_MASK)) + | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)); + } else +#endif +#if PyLong_SHIFT * 2 < SIZEOF_LONG*8 + if (uintval >> (PyLong_SHIFT * 2)) { + unequal = (size != 3) || (digits[0] != (uintval & (unsigned long) PyLong_MASK)) + | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)); + } else +#endif +#if PyLong_SHIFT * 1 < SIZEOF_LONG*8 + if (uintval >> (PyLong_SHIFT * 1)) { + unequal = (size != 2) || (digits[0] != (uintval & (unsigned long) PyLong_MASK)) + | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)); + } else +#endif + unequal = (size != 1) || (((unsigned long) digits[0]) != (uintval & (unsigned long) PyLong_MASK)); + if (unequal == 0) Py_RETURN_TRUE; else Py_RETURN_FALSE; + } + #endif + if (PyFloat_CheckExact(op1)) { + const long b = intval; + double a = PyFloat_AS_DOUBLE(op1); + if ((double)a == (double)b) Py_RETURN_TRUE; else Py_RETURN_FALSE; + } + return ( + PyObject_RichCompare(op1, op2, Py_EQ)); +} + +/* PyErrFetchRestore */ +#if CYTHON_FAST_THREAD_STATE +static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) { + PyObject *tmp_type, *tmp_value, *tmp_tb; + tmp_type = tstate->curexc_type; + tmp_value = tstate->curexc_value; + tmp_tb = tstate->curexc_traceback; + tstate->curexc_type = type; + tstate->curexc_value = value; + tstate->curexc_traceback = tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +} +static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { + *type = tstate->curexc_type; + *value = tstate->curexc_value; + *tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +} +#endif + +/* RaiseException */ +#if PY_MAJOR_VERSION < 3 +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, + CYTHON_UNUSED PyObject *cause) { + __Pyx_PyThreadState_declare + Py_XINCREF(type); + if (!value || value == Py_None) + value = NULL; + else + Py_INCREF(value); + if (!tb || tb == Py_None) + tb = NULL; + else { + Py_INCREF(tb); + if (!PyTraceBack_Check(tb)) { + PyErr_SetString(PyExc_TypeError, + "raise: arg 3 must be a traceback or None"); + goto raise_error; + } + } + if (PyType_Check(type)) { +#if CYTHON_COMPILING_IN_PYPY + if (!value) { + Py_INCREF(Py_None); + value = Py_None; + } +#endif + PyErr_NormalizeException(&type, &value, &tb); + } else { + if (value) { + PyErr_SetString(PyExc_TypeError, + "instance exception may not have a separate value"); + goto raise_error; + } + value = type; + type = (PyObject*) Py_TYPE(type); + Py_INCREF(type); + if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) { + PyErr_SetString(PyExc_TypeError, + "raise: exception class must be a subclass of BaseException"); + goto raise_error; + } + } + __Pyx_PyThreadState_assign + __Pyx_ErrRestore(type, value, tb); + return; +raise_error: + Py_XDECREF(value); + Py_XDECREF(type); + Py_XDECREF(tb); + return; +} +#else +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) { + PyObject* owned_instance = NULL; + if (tb == Py_None) { + tb = 0; + } else if (tb && !PyTraceBack_Check(tb)) { + PyErr_SetString(PyExc_TypeError, + "raise: arg 3 must be a traceback or None"); + goto bad; + } + if (value == Py_None) + value = 0; + if (PyExceptionInstance_Check(type)) { + if (value) { + PyErr_SetString(PyExc_TypeError, + "instance exception may not have a separate value"); + goto bad; + } + value = type; + type = (PyObject*) Py_TYPE(value); + } else if (PyExceptionClass_Check(type)) { + PyObject *instance_class = NULL; + if (value && PyExceptionInstance_Check(value)) { + instance_class = (PyObject*) Py_TYPE(value); + if (instance_class != type) { + int is_subclass = PyObject_IsSubclass(instance_class, type); + if (!is_subclass) { + instance_class = NULL; + } else if (unlikely(is_subclass == -1)) { + goto bad; + } else { + type = instance_class; + } + } + } + if (!instance_class) { + PyObject *args; + if (!value) + args = PyTuple_New(0); + else if (PyTuple_Check(value)) { + Py_INCREF(value); + args = value; + } else + args = PyTuple_Pack(1, value); + if (!args) + goto bad; + owned_instance = PyObject_Call(type, args, NULL); + Py_DECREF(args); + if (!owned_instance) + goto bad; + value = owned_instance; + if (!PyExceptionInstance_Check(value)) { + PyErr_Format(PyExc_TypeError, + "calling %R should have returned an instance of " + "BaseException, not %R", + type, Py_TYPE(value)); + goto bad; + } + } + } else { + PyErr_SetString(PyExc_TypeError, + "raise: exception class must be a subclass of BaseException"); + goto bad; + } + if (cause) { + PyObject *fixed_cause; + if (cause == Py_None) { + fixed_cause = NULL; + } else if (PyExceptionClass_Check(cause)) { + fixed_cause = PyObject_CallObject(cause, NULL); + if (fixed_cause == NULL) + goto bad; + } else if (PyExceptionInstance_Check(cause)) { + fixed_cause = cause; + Py_INCREF(fixed_cause); + } else { + PyErr_SetString(PyExc_TypeError, + "exception causes must derive from " + "BaseException"); + goto bad; + } + PyException_SetCause(value, fixed_cause); + } + PyErr_SetObject(type, value); + if (tb) { +#if CYTHON_COMPILING_IN_PYPY + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyErr_Fetch(&tmp_type, &tmp_value, &tmp_tb); + Py_INCREF(tb); + PyErr_Restore(tmp_type, tmp_value, tb); + Py_XDECREF(tmp_tb); +#else + PyThreadState *tstate = __Pyx_PyThreadState_Current; + PyObject* tmp_tb = tstate->curexc_traceback; + if (tb != tmp_tb) { + Py_INCREF(tb); + tstate->curexc_traceback = tb; + Py_XDECREF(tmp_tb); + } +#endif + } +bad: + Py_XDECREF(owned_instance); + return; +} +#endif + +/* GetItemInt */ +static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { + PyObject *r; + if (!j) return NULL; + r = PyObject_GetItem(o, j); + Py_DECREF(j); + return r; +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + CYTHON_NCP_UNUSED int wraparound, + CYTHON_NCP_UNUSED int boundscheck) { +#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS + Py_ssize_t wrapped_i = i; + if (wraparound & unlikely(i < 0)) { + wrapped_i += PyList_GET_SIZE(o); + } + if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyList_GET_SIZE(o)))) { + PyObject *r = PyList_GET_ITEM(o, wrapped_i); + Py_INCREF(r); + return r; + } + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +#else + return PySequence_GetItem(o, i); +#endif +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, + CYTHON_NCP_UNUSED int wraparound, + CYTHON_NCP_UNUSED int boundscheck) { +#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS + Py_ssize_t wrapped_i = i; + if (wraparound & unlikely(i < 0)) { + wrapped_i += PyTuple_GET_SIZE(o); + } + if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, wrapped_i); + Py_INCREF(r); + return r; + } + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +#else + return PySequence_GetItem(o, i); +#endif +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list, + CYTHON_NCP_UNUSED int wraparound, + CYTHON_NCP_UNUSED int boundscheck) { +#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && CYTHON_USE_TYPE_SLOTS + if (is_list || PyList_CheckExact(o)) { + Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); + if ((!boundscheck) || (likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o))))) { + PyObject *r = PyList_GET_ITEM(o, n); + Py_INCREF(r); + return r; + } + } + else if (PyTuple_CheckExact(o)) { + Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); + if ((!boundscheck) || likely(__Pyx_is_valid_index(n, PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, n); + Py_INCREF(r); + return r; + } + } else { + PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; + if (likely(m && m->sq_item)) { + if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { + Py_ssize_t l = m->sq_length(o); + if (likely(l >= 0)) { + i += l; + } else { + if (!PyErr_ExceptionMatches(PyExc_OverflowError)) + return NULL; + PyErr_Clear(); + } + } + return m->sq_item(o, i); + } + } +#else + if (is_list || PySequence_Check(o)) { + return PySequence_GetItem(o, i); + } +#endif + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +} + +/* SliceObject */ +static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice(PyObject* obj, + Py_ssize_t cstart, Py_ssize_t cstop, + PyObject** _py_start, PyObject** _py_stop, PyObject** _py_slice, + int has_cstart, int has_cstop, CYTHON_UNUSED int wraparound) { +#if CYTHON_USE_TYPE_SLOTS + PyMappingMethods* mp; +#if PY_MAJOR_VERSION < 3 + PySequenceMethods* ms = Py_TYPE(obj)->tp_as_sequence; + if (likely(ms && ms->sq_slice)) { + if (!has_cstart) { + if (_py_start && (*_py_start != Py_None)) { + cstart = __Pyx_PyIndex_AsSsize_t(*_py_start); + if ((cstart == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad; + } else + cstart = 0; + } + if (!has_cstop) { + if (_py_stop && (*_py_stop != Py_None)) { + cstop = __Pyx_PyIndex_AsSsize_t(*_py_stop); + if ((cstop == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad; + } else + cstop = PY_SSIZE_T_MAX; + } + if (wraparound && unlikely((cstart < 0) | (cstop < 0)) && likely(ms->sq_length)) { + Py_ssize_t l = ms->sq_length(obj); + if (likely(l >= 0)) { + if (cstop < 0) { + cstop += l; + if (cstop < 0) cstop = 0; + } + if (cstart < 0) { + cstart += l; + if (cstart < 0) cstart = 0; + } + } else { + if (!PyErr_ExceptionMatches(PyExc_OverflowError)) + goto bad; + PyErr_Clear(); + } + } + return ms->sq_slice(obj, cstart, cstop); + } +#endif + mp = Py_TYPE(obj)->tp_as_mapping; + if (likely(mp && mp->mp_subscript)) +#endif + { + PyObject* result; + PyObject *py_slice, *py_start, *py_stop; + if (_py_slice) { + py_slice = *_py_slice; + } else { + PyObject* owned_start = NULL; + PyObject* owned_stop = NULL; + if (_py_start) { + py_start = *_py_start; + } else { + if (has_cstart) { + owned_start = py_start = PyInt_FromSsize_t(cstart); + if (unlikely(!py_start)) goto bad; + } else + py_start = Py_None; + } + if (_py_stop) { + py_stop = *_py_stop; + } else { + if (has_cstop) { + owned_stop = py_stop = PyInt_FromSsize_t(cstop); + if (unlikely(!py_stop)) { + Py_XDECREF(owned_start); + goto bad; + } + } else + py_stop = Py_None; + } + py_slice = PySlice_New(py_start, py_stop, Py_None); + Py_XDECREF(owned_start); + Py_XDECREF(owned_stop); + if (unlikely(!py_slice)) goto bad; + } +#if CYTHON_USE_TYPE_SLOTS + result = mp->mp_subscript(obj, py_slice); +#else + result = PyObject_GetItem(obj, py_slice); +#endif + if (!_py_slice) { + Py_DECREF(py_slice); + } + return result; + } + PyErr_Format(PyExc_TypeError, + "'%.200s' object is unsliceable", Py_TYPE(obj)->tp_name); +bad: + return NULL; +} + +/* ObjectGetItem */ +#if CYTHON_USE_TYPE_SLOTS +static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject* index) { + PyObject *runerr; + Py_ssize_t key_value; + PySequenceMethods *m = Py_TYPE(obj)->tp_as_sequence; + if (unlikely(!(m && m->sq_item))) { + PyErr_Format(PyExc_TypeError, "'%.200s' object is not subscriptable", Py_TYPE(obj)->tp_name); + return NULL; + } + key_value = __Pyx_PyIndex_AsSsize_t(index); + if (likely(key_value != -1 || !(runerr = PyErr_Occurred()))) { + return __Pyx_GetItemInt_Fast(obj, key_value, 0, 1, 1); + } + if (PyErr_GivenExceptionMatches(runerr, PyExc_OverflowError)) { + PyErr_Clear(); + PyErr_Format(PyExc_IndexError, "cannot fit '%.200s' into an index-sized integer", Py_TYPE(index)->tp_name); + } + return NULL; +} +static PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject* key) { + PyMappingMethods *m = Py_TYPE(obj)->tp_as_mapping; + if (likely(m && m->mp_subscript)) { + return m->mp_subscript(obj, key); + } + return __Pyx_PyObject_GetIndex(obj, key); +} +#endif + +/* UnpackUnboundCMethod */ +static int __Pyx_TryUnpackUnboundCMethod(__Pyx_CachedCFunction* target) { + PyObject *method; + method = __Pyx_PyObject_GetAttrStr(target->type, *target->method_name); + if (unlikely(!method)) + return -1; + target->method = method; +#if CYTHON_COMPILING_IN_CPYTHON + #if PY_MAJOR_VERSION >= 3 + if (likely(__Pyx_TypeCheck(method, &PyMethodDescr_Type))) + #endif + { + PyMethodDescrObject *descr = (PyMethodDescrObject*) method; + target->func = descr->d_method->ml_meth; + target->flag = descr->d_method->ml_flags & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_STACKLESS); + } +#endif + return 0; +} + +/* CallUnboundCMethod1 */ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg) { + if (likely(cfunc->func)) { + int flag = cfunc->flag; + if (flag == METH_O) { + return (*(cfunc->func))(self, arg); + } else if (PY_VERSION_HEX >= 0x030600B1 && flag == METH_FASTCALL) { + if (PY_VERSION_HEX >= 0x030700A0) { + return (*(__Pyx_PyCFunctionFast)(void*)(PyCFunction)cfunc->func)(self, &arg, 1); + } else { + return (*(__Pyx_PyCFunctionFastWithKeywords)(void*)(PyCFunction)cfunc->func)(self, &arg, 1, NULL); + } + } else if (PY_VERSION_HEX >= 0x030700A0 && flag == (METH_FASTCALL | METH_KEYWORDS)) { + return (*(__Pyx_PyCFunctionFastWithKeywords)(void*)(PyCFunction)cfunc->func)(self, &arg, 1, NULL); + } + } + return __Pyx__CallUnboundCMethod1(cfunc, self, arg); +} +#endif +static PyObject* __Pyx__CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg){ + PyObject *args, *result = NULL; + if (unlikely(!cfunc->func && !cfunc->method) && unlikely(__Pyx_TryUnpackUnboundCMethod(cfunc) < 0)) return NULL; +#if CYTHON_COMPILING_IN_CPYTHON + if (cfunc->func && (cfunc->flag & METH_VARARGS)) { + args = PyTuple_New(1); + if (unlikely(!args)) goto bad; + Py_INCREF(arg); + PyTuple_SET_ITEM(args, 0, arg); + if (cfunc->flag & METH_KEYWORDS) + result = (*(PyCFunctionWithKeywords)(void*)(PyCFunction)cfunc->func)(self, args, NULL); + else + result = (*cfunc->func)(self, args); + } else { + args = PyTuple_New(2); + if (unlikely(!args)) goto bad; + Py_INCREF(self); + PyTuple_SET_ITEM(args, 0, self); + Py_INCREF(arg); + PyTuple_SET_ITEM(args, 1, arg); + result = __Pyx_PyObject_Call(cfunc->method, args, NULL); + } +#else + args = PyTuple_Pack(2, self, arg); + if (unlikely(!args)) goto bad; + result = __Pyx_PyObject_Call(cfunc->method, args, NULL); +#endif +bad: + Py_XDECREF(args); + return result; +} + +/* SetItemInt */ +static int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v) { + int r; + if (!j) return -1; + r = PyObject_SetItem(o, j, v); + Py_DECREF(j); + return r; +} +static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v, int is_list, + CYTHON_NCP_UNUSED int wraparound, CYTHON_NCP_UNUSED int boundscheck) { +#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && CYTHON_USE_TYPE_SLOTS + if (is_list || PyList_CheckExact(o)) { + Py_ssize_t n = (!wraparound) ? i : ((likely(i >= 0)) ? i : i + PyList_GET_SIZE(o)); + if ((!boundscheck) || likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o)))) { + PyObject* old = PyList_GET_ITEM(o, n); + Py_INCREF(v); + PyList_SET_ITEM(o, n, v); + Py_DECREF(old); + return 1; + } + } else { + PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; + if (likely(m && m->sq_ass_item)) { + if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { + Py_ssize_t l = m->sq_length(o); + if (likely(l >= 0)) { + i += l; + } else { + if (!PyErr_ExceptionMatches(PyExc_OverflowError)) + return -1; + PyErr_Clear(); + } + } + return m->sq_ass_item(o, i, v); + } + } +#else +#if CYTHON_COMPILING_IN_PYPY + if (is_list || (PySequence_Check(o) && !PyDict_Check(o))) +#else + if (is_list || PySequence_Check(o)) +#endif + { + return PySequence_SetItem(o, i, v); + } +#endif + return __Pyx_SetItemInt_Generic(o, PyInt_FromSsize_t(i), v); +} + +/* FetchCommonType */ +static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type) { + PyObject* fake_module; + PyTypeObject* cached_type = NULL; + fake_module = PyImport_AddModule((char*) "_cython_" CYTHON_ABI); + if (!fake_module) return NULL; + Py_INCREF(fake_module); + cached_type = (PyTypeObject*) PyObject_GetAttrString(fake_module, type->tp_name); + if (cached_type) { + if (!PyType_Check((PyObject*)cached_type)) { + PyErr_Format(PyExc_TypeError, + "Shared Cython type %.200s is not a type object", + type->tp_name); + goto bad; + } + if (cached_type->tp_basicsize != type->tp_basicsize) { + PyErr_Format(PyExc_TypeError, + "Shared Cython type %.200s has the wrong size, try recompiling", + type->tp_name); + goto bad; + } + } else { + if (!PyErr_ExceptionMatches(PyExc_AttributeError)) goto bad; + PyErr_Clear(); + if (PyType_Ready(type) < 0) goto bad; + if (PyObject_SetAttrString(fake_module, type->tp_name, (PyObject*) type) < 0) + goto bad; + Py_INCREF(type); + cached_type = type; + } +done: + Py_DECREF(fake_module); + return cached_type; +bad: + Py_XDECREF(cached_type); + cached_type = NULL; + goto done; +} + +/* CythonFunctionShared */ +#include +static PyObject * +__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *closure) +{ + if (unlikely(op->func_doc == NULL)) { + if (op->func.m_ml->ml_doc) { +#if PY_MAJOR_VERSION >= 3 + op->func_doc = PyUnicode_FromString(op->func.m_ml->ml_doc); +#else + op->func_doc = PyString_FromString(op->func.m_ml->ml_doc); +#endif + if (unlikely(op->func_doc == NULL)) + return NULL; + } else { + Py_INCREF(Py_None); + return Py_None; + } + } + Py_INCREF(op->func_doc); + return op->func_doc; +} +static int +__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value, CYTHON_UNUSED void *context) +{ + PyObject *tmp = op->func_doc; + if (value == NULL) { + value = Py_None; + } + Py_INCREF(value); + op->func_doc = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) +{ + if (unlikely(op->func_name == NULL)) { +#if PY_MAJOR_VERSION >= 3 + op->func_name = PyUnicode_InternFromString(op->func.m_ml->ml_name); +#else + op->func_name = PyString_InternFromString(op->func.m_ml->ml_name); +#endif + if (unlikely(op->func_name == NULL)) + return NULL; + } + Py_INCREF(op->func_name); + return op->func_name; +} +static int +__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value, CYTHON_UNUSED void *context) +{ + PyObject *tmp; +#if PY_MAJOR_VERSION >= 3 + if (unlikely(value == NULL || !PyUnicode_Check(value))) +#else + if (unlikely(value == NULL || !PyString_Check(value))) +#endif + { + PyErr_SetString(PyExc_TypeError, + "__name__ must be set to a string object"); + return -1; + } + tmp = op->func_name; + Py_INCREF(value); + op->func_name = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) +{ + Py_INCREF(op->func_qualname); + return op->func_qualname; +} +static int +__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value, CYTHON_UNUSED void *context) +{ + PyObject *tmp; +#if PY_MAJOR_VERSION >= 3 + if (unlikely(value == NULL || !PyUnicode_Check(value))) +#else + if (unlikely(value == NULL || !PyString_Check(value))) +#endif + { + PyErr_SetString(PyExc_TypeError, + "__qualname__ must be set to a string object"); + return -1; + } + tmp = op->func_qualname; + Py_INCREF(value); + op->func_qualname = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_self(__pyx_CyFunctionObject *m, CYTHON_UNUSED void *closure) +{ + PyObject *self; + self = m->func_closure; + if (self == NULL) + self = Py_None; + Py_INCREF(self); + return self; +} +static PyObject * +__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) +{ + if (unlikely(op->func_dict == NULL)) { + op->func_dict = PyDict_New(); + if (unlikely(op->func_dict == NULL)) + return NULL; + } + Py_INCREF(op->func_dict); + return op->func_dict; +} +static int +__Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value, CYTHON_UNUSED void *context) +{ + PyObject *tmp; + if (unlikely(value == NULL)) { + PyErr_SetString(PyExc_TypeError, + "function's dictionary may not be deleted"); + return -1; + } + if (unlikely(!PyDict_Check(value))) { + PyErr_SetString(PyExc_TypeError, + "setting function's dictionary to a non-dict"); + return -1; + } + tmp = op->func_dict; + Py_INCREF(value); + op->func_dict = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_globals(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) +{ + Py_INCREF(op->func_globals); + return op->func_globals; +} +static PyObject * +__Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) +{ + Py_INCREF(Py_None); + return Py_None; +} +static PyObject * +__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) +{ + PyObject* result = (op->func_code) ? op->func_code : Py_None; + Py_INCREF(result); + return result; +} +static int +__Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) { + int result = 0; + PyObject *res = op->defaults_getter((PyObject *) op); + if (unlikely(!res)) + return -1; + #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS + op->defaults_tuple = PyTuple_GET_ITEM(res, 0); + Py_INCREF(op->defaults_tuple); + op->defaults_kwdict = PyTuple_GET_ITEM(res, 1); + Py_INCREF(op->defaults_kwdict); + #else + op->defaults_tuple = PySequence_ITEM(res, 0); + if (unlikely(!op->defaults_tuple)) result = -1; + else { + op->defaults_kwdict = PySequence_ITEM(res, 1); + if (unlikely(!op->defaults_kwdict)) result = -1; + } + #endif + Py_DECREF(res); + return result; +} +static int +__Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value, CYTHON_UNUSED void *context) { + PyObject* tmp; + if (!value) { + value = Py_None; + } else if (value != Py_None && !PyTuple_Check(value)) { + PyErr_SetString(PyExc_TypeError, + "__defaults__ must be set to a tuple object"); + return -1; + } + Py_INCREF(value); + tmp = op->defaults_tuple; + op->defaults_tuple = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) { + PyObject* result = op->defaults_tuple; + if (unlikely(!result)) { + if (op->defaults_getter) { + if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL; + result = op->defaults_tuple; + } else { + result = Py_None; + } + } + Py_INCREF(result); + return result; +} +static int +__Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value, CYTHON_UNUSED void *context) { + PyObject* tmp; + if (!value) { + value = Py_None; + } else if (value != Py_None && !PyDict_Check(value)) { + PyErr_SetString(PyExc_TypeError, + "__kwdefaults__ must be set to a dict object"); + return -1; + } + Py_INCREF(value); + tmp = op->defaults_kwdict; + op->defaults_kwdict = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) { + PyObject* result = op->defaults_kwdict; + if (unlikely(!result)) { + if (op->defaults_getter) { + if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL; + result = op->defaults_kwdict; + } else { + result = Py_None; + } + } + Py_INCREF(result); + return result; +} +static int +__Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value, CYTHON_UNUSED void *context) { + PyObject* tmp; + if (!value || value == Py_None) { + value = NULL; + } else if (!PyDict_Check(value)) { + PyErr_SetString(PyExc_TypeError, + "__annotations__ must be set to a dict object"); + return -1; + } + Py_XINCREF(value); + tmp = op->func_annotations; + op->func_annotations = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) { + PyObject* result = op->func_annotations; + if (unlikely(!result)) { + result = PyDict_New(); + if (unlikely(!result)) return NULL; + op->func_annotations = result; + } + Py_INCREF(result); + return result; +} +static PyGetSetDef __pyx_CyFunction_getsets[] = { + {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, + {(char *) "__doc__", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, + {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, + {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, + {(char *) "__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0}, + {(char *) "__self__", (getter)__Pyx_CyFunction_get_self, 0, 0, 0}, + {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0}, + {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0}, + {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, + {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, + {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, + {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, + {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, + {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, + {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, + {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, + {(char *) "__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0}, + {(char *) "__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0}, + {0, 0, 0, 0, 0} +}; +static PyMemberDef __pyx_CyFunction_members[] = { + {(char *) "__module__", T_OBJECT, offsetof(PyCFunctionObject, m_module), PY_WRITE_RESTRICTED, 0}, + {0, 0, 0, 0, 0} +}; +static PyObject * +__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, CYTHON_UNUSED PyObject *args) +{ +#if PY_MAJOR_VERSION >= 3 + Py_INCREF(m->func_qualname); + return m->func_qualname; +#else + return PyString_FromString(m->func.m_ml->ml_name); +#endif +} +static PyMethodDef __pyx_CyFunction_methods[] = { + {"__reduce__", (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0}, + {0, 0, 0, 0} +}; +#if PY_VERSION_HEX < 0x030500A0 +#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func_weakreflist) +#else +#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func.m_weakreflist) +#endif +static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject *op, PyMethodDef *ml, int flags, PyObject* qualname, + PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) { + if (unlikely(op == NULL)) + return NULL; + op->flags = flags; + __Pyx_CyFunction_weakreflist(op) = NULL; + op->func.m_ml = ml; + op->func.m_self = (PyObject *) op; + Py_XINCREF(closure); + op->func_closure = closure; + Py_XINCREF(module); + op->func.m_module = module; + op->func_dict = NULL; + op->func_name = NULL; + Py_INCREF(qualname); + op->func_qualname = qualname; + op->func_doc = NULL; + op->func_classobj = NULL; + op->func_globals = globals; + Py_INCREF(op->func_globals); + Py_XINCREF(code); + op->func_code = code; + op->defaults_pyobjects = 0; + op->defaults_size = 0; + op->defaults = NULL; + op->defaults_tuple = NULL; + op->defaults_kwdict = NULL; + op->defaults_getter = NULL; + op->func_annotations = NULL; + return (PyObject *) op; +} +static int +__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m) +{ + Py_CLEAR(m->func_closure); + Py_CLEAR(m->func.m_module); + Py_CLEAR(m->func_dict); + Py_CLEAR(m->func_name); + Py_CLEAR(m->func_qualname); + Py_CLEAR(m->func_doc); + Py_CLEAR(m->func_globals); + Py_CLEAR(m->func_code); + Py_CLEAR(m->func_classobj); + Py_CLEAR(m->defaults_tuple); + Py_CLEAR(m->defaults_kwdict); + Py_CLEAR(m->func_annotations); + if (m->defaults) { + PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m); + int i; + for (i = 0; i < m->defaults_pyobjects; i++) + Py_XDECREF(pydefaults[i]); + PyObject_Free(m->defaults); + m->defaults = NULL; + } + return 0; +} +static void __Pyx__CyFunction_dealloc(__pyx_CyFunctionObject *m) +{ + if (__Pyx_CyFunction_weakreflist(m) != NULL) + PyObject_ClearWeakRefs((PyObject *) m); + __Pyx_CyFunction_clear(m); + PyObject_GC_Del(m); +} +static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m) +{ + PyObject_GC_UnTrack(m); + __Pyx__CyFunction_dealloc(m); +} +static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg) +{ + Py_VISIT(m->func_closure); + Py_VISIT(m->func.m_module); + Py_VISIT(m->func_dict); + Py_VISIT(m->func_name); + Py_VISIT(m->func_qualname); + Py_VISIT(m->func_doc); + Py_VISIT(m->func_globals); + Py_VISIT(m->func_code); + Py_VISIT(m->func_classobj); + Py_VISIT(m->defaults_tuple); + Py_VISIT(m->defaults_kwdict); + if (m->defaults) { + PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m); + int i; + for (i = 0; i < m->defaults_pyobjects; i++) + Py_VISIT(pydefaults[i]); + } + return 0; +} +static PyObject *__Pyx_CyFunction_descr_get(PyObject *func, PyObject *obj, PyObject *type) +{ +#if PY_MAJOR_VERSION < 3 + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + if (m->flags & __Pyx_CYFUNCTION_STATICMETHOD) { + Py_INCREF(func); + return func; + } + if (m->flags & __Pyx_CYFUNCTION_CLASSMETHOD) { + if (type == NULL) + type = (PyObject *)(Py_TYPE(obj)); + return __Pyx_PyMethod_New(func, type, (PyObject *)(Py_TYPE(type))); + } + if (obj == Py_None) + obj = NULL; +#endif + return __Pyx_PyMethod_New(func, obj, type); +} +static PyObject* +__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op) +{ +#if PY_MAJOR_VERSION >= 3 + return PyUnicode_FromFormat("", + op->func_qualname, (void *)op); +#else + return PyString_FromFormat("", + PyString_AsString(op->func_qualname), (void *)op); +#endif +} +static PyObject * __Pyx_CyFunction_CallMethod(PyObject *func, PyObject *self, PyObject *arg, PyObject *kw) { + PyCFunctionObject* f = (PyCFunctionObject*)func; + PyCFunction meth = f->m_ml->ml_meth; + Py_ssize_t size; + switch (f->m_ml->ml_flags & (METH_VARARGS | METH_KEYWORDS | METH_NOARGS | METH_O)) { + case METH_VARARGS: + if (likely(kw == NULL || PyDict_Size(kw) == 0)) + return (*meth)(self, arg); + break; + case METH_VARARGS | METH_KEYWORDS: + return (*(PyCFunctionWithKeywords)(void*)meth)(self, arg, kw); + case METH_NOARGS: + if (likely(kw == NULL || PyDict_Size(kw) == 0)) { + size = PyTuple_GET_SIZE(arg); + if (likely(size == 0)) + return (*meth)(self, NULL); + PyErr_Format(PyExc_TypeError, + "%.200s() takes no arguments (%" CYTHON_FORMAT_SSIZE_T "d given)", + f->m_ml->ml_name, size); + return NULL; + } + break; + case METH_O: + if (likely(kw == NULL || PyDict_Size(kw) == 0)) { + size = PyTuple_GET_SIZE(arg); + if (likely(size == 1)) { + PyObject *result, *arg0; + #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS + arg0 = PyTuple_GET_ITEM(arg, 0); + #else + arg0 = PySequence_ITEM(arg, 0); if (unlikely(!arg0)) return NULL; + #endif + result = (*meth)(self, arg0); + #if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS) + Py_DECREF(arg0); + #endif + return result; + } + PyErr_Format(PyExc_TypeError, + "%.200s() takes exactly one argument (%" CYTHON_FORMAT_SSIZE_T "d given)", + f->m_ml->ml_name, size); + return NULL; + } + break; + default: + PyErr_SetString(PyExc_SystemError, "Bad call flags in " + "__Pyx_CyFunction_Call. METH_OLDARGS is no " + "longer supported!"); + return NULL; + } + PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments", + f->m_ml->ml_name); + return NULL; +} +static CYTHON_INLINE PyObject *__Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { + return __Pyx_CyFunction_CallMethod(func, ((PyCFunctionObject*)func)->m_self, arg, kw); +} +static PyObject *__Pyx_CyFunction_CallAsMethod(PyObject *func, PyObject *args, PyObject *kw) { + PyObject *result; + __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *) func; + if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) { + Py_ssize_t argc; + PyObject *new_args; + PyObject *self; + argc = PyTuple_GET_SIZE(args); + new_args = PyTuple_GetSlice(args, 1, argc); + if (unlikely(!new_args)) + return NULL; + self = PyTuple_GetItem(args, 0); + if (unlikely(!self)) { + Py_DECREF(new_args); + return NULL; + } + result = __Pyx_CyFunction_CallMethod(func, self, new_args, kw); + Py_DECREF(new_args); + } else { + result = __Pyx_CyFunction_Call(func, args, kw); + } + return result; +} +static PyTypeObject __pyx_CyFunctionType_type = { + PyVarObject_HEAD_INIT(0, 0) + "cython_function_or_method", + sizeof(__pyx_CyFunctionObject), + 0, + (destructor) __Pyx_CyFunction_dealloc, + 0, + 0, + 0, +#if PY_MAJOR_VERSION < 3 + 0, +#else + 0, +#endif + (reprfunc) __Pyx_CyFunction_repr, + 0, + 0, + 0, + 0, + __Pyx_CyFunction_CallAsMethod, + 0, + 0, + 0, + 0, + Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, + 0, + (traverseproc) __Pyx_CyFunction_traverse, + (inquiry) __Pyx_CyFunction_clear, + 0, +#if PY_VERSION_HEX < 0x030500A0 + offsetof(__pyx_CyFunctionObject, func_weakreflist), +#else + offsetof(PyCFunctionObject, m_weakreflist), +#endif + 0, + 0, + __pyx_CyFunction_methods, + __pyx_CyFunction_members, + __pyx_CyFunction_getsets, + 0, + 0, + __Pyx_CyFunction_descr_get, + 0, + offsetof(__pyx_CyFunctionObject, func_dict), + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, +#if PY_VERSION_HEX >= 0x030400a1 + 0, +#endif +#if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800) + 0, +#endif +#if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000 + 0, +#endif +#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 + 0, +#endif +}; +static int __pyx_CyFunction_init(void) { + __pyx_CyFunctionType = __Pyx_FetchCommonType(&__pyx_CyFunctionType_type); + if (unlikely(__pyx_CyFunctionType == NULL)) { + return -1; + } + return 0; +} +static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults = PyObject_Malloc(size); + if (unlikely(!m->defaults)) + return PyErr_NoMemory(); + memset(m->defaults, 0, size); + m->defaults_pyobjects = pyobjects; + m->defaults_size = size; + return m->defaults; +} +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults_tuple = tuple; + Py_INCREF(tuple); +} +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults_kwdict = dict; + Py_INCREF(dict); +} +static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->func_annotations = dict; + Py_INCREF(dict); +} + +/* CythonFunction */ +static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml, int flags, PyObject* qualname, + PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) { + PyObject *op = __Pyx_CyFunction_Init( + PyObject_GC_New(__pyx_CyFunctionObject, __pyx_CyFunctionType), + ml, flags, qualname, closure, module, globals, code + ); + if (likely(op)) { + PyObject_GC_Track(op); + } + return op; +} + +/* RaiseTooManyValuesToUnpack */ +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { + PyErr_Format(PyExc_ValueError, + "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); +} + +/* RaiseNeedMoreValuesToUnpack */ +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { + PyErr_Format(PyExc_ValueError, + "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack", + index, (index == 1) ? "" : "s"); +} + +/* IterFinish */ +static CYTHON_INLINE int __Pyx_IterFinish(void) { +#if CYTHON_FAST_THREAD_STATE + PyThreadState *tstate = __Pyx_PyThreadState_Current; + PyObject* exc_type = tstate->curexc_type; + if (unlikely(exc_type)) { + if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) { + PyObject *exc_value, *exc_tb; + exc_value = tstate->curexc_value; + exc_tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; + Py_DECREF(exc_type); + Py_XDECREF(exc_value); + Py_XDECREF(exc_tb); + return 0; + } else { + return -1; + } + } + return 0; +#else + if (unlikely(PyErr_Occurred())) { + if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) { + PyErr_Clear(); + return 0; + } else { + return -1; + } + } + return 0; +#endif +} + +/* UnpackItemEndCheck */ +static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { + if (unlikely(retval)) { + Py_DECREF(retval); + __Pyx_RaiseTooManyValuesError(expected); + return -1; + } else { + return __Pyx_IterFinish(); + } + return 0; +} + +/* Import */ +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { + PyObject *empty_list = 0; + PyObject *module = 0; + PyObject *global_dict = 0; + PyObject *empty_dict = 0; + PyObject *list; + #if PY_MAJOR_VERSION < 3 + PyObject *py_import; + py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import); + if (!py_import) + goto bad; + #endif + if (from_list) + list = from_list; + else { + empty_list = PyList_New(0); + if (!empty_list) + goto bad; + list = empty_list; + } + global_dict = PyModule_GetDict(__pyx_m); + if (!global_dict) + goto bad; + empty_dict = PyDict_New(); + if (!empty_dict) + goto bad; + { + #if PY_MAJOR_VERSION >= 3 + if (level == -1) { + if ((1) && (strchr(__Pyx_MODULE_NAME, '.'))) { + module = PyImport_ImportModuleLevelObject( + name, global_dict, empty_dict, list, 1); + if (!module) { + if (!PyErr_ExceptionMatches(PyExc_ImportError)) + goto bad; + PyErr_Clear(); + } + } + level = 0; + } + #endif + if (!module) { + #if PY_MAJOR_VERSION < 3 + PyObject *py_level = PyInt_FromLong(level); + if (!py_level) + goto bad; + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, py_level, (PyObject *)NULL); + Py_DECREF(py_level); + #else + module = PyImport_ImportModuleLevelObject( + name, global_dict, empty_dict, list, level); + #endif + } + } +bad: + #if PY_MAJOR_VERSION < 3 + Py_XDECREF(py_import); + #endif + Py_XDECREF(empty_list); + Py_XDECREF(empty_dict); + return module; +} + +/* DictGetItem */ +#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY +static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) { + PyObject *value; + value = PyDict_GetItemWithError(d, key); + if (unlikely(!value)) { + if (!PyErr_Occurred()) { + if (unlikely(PyTuple_Check(key))) { + PyObject* args = PyTuple_Pack(1, key); + if (likely(args)) { + PyErr_SetObject(PyExc_KeyError, args); + Py_DECREF(args); + } + } else { + PyErr_SetObject(PyExc_KeyError, key); + } + } + return NULL; + } + Py_INCREF(value); + return value; +} +#endif + +/* PyObject_GenericGetAttrNoDict */ +#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000 +static PyObject *__Pyx_RaiseGenericGetAttributeError(PyTypeObject *tp, PyObject *attr_name) { + PyErr_Format(PyExc_AttributeError, +#if PY_MAJOR_VERSION >= 3 + "'%.50s' object has no attribute '%U'", + tp->tp_name, attr_name); +#else + "'%.50s' object has no attribute '%.400s'", + tp->tp_name, PyString_AS_STRING(attr_name)); +#endif + return NULL; +} +static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name) { + PyObject *descr; + PyTypeObject *tp = Py_TYPE(obj); + if (unlikely(!PyString_Check(attr_name))) { + return PyObject_GenericGetAttr(obj, attr_name); + } + assert(!tp->tp_dictoffset); + descr = _PyType_Lookup(tp, attr_name); + if (unlikely(!descr)) { + return __Pyx_RaiseGenericGetAttributeError(tp, attr_name); + } + Py_INCREF(descr); + #if PY_MAJOR_VERSION < 3 + if (likely(PyType_HasFeature(Py_TYPE(descr), Py_TPFLAGS_HAVE_CLASS))) + #endif + { + descrgetfunc f = Py_TYPE(descr)->tp_descr_get; + if (unlikely(f)) { + PyObject *res = f(descr, obj, (PyObject *)tp); + Py_DECREF(descr); + return res; + } + } + return descr; +} +#endif + +/* ImportFrom */ +static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) { + PyObject* value = __Pyx_PyObject_GetAttrStr(module, name); + if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) { + PyErr_Format(PyExc_ImportError, + #if PY_MAJOR_VERSION < 3 + "cannot import name %.230s", PyString_AS_STRING(name)); + #else + "cannot import name %S", name); + #endif + } + return value; +} + +/* CalculateMetaclass */ +static PyObject *__Pyx_CalculateMetaclass(PyTypeObject *metaclass, PyObject *bases) { + Py_ssize_t i, nbases = PyTuple_GET_SIZE(bases); + for (i=0; i < nbases; i++) { + PyTypeObject *tmptype; + PyObject *tmp = PyTuple_GET_ITEM(bases, i); + tmptype = Py_TYPE(tmp); +#if PY_MAJOR_VERSION < 3 + if (tmptype == &PyClass_Type) + continue; +#endif + if (!metaclass) { + metaclass = tmptype; + continue; + } + if (PyType_IsSubtype(metaclass, tmptype)) + continue; + if (PyType_IsSubtype(tmptype, metaclass)) { + metaclass = tmptype; + continue; + } + PyErr_SetString(PyExc_TypeError, + "metaclass conflict: " + "the metaclass of a derived class " + "must be a (non-strict) subclass " + "of the metaclasses of all its bases"); + return NULL; + } + if (!metaclass) { +#if PY_MAJOR_VERSION < 3 + metaclass = &PyClass_Type; +#else + metaclass = &PyType_Type; +#endif + } + Py_INCREF((PyObject*) metaclass); + return (PyObject*) metaclass; +} + +/* Py3ClassCreate */ +static PyObject *__Pyx_Py3MetaclassPrepare(PyObject *metaclass, PyObject *bases, PyObject *name, + PyObject *qualname, PyObject *mkw, PyObject *modname, PyObject *doc) { + PyObject *ns; + if (metaclass) { + PyObject *prep = __Pyx_PyObject_GetAttrStr(metaclass, __pyx_n_s_prepare); + if (prep) { + PyObject *pargs = PyTuple_Pack(2, name, bases); + if (unlikely(!pargs)) { + Py_DECREF(prep); + return NULL; + } + ns = PyObject_Call(prep, pargs, mkw); + Py_DECREF(prep); + Py_DECREF(pargs); + } else { + if (unlikely(!PyErr_ExceptionMatches(PyExc_AttributeError))) + return NULL; + PyErr_Clear(); + ns = PyDict_New(); + } + } else { + ns = PyDict_New(); + } + if (unlikely(!ns)) + return NULL; + if (unlikely(PyObject_SetItem(ns, __pyx_n_s_module, modname) < 0)) goto bad; + if (unlikely(PyObject_SetItem(ns, __pyx_n_s_qualname, qualname) < 0)) goto bad; + if (unlikely(doc && PyObject_SetItem(ns, __pyx_n_s_doc, doc) < 0)) goto bad; + return ns; +bad: + Py_DECREF(ns); + return NULL; +} +static PyObject *__Pyx_Py3ClassCreate(PyObject *metaclass, PyObject *name, PyObject *bases, + PyObject *dict, PyObject *mkw, + int calculate_metaclass, int allow_py2_metaclass) { + PyObject *result, *margs; + PyObject *owned_metaclass = NULL; + if (allow_py2_metaclass) { + owned_metaclass = PyObject_GetItem(dict, __pyx_n_s_metaclass); + if (owned_metaclass) { + metaclass = owned_metaclass; + } else if (likely(PyErr_ExceptionMatches(PyExc_KeyError))) { + PyErr_Clear(); + } else { + return NULL; + } + } + if (calculate_metaclass && (!metaclass || PyType_Check(metaclass))) { + metaclass = __Pyx_CalculateMetaclass((PyTypeObject*) metaclass, bases); + Py_XDECREF(owned_metaclass); + if (unlikely(!metaclass)) + return NULL; + owned_metaclass = metaclass; + } + margs = PyTuple_Pack(3, name, bases, dict); + if (unlikely(!margs)) { + result = NULL; + } else { + result = PyObject_Call(metaclass, margs, mkw); + Py_DECREF(margs); + } + Py_XDECREF(owned_metaclass); + return result; +} + +/* BytesEquals */ +static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) { +#if CYTHON_COMPILING_IN_PYPY + return PyObject_RichCompareBool(s1, s2, equals); +#else + if (s1 == s2) { + return (equals == Py_EQ); + } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) { + const char *ps1, *ps2; + Py_ssize_t length = PyBytes_GET_SIZE(s1); + if (length != PyBytes_GET_SIZE(s2)) + return (equals == Py_NE); + ps1 = PyBytes_AS_STRING(s1); + ps2 = PyBytes_AS_STRING(s2); + if (ps1[0] != ps2[0]) { + return (equals == Py_NE); + } else if (length == 1) { + return (equals == Py_EQ); + } else { + int result; +#if CYTHON_USE_UNICODE_INTERNALS + Py_hash_t hash1, hash2; + hash1 = ((PyBytesObject*)s1)->ob_shash; + hash2 = ((PyBytesObject*)s2)->ob_shash; + if (hash1 != hash2 && hash1 != -1 && hash2 != -1) { + return (equals == Py_NE); + } +#endif + result = memcmp(ps1, ps2, (size_t)length); + return (equals == Py_EQ) ? (result == 0) : (result != 0); + } + } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) { + return (equals == Py_NE); + } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) { + return (equals == Py_NE); + } else { + int result; + PyObject* py_result = PyObject_RichCompare(s1, s2, equals); + if (!py_result) + return -1; + result = __Pyx_PyObject_IsTrue(py_result); + Py_DECREF(py_result); + return result; + } +#endif +} + +/* UnicodeEquals */ +static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) { +#if CYTHON_COMPILING_IN_PYPY + return PyObject_RichCompareBool(s1, s2, equals); +#else +#if PY_MAJOR_VERSION < 3 + PyObject* owned_ref = NULL; +#endif + int s1_is_unicode, s2_is_unicode; + if (s1 == s2) { + goto return_eq; + } + s1_is_unicode = PyUnicode_CheckExact(s1); + s2_is_unicode = PyUnicode_CheckExact(s2); +#if PY_MAJOR_VERSION < 3 + if ((s1_is_unicode & (!s2_is_unicode)) && PyString_CheckExact(s2)) { + owned_ref = PyUnicode_FromObject(s2); + if (unlikely(!owned_ref)) + return -1; + s2 = owned_ref; + s2_is_unicode = 1; + } else if ((s2_is_unicode & (!s1_is_unicode)) && PyString_CheckExact(s1)) { + owned_ref = PyUnicode_FromObject(s1); + if (unlikely(!owned_ref)) + return -1; + s1 = owned_ref; + s1_is_unicode = 1; + } else if (((!s2_is_unicode) & (!s1_is_unicode))) { + return __Pyx_PyBytes_Equals(s1, s2, equals); + } +#endif + if (s1_is_unicode & s2_is_unicode) { + Py_ssize_t length; + int kind; + void *data1, *data2; + if (unlikely(__Pyx_PyUnicode_READY(s1) < 0) || unlikely(__Pyx_PyUnicode_READY(s2) < 0)) + return -1; + length = __Pyx_PyUnicode_GET_LENGTH(s1); + if (length != __Pyx_PyUnicode_GET_LENGTH(s2)) { + goto return_ne; + } +#if CYTHON_USE_UNICODE_INTERNALS + { + Py_hash_t hash1, hash2; + #if CYTHON_PEP393_ENABLED + hash1 = ((PyASCIIObject*)s1)->hash; + hash2 = ((PyASCIIObject*)s2)->hash; + #else + hash1 = ((PyUnicodeObject*)s1)->hash; + hash2 = ((PyUnicodeObject*)s2)->hash; + #endif + if (hash1 != hash2 && hash1 != -1 && hash2 != -1) { + goto return_ne; + } + } +#endif + kind = __Pyx_PyUnicode_KIND(s1); + if (kind != __Pyx_PyUnicode_KIND(s2)) { + goto return_ne; + } + data1 = __Pyx_PyUnicode_DATA(s1); + data2 = __Pyx_PyUnicode_DATA(s2); + if (__Pyx_PyUnicode_READ(kind, data1, 0) != __Pyx_PyUnicode_READ(kind, data2, 0)) { + goto return_ne; + } else if (length == 1) { + goto return_eq; + } else { + int result = memcmp(data1, data2, (size_t)(length * kind)); + #if PY_MAJOR_VERSION < 3 + Py_XDECREF(owned_ref); + #endif + return (equals == Py_EQ) ? (result == 0) : (result != 0); + } + } else if ((s1 == Py_None) & s2_is_unicode) { + goto return_ne; + } else if ((s2 == Py_None) & s1_is_unicode) { + goto return_ne; + } else { + int result; + PyObject* py_result = PyObject_RichCompare(s1, s2, equals); + #if PY_MAJOR_VERSION < 3 + Py_XDECREF(owned_ref); + #endif + if (!py_result) + return -1; + result = __Pyx_PyObject_IsTrue(py_result); + Py_DECREF(py_result); + return result; + } +return_eq: + #if PY_MAJOR_VERSION < 3 + Py_XDECREF(owned_ref); + #endif + return (equals == Py_EQ); +return_ne: + #if PY_MAJOR_VERSION < 3 + Py_XDECREF(owned_ref); + #endif + return (equals == Py_NE); +#endif +} + +/* CLineInTraceback */ +#ifndef CYTHON_CLINE_IN_TRACEBACK +static int __Pyx_CLineForTraceback(CYTHON_NCP_UNUSED PyThreadState *tstate, int c_line) { + PyObject *use_cline; + PyObject *ptype, *pvalue, *ptraceback; +#if CYTHON_COMPILING_IN_CPYTHON + PyObject **cython_runtime_dict; +#endif + if (unlikely(!__pyx_cython_runtime)) { + return c_line; + } + __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback); +#if CYTHON_COMPILING_IN_CPYTHON + cython_runtime_dict = _PyObject_GetDictPtr(__pyx_cython_runtime); + if (likely(cython_runtime_dict)) { + __PYX_PY_DICT_LOOKUP_IF_MODIFIED( + use_cline, *cython_runtime_dict, + __Pyx_PyDict_GetItemStr(*cython_runtime_dict, __pyx_n_s_cline_in_traceback)) + } else +#endif + { + PyObject *use_cline_obj = __Pyx_PyObject_GetAttrStr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback); + if (use_cline_obj) { + use_cline = PyObject_Not(use_cline_obj) ? Py_False : Py_True; + Py_DECREF(use_cline_obj); + } else { + PyErr_Clear(); + use_cline = NULL; + } + } + if (!use_cline) { + c_line = 0; + (void) PyObject_SetAttr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback, Py_False); + } + else if (use_cline == Py_False || (use_cline != Py_True && PyObject_Not(use_cline) != 0)) { + c_line = 0; + } + __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback); + return c_line; +} +#endif + +/* CodeObjectCache */ +static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { + int start = 0, mid = 0, end = count - 1; + if (end >= 0 && code_line > entries[end].code_line) { + return count; + } + while (start < end) { + mid = start + (end - start) / 2; + if (code_line < entries[mid].code_line) { + end = mid; + } else if (code_line > entries[mid].code_line) { + start = mid + 1; + } else { + return mid; + } + } + if (code_line <= entries[mid].code_line) { + return mid; + } else { + return mid + 1; + } +} +static PyCodeObject *__pyx_find_code_object(int code_line) { + PyCodeObject* code_object; + int pos; + if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) { + return NULL; + } + pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); + if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) { + return NULL; + } + code_object = __pyx_code_cache.entries[pos].code_object; + Py_INCREF(code_object); + return code_object; +} +static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) { + int pos, i; + __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries; + if (unlikely(!code_line)) { + return; + } + if (unlikely(!entries)) { + entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry)); + if (likely(entries)) { + __pyx_code_cache.entries = entries; + __pyx_code_cache.max_count = 64; + __pyx_code_cache.count = 1; + entries[0].code_line = code_line; + entries[0].code_object = code_object; + Py_INCREF(code_object); + } + return; + } + pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); + if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) { + PyCodeObject* tmp = entries[pos].code_object; + entries[pos].code_object = code_object; + Py_DECREF(tmp); + return; + } + if (__pyx_code_cache.count == __pyx_code_cache.max_count) { + int new_max = __pyx_code_cache.max_count + 64; + entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc( + __pyx_code_cache.entries, ((size_t)new_max) * sizeof(__Pyx_CodeObjectCacheEntry)); + if (unlikely(!entries)) { + return; + } + __pyx_code_cache.entries = entries; + __pyx_code_cache.max_count = new_max; + } + for (i=__pyx_code_cache.count; i>pos; i--) { + entries[i] = entries[i-1]; + } + entries[pos].code_line = code_line; + entries[pos].code_object = code_object; + __pyx_code_cache.count++; + Py_INCREF(code_object); +} + +/* AddTraceback */ +#include "compile.h" +#include "frameobject.h" +#include "traceback.h" +static PyCodeObject* __Pyx_CreateCodeObjectForTraceback( + const char *funcname, int c_line, + int py_line, const char *filename) { + PyCodeObject *py_code = NULL; + PyObject *py_funcname = NULL; + #if PY_MAJOR_VERSION < 3 + PyObject *py_srcfile = NULL; + py_srcfile = PyString_FromString(filename); + if (!py_srcfile) goto bad; + #endif + if (c_line) { + #if PY_MAJOR_VERSION < 3 + py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); + if (!py_funcname) goto bad; + #else + py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); + if (!py_funcname) goto bad; + funcname = PyUnicode_AsUTF8(py_funcname); + if (!funcname) goto bad; + #endif + } + else { + #if PY_MAJOR_VERSION < 3 + py_funcname = PyString_FromString(funcname); + if (!py_funcname) goto bad; + #endif + } + #if PY_MAJOR_VERSION < 3 + py_code = __Pyx_PyCode_New( + 0, + 0, + 0, + 0, + 0, + __pyx_empty_bytes, /*PyObject *code,*/ + __pyx_empty_tuple, /*PyObject *consts,*/ + __pyx_empty_tuple, /*PyObject *names,*/ + __pyx_empty_tuple, /*PyObject *varnames,*/ + __pyx_empty_tuple, /*PyObject *freevars,*/ + __pyx_empty_tuple, /*PyObject *cellvars,*/ + py_srcfile, /*PyObject *filename,*/ + py_funcname, /*PyObject *name,*/ + py_line, + __pyx_empty_bytes /*PyObject *lnotab*/ + ); + Py_DECREF(py_srcfile); + #else + py_code = PyCode_NewEmpty(filename, funcname, py_line); + #endif + Py_XDECREF(py_funcname); // XDECREF since it's only set on Py3 if cline + return py_code; +bad: + Py_XDECREF(py_funcname); + #if PY_MAJOR_VERSION < 3 + Py_XDECREF(py_srcfile); + #endif + return NULL; +} +static void __Pyx_AddTraceback(const char *funcname, int c_line, + int py_line, const char *filename) { + PyCodeObject *py_code = 0; + PyFrameObject *py_frame = 0; + PyThreadState *tstate = __Pyx_PyThreadState_Current; + if (c_line) { + c_line = __Pyx_CLineForTraceback(tstate, c_line); + } + py_code = __pyx_find_code_object(c_line ? -c_line : py_line); + if (!py_code) { + py_code = __Pyx_CreateCodeObjectForTraceback( + funcname, c_line, py_line, filename); + if (!py_code) goto bad; + __pyx_insert_code_object(c_line ? -c_line : py_line, py_code); + } + py_frame = PyFrame_New( + tstate, /*PyThreadState *tstate,*/ + py_code, /*PyCodeObject *code,*/ + __pyx_d, /*PyObject *globals,*/ + 0 /*PyObject *locals*/ + ); + if (!py_frame) goto bad; + __Pyx_PyFrame_SetLineNumber(py_frame, py_line); + PyTraceBack_Here(py_frame); +bad: + Py_XDECREF(py_code); + Py_XDECREF(py_frame); +} + +/* Print */ +#if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION < 3 +static PyObject *__Pyx_GetStdout(void) { + PyObject *f = PySys_GetObject((char *)"stdout"); + if (!f) { + PyErr_SetString(PyExc_RuntimeError, "lost sys.stdout"); + } + return f; +} +static int __Pyx_Print(PyObject* f, PyObject *arg_tuple, int newline) { + int i; + if (!f) { + if (!(f = __Pyx_GetStdout())) + return -1; + } + Py_INCREF(f); + for (i=0; i < PyTuple_GET_SIZE(arg_tuple); i++) { + PyObject* v; + if (PyFile_SoftSpace(f, 1)) { + if (PyFile_WriteString(" ", f) < 0) + goto error; + } + v = PyTuple_GET_ITEM(arg_tuple, i); + if (PyFile_WriteObject(v, f, Py_PRINT_RAW) < 0) + goto error; + if (PyString_Check(v)) { + char *s = PyString_AsString(v); + Py_ssize_t len = PyString_Size(v); + if (len > 0) { + switch (s[len-1]) { + case ' ': break; + case '\f': case '\r': case '\n': case '\t': case '\v': + PyFile_SoftSpace(f, 0); + break; + default: break; + } + } + } + } + if (newline) { + if (PyFile_WriteString("\n", f) < 0) + goto error; + PyFile_SoftSpace(f, 0); + } + Py_DECREF(f); + return 0; +error: + Py_DECREF(f); + return -1; +} +#else +static int __Pyx_Print(PyObject* stream, PyObject *arg_tuple, int newline) { + PyObject* kwargs = 0; + PyObject* result = 0; + PyObject* end_string; + if (unlikely(!__pyx_print)) { + __pyx_print = PyObject_GetAttr(__pyx_b, __pyx_n_s_print); + if (!__pyx_print) + return -1; + } + if (stream) { + kwargs = PyDict_New(); + if (unlikely(!kwargs)) + return -1; + if (unlikely(PyDict_SetItem(kwargs, __pyx_n_s_file, stream) < 0)) + goto bad; + if (!newline) { + end_string = PyUnicode_FromStringAndSize(" ", 1); + if (unlikely(!end_string)) + goto bad; + if (PyDict_SetItem(kwargs, __pyx_n_s_end, end_string) < 0) { + Py_DECREF(end_string); + goto bad; + } + Py_DECREF(end_string); + } + } else if (!newline) { + if (unlikely(!__pyx_print_kwargs)) { + __pyx_print_kwargs = PyDict_New(); + if (unlikely(!__pyx_print_kwargs)) + return -1; + end_string = PyUnicode_FromStringAndSize(" ", 1); + if (unlikely(!end_string)) + return -1; + if (PyDict_SetItem(__pyx_print_kwargs, __pyx_n_s_end, end_string) < 0) { + Py_DECREF(end_string); + return -1; + } + Py_DECREF(end_string); + } + kwargs = __pyx_print_kwargs; + } + result = PyObject_Call(__pyx_print, arg_tuple, kwargs); + if (unlikely(kwargs) && (kwargs != __pyx_print_kwargs)) + Py_DECREF(kwargs); + if (!result) + return -1; + Py_DECREF(result); + return 0; +bad: + if (kwargs != __pyx_print_kwargs) + Py_XDECREF(kwargs); + return -1; +} +#endif + +/* CIntToPy */ +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { +#ifdef __Pyx_HAS_GCC_DIAGNOSTIC +#pragma GCC diagnostic push +#pragma GCC diagnostic ignored "-Wconversion" +#endif + const long neg_one = (long) -1, const_zero = (long) 0; +#ifdef __Pyx_HAS_GCC_DIAGNOSTIC +#pragma GCC diagnostic pop +#endif + const int is_unsigned = neg_one > const_zero; + if (is_unsigned) { + if (sizeof(long) < sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(long) <= sizeof(unsigned long)) { + return PyLong_FromUnsignedLong((unsigned long) value); +#ifdef HAVE_LONG_LONG + } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { + return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); +#endif + } + } else { + if (sizeof(long) <= sizeof(long)) { + return PyInt_FromLong((long) value); +#ifdef HAVE_LONG_LONG + } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { + return PyLong_FromLongLong((PY_LONG_LONG) value); +#endif + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(long), + little, !is_unsigned); + } +} + +/* PrintOne */ +#if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION < 3 +static int __Pyx_PrintOne(PyObject* f, PyObject *o) { + if (!f) { + if (!(f = __Pyx_GetStdout())) + return -1; + } + Py_INCREF(f); + if (PyFile_SoftSpace(f, 0)) { + if (PyFile_WriteString(" ", f) < 0) + goto error; + } + if (PyFile_WriteObject(o, f, Py_PRINT_RAW) < 0) + goto error; + if (PyFile_WriteString("\n", f) < 0) + goto error; + Py_DECREF(f); + return 0; +error: + Py_DECREF(f); + return -1; + /* the line below is just to avoid C compiler + * warnings about unused functions */ + return __Pyx_Print(f, NULL, 0); +} +#else +static int __Pyx_PrintOne(PyObject* stream, PyObject *o) { + int res; + PyObject* arg_tuple = PyTuple_Pack(1, o); + if (unlikely(!arg_tuple)) + return -1; + res = __Pyx_Print(stream, arg_tuple, 1); + Py_DECREF(arg_tuple); + return res; +} +#endif + +/* CIntFromPyVerify */ +#define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\ + __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0) +#define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\ + __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1) +#define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\ + {\ + func_type value = func_value;\ + if (sizeof(target_type) < sizeof(func_type)) {\ + if (unlikely(value != (func_type) (target_type) value)) {\ + func_type zero = 0;\ + if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\ + return (target_type) -1;\ + if (is_unsigned && unlikely(value < zero))\ + goto raise_neg_overflow;\ + else\ + goto raise_overflow;\ + }\ + }\ + return (target_type) value;\ + } + +/* CIntFromPy */ +static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { +#ifdef __Pyx_HAS_GCC_DIAGNOSTIC +#pragma GCC diagnostic push +#pragma GCC diagnostic ignored "-Wconversion" +#endif + const long neg_one = (long) -1, const_zero = (long) 0; +#ifdef __Pyx_HAS_GCC_DIAGNOSTIC +#pragma GCC diagnostic pop +#endif + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + if (sizeof(long) < sizeof(long)) { + __PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG(x)) + } else { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + goto raise_neg_overflow; + } + return (long) val; + } + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (long) 0; + case 1: __PYX_VERIFY_RETURN_INT(long, digit, digits[0]) + case 2: + if (8 * sizeof(long) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(long) >= 2 * PyLong_SHIFT) { + return (long) (((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])); + } + } + break; + case 3: + if (8 * sizeof(long) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(long) >= 3 * PyLong_SHIFT) { + return (long) (((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])); + } + } + break; + case 4: + if (8 * sizeof(long) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(long) >= 4 * PyLong_SHIFT) { + return (long) (((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])); + } + } + break; + } +#endif +#if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } +#else + { + int result = PyObject_RichCompareBool(x, Py_False, Py_LT); + if (unlikely(result < 0)) + return (long) -1; + if (unlikely(result == 1)) + goto raise_neg_overflow; + } +#endif + if (sizeof(long) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT_EXC(long, unsigned long, PyLong_AsUnsignedLong(x)) +#ifdef HAVE_LONG_LONG + } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) +#endif + } + } else { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (long) 0; + case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, (sdigit) (-(sdigit)digits[0])) + case 1: __PYX_VERIFY_RETURN_INT(long, digit, +digits[0]) + case -2: + if (8 * sizeof(long) - 1 > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { + return (long) (((long)-1)*(((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); + } + } + break; + case 2: + if (8 * sizeof(long) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { + return (long) ((((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); + } + } + break; + case -3: + if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { + return (long) (((long)-1)*(((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); + } + } + break; + case 3: + if (8 * sizeof(long) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { + return (long) ((((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); + } + } + break; + case -4: + if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { + return (long) (((long)-1)*(((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); + } + } + break; + case 4: + if (8 * sizeof(long) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { + return (long) ((((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); + } + } + break; + } +#endif + if (sizeof(long) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x)) +#ifdef HAVE_LONG_LONG + } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x)) +#endif + } + } + { +#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) + PyErr_SetString(PyExc_RuntimeError, + "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); +#else + long val; + PyObject *v = __Pyx_PyNumber_IntOrLong(x); + #if PY_MAJOR_VERSION < 3 + if (likely(v) && !PyLong_Check(v)) { + PyObject *tmp = v; + v = PyNumber_Long(tmp); + Py_DECREF(tmp); + } + #endif + if (likely(v)) { + int one = 1; int is_little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&val; + int ret = _PyLong_AsByteArray((PyLongObject *)v, + bytes, sizeof(val), + is_little, !is_unsigned); + Py_DECREF(v); + if (likely(!ret)) + return val; + } +#endif + return (long) -1; + } + } else { + long val; + PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); + if (!tmp) return (long) -1; + val = __Pyx_PyInt_As_long(tmp); + Py_DECREF(tmp); + return val; + } +raise_overflow: + PyErr_SetString(PyExc_OverflowError, + "value too large to convert to long"); + return (long) -1; +raise_neg_overflow: + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to long"); + return (long) -1; +} + +/* CIntFromPy */ +static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { +#ifdef __Pyx_HAS_GCC_DIAGNOSTIC +#pragma GCC diagnostic push +#pragma GCC diagnostic ignored "-Wconversion" +#endif + const int neg_one = (int) -1, const_zero = (int) 0; +#ifdef __Pyx_HAS_GCC_DIAGNOSTIC +#pragma GCC diagnostic pop +#endif + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + if (sizeof(int) < sizeof(long)) { + __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x)) + } else { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + goto raise_neg_overflow; + } + return (int) val; + } + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (int) 0; + case 1: __PYX_VERIFY_RETURN_INT(int, digit, digits[0]) + case 2: + if (8 * sizeof(int) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) >= 2 * PyLong_SHIFT) { + return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); + } + } + break; + case 3: + if (8 * sizeof(int) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) >= 3 * PyLong_SHIFT) { + return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); + } + } + break; + case 4: + if (8 * sizeof(int) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) >= 4 * PyLong_SHIFT) { + return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); + } + } + break; + } +#endif +#if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } +#else + { + int result = PyObject_RichCompareBool(x, Py_False, Py_LT); + if (unlikely(result < 0)) + return (int) -1; + if (unlikely(result == 1)) + goto raise_neg_overflow; + } +#endif + if (sizeof(int) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x)) +#ifdef HAVE_LONG_LONG + } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) +#endif + } + } else { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (int) 0; + case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, (sdigit) (-(sdigit)digits[0])) + case 1: __PYX_VERIFY_RETURN_INT(int, digit, +digits[0]) + case -2: + if (8 * sizeof(int) - 1 > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { + return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + case 2: + if (8 * sizeof(int) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { + return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + case -3: + if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { + return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + case 3: + if (8 * sizeof(int) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { + return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + case -4: + if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) { + return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + case 4: + if (8 * sizeof(int) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) { + return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + } +#endif + if (sizeof(int) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x)) +#ifdef HAVE_LONG_LONG + } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x)) +#endif + } + } + { +#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) + PyErr_SetString(PyExc_RuntimeError, + "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); +#else + int val; + PyObject *v = __Pyx_PyNumber_IntOrLong(x); + #if PY_MAJOR_VERSION < 3 + if (likely(v) && !PyLong_Check(v)) { + PyObject *tmp = v; + v = PyNumber_Long(tmp); + Py_DECREF(tmp); + } + #endif + if (likely(v)) { + int one = 1; int is_little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&val; + int ret = _PyLong_AsByteArray((PyLongObject *)v, + bytes, sizeof(val), + is_little, !is_unsigned); + Py_DECREF(v); + if (likely(!ret)) + return val; + } +#endif + return (int) -1; + } + } else { + int val; + PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); + if (!tmp) return (int) -1; + val = __Pyx_PyInt_As_int(tmp); + Py_DECREF(tmp); + return val; + } +raise_overflow: + PyErr_SetString(PyExc_OverflowError, + "value too large to convert to int"); + return (int) -1; +raise_neg_overflow: + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to int"); + return (int) -1; +} + +/* FastTypeChecks */ +#if CYTHON_COMPILING_IN_CPYTHON +static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) { + while (a) { + a = a->tp_base; + if (a == b) + return 1; + } + return b == &PyBaseObject_Type; +} +static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b) { + PyObject *mro; + if (a == b) return 1; + mro = a->tp_mro; + if (likely(mro)) { + Py_ssize_t i, n; + n = PyTuple_GET_SIZE(mro); + for (i = 0; i < n; i++) { + if (PyTuple_GET_ITEM(mro, i) == (PyObject *)b) + return 1; + } + return 0; + } + return __Pyx_InBases(a, b); +} +#if PY_MAJOR_VERSION == 2 +static int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject* exc_type2) { + PyObject *exception, *value, *tb; + int res; + __Pyx_PyThreadState_declare + __Pyx_PyThreadState_assign + __Pyx_ErrFetch(&exception, &value, &tb); + res = exc_type1 ? PyObject_IsSubclass(err, exc_type1) : 0; + if (unlikely(res == -1)) { + PyErr_WriteUnraisable(err); + res = 0; + } + if (!res) { + res = PyObject_IsSubclass(err, exc_type2); + if (unlikely(res == -1)) { + PyErr_WriteUnraisable(err); + res = 0; + } + } + __Pyx_ErrRestore(exception, value, tb); + return res; +} +#else +static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject *exc_type2) { + int res = exc_type1 ? __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type1) : 0; + if (!res) { + res = __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2); + } + return res; +} +#endif +static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) { + Py_ssize_t i, n; + assert(PyExceptionClass_Check(exc_type)); + n = PyTuple_GET_SIZE(tuple); +#if PY_MAJOR_VERSION >= 3 + for (i=0; iexc_info; + while ((exc_info->exc_type == NULL || exc_info->exc_type == Py_None) && + exc_info->previous_item != NULL) + { + exc_info = exc_info->previous_item; + } + return exc_info; +} +#endif + +/* SaveResetException */ +#if CYTHON_FAST_THREAD_STATE +static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { + #if CYTHON_USE_EXC_INFO_STACK + _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate); + *type = exc_info->exc_type; + *value = exc_info->exc_value; + *tb = exc_info->exc_traceback; + #else + *type = tstate->exc_type; + *value = tstate->exc_value; + *tb = tstate->exc_traceback; + #endif + Py_XINCREF(*type); + Py_XINCREF(*value); + Py_XINCREF(*tb); +} +static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) { + PyObject *tmp_type, *tmp_value, *tmp_tb; + #if CYTHON_USE_EXC_INFO_STACK + _PyErr_StackItem *exc_info = tstate->exc_info; + tmp_type = exc_info->exc_type; + tmp_value = exc_info->exc_value; + tmp_tb = exc_info->exc_traceback; + exc_info->exc_type = type; + exc_info->exc_value = value; + exc_info->exc_traceback = tb; + #else + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = type; + tstate->exc_value = value; + tstate->exc_traceback = tb; + #endif + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +} +#endif + +/* SwapException */ +#if CYTHON_FAST_THREAD_STATE +static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { + PyObject *tmp_type, *tmp_value, *tmp_tb; + #if CYTHON_USE_EXC_INFO_STACK + _PyErr_StackItem *exc_info = tstate->exc_info; + tmp_type = exc_info->exc_type; + tmp_value = exc_info->exc_value; + tmp_tb = exc_info->exc_traceback; + exc_info->exc_type = *type; + exc_info->exc_value = *value; + exc_info->exc_traceback = *tb; + #else + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = *type; + tstate->exc_value = *value; + tstate->exc_traceback = *tb; + #endif + *type = tmp_type; + *value = tmp_value; + *tb = tmp_tb; +} +#else +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb); + PyErr_SetExcInfo(*type, *value, *tb); + *type = tmp_type; + *value = tmp_value; + *tb = tmp_tb; +} +#endif + +/* CoroutineBase */ +#include +#include +#define __Pyx_Coroutine_Undelegate(gen) Py_CLEAR((gen)->yieldfrom) +static int __Pyx_PyGen__FetchStopIterationValue(CYTHON_UNUSED PyThreadState *__pyx_tstate, PyObject **pvalue) { + PyObject *et, *ev, *tb; + PyObject *value = NULL; + __Pyx_ErrFetch(&et, &ev, &tb); + if (!et) { + Py_XDECREF(tb); + Py_XDECREF(ev); + Py_INCREF(Py_None); + *pvalue = Py_None; + return 0; + } + if (likely(et == PyExc_StopIteration)) { + if (!ev) { + Py_INCREF(Py_None); + value = Py_None; + } +#if PY_VERSION_HEX >= 0x030300A0 + else if (Py_TYPE(ev) == (PyTypeObject*)PyExc_StopIteration) { + value = ((PyStopIterationObject *)ev)->value; + Py_INCREF(value); + Py_DECREF(ev); + } +#endif + else if (unlikely(PyTuple_Check(ev))) { + if (PyTuple_GET_SIZE(ev) >= 1) { +#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS + value = PyTuple_GET_ITEM(ev, 0); + Py_INCREF(value); +#else + value = PySequence_ITEM(ev, 0); +#endif + } else { + Py_INCREF(Py_None); + value = Py_None; + } + Py_DECREF(ev); + } + else if (!__Pyx_TypeCheck(ev, (PyTypeObject*)PyExc_StopIteration)) { + value = ev; + } + if (likely(value)) { + Py_XDECREF(tb); + Py_DECREF(et); + *pvalue = value; + return 0; + } + } else if (!__Pyx_PyErr_GivenExceptionMatches(et, PyExc_StopIteration)) { + __Pyx_ErrRestore(et, ev, tb); + return -1; + } + PyErr_NormalizeException(&et, &ev, &tb); + if (unlikely(!PyObject_TypeCheck(ev, (PyTypeObject*)PyExc_StopIteration))) { + __Pyx_ErrRestore(et, ev, tb); + return -1; + } + Py_XDECREF(tb); + Py_DECREF(et); +#if PY_VERSION_HEX >= 0x030300A0 + value = ((PyStopIterationObject *)ev)->value; + Py_INCREF(value); + Py_DECREF(ev); +#else + { + PyObject* args = __Pyx_PyObject_GetAttrStr(ev, __pyx_n_s_args); + Py_DECREF(ev); + if (likely(args)) { + value = PySequence_GetItem(args, 0); + Py_DECREF(args); + } + if (unlikely(!value)) { + __Pyx_ErrRestore(NULL, NULL, NULL); + Py_INCREF(Py_None); + value = Py_None; + } + } +#endif + *pvalue = value; + return 0; +} +static CYTHON_INLINE +void __Pyx_Coroutine_ExceptionClear(__Pyx_ExcInfoStruct *exc_state) { + PyObject *t, *v, *tb; + t = exc_state->exc_type; + v = exc_state->exc_value; + tb = exc_state->exc_traceback; + exc_state->exc_type = NULL; + exc_state->exc_value = NULL; + exc_state->exc_traceback = NULL; + Py_XDECREF(t); + Py_XDECREF(v); + Py_XDECREF(tb); +} +#define __Pyx_Coroutine_AlreadyRunningError(gen) (__Pyx__Coroutine_AlreadyRunningError(gen), (PyObject*)NULL) +static void __Pyx__Coroutine_AlreadyRunningError(CYTHON_UNUSED __pyx_CoroutineObject *gen) { + const char *msg; + if ((0)) { + #ifdef __Pyx_Coroutine_USED + } else if (__Pyx_Coroutine_Check((PyObject*)gen)) { + msg = "coroutine already executing"; + #endif + #ifdef __Pyx_AsyncGen_USED + } else if (__Pyx_AsyncGen_CheckExact((PyObject*)gen)) { + msg = "async generator already executing"; + #endif + } else { + msg = "generator already executing"; + } + PyErr_SetString(PyExc_ValueError, msg); +} +#define __Pyx_Coroutine_NotStartedError(gen) (__Pyx__Coroutine_NotStartedError(gen), (PyObject*)NULL) +static void __Pyx__Coroutine_NotStartedError(CYTHON_UNUSED PyObject *gen) { + const char *msg; + if ((0)) { + #ifdef __Pyx_Coroutine_USED + } else if (__Pyx_Coroutine_Check(gen)) { + msg = "can't send non-None value to a just-started coroutine"; + #endif + #ifdef __Pyx_AsyncGen_USED + } else if (__Pyx_AsyncGen_CheckExact(gen)) { + msg = "can't send non-None value to a just-started async generator"; + #endif + } else { + msg = "can't send non-None value to a just-started generator"; + } + PyErr_SetString(PyExc_TypeError, msg); +} +#define __Pyx_Coroutine_AlreadyTerminatedError(gen, value, closing) (__Pyx__Coroutine_AlreadyTerminatedError(gen, value, closing), (PyObject*)NULL) +static void __Pyx__Coroutine_AlreadyTerminatedError(CYTHON_UNUSED PyObject *gen, PyObject *value, CYTHON_UNUSED int closing) { + #ifdef __Pyx_Coroutine_USED + if (!closing && __Pyx_Coroutine_Check(gen)) { + PyErr_SetString(PyExc_RuntimeError, "cannot reuse already awaited coroutine"); + } else + #endif + if (value) { + #ifdef __Pyx_AsyncGen_USED + if (__Pyx_AsyncGen_CheckExact(gen)) + PyErr_SetNone(__Pyx_PyExc_StopAsyncIteration); + else + #endif + PyErr_SetNone(PyExc_StopIteration); + } +} +static +PyObject *__Pyx_Coroutine_SendEx(__pyx_CoroutineObject *self, PyObject *value, int closing) { + __Pyx_PyThreadState_declare + PyThreadState *tstate; + __Pyx_ExcInfoStruct *exc_state; + PyObject *retval; + assert(!self->is_running); + if (unlikely(self->resume_label == 0)) { + if (unlikely(value && value != Py_None)) { + return __Pyx_Coroutine_NotStartedError((PyObject*)self); + } + } + if (unlikely(self->resume_label == -1)) { + return __Pyx_Coroutine_AlreadyTerminatedError((PyObject*)self, value, closing); + } +#if CYTHON_FAST_THREAD_STATE + __Pyx_PyThreadState_assign + tstate = __pyx_tstate; +#else + tstate = __Pyx_PyThreadState_Current; +#endif + exc_state = &self->gi_exc_state; + if (exc_state->exc_type) { + #if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_PYSTON + #else + if (exc_state->exc_traceback) { + PyTracebackObject *tb = (PyTracebackObject *) exc_state->exc_traceback; + PyFrameObject *f = tb->tb_frame; + assert(f->f_back == NULL); + #if PY_VERSION_HEX >= 0x030B00A1 + f->f_back = PyThreadState_GetFrame(tstate); + #else + Py_XINCREF(tstate->frame); + f->f_back = tstate->frame; + #endif + } + #endif + } +#if CYTHON_USE_EXC_INFO_STACK + exc_state->previous_item = tstate->exc_info; + tstate->exc_info = exc_state; +#else + if (exc_state->exc_type) { + __Pyx_ExceptionSwap(&exc_state->exc_type, &exc_state->exc_value, &exc_state->exc_traceback); + } else { + __Pyx_Coroutine_ExceptionClear(exc_state); + __Pyx_ExceptionSave(&exc_state->exc_type, &exc_state->exc_value, &exc_state->exc_traceback); + } +#endif + self->is_running = 1; + retval = self->body((PyObject *) self, tstate, value); + self->is_running = 0; +#if CYTHON_USE_EXC_INFO_STACK + exc_state = &self->gi_exc_state; + tstate->exc_info = exc_state->previous_item; + exc_state->previous_item = NULL; + __Pyx_Coroutine_ResetFrameBackpointer(exc_state); +#endif + return retval; +} +static CYTHON_INLINE void __Pyx_Coroutine_ResetFrameBackpointer(__Pyx_ExcInfoStruct *exc_state) { + PyObject *exc_tb = exc_state->exc_traceback; + if (likely(exc_tb)) { +#if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_PYSTON +#else + PyTracebackObject *tb = (PyTracebackObject *) exc_tb; + PyFrameObject *f = tb->tb_frame; + Py_CLEAR(f->f_back); +#endif + } +} +static CYTHON_INLINE +PyObject *__Pyx_Coroutine_MethodReturn(CYTHON_UNUSED PyObject* gen, PyObject *retval) { + if (unlikely(!retval)) { + __Pyx_PyThreadState_declare + __Pyx_PyThreadState_assign + if (!__Pyx_PyErr_Occurred()) { + PyObject *exc = PyExc_StopIteration; + #ifdef __Pyx_AsyncGen_USED + if (__Pyx_AsyncGen_CheckExact(gen)) + exc = __Pyx_PyExc_StopAsyncIteration; + #endif + __Pyx_PyErr_SetNone(exc); + } + } + return retval; +} +#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03030000 && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3) +static CYTHON_INLINE +PyObject *__Pyx_PyGen_Send(PyGenObject *gen, PyObject *arg) { +#if PY_VERSION_HEX <= 0x030A00A1 + return _PyGen_Send(gen, arg); +#else + PyObject *result; + if (PyIter_Send((PyObject*)gen, arg ? arg : Py_None, &result) == PYGEN_RETURN) { + if (PyAsyncGen_CheckExact(gen)) { + assert(result == Py_None); + PyErr_SetNone(PyExc_StopAsyncIteration); + } + else if (result == Py_None) { + PyErr_SetNone(PyExc_StopIteration); + } + else { + _PyGen_SetStopIterationValue(result); + } + Py_CLEAR(result); + } + return result; +#endif +} +#endif +static CYTHON_INLINE +PyObject *__Pyx_Coroutine_FinishDelegation(__pyx_CoroutineObject *gen) { + PyObject *ret; + PyObject *val = NULL; + __Pyx_Coroutine_Undelegate(gen); + __Pyx_PyGen__FetchStopIterationValue(__Pyx_PyThreadState_Current, &val); + ret = __Pyx_Coroutine_SendEx(gen, val, 0); + Py_XDECREF(val); + return ret; +} +static PyObject *__Pyx_Coroutine_Send(PyObject *self, PyObject *value) { + PyObject *retval; + __pyx_CoroutineObject *gen = (__pyx_CoroutineObject*) self; + PyObject *yf = gen->yieldfrom; + if (unlikely(gen->is_running)) + return __Pyx_Coroutine_AlreadyRunningError(gen); + if (yf) { + PyObject *ret; + gen->is_running = 1; + #ifdef __Pyx_Generator_USED + if (__Pyx_Generator_CheckExact(yf)) { + ret = __Pyx_Coroutine_Send(yf, value); + } else + #endif + #ifdef __Pyx_Coroutine_USED + if (__Pyx_Coroutine_Check(yf)) { + ret = __Pyx_Coroutine_Send(yf, value); + } else + #endif + #ifdef __Pyx_AsyncGen_USED + if (__pyx_PyAsyncGenASend_CheckExact(yf)) { + ret = __Pyx_async_gen_asend_send(yf, value); + } else + #endif + #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03030000 && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3) + if (PyGen_CheckExact(yf)) { + ret = __Pyx_PyGen_Send((PyGenObject*)yf, value == Py_None ? NULL : value); + } else + #endif + #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03050000 && defined(PyCoro_CheckExact) && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3) + if (PyCoro_CheckExact(yf)) { + ret = __Pyx_PyGen_Send((PyGenObject*)yf, value == Py_None ? NULL : value); + } else + #endif + { + if (value == Py_None) + ret = Py_TYPE(yf)->tp_iternext(yf); + else + ret = __Pyx_PyObject_CallMethod1(yf, __pyx_n_s_send, value); + } + gen->is_running = 0; + if (likely(ret)) { + return ret; + } + retval = __Pyx_Coroutine_FinishDelegation(gen); + } else { + retval = __Pyx_Coroutine_SendEx(gen, value, 0); + } + return __Pyx_Coroutine_MethodReturn(self, retval); +} +static int __Pyx_Coroutine_CloseIter(__pyx_CoroutineObject *gen, PyObject *yf) { + PyObject *retval = NULL; + int err = 0; + #ifdef __Pyx_Generator_USED + if (__Pyx_Generator_CheckExact(yf)) { + retval = __Pyx_Coroutine_Close(yf); + if (!retval) + return -1; + } else + #endif + #ifdef __Pyx_Coroutine_USED + if (__Pyx_Coroutine_Check(yf)) { + retval = __Pyx_Coroutine_Close(yf); + if (!retval) + return -1; + } else + if (__Pyx_CoroutineAwait_CheckExact(yf)) { + retval = __Pyx_CoroutineAwait_Close((__pyx_CoroutineAwaitObject*)yf, NULL); + if (!retval) + return -1; + } else + #endif + #ifdef __Pyx_AsyncGen_USED + if (__pyx_PyAsyncGenASend_CheckExact(yf)) { + retval = __Pyx_async_gen_asend_close(yf, NULL); + } else + if (__pyx_PyAsyncGenAThrow_CheckExact(yf)) { + retval = __Pyx_async_gen_athrow_close(yf, NULL); + } else + #endif + { + PyObject *meth; + gen->is_running = 1; + meth = __Pyx_PyObject_GetAttrStr(yf, __pyx_n_s_close); + if (unlikely(!meth)) { + if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { + PyErr_WriteUnraisable(yf); + } + PyErr_Clear(); + } else { + retval = PyObject_CallFunction(meth, NULL); + Py_DECREF(meth); + if (!retval) + err = -1; + } + gen->is_running = 0; + } + Py_XDECREF(retval); + return err; +} +static PyObject *__Pyx_Generator_Next(PyObject *self) { + __pyx_CoroutineObject *gen = (__pyx_CoroutineObject*) self; + PyObject *yf = gen->yieldfrom; + if (unlikely(gen->is_running)) + return __Pyx_Coroutine_AlreadyRunningError(gen); + if (yf) { + PyObject *ret; + gen->is_running = 1; + #ifdef __Pyx_Generator_USED + if (__Pyx_Generator_CheckExact(yf)) { + ret = __Pyx_Generator_Next(yf); + } else + #endif + #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03030000 && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3) + if (PyGen_CheckExact(yf)) { + ret = __Pyx_PyGen_Send((PyGenObject*)yf, NULL); + } else + #endif + #ifdef __Pyx_Coroutine_USED + if (__Pyx_Coroutine_Check(yf)) { + ret = __Pyx_Coroutine_Send(yf, Py_None); + } else + #endif + ret = Py_TYPE(yf)->tp_iternext(yf); + gen->is_running = 0; + if (likely(ret)) { + return ret; + } + return __Pyx_Coroutine_FinishDelegation(gen); + } + return __Pyx_Coroutine_SendEx(gen, Py_None, 0); +} +static PyObject *__Pyx_Coroutine_Close_Method(PyObject *self, CYTHON_UNUSED PyObject *arg) { + return __Pyx_Coroutine_Close(self); +} +static PyObject *__Pyx_Coroutine_Close(PyObject *self) { + __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self; + PyObject *retval, *raised_exception; + PyObject *yf = gen->yieldfrom; + int err = 0; + if (unlikely(gen->is_running)) + return __Pyx_Coroutine_AlreadyRunningError(gen); + if (yf) { + Py_INCREF(yf); + err = __Pyx_Coroutine_CloseIter(gen, yf); + __Pyx_Coroutine_Undelegate(gen); + Py_DECREF(yf); + } + if (err == 0) + PyErr_SetNone(PyExc_GeneratorExit); + retval = __Pyx_Coroutine_SendEx(gen, NULL, 1); + if (unlikely(retval)) { + const char *msg; + Py_DECREF(retval); + if ((0)) { + #ifdef __Pyx_Coroutine_USED + } else if (__Pyx_Coroutine_Check(self)) { + msg = "coroutine ignored GeneratorExit"; + #endif + #ifdef __Pyx_AsyncGen_USED + } else if (__Pyx_AsyncGen_CheckExact(self)) { +#if PY_VERSION_HEX < 0x03060000 + msg = "async generator ignored GeneratorExit - might require Python 3.6+ finalisation (PEP 525)"; +#else + msg = "async generator ignored GeneratorExit"; +#endif + #endif + } else { + msg = "generator ignored GeneratorExit"; + } + PyErr_SetString(PyExc_RuntimeError, msg); + return NULL; + } + raised_exception = PyErr_Occurred(); + if (likely(!raised_exception || __Pyx_PyErr_GivenExceptionMatches2(raised_exception, PyExc_GeneratorExit, PyExc_StopIteration))) { + if (raised_exception) PyErr_Clear(); + Py_INCREF(Py_None); + return Py_None; + } + return NULL; +} +static PyObject *__Pyx__Coroutine_Throw(PyObject *self, PyObject *typ, PyObject *val, PyObject *tb, + PyObject *args, int close_on_genexit) { + __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self; + PyObject *yf = gen->yieldfrom; + if (unlikely(gen->is_running)) + return __Pyx_Coroutine_AlreadyRunningError(gen); + if (yf) { + PyObject *ret; + Py_INCREF(yf); + if (__Pyx_PyErr_GivenExceptionMatches(typ, PyExc_GeneratorExit) && close_on_genexit) { + int err = __Pyx_Coroutine_CloseIter(gen, yf); + Py_DECREF(yf); + __Pyx_Coroutine_Undelegate(gen); + if (err < 0) + return __Pyx_Coroutine_MethodReturn(self, __Pyx_Coroutine_SendEx(gen, NULL, 0)); + goto throw_here; + } + gen->is_running = 1; + if (0 + #ifdef __Pyx_Generator_USED + || __Pyx_Generator_CheckExact(yf) + #endif + #ifdef __Pyx_Coroutine_USED + || __Pyx_Coroutine_Check(yf) + #endif + ) { + ret = __Pyx__Coroutine_Throw(yf, typ, val, tb, args, close_on_genexit); + #ifdef __Pyx_Coroutine_USED + } else if (__Pyx_CoroutineAwait_CheckExact(yf)) { + ret = __Pyx__Coroutine_Throw(((__pyx_CoroutineAwaitObject*)yf)->coroutine, typ, val, tb, args, close_on_genexit); + #endif + } else { + PyObject *meth = __Pyx_PyObject_GetAttrStr(yf, __pyx_n_s_throw); + if (unlikely(!meth)) { + Py_DECREF(yf); + if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { + gen->is_running = 0; + return NULL; + } + PyErr_Clear(); + __Pyx_Coroutine_Undelegate(gen); + gen->is_running = 0; + goto throw_here; + } + if (likely(args)) { + ret = PyObject_CallObject(meth, args); + } else { + ret = PyObject_CallFunctionObjArgs(meth, typ, val, tb, NULL); + } + Py_DECREF(meth); + } + gen->is_running = 0; + Py_DECREF(yf); + if (!ret) { + ret = __Pyx_Coroutine_FinishDelegation(gen); + } + return __Pyx_Coroutine_MethodReturn(self, ret); + } +throw_here: + __Pyx_Raise(typ, val, tb, NULL); + return __Pyx_Coroutine_MethodReturn(self, __Pyx_Coroutine_SendEx(gen, NULL, 0)); +} +static PyObject *__Pyx_Coroutine_Throw(PyObject *self, PyObject *args) { + PyObject *typ; + PyObject *val = NULL; + PyObject *tb = NULL; + if (!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb)) + return NULL; + return __Pyx__Coroutine_Throw(self, typ, val, tb, args, 1); +} +static CYTHON_INLINE int __Pyx_Coroutine_traverse_excstate(__Pyx_ExcInfoStruct *exc_state, visitproc visit, void *arg) { + Py_VISIT(exc_state->exc_type); + Py_VISIT(exc_state->exc_value); + Py_VISIT(exc_state->exc_traceback); + return 0; +} +static int __Pyx_Coroutine_traverse(__pyx_CoroutineObject *gen, visitproc visit, void *arg) { + Py_VISIT(gen->closure); + Py_VISIT(gen->classobj); + Py_VISIT(gen->yieldfrom); + return __Pyx_Coroutine_traverse_excstate(&gen->gi_exc_state, visit, arg); +} +static int __Pyx_Coroutine_clear(PyObject *self) { + __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self; + Py_CLEAR(gen->closure); + Py_CLEAR(gen->classobj); + Py_CLEAR(gen->yieldfrom); + __Pyx_Coroutine_ExceptionClear(&gen->gi_exc_state); +#ifdef __Pyx_AsyncGen_USED + if (__Pyx_AsyncGen_CheckExact(self)) { + Py_CLEAR(((__pyx_PyAsyncGenObject*)gen)->ag_finalizer); + } +#endif + Py_CLEAR(gen->gi_code); + Py_CLEAR(gen->gi_frame); + Py_CLEAR(gen->gi_name); + Py_CLEAR(gen->gi_qualname); + Py_CLEAR(gen->gi_modulename); + return 0; +} +static void __Pyx_Coroutine_dealloc(PyObject *self) { + __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self; + PyObject_GC_UnTrack(gen); + if (gen->gi_weakreflist != NULL) + PyObject_ClearWeakRefs(self); + if (gen->resume_label >= 0) { + PyObject_GC_Track(self); +#if PY_VERSION_HEX >= 0x030400a1 && CYTHON_USE_TP_FINALIZE + if (PyObject_CallFinalizerFromDealloc(self)) +#else + Py_TYPE(gen)->tp_del(self); + if (Py_REFCNT(self) > 0) +#endif + { + return; + } + PyObject_GC_UnTrack(self); + } +#ifdef __Pyx_AsyncGen_USED + if (__Pyx_AsyncGen_CheckExact(self)) { + /* We have to handle this case for asynchronous generators + right here, because this code has to be between UNTRACK + and GC_Del. */ + Py_CLEAR(((__pyx_PyAsyncGenObject*)self)->ag_finalizer); + } +#endif + __Pyx_Coroutine_clear(self); + PyObject_GC_Del(gen); +} +static void __Pyx_Coroutine_del(PyObject *self) { + PyObject *error_type, *error_value, *error_traceback; + __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self; + __Pyx_PyThreadState_declare + if (gen->resume_label < 0) { + return; + } +#if !CYTHON_USE_TP_FINALIZE + assert(self->ob_refcnt == 0); + __Pyx_SET_REFCNT(self, 1); +#endif + __Pyx_PyThreadState_assign + __Pyx_ErrFetch(&error_type, &error_value, &error_traceback); +#ifdef __Pyx_AsyncGen_USED + if (__Pyx_AsyncGen_CheckExact(self)) { + __pyx_PyAsyncGenObject *agen = (__pyx_PyAsyncGenObject*)self; + PyObject *finalizer = agen->ag_finalizer; + if (finalizer && !agen->ag_closed) { + PyObject *res = __Pyx_PyObject_CallOneArg(finalizer, self); + if (unlikely(!res)) { + PyErr_WriteUnraisable(self); + } else { + Py_DECREF(res); + } + __Pyx_ErrRestore(error_type, error_value, error_traceback); + return; + } + } +#endif + if (unlikely(gen->resume_label == 0 && !error_value)) { +#ifdef __Pyx_Coroutine_USED +#ifdef __Pyx_Generator_USED + if (!__Pyx_Generator_CheckExact(self)) +#endif + { + PyObject_GC_UnTrack(self); +#if PY_MAJOR_VERSION >= 3 || defined(PyErr_WarnFormat) + if (unlikely(PyErr_WarnFormat(PyExc_RuntimeWarning, 1, "coroutine '%.50S' was never awaited", gen->gi_qualname) < 0)) + PyErr_WriteUnraisable(self); +#else + {PyObject *msg; + char *cmsg; + #if CYTHON_COMPILING_IN_PYPY + msg = NULL; + cmsg = (char*) "coroutine was never awaited"; + #else + char *cname; + PyObject *qualname; + qualname = gen->gi_qualname; + cname = PyString_AS_STRING(qualname); + msg = PyString_FromFormat("coroutine '%.50s' was never awaited", cname); + if (unlikely(!msg)) { + PyErr_Clear(); + cmsg = (char*) "coroutine was never awaited"; + } else { + cmsg = PyString_AS_STRING(msg); + } + #endif + if (unlikely(PyErr_WarnEx(PyExc_RuntimeWarning, cmsg, 1) < 0)) + PyErr_WriteUnraisable(self); + Py_XDECREF(msg);} +#endif + PyObject_GC_Track(self); + } +#endif + } else { + PyObject *res = __Pyx_Coroutine_Close(self); + if (unlikely(!res)) { + if (PyErr_Occurred()) + PyErr_WriteUnraisable(self); + } else { + Py_DECREF(res); + } + } + __Pyx_ErrRestore(error_type, error_value, error_traceback); +#if !CYTHON_USE_TP_FINALIZE + assert(Py_REFCNT(self) > 0); + if (--self->ob_refcnt == 0) { + return; + } + { + Py_ssize_t refcnt = Py_REFCNT(self); + _Py_NewReference(self); + __Pyx_SET_REFCNT(self, refcnt); + } +#if CYTHON_COMPILING_IN_CPYTHON + assert(PyType_IS_GC(Py_TYPE(self)) && + _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED); + _Py_DEC_REFTOTAL; +#endif +#ifdef COUNT_ALLOCS + --Py_TYPE(self)->tp_frees; + --Py_TYPE(self)->tp_allocs; +#endif +#endif +} +static PyObject * +__Pyx_Coroutine_get_name(__pyx_CoroutineObject *self, CYTHON_UNUSED void *context) +{ + PyObject *name = self->gi_name; + if (unlikely(!name)) name = Py_None; + Py_INCREF(name); + return name; +} +static int +__Pyx_Coroutine_set_name(__pyx_CoroutineObject *self, PyObject *value, CYTHON_UNUSED void *context) +{ + PyObject *tmp; +#if PY_MAJOR_VERSION >= 3 + if (unlikely(value == NULL || !PyUnicode_Check(value))) +#else + if (unlikely(value == NULL || !PyString_Check(value))) +#endif + { + PyErr_SetString(PyExc_TypeError, + "__name__ must be set to a string object"); + return -1; + } + tmp = self->gi_name; + Py_INCREF(value); + self->gi_name = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_Coroutine_get_qualname(__pyx_CoroutineObject *self, CYTHON_UNUSED void *context) +{ + PyObject *name = self->gi_qualname; + if (unlikely(!name)) name = Py_None; + Py_INCREF(name); + return name; +} +static int +__Pyx_Coroutine_set_qualname(__pyx_CoroutineObject *self, PyObject *value, CYTHON_UNUSED void *context) +{ + PyObject *tmp; +#if PY_MAJOR_VERSION >= 3 + if (unlikely(value == NULL || !PyUnicode_Check(value))) +#else + if (unlikely(value == NULL || !PyString_Check(value))) +#endif + { + PyErr_SetString(PyExc_TypeError, + "__qualname__ must be set to a string object"); + return -1; + } + tmp = self->gi_qualname; + Py_INCREF(value); + self->gi_qualname = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_Coroutine_get_frame(__pyx_CoroutineObject *self, CYTHON_UNUSED void *context) +{ + PyObject *frame = self->gi_frame; + if (!frame) { + if (unlikely(!self->gi_code)) { + Py_RETURN_NONE; + } + frame = (PyObject *) PyFrame_New( + PyThreadState_Get(), /*PyThreadState *tstate,*/ + (PyCodeObject*) self->gi_code, /*PyCodeObject *code,*/ + __pyx_d, /*PyObject *globals,*/ + 0 /*PyObject *locals*/ + ); + if (unlikely(!frame)) + return NULL; + self->gi_frame = frame; + } + Py_INCREF(frame); + return frame; +} +static __pyx_CoroutineObject *__Pyx__Coroutine_New( + PyTypeObject* type, __pyx_coroutine_body_t body, PyObject *code, PyObject *closure, + PyObject *name, PyObject *qualname, PyObject *module_name) { + __pyx_CoroutineObject *gen = PyObject_GC_New(__pyx_CoroutineObject, type); + if (unlikely(!gen)) + return NULL; + return __Pyx__Coroutine_NewInit(gen, body, code, closure, name, qualname, module_name); +} +static __pyx_CoroutineObject *__Pyx__Coroutine_NewInit( + __pyx_CoroutineObject *gen, __pyx_coroutine_body_t body, PyObject *code, PyObject *closure, + PyObject *name, PyObject *qualname, PyObject *module_name) { + gen->body = body; + gen->closure = closure; + Py_XINCREF(closure); + gen->is_running = 0; + gen->resume_label = 0; + gen->classobj = NULL; + gen->yieldfrom = NULL; + gen->gi_exc_state.exc_type = NULL; + gen->gi_exc_state.exc_value = NULL; + gen->gi_exc_state.exc_traceback = NULL; +#if CYTHON_USE_EXC_INFO_STACK + gen->gi_exc_state.previous_item = NULL; +#endif + gen->gi_weakreflist = NULL; + Py_XINCREF(qualname); + gen->gi_qualname = qualname; + Py_XINCREF(name); + gen->gi_name = name; + Py_XINCREF(module_name); + gen->gi_modulename = module_name; + Py_XINCREF(code); + gen->gi_code = code; + gen->gi_frame = NULL; + PyObject_GC_Track(gen); + return gen; +} + +/* PatchModuleWithCoroutine */ +static PyObject* __Pyx_Coroutine_patch_module(PyObject* module, const char* py_code) { +#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED) + int result; + PyObject *globals, *result_obj; + globals = PyDict_New(); if (unlikely(!globals)) goto ignore; + result = PyDict_SetItemString(globals, "_cython_coroutine_type", + #ifdef __Pyx_Coroutine_USED + (PyObject*)__pyx_CoroutineType); + #else + Py_None); + #endif + if (unlikely(result < 0)) goto ignore; + result = PyDict_SetItemString(globals, "_cython_generator_type", + #ifdef __Pyx_Generator_USED + (PyObject*)__pyx_GeneratorType); + #else + Py_None); + #endif + if (unlikely(result < 0)) goto ignore; + if (unlikely(PyDict_SetItemString(globals, "_module", module) < 0)) goto ignore; + if (unlikely(PyDict_SetItemString(globals, "__builtins__", __pyx_b) < 0)) goto ignore; + result_obj = PyRun_String(py_code, Py_file_input, globals, globals); + if (unlikely(!result_obj)) goto ignore; + Py_DECREF(result_obj); + Py_DECREF(globals); + return module; +ignore: + Py_XDECREF(globals); + PyErr_WriteUnraisable(module); + if (unlikely(PyErr_WarnEx(PyExc_RuntimeWarning, "Cython module failed to patch module with custom type", 1) < 0)) { + Py_DECREF(module); + module = NULL; + } +#else + py_code++; +#endif + return module; +} + +/* PatchGeneratorABC */ +#ifndef CYTHON_REGISTER_ABCS +#define CYTHON_REGISTER_ABCS 1 +#endif +#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED) +static PyObject* __Pyx_patch_abc_module(PyObject *module); +static PyObject* __Pyx_patch_abc_module(PyObject *module) { + module = __Pyx_Coroutine_patch_module( + module, "" +"if _cython_generator_type is not None:\n" +" try: Generator = _module.Generator\n" +" except AttributeError: pass\n" +" else: Generator.register(_cython_generator_type)\n" +"if _cython_coroutine_type is not None:\n" +" try: Coroutine = _module.Coroutine\n" +" except AttributeError: pass\n" +" else: Coroutine.register(_cython_coroutine_type)\n" + ); + return module; +} +#endif +static int __Pyx_patch_abc(void) { +#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED) + static int abc_patched = 0; + if (CYTHON_REGISTER_ABCS && !abc_patched) { + PyObject *module; + module = PyImport_ImportModule((PY_MAJOR_VERSION >= 3) ? "collections.abc" : "collections"); + if (!module) { + PyErr_WriteUnraisable(NULL); + if (unlikely(PyErr_WarnEx(PyExc_RuntimeWarning, + ((PY_MAJOR_VERSION >= 3) ? + "Cython module failed to register with collections.abc module" : + "Cython module failed to register with collections module"), 1) < 0)) { + return -1; + } + } else { + module = __Pyx_patch_abc_module(module); + abc_patched = 1; + if (unlikely(!module)) + return -1; + Py_DECREF(module); + } + module = PyImport_ImportModule("backports_abc"); + if (module) { + module = __Pyx_patch_abc_module(module); + Py_XDECREF(module); + } + if (!module) { + PyErr_Clear(); + } + } +#else + if ((0)) __Pyx_Coroutine_patch_module(NULL, NULL); +#endif + return 0; +} + +/* Generator */ +static PyMethodDef __pyx_Generator_methods[] = { + {"send", (PyCFunction) __Pyx_Coroutine_Send, METH_O, + (char*) PyDoc_STR("send(arg) -> send 'arg' into generator,\nreturn next yielded value or raise StopIteration.")}, + {"throw", (PyCFunction) __Pyx_Coroutine_Throw, METH_VARARGS, + (char*) PyDoc_STR("throw(typ[,val[,tb]]) -> raise exception in generator,\nreturn next yielded value or raise StopIteration.")}, + {"close", (PyCFunction) __Pyx_Coroutine_Close_Method, METH_NOARGS, + (char*) PyDoc_STR("close() -> raise GeneratorExit inside generator.")}, + {0, 0, 0, 0} +}; +static PyMemberDef __pyx_Generator_memberlist[] = { + {(char *) "gi_running", T_BOOL, offsetof(__pyx_CoroutineObject, is_running), READONLY, NULL}, + {(char*) "gi_yieldfrom", T_OBJECT, offsetof(__pyx_CoroutineObject, yieldfrom), READONLY, + (char*) PyDoc_STR("object being iterated by 'yield from', or None")}, + {(char*) "gi_code", T_OBJECT, offsetof(__pyx_CoroutineObject, gi_code), READONLY, NULL}, + {0, 0, 0, 0, 0} +}; +static PyGetSetDef __pyx_Generator_getsets[] = { + {(char *) "__name__", (getter)__Pyx_Coroutine_get_name, (setter)__Pyx_Coroutine_set_name, + (char*) PyDoc_STR("name of the generator"), 0}, + {(char *) "__qualname__", (getter)__Pyx_Coroutine_get_qualname, (setter)__Pyx_Coroutine_set_qualname, + (char*) PyDoc_STR("qualified name of the generator"), 0}, + {(char *) "gi_frame", (getter)__Pyx_Coroutine_get_frame, NULL, + (char*) PyDoc_STR("Frame of the generator"), 0}, + {0, 0, 0, 0, 0} +}; +static PyTypeObject __pyx_GeneratorType_type = { + PyVarObject_HEAD_INIT(0, 0) + "generator", + sizeof(__pyx_CoroutineObject), + 0, + (destructor) __Pyx_Coroutine_dealloc, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_HAVE_FINALIZE, + 0, + (traverseproc) __Pyx_Coroutine_traverse, + 0, + 0, + offsetof(__pyx_CoroutineObject, gi_weakreflist), + 0, + (iternextfunc) __Pyx_Generator_Next, + __pyx_Generator_methods, + __pyx_Generator_memberlist, + __pyx_Generator_getsets, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, +#if CYTHON_USE_TP_FINALIZE + 0, +#else + __Pyx_Coroutine_del, +#endif + 0, +#if CYTHON_USE_TP_FINALIZE + __Pyx_Coroutine_del, +#elif PY_VERSION_HEX >= 0x030400a1 + 0, +#endif +#if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800) + 0, +#endif +#if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000 + 0, +#endif +#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 + 0, +#endif +}; +static int __pyx_Generator_init(void) { + __pyx_GeneratorType_type.tp_getattro = __Pyx_PyObject_GenericGetAttrNoDict; + __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter; + __pyx_GeneratorType = __Pyx_FetchCommonType(&__pyx_GeneratorType_type); + if (unlikely(!__pyx_GeneratorType)) { + return -1; + } + return 0; +} + +/* CheckBinaryVersion */ +static int __Pyx_check_binary_version(void) { + char ctversion[4], rtversion[4]; + PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); + PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion()); + if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) { + char message[200]; + PyOS_snprintf(message, sizeof(message), + "compiletime version %s of module '%.100s' " + "does not match runtime version %s", + ctversion, __Pyx_MODULE_NAME, rtversion); + return PyErr_WarnEx(NULL, message, 1); + } + return 0; +} + +/* InitStrings */ +static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { + while (t->p) { + #if PY_MAJOR_VERSION < 3 + if (t->is_unicode) { + *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL); + } else if (t->intern) { + *t->p = PyString_InternFromString(t->s); + } else { + *t->p = PyString_FromStringAndSize(t->s, t->n - 1); + } + #else + if (t->is_unicode | t->is_str) { + if (t->intern) { + *t->p = PyUnicode_InternFromString(t->s); + } else if (t->encoding) { + *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL); + } else { + *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1); + } + } else { + *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1); + } + #endif + if (!*t->p) + return -1; + if (PyObject_Hash(*t->p) == -1) + return -1; + ++t; + } + return 0; +} + +static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) { + return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str)); +} +static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject* o) { + Py_ssize_t ignore; + return __Pyx_PyObject_AsStringAndSize(o, &ignore); +} +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT +#if !CYTHON_PEP393_ENABLED +static const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) { + char* defenc_c; + PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL); + if (!defenc) return NULL; + defenc_c = PyBytes_AS_STRING(defenc); +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + { + char* end = defenc_c + PyBytes_GET_SIZE(defenc); + char* c; + for (c = defenc_c; c < end; c++) { + if ((unsigned char) (*c) >= 128) { + PyUnicode_AsASCIIString(o); + return NULL; + } + } + } +#endif + *length = PyBytes_GET_SIZE(defenc); + return defenc_c; +} +#else +static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) { + if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL; +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + if (likely(PyUnicode_IS_ASCII(o))) { + *length = PyUnicode_GET_LENGTH(o); + return PyUnicode_AsUTF8(o); + } else { + PyUnicode_AsASCIIString(o); + return NULL; + } +#else + return PyUnicode_AsUTF8AndSize(o, length); +#endif +} +#endif +#endif +static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) { +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT + if ( +#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + __Pyx_sys_getdefaultencoding_not_ascii && +#endif + PyUnicode_Check(o)) { + return __Pyx_PyUnicode_AsStringAndSize(o, length); + } else +#endif +#if (!CYTHON_COMPILING_IN_PYPY) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE)) + if (PyByteArray_Check(o)) { + *length = PyByteArray_GET_SIZE(o); + return PyByteArray_AS_STRING(o); + } else +#endif + { + char* result; + int r = PyBytes_AsStringAndSize(o, &result, length); + if (unlikely(r < 0)) { + return NULL; + } else { + return result; + } + } +} +static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) { + int is_true = x == Py_True; + if (is_true | (x == Py_False) | (x == Py_None)) return is_true; + else return PyObject_IsTrue(x); +} +static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject* x) { + int retval; + if (unlikely(!x)) return -1; + retval = __Pyx_PyObject_IsTrue(x); + Py_DECREF(x); + return retval; +} +static PyObject* __Pyx_PyNumber_IntOrLongWrongResultType(PyObject* result, const char* type_name) { +#if PY_MAJOR_VERSION >= 3 + if (PyLong_Check(result)) { + if (PyErr_WarnFormat(PyExc_DeprecationWarning, 1, + "__int__ returned non-int (type %.200s). 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+004: import typing
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+006: from copy import deepcopy, copy
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 008: # import matplotlib
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+012: import sty
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 013:
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 014: # deepcopy = lambda x: marshal.loads(marshal.dumps(x))
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+015: deepcopy2 = lambda x: marshal.loads(marshal.dumps(x))
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/* Python wrapper */
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+
 429:
+
 430:
+
 431:
+
 432:     # blist = BranchList((3,3,3,4,3,3))
+
 433:     # blist.add([0, 0, 1, 0, 2, 3])
+
 434:     # blist.add([0, 0, 1, 2, 0, 1])
+
 435:     # blist.add([0, 0, 2, 0, 2, 3])
+
 436:     # blist.add([0, 0, [1,2], 0, [0,2], 3])
+
 437:
+
 438:     # blist.add([0,0,0,Any,0,0])
+
 439:     # blist.add([0,0,Any,[1,2],0,0])
+
 440:     # all = []
+
 441:     # bl = blist.blist
+
 442:     # for _ in range(blist.depth):
+
 443:     #     all.append(bl[0])
+
 444:     #     bl = bl[1][0]
+
 445:     pass
+
 446:
+
 447:
+
 448: # if cython.compiled:
+
 449: #     print(f"{sty.fg.blue}[BranchList]Info{sty.fg.rs}: {sty.fg.green}Cython{sty.fg.rs} version.")
+
 450: # else:
+
 451: #     print(f"{sty.fg.cyan}[BranchList]Warning{sty.fg.cyan}: {sty.fg.red}Python{sty.fg.red} version.")
+
diff --git a/pynars/utils/SparseLUT/temp/branch_list.py b/pynars/utils/SparseLUT/temp/branch_list.py new file mode 100644 index 0000000..44119cf --- /dev/null +++ b/pynars/utils/SparseLUT/temp/branch_list.py @@ -0,0 +1,451 @@ + + +from typing import Any, Callable, Dict, List, Tuple, Type, Set +import typing +from collections import OrderedDict +from copy import deepcopy, copy +import marshal +# import matplotlib +import networkx as nx +from ordered_set import OrderedSet +from tqdm import tqdm +import sty + +# deepcopy = lambda x: marshal.loads(marshal.dumps(x)) +deepcopy2 = lambda x: marshal.loads(marshal.dumps(x)) + + +class DictList: + '''''' + dict: Dict[tuple, Dict[int, Type['Node']]] + def __init__(self) -> None: + self.dict = OrderedDict() + self.len = 0 + + + def __getitem__(self, key): + return self.dict.get(key, dict()).values() + + + def __setitem__(self, key, value) -> None: + value_list = self.dict.get(key, None) + if value_list is None: + self.dict[key] = OrderedDict([(id(value), value)]) + self.len += 1 + else: + if id(value) not in value_list: + self.len += 1 + value_list[id(value)] = value + + def __len__(self): + return self.len + + + def values(self) -> List['Node']: + return tuple(val for values in self.dict.values() for val in values.values()) + + + def __repr__(self) -> str: + return repr(list(self.dict.keys())) + + + def pop(self, key, default=None): + items = self.dict.pop(key, default) + if items is not None: + self.len -= len(items) + return items + + + def pop_identical(self, key, id, default=None): + values_dict = self.dict.get(key, None) + if values_dict is not None: + self.len -= 1 + item = values_dict.pop(id, default) + if len(values_dict) == 0: + self.dict.pop(key) + return item + else: return None + + +class Node: + next_nodes: DictList + last_nodes: DictList + is_end: bool + index: Set[int] + depth: int + def __init__(self, index: set, is_end=False, depth: int=-1, next_nodes: typing.OrderedDict[tuple, 'Node']=None, last_nodes: typing.OrderedDict[tuple, 'Node']=None) -> None: + self.index = index + self.is_end = is_end + self.next_nodes = next_nodes or (None if is_end else DictList()) + self.last_nodes= last_nodes or DictList() + self.depth = depth + pass + + + def append(self, node: Type['Node']): + self.next_nodes[tuple(node.index)] = node + node.last_nodes[tuple(self.index)] = self + + + def duplicate_shallow(self, index: set=None, enable_last_nodes=True): + node = Node(index or self.index, self.is_end, self.depth) + for next_node in self.next_nodes_list: + node.append(next_node) + if enable_last_nodes: + for last_node in self.last_nodes_list: + last_node.append(node) + + return node + + + def duplicate_deep(self, index:set=None): + node = Node(index or self.index, self.is_end, self.depth) + for next_node in self.next_nodes_list: + next_node = next_node.duplicate_deep() + node.append(next_node) + + return node + + + def remove_next(self, node: Type['Node'], identical=False): + '''''' + if not identical: + self.next_nodes.pop(tuple(node.index), None) + node.last_nodes.pop(tuple(self.index), None) + else: + self.next_nodes.pop_identical(tuple(node.index), id(node), None) + node.last_nodes.pop_identical(tuple(self.index), id(self), None) + + + def remove_last(self, node: Type['Node'], identical=False): + '''''' + if not identical: + self.last_nodes.pop(tuple(node.index), None) + node.next_nodes.pop(tuple(self.index), None) + else: + self.last_nodes.pop_identical(tuple(node.index), id(node), None) + node.next_nodes.pop_identical(tuple(self.index), id(self), None) + + def reset_index(self, index): + '''''' + # index_old = tuple(self.index) + next_nodes: List[Node] = self.next_nodes_list + last_nodes: List[Node] = self.last_nodes_list + for node in next_nodes: node.remove_last(self) + for node in last_nodes: node.remove_next(self) + self.index = index + for node in next_nodes: self.append(node) + for node in last_nodes: node.append(self) + return self + + + @property + def is_fan_in(self): + return (self.last_nodes is not None) and (len(self.last_nodes) > 1) + + + @property + def next_nodes_list(self): + return list(self.next_nodes.values()) if self.next_nodes is not None else [] + + @property + def last_nodes_list(self): + return list(self.last_nodes.values()) if self.last_nodes is not None else [] + + def __getitem__(self, i): + if i == 0: return self.index + elif i == 1: return self.next_nodes + else: return None + + + def __setitem__(self, i, value): + if i == 0: self.index = value + elif i == 1: self.next_nodes = value + else: raise "Invalid case." + + + def __repr__(self) -> str: + return ''%repr(self.index) + + +class BranchList: + blists: Node + shape: tuple + depth: int + lists: list + def __init__(self, shape: tuple) -> None: + self.shape = tuple(shape) + + self.blists = Node(set()) + self.lists = [] + self.depth = len(self.shape) - 1 + + def _normalize(self, indices: list): + indices_norm = [] + for i, index in enumerate(indices): + if isinstance(index, int): + indices_norm.append(set((index,))) + elif isinstance(index, list) or isinstance(index, tuple): + indices_norm.append(set(index)) + elif index is Any or index is None: + indices_norm.append(set((*range(self.shape[i]), None))) + else: + raise "Invalid case." + + return indices_norm + + + def _merge(self, blists: List[Node], blist_in: List[Node], blist_last: Node=None, blist_in_last: Node=None, is_new_blist: bool=False, depth=0): + '''merge the new indices into `self.blist` + + blists: all the blist under the current depth. + blist_in: the new blist. Non-branch should be ensured. + depth: the current depth. + ''' + if depth > self.depth: return + + blist_in: Node = blist_in[0] + + index_new = blist_in.index + index_new_diff = index_new - set().union(*(blist[0] for blist in blists)) + if len(index_new_diff) > 0: + # the new one to be add + blist_new = blist_in.duplicate_deep(index_new_diff) + if not is_new_blist: blist_last.append(blist_new) + else: blist_in_last.append(blist_new) + + for blist in blists: + # get index_common and index_old_diff. + index_old = blist.index # e.g. index_old = {0, 1} + index_common = index_new & index_old + index_old_diff = index_old - index_new + + if len(index_old_diff) == 0: + # do nothing except recursively merge, not matter `is_fan_in` and `is_new_blist` + if len(index_common) > 0: + if is_new_blist: + blist_in_common = Node(index_common, blist_in.is_end, blist_in.depth) + blist_in_last.append(blist_in_common) + self._merge(blist.next_nodes_list, blist_in.next_nodes_list, blist, blist_in_common, is_new_blist, depth+1) + else: + if blist.is_fan_in: # it should be ensured that `blist_in_last.index == blist_last.index` + # assert blist_in_last.index == blist_last.index + blist_in_common = Node(index_common, blist_in.is_end, blist_in.depth) + blist_last.remove_next(blist, identical=True) # remove the specific node + blist_last.append(blist_in_common) + self._merge(blist.next_nodes_list, blist_in.next_nodes_list, blist, blist_in_common, True, depth+1) + else: + blist_in_common = blist_in + self._merge(blist.next_nodes_list, blist_in.next_nodes_list, blist, blist_in_common, is_new_blist, depth+1) + else: raise "Invalid case." + continue + + # now, it must be that `len(index_old_diff) > 0`. + if len(index_common) == 0: + if is_new_blist: + blist_in_last.append(blist) + # else: pass # do nothing. + continue + + # now, it must be that `len(index_common) > 0`. + if blist.is_fan_in: + blist_old_common = blist.duplicate_shallow(index_common, True) + blist_old_diff = blist.reset_index(index_old_diff) + blist_in_common = Node(index_common, blist_in.is_end, blist_in.depth) + if is_new_blist: + blist_in_last.append(blist_in_common) + blist_in_last.append(blist_old_diff) + else: + blist_last.append(blist_in_common) + blist_last.remove_next(blist_old_common, identical=True) + + else: + if is_new_blist: + blist_old_common = blist.duplicate_shallow(index_common) + blist_in_common = Node(index_common, blist_in.is_end, blist_in.depth) + blist_old_diff = blist.reset_index(index_old_diff) + + blist_in_last.append(blist_in_common) + blist_in_last.append(blist_old_diff) + else: + blist_old_common = blist #.duplicate_shallow(index_common) + blist_in_common = Node(index_common, blist_in.is_end, blist_in.depth) #blist_in.duplicate_deep(index_common) + blist_old_diff = blist.reset_index(index_old_diff) + + blist_last.append(blist_in_common) + + self._merge(blist_old_common.next_nodes_list, blist_in.next_nodes_list, blist_old_common, blist_in_common, True, depth+1) + continue + + + + + + + # @cython.cfunc + def _make_blist(self, indices): + blist_original = blist = Node(indices[0], False, 0) + + if self.depth > 0: + for i_depth, index in enumerate(indices[1:], 1): + if i_depth == self.depth: + blist.append(Node(index, True, i_depth)) + else: + blist_new = Node(index, False, i_depth) + blist.append(blist_new) + blist = blist_new + root = Node(set()) + root.append(blist_original) + return root + + + def add(self, indices: list, value): + indices = self._normalize(indices) + self.lists.append((indices, value)) + + if len(self.blists.next_nodes) == 0: + self.blists = self._make_blist(indices) + return + + # Now, `self.blist` is not None + + blist_index = self._make_blist(indices) + blist_in_next_nodes_list = blist_index.next_nodes_list + blist_index.next_nodes_list[0].remove_last(blist_index) + self._merge(self.blists.next_nodes_list, blist_in_next_nodes_list, self.blists, Node(set())) + pass + + + def build(self, value_func: Callable=OrderedSet, add_func: Callable=OrderedSet.add): # list, OrderedSet, etc. + # @cython.cfunc + # @cython.returns(cython.void) + # @cython.locals() + def set_value_by_func(blists: List[Node], indices, value_func: Callable, depth=0): + '''it should be ensured that `indices` is in `blists`''' + index: set = indices[depth] + for blist in blists: + if index.issuperset(blist[0]): + if depth < self.depth: + set_value_by_func(list(blist[1].values()), indices, value_func, depth+1) + else: + blist[1] = value_func() + + # @cython.cfunc + # @cython.returns() + # @cython.locals() + def get_value(blists, indices, depth=0, ret=None): + '''it should be ensured that `indices` is in `blists`''' + ret = [] if ret is None else ret + index: set = indices[depth] + for blist in blists: + if index.issuperset(blist[0]): + if depth < self.depth: + get_value(list(blist[1].values()), indices, depth+1, ret) + else: + ret.append(blist[1]) + return ret + + blists = list(self.blists[1].values()) + for indices, _ in tqdm(self.lists): + set_value_by_func(blists, indices, value_func) + + for indices, value in tqdm(self.lists): + list_values = get_value(blists, indices) + for values in list_values: + assert values is not None + add_func(values, value) + + + def clear(self): + '''''' + blists = list(self.blists[1].values()) + if len(self.blists[1]) == 0: return + for blist in blists: + del blist + del blists + self.blists[1] = None + + + def draw(self, blists: List[Node]=None, show_labels=True): + '''''' + # from matplotlib.text import Text + import matplotlib.pyplot as plt + + blists = list(self.blists[1].values()) + if len(blists) == 0: + print('None BranchList.') + return + g = nx.DiGraph() + def add_nodes(g: nx.DiGraph, node_current, label_node_current, blists_next: List[Node], i_layer=0): + n_node = g.number_of_nodes() + args_next = [] + if node_current not in g: + g.add_node(node_current, label=label_node_current, layer=i_layer) + n_node += 1 + if i_layer <= self.depth: + # for node, blist_next in enumerate(blists_next, n_node): + for blist_next in blists_next: + label = blist_next[0] + node = id(blist_next) + g.add_node(node, label=label, layer=i_layer+1) + g.add_edge(node_current, node) + if blist_next[1] is not None and len(blist_next[1]) > 0: + args_next.append((node, label, (list(blist_next[1].values()) if i_layer < self.depth else blist_next[1]), i_layer+1)) + + + for arg_next in args_next: + add_nodes(g, *arg_next) + else: + node = id(blists_next) + g.add_node(node, label=blists_next, layer=i_layer+1) + g.add_edge(node_current, node) + pass + + add_nodes(g, "root", "root", blists) + plt.clf() + labels = {node: attr['label'] for node, attr in g.nodes.items()} + pos = nx.multipartite_layout(g, subset_key="layer") + if show_labels: + labels = nx.draw_networkx_labels(g,pos, labels) + for t in labels.values(): + t.set_rotation(30) + nx.draw(g, pos, with_labels=False, node_size=5) + # nx.draw(g) + plt.show() + + pass + + + +if __name__ == '__main__': + blist = BranchList((4, 4, 4, 4)) + blist.add([0, 0, 0, 1], "A") + blist.add([0, [1,2], 0, 1], "B") + blist.add([0, 3, 0, 1], "C") + blist.add([0, [0,1,2,3], 0, [1,2]], "D") + blist.draw() + blist.build() + blist.draw() + + + + # blist = BranchList((3,3,3,4,3,3)) + # blist.add([0, 0, 1, 0, 2, 3]) + # blist.add([0, 0, 1, 2, 0, 1]) + # blist.add([0, 0, 2, 0, 2, 3]) + # blist.add([0, 0, [1,2], 0, [0,2], 3]) + + # blist.add([0,0,0,Any,0,0]) + # blist.add([0,0,Any,[1,2],0,0]) + # all = [] + # bl = blist.blist + # for _ in range(blist.depth): + # all.append(bl[0]) + # bl = bl[1][0] + pass + + +# if cython.compiled: +# print(f"{sty.fg.blue}[BranchList]Info{sty.fg.rs}: {sty.fg.green}Cython{sty.fg.rs} version.") +# else: +# print(f"{sty.fg.cyan}[BranchList]Warning{sty.fg.cyan}: {sty.fg.red}Python{sty.fg.red} version.") \ No newline at end of file diff --git a/pynars/utils/SparseLUT/temp/setup.py b/pynars/utils/SparseLUT/temp/setup.py new file mode 100644 index 0000000..e137629 --- /dev/null +++ b/pynars/utils/SparseLUT/temp/setup.py @@ -0,0 +1,16 @@ +# python setup.py build_ext --inplace +from setuptools import setup +from Cython.Build import cythonize +from mypy import stubgen + +options = stubgen.parse_options(['sparse_lut.py', 'branch_list.py', '-o', '.']) +stubgen.generate_stubs(options) + +setup( + name='sparse_lut', + version='1.0.0', + ext_modules=cythonize( + ['./sparse_lut.py', + './branch_list.py'], + annotate=True), # enables generation of the html annotation file +) \ No newline at end of file diff --git a/pynars/utils/SparseLUT/temp/sparse_lut.c b/pynars/utils/SparseLUT/temp/sparse_lut.c new file mode 100644 index 0000000..1ef3c6e --- /dev/null +++ b/pynars/utils/SparseLUT/temp/sparse_lut.c @@ -0,0 +1,9109 @@ +/* Generated by Cython 0.29.27 */ + +/* BEGIN: Cython Metadata +{ + "distutils": { + "name": "pynars.utils.SparseLUT.sparse_lut", + "sources": [ + "./sparse_lut.py" + ] + }, + "module_name": "pynars.utils.SparseLUT.sparse_lut" +} +END: Cython Metadata */ + +#ifndef PY_SSIZE_T_CLEAN +#define PY_SSIZE_T_CLEAN +#endif /* PY_SSIZE_T_CLEAN */ +#include "Python.h" +#ifndef Py_PYTHON_H + #error Python headers needed to compile C extensions, please install development version of Python. +#elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03030000) + #error Cython requires Python 2.6+ or Python 3.3+. +#else +#define CYTHON_ABI "0_29_27" +#define CYTHON_HEX_VERSION 0x001D1BF0 +#define CYTHON_FUTURE_DIVISION 0 +#include +#ifndef offsetof + #define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) +#endif +#if !defined(WIN32) && !defined(MS_WINDOWS) + #ifndef __stdcall + #define __stdcall + #endif + #ifndef __cdecl + #define __cdecl + #endif + #ifndef __fastcall + #define __fastcall + #endif +#endif +#ifndef DL_IMPORT + #define DL_IMPORT(t) t +#endif +#ifndef DL_EXPORT + #define DL_EXPORT(t) t +#endif +#define __PYX_COMMA , +#ifndef HAVE_LONG_LONG + #if PY_VERSION_HEX >= 0x02070000 + #define HAVE_LONG_LONG + #endif +#endif +#ifndef PY_LONG_LONG + #define PY_LONG_LONG LONG_LONG +#endif +#ifndef Py_HUGE_VAL + #define Py_HUGE_VAL HUGE_VAL +#endif +#ifdef PYPY_VERSION + #define CYTHON_COMPILING_IN_PYPY 1 + #define CYTHON_COMPILING_IN_PYSTON 0 + #define CYTHON_COMPILING_IN_CPYTHON 0 + #undef CYTHON_USE_TYPE_SLOTS + #define CYTHON_USE_TYPE_SLOTS 0 + #undef CYTHON_USE_PYTYPE_LOOKUP + #define CYTHON_USE_PYTYPE_LOOKUP 0 + #if PY_VERSION_HEX < 0x03050000 + #undef CYTHON_USE_ASYNC_SLOTS + #define CYTHON_USE_ASYNC_SLOTS 0 + #elif !defined(CYTHON_USE_ASYNC_SLOTS) + #define CYTHON_USE_ASYNC_SLOTS 1 + #endif + #undef CYTHON_USE_PYLIST_INTERNALS + #define CYTHON_USE_PYLIST_INTERNALS 0 + #undef CYTHON_USE_UNICODE_INTERNALS + #define CYTHON_USE_UNICODE_INTERNALS 0 + #undef CYTHON_USE_UNICODE_WRITER + #define CYTHON_USE_UNICODE_WRITER 0 + #undef CYTHON_USE_PYLONG_INTERNALS + #define CYTHON_USE_PYLONG_INTERNALS 0 + #undef CYTHON_AVOID_BORROWED_REFS + #define CYTHON_AVOID_BORROWED_REFS 1 + #undef CYTHON_ASSUME_SAFE_MACROS + #define CYTHON_ASSUME_SAFE_MACROS 0 + #undef CYTHON_UNPACK_METHODS + #define CYTHON_UNPACK_METHODS 0 + #undef CYTHON_FAST_THREAD_STATE + #define CYTHON_FAST_THREAD_STATE 0 + #undef CYTHON_FAST_PYCALL + #define CYTHON_FAST_PYCALL 0 + #undef CYTHON_PEP489_MULTI_PHASE_INIT + #define CYTHON_PEP489_MULTI_PHASE_INIT 0 + #undef CYTHON_USE_TP_FINALIZE + #define CYTHON_USE_TP_FINALIZE 0 + #undef CYTHON_USE_DICT_VERSIONS + #define CYTHON_USE_DICT_VERSIONS 0 + #undef CYTHON_USE_EXC_INFO_STACK + #define CYTHON_USE_EXC_INFO_STACK 0 +#elif defined(PYSTON_VERSION) + #define CYTHON_COMPILING_IN_PYPY 0 + #define CYTHON_COMPILING_IN_PYSTON 1 + #define CYTHON_COMPILING_IN_CPYTHON 0 + #ifndef CYTHON_USE_TYPE_SLOTS + #define CYTHON_USE_TYPE_SLOTS 1 + #endif + #undef CYTHON_USE_PYTYPE_LOOKUP + #define CYTHON_USE_PYTYPE_LOOKUP 0 + #undef CYTHON_USE_ASYNC_SLOTS + #define CYTHON_USE_ASYNC_SLOTS 0 + #undef CYTHON_USE_PYLIST_INTERNALS + #define CYTHON_USE_PYLIST_INTERNALS 0 + #ifndef CYTHON_USE_UNICODE_INTERNALS + #define CYTHON_USE_UNICODE_INTERNALS 1 + #endif + #undef CYTHON_USE_UNICODE_WRITER + #define CYTHON_USE_UNICODE_WRITER 0 + #undef CYTHON_USE_PYLONG_INTERNALS + #define CYTHON_USE_PYLONG_INTERNALS 0 + #ifndef CYTHON_AVOID_BORROWED_REFS + #define CYTHON_AVOID_BORROWED_REFS 0 + #endif + #ifndef CYTHON_ASSUME_SAFE_MACROS + #define CYTHON_ASSUME_SAFE_MACROS 1 + #endif + #ifndef CYTHON_UNPACK_METHODS + #define CYTHON_UNPACK_METHODS 1 + #endif + #undef CYTHON_FAST_THREAD_STATE + #define CYTHON_FAST_THREAD_STATE 0 + #undef CYTHON_FAST_PYCALL + #define CYTHON_FAST_PYCALL 0 + #undef CYTHON_PEP489_MULTI_PHASE_INIT + #define CYTHON_PEP489_MULTI_PHASE_INIT 0 + #undef CYTHON_USE_TP_FINALIZE + #define CYTHON_USE_TP_FINALIZE 0 + #undef CYTHON_USE_DICT_VERSIONS + #define CYTHON_USE_DICT_VERSIONS 0 + #undef CYTHON_USE_EXC_INFO_STACK + #define CYTHON_USE_EXC_INFO_STACK 0 +#else + #define CYTHON_COMPILING_IN_PYPY 0 + #define CYTHON_COMPILING_IN_PYSTON 0 + #define CYTHON_COMPILING_IN_CPYTHON 1 + #ifndef CYTHON_USE_TYPE_SLOTS + #define CYTHON_USE_TYPE_SLOTS 1 + #endif + #if PY_VERSION_HEX < 0x02070000 + #undef CYTHON_USE_PYTYPE_LOOKUP + #define CYTHON_USE_PYTYPE_LOOKUP 0 + #elif !defined(CYTHON_USE_PYTYPE_LOOKUP) + #define CYTHON_USE_PYTYPE_LOOKUP 1 + #endif + #if PY_MAJOR_VERSION < 3 + #undef CYTHON_USE_ASYNC_SLOTS + #define CYTHON_USE_ASYNC_SLOTS 0 + #elif !defined(CYTHON_USE_ASYNC_SLOTS) + #define CYTHON_USE_ASYNC_SLOTS 1 + #endif + #if PY_VERSION_HEX < 0x02070000 + #undef CYTHON_USE_PYLONG_INTERNALS + #define CYTHON_USE_PYLONG_INTERNALS 0 + #elif !defined(CYTHON_USE_PYLONG_INTERNALS) + #define CYTHON_USE_PYLONG_INTERNALS 1 + #endif + #ifndef CYTHON_USE_PYLIST_INTERNALS + #define CYTHON_USE_PYLIST_INTERNALS 1 + #endif + #ifndef CYTHON_USE_UNICODE_INTERNALS + #define CYTHON_USE_UNICODE_INTERNALS 1 + #endif + #if PY_VERSION_HEX < 0x030300F0 || PY_VERSION_HEX >= 0x030B00A2 + #undef CYTHON_USE_UNICODE_WRITER + #define CYTHON_USE_UNICODE_WRITER 0 + #elif !defined(CYTHON_USE_UNICODE_WRITER) + #define CYTHON_USE_UNICODE_WRITER 1 + #endif + #ifndef CYTHON_AVOID_BORROWED_REFS + #define CYTHON_AVOID_BORROWED_REFS 0 + #endif + #ifndef CYTHON_ASSUME_SAFE_MACROS + #define CYTHON_ASSUME_SAFE_MACROS 1 + #endif + #ifndef CYTHON_UNPACK_METHODS + #define CYTHON_UNPACK_METHODS 1 + #endif + #ifndef CYTHON_FAST_THREAD_STATE + #define CYTHON_FAST_THREAD_STATE 1 + #endif + #ifndef CYTHON_FAST_PYCALL + #define CYTHON_FAST_PYCALL (PY_VERSION_HEX < 0x030B00A1) + #endif + #ifndef CYTHON_PEP489_MULTI_PHASE_INIT + #define CYTHON_PEP489_MULTI_PHASE_INIT (PY_VERSION_HEX >= 0x03050000) + #endif + #ifndef CYTHON_USE_TP_FINALIZE + #define CYTHON_USE_TP_FINALIZE (PY_VERSION_HEX >= 0x030400a1) + #endif + #ifndef CYTHON_USE_DICT_VERSIONS + #define CYTHON_USE_DICT_VERSIONS (PY_VERSION_HEX >= 0x030600B1) + #endif + #ifndef CYTHON_USE_EXC_INFO_STACK + #define CYTHON_USE_EXC_INFO_STACK (PY_VERSION_HEX >= 0x030700A3) + #endif +#endif +#if !defined(CYTHON_FAST_PYCCALL) +#define CYTHON_FAST_PYCCALL (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1) +#endif +#if CYTHON_USE_PYLONG_INTERNALS + #if PY_MAJOR_VERSION < 3 + #include "longintrepr.h" + #endif + #undef SHIFT + #undef BASE + #undef MASK + #ifdef SIZEOF_VOID_P + enum { __pyx_check_sizeof_voidp = 1 / (int)(SIZEOF_VOID_P == sizeof(void*)) }; + #endif +#endif +#ifndef __has_attribute + #define __has_attribute(x) 0 +#endif +#ifndef __has_cpp_attribute + #define __has_cpp_attribute(x) 0 +#endif +#ifndef CYTHON_RESTRICT + #if defined(__GNUC__) + #define CYTHON_RESTRICT __restrict__ + #elif defined(_MSC_VER) && _MSC_VER >= 1400 + #define CYTHON_RESTRICT __restrict + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_RESTRICT restrict + #else + #define CYTHON_RESTRICT + #endif +#endif +#ifndef CYTHON_UNUSED +# if defined(__GNUC__) +# if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +#endif +#ifndef CYTHON_MAYBE_UNUSED_VAR +# if defined(__cplusplus) + template void CYTHON_MAYBE_UNUSED_VAR( const T& ) { } +# else +# define CYTHON_MAYBE_UNUSED_VAR(x) (void)(x) +# endif +#endif +#ifndef CYTHON_NCP_UNUSED +# if CYTHON_COMPILING_IN_CPYTHON +# define CYTHON_NCP_UNUSED +# else +# define CYTHON_NCP_UNUSED CYTHON_UNUSED +# endif +#endif +#define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None) +#ifdef _MSC_VER + #ifndef _MSC_STDINT_H_ + #if _MSC_VER < 1300 + typedef unsigned char uint8_t; + typedef unsigned int uint32_t; + #else + typedef unsigned __int8 uint8_t; + typedef unsigned __int32 uint32_t; + #endif + #endif +#else + #include +#endif +#ifndef CYTHON_FALLTHROUGH + #if defined(__cplusplus) && __cplusplus >= 201103L + #if __has_cpp_attribute(fallthrough) + #define CYTHON_FALLTHROUGH [[fallthrough]] + #elif __has_cpp_attribute(clang::fallthrough) + #define CYTHON_FALLTHROUGH [[clang::fallthrough]] + #elif __has_cpp_attribute(gnu::fallthrough) + #define CYTHON_FALLTHROUGH [[gnu::fallthrough]] + #endif + #endif + #ifndef CYTHON_FALLTHROUGH + #if __has_attribute(fallthrough) + #define CYTHON_FALLTHROUGH __attribute__((fallthrough)) + #else + #define CYTHON_FALLTHROUGH + #endif + #endif + #if defined(__clang__ ) && defined(__apple_build_version__) + #if __apple_build_version__ < 7000000 + #undef CYTHON_FALLTHROUGH + #define CYTHON_FALLTHROUGH + #endif + #endif +#endif + +#ifndef CYTHON_INLINE + #if defined(__clang__) + #define CYTHON_INLINE __inline__ __attribute__ ((__unused__)) + #elif defined(__GNUC__) + #define CYTHON_INLINE __inline__ + #elif defined(_MSC_VER) + #define CYTHON_INLINE __inline + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_INLINE inline + #else + #define CYTHON_INLINE + #endif +#endif + +#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag) + #define Py_OptimizeFlag 0 +#endif +#define __PYX_BUILD_PY_SSIZE_T "n" +#define CYTHON_FORMAT_SSIZE_T "z" +#if PY_MAJOR_VERSION < 3 + #define __Pyx_BUILTIN_MODULE_NAME "__builtin__" + #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\ + PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) + #define __Pyx_DefaultClassType PyClass_Type +#else + #define __Pyx_BUILTIN_MODULE_NAME "builtins" + #define __Pyx_DefaultClassType PyType_Type +#if PY_VERSION_HEX >= 0x030B00A1 + static CYTHON_INLINE PyCodeObject* __Pyx_PyCode_New(int a, int k, int l, int s, int f, + PyObject *code, PyObject *c, PyObject* n, PyObject *v, + PyObject *fv, PyObject *cell, PyObject* fn, + PyObject *name, int fline, PyObject *lnos) { + PyObject *kwds=NULL, *argcount=NULL, *posonlyargcount=NULL, *kwonlyargcount=NULL; + PyObject *nlocals=NULL, *stacksize=NULL, *flags=NULL, *replace=NULL, *call_result=NULL, *empty=NULL; + const char *fn_cstr=NULL; + const char *name_cstr=NULL; + PyCodeObject* co=NULL; + PyObject *type, *value, *traceback; + PyErr_Fetch(&type, &value, &traceback); + if (!(kwds=PyDict_New())) goto end; + if (!(argcount=PyLong_FromLong(a))) goto end; + if (PyDict_SetItemString(kwds, "co_argcount", argcount) != 0) goto end; + if (!(posonlyargcount=PyLong_FromLong(0))) goto end; + if (PyDict_SetItemString(kwds, "co_posonlyargcount", posonlyargcount) != 0) goto end; + if (!(kwonlyargcount=PyLong_FromLong(k))) goto end; + if (PyDict_SetItemString(kwds, "co_kwonlyargcount", kwonlyargcount) != 0) goto end; + if (!(nlocals=PyLong_FromLong(l))) goto end; + if (PyDict_SetItemString(kwds, "co_nlocals", nlocals) != 0) goto end; + if (!(stacksize=PyLong_FromLong(s))) goto end; + if (PyDict_SetItemString(kwds, "co_stacksize", stacksize) != 0) goto end; + if (!(flags=PyLong_FromLong(f))) goto end; + if (PyDict_SetItemString(kwds, "co_flags", flags) != 0) goto end; + if (PyDict_SetItemString(kwds, "co_code", code) != 0) goto end; + if (PyDict_SetItemString(kwds, "co_consts", c) != 0) goto end; + if (PyDict_SetItemString(kwds, "co_names", n) != 0) goto end; + if (PyDict_SetItemString(kwds, "co_varnames", v) != 0) goto end; + if (PyDict_SetItemString(kwds, "co_freevars", fv) != 0) goto end; + if (PyDict_SetItemString(kwds, "co_cellvars", cell) != 0) goto end; + if (PyDict_SetItemString(kwds, "co_linetable", lnos) != 0) goto end; + if (!(fn_cstr=PyUnicode_AsUTF8AndSize(fn, NULL))) goto end; + if (!(name_cstr=PyUnicode_AsUTF8AndSize(name, NULL))) goto end; + if (!(co = PyCode_NewEmpty(fn_cstr, name_cstr, fline))) goto end; + if (!(replace = PyObject_GetAttrString((PyObject*)co, "replace"))) goto cleanup_code_too; + if (!(empty = PyTuple_New(0))) goto cleanup_code_too; // unfortunately __pyx_empty_tuple isn't available here + if (!(call_result = PyObject_Call(replace, empty, kwds))) goto cleanup_code_too; + Py_XDECREF((PyObject*)co); + co = (PyCodeObject*)call_result; + call_result = NULL; + if (0) { + cleanup_code_too: + Py_XDECREF((PyObject*)co); + co = NULL; + } + end: + Py_XDECREF(kwds); + Py_XDECREF(argcount); + Py_XDECREF(posonlyargcount); + Py_XDECREF(kwonlyargcount); + Py_XDECREF(nlocals); + Py_XDECREF(stacksize); + Py_XDECREF(replace); + Py_XDECREF(call_result); + Py_XDECREF(empty); + if (type) { + PyErr_Restore(type, value, traceback); + } + return co; + } +#else + #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\ + PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) +#endif + #define __Pyx_DefaultClassType PyType_Type +#endif +#ifndef Py_TPFLAGS_CHECKTYPES + #define Py_TPFLAGS_CHECKTYPES 0 +#endif +#ifndef Py_TPFLAGS_HAVE_INDEX + #define Py_TPFLAGS_HAVE_INDEX 0 +#endif +#ifndef Py_TPFLAGS_HAVE_NEWBUFFER + #define Py_TPFLAGS_HAVE_NEWBUFFER 0 +#endif +#ifndef Py_TPFLAGS_HAVE_FINALIZE + #define Py_TPFLAGS_HAVE_FINALIZE 0 +#endif +#ifndef METH_STACKLESS + #define METH_STACKLESS 0 +#endif +#if PY_VERSION_HEX <= 0x030700A3 || !defined(METH_FASTCALL) + #ifndef METH_FASTCALL + #define METH_FASTCALL 0x80 + #endif + typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject *const *args, Py_ssize_t nargs); + typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords) (PyObject *self, PyObject *const *args, + Py_ssize_t nargs, PyObject *kwnames); +#else + #define __Pyx_PyCFunctionFast _PyCFunctionFast + #define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords +#endif +#if CYTHON_FAST_PYCCALL +#define __Pyx_PyFastCFunction_Check(func)\ + ((PyCFunction_Check(func) && (METH_FASTCALL == (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS))))) +#else +#define __Pyx_PyFastCFunction_Check(func) 0 +#endif +#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc) + #define PyObject_Malloc(s) PyMem_Malloc(s) + #define PyObject_Free(p) PyMem_Free(p) + #define PyObject_Realloc(p) PyMem_Realloc(p) +#endif +#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030400A1 + #define PyMem_RawMalloc(n) PyMem_Malloc(n) + #define PyMem_RawRealloc(p, n) PyMem_Realloc(p, n) + #define PyMem_RawFree(p) PyMem_Free(p) +#endif +#if CYTHON_COMPILING_IN_PYSTON + #define __Pyx_PyCode_HasFreeVars(co) PyCode_HasFreeVars(co) + #define __Pyx_PyFrame_SetLineNumber(frame, lineno) PyFrame_SetLineNumber(frame, lineno) +#else + #define __Pyx_PyCode_HasFreeVars(co) (PyCode_GetNumFree(co) > 0) + #define __Pyx_PyFrame_SetLineNumber(frame, lineno) (frame)->f_lineno = (lineno) +#endif +#if !CYTHON_FAST_THREAD_STATE || PY_VERSION_HEX < 0x02070000 + #define __Pyx_PyThreadState_Current PyThreadState_GET() +#elif PY_VERSION_HEX >= 0x03060000 + #define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet() +#elif PY_VERSION_HEX >= 0x03000000 + #define __Pyx_PyThreadState_Current PyThreadState_GET() +#else + #define __Pyx_PyThreadState_Current _PyThreadState_Current +#endif +#if PY_VERSION_HEX < 0x030700A2 && !defined(PyThread_tss_create) && !defined(Py_tss_NEEDS_INIT) +#include "pythread.h" +#define Py_tss_NEEDS_INIT 0 +typedef int Py_tss_t; +static CYTHON_INLINE int PyThread_tss_create(Py_tss_t *key) { + *key = PyThread_create_key(); + return 0; +} +static CYTHON_INLINE Py_tss_t * PyThread_tss_alloc(void) { + Py_tss_t *key = (Py_tss_t *)PyObject_Malloc(sizeof(Py_tss_t)); + *key = Py_tss_NEEDS_INIT; + return key; +} +static CYTHON_INLINE void PyThread_tss_free(Py_tss_t *key) { + PyObject_Free(key); +} +static CYTHON_INLINE int PyThread_tss_is_created(Py_tss_t *key) { + return *key != Py_tss_NEEDS_INIT; +} +static CYTHON_INLINE void PyThread_tss_delete(Py_tss_t *key) { + PyThread_delete_key(*key); + *key = Py_tss_NEEDS_INIT; +} +static CYTHON_INLINE int PyThread_tss_set(Py_tss_t *key, void *value) { + return PyThread_set_key_value(*key, value); +} +static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) { + return PyThread_get_key_value(*key); +} +#endif +#if CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized) +#define __Pyx_PyDict_NewPresized(n) ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n)) +#else +#define __Pyx_PyDict_NewPresized(n) PyDict_New() +#endif +#if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION + #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) +#else + #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y) +#endif +#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 && CYTHON_USE_UNICODE_INTERNALS +#define __Pyx_PyDict_GetItemStr(dict, name) _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash) +#else +#define __Pyx_PyDict_GetItemStr(dict, name) PyDict_GetItem(dict, name) +#endif +#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND) + #define CYTHON_PEP393_ENABLED 1 + #if defined(PyUnicode_IS_READY) + #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ?\ + 0 : _PyUnicode_Ready((PyObject *)(op))) + #else + #define __Pyx_PyUnicode_READY(op) (0) + #endif + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u) + #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) + #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) PyUnicode_MAX_CHAR_VALUE(u) + #define __Pyx_PyUnicode_KIND(u) PyUnicode_KIND(u) + #define __Pyx_PyUnicode_DATA(u) PyUnicode_DATA(u) + #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) + #define __Pyx_PyUnicode_WRITE(k, d, i, ch) PyUnicode_WRITE(k, d, i, ch) + #if defined(PyUnicode_IS_READY) && defined(PyUnicode_GET_SIZE) + #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03090000 + #define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : ((PyCompactUnicodeObject *)(u))->wstr_length)) + #else + #define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u))) + #endif + #else + #define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GET_LENGTH(u)) + #endif +#else + #define CYTHON_PEP393_ENABLED 0 + #define PyUnicode_1BYTE_KIND 1 + #define PyUnicode_2BYTE_KIND 2 + #define PyUnicode_4BYTE_KIND 4 + #define __Pyx_PyUnicode_READY(op) (0) + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u) + #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i])) + #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) ((sizeof(Py_UNICODE) == 2) ? 65535 : 1114111) + #define __Pyx_PyUnicode_KIND(u) (sizeof(Py_UNICODE)) + #define __Pyx_PyUnicode_DATA(u) ((void*)PyUnicode_AS_UNICODE(u)) + #define __Pyx_PyUnicode_READ(k, d, i) ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i])) + #define __Pyx_PyUnicode_WRITE(k, d, i, ch) (((void)(k)), ((Py_UNICODE*)d)[i] = ch) + #define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GET_SIZE(u)) +#endif +#if CYTHON_COMPILING_IN_PYPY + #define __Pyx_PyUnicode_Concat(a, b) PyNumber_Add(a, b) + #define __Pyx_PyUnicode_ConcatSafe(a, b) PyNumber_Add(a, b) +#else + #define __Pyx_PyUnicode_Concat(a, b) PyUnicode_Concat(a, b) + #define __Pyx_PyUnicode_ConcatSafe(a, b) ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\ + PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b)) +#endif +#if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains) + #define PyUnicode_Contains(u, s) PySequence_Contains(u, s) +#endif +#if CYTHON_COMPILING_IN_PYPY && !defined(PyByteArray_Check) + #define PyByteArray_Check(obj) PyObject_TypeCheck(obj, &PyByteArray_Type) +#endif +#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format) + #define PyObject_Format(obj, fmt) PyObject_CallMethod(obj, "__format__", "O", fmt) +#endif +#define __Pyx_PyString_FormatSafe(a, b) ((unlikely((a) == Py_None || (PyString_Check(b) && !PyString_CheckExact(b)))) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b)) +#define __Pyx_PyUnicode_FormatSafe(a, b) ((unlikely((a) == Py_None || (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b)) +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyString_Format(a, b) PyUnicode_Format(a, b) +#else + #define __Pyx_PyString_Format(a, b) PyString_Format(a, b) +#endif +#if PY_MAJOR_VERSION < 3 && !defined(PyObject_ASCII) + #define PyObject_ASCII(o) PyObject_Repr(o) +#endif +#if PY_MAJOR_VERSION >= 3 + #define PyBaseString_Type PyUnicode_Type + #define PyStringObject PyUnicodeObject + #define PyString_Type PyUnicode_Type + #define PyString_Check PyUnicode_Check + #define PyString_CheckExact PyUnicode_CheckExact +#ifndef PyObject_Unicode + #define PyObject_Unicode PyObject_Str +#endif +#endif +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj) + #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj) +#else + #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj)) + #define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj)) +#endif +#ifndef PySet_CheckExact + #define PySet_CheckExact(obj) (Py_TYPE(obj) == &PySet_Type) +#endif +#if PY_VERSION_HEX >= 0x030900A4 + #define __Pyx_SET_REFCNT(obj, refcnt) Py_SET_REFCNT(obj, refcnt) + #define __Pyx_SET_SIZE(obj, size) Py_SET_SIZE(obj, size) +#else + #define __Pyx_SET_REFCNT(obj, refcnt) Py_REFCNT(obj) = (refcnt) + #define __Pyx_SET_SIZE(obj, size) Py_SIZE(obj) = (size) +#endif +#if CYTHON_ASSUME_SAFE_MACROS + #define __Pyx_PySequence_SIZE(seq) Py_SIZE(seq) +#else + #define __Pyx_PySequence_SIZE(seq) PySequence_Size(seq) +#endif +#if PY_MAJOR_VERSION >= 3 + #define PyIntObject PyLongObject + #define PyInt_Type PyLong_Type + #define PyInt_Check(op) PyLong_Check(op) + #define PyInt_CheckExact(op) PyLong_CheckExact(op) + #define PyInt_FromString PyLong_FromString + #define PyInt_FromUnicode PyLong_FromUnicode + #define PyInt_FromLong PyLong_FromLong + #define PyInt_FromSize_t PyLong_FromSize_t + #define PyInt_FromSsize_t PyLong_FromSsize_t + #define PyInt_AsLong PyLong_AsLong + #define PyInt_AS_LONG PyLong_AS_LONG + #define PyInt_AsSsize_t PyLong_AsSsize_t + #define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask + #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask + #define PyNumber_Int PyNumber_Long +#endif +#if PY_MAJOR_VERSION >= 3 + #define PyBoolObject PyLongObject +#endif +#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY + #ifndef PyUnicode_InternFromString + #define PyUnicode_InternFromString(s) PyUnicode_FromString(s) + #endif +#endif +#if PY_VERSION_HEX < 0x030200A4 + typedef long Py_hash_t; + #define __Pyx_PyInt_FromHash_t PyInt_FromLong + #define __Pyx_PyInt_AsHash_t __Pyx_PyIndex_AsHash_t +#else + #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t + #define __Pyx_PyInt_AsHash_t __Pyx_PyIndex_AsSsize_t +#endif +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyMethod_New(func, self, klass) ((self) ? ((void)(klass), PyMethod_New(func, self)) : __Pyx_NewRef(func)) +#else + #define __Pyx_PyMethod_New(func, self, klass) PyMethod_New(func, self, klass) +#endif +#if CYTHON_USE_ASYNC_SLOTS + #if PY_VERSION_HEX >= 0x030500B1 + #define __Pyx_PyAsyncMethodsStruct PyAsyncMethods + #define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async) + #else + #define __Pyx_PyType_AsAsync(obj) ((__Pyx_PyAsyncMethodsStruct*) (Py_TYPE(obj)->tp_reserved)) + #endif +#else + #define __Pyx_PyType_AsAsync(obj) NULL +#endif +#ifndef __Pyx_PyAsyncMethodsStruct + typedef struct { + unaryfunc am_await; + unaryfunc am_aiter; + unaryfunc am_anext; + } __Pyx_PyAsyncMethodsStruct; +#endif + +#if defined(WIN32) || defined(MS_WINDOWS) + #define _USE_MATH_DEFINES +#endif +#include +#ifdef NAN +#define __PYX_NAN() ((float) NAN) +#else +static CYTHON_INLINE float __PYX_NAN() { + float value; + memset(&value, 0xFF, sizeof(value)); + return value; +} +#endif +#if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL) +#define __Pyx_truncl trunc +#else +#define __Pyx_truncl truncl +#endif + +#define __PYX_MARK_ERR_POS(f_index, lineno) \ + { __pyx_filename = __pyx_f[f_index]; (void)__pyx_filename; __pyx_lineno = lineno; (void)__pyx_lineno; __pyx_clineno = __LINE__; (void)__pyx_clineno; } +#define __PYX_ERR(f_index, lineno, Ln_error) \ + { __PYX_MARK_ERR_POS(f_index, lineno) goto Ln_error; } + +#ifndef __PYX_EXTERN_C + #ifdef __cplusplus + #define __PYX_EXTERN_C extern "C" + #else + #define __PYX_EXTERN_C extern + #endif +#endif + +#define __PYX_HAVE__pynars__utils__SparseLUT__sparse_lut +#define __PYX_HAVE_API__pynars__utils__SparseLUT__sparse_lut +/* Early includes */ +#ifdef _OPENMP +#include +#endif /* _OPENMP */ + +#if defined(PYREX_WITHOUT_ASSERTIONS) && !defined(CYTHON_WITHOUT_ASSERTIONS) +#define CYTHON_WITHOUT_ASSERTIONS +#endif + +typedef struct {PyObject **p; const char *s; const Py_ssize_t n; const char* encoding; + const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; + +#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0 +#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0 +#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT (PY_MAJOR_VERSION >= 3 && __PYX_DEFAULT_STRING_ENCODING_IS_UTF8) +#define __PYX_DEFAULT_STRING_ENCODING "" +#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString +#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize +#define __Pyx_uchar_cast(c) ((unsigned char)c) +#define __Pyx_long_cast(x) ((long)x) +#define __Pyx_fits_Py_ssize_t(v, type, is_signed) (\ + (sizeof(type) < sizeof(Py_ssize_t)) ||\ + (sizeof(type) > sizeof(Py_ssize_t) &&\ + likely(v < (type)PY_SSIZE_T_MAX ||\ + v == (type)PY_SSIZE_T_MAX) &&\ + (!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||\ + v == (type)PY_SSIZE_T_MIN))) ||\ + (sizeof(type) == sizeof(Py_ssize_t) &&\ + (is_signed || likely(v < (type)PY_SSIZE_T_MAX ||\ + v == (type)PY_SSIZE_T_MAX))) ) +static CYTHON_INLINE int __Pyx_is_valid_index(Py_ssize_t i, Py_ssize_t limit) { + return (size_t) i < (size_t) limit; +} +#if defined (__cplusplus) && __cplusplus >= 201103L + #include + #define __Pyx_sst_abs(value) std::abs(value) +#elif SIZEOF_INT >= SIZEOF_SIZE_T + #define __Pyx_sst_abs(value) abs(value) +#elif SIZEOF_LONG >= SIZEOF_SIZE_T + #define __Pyx_sst_abs(value) labs(value) +#elif defined (_MSC_VER) + #define __Pyx_sst_abs(value) ((Py_ssize_t)_abs64(value)) +#elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define __Pyx_sst_abs(value) llabs(value) +#elif defined (__GNUC__) + #define __Pyx_sst_abs(value) __builtin_llabs(value) +#else + #define __Pyx_sst_abs(value) ((value<0) ? -value : value) +#endif +static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*); +static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length); +#define __Pyx_PyByteArray_FromString(s) PyByteArray_FromStringAndSize((const char*)s, strlen((const char*)s)) +#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l) +#define __Pyx_PyBytes_FromString PyBytes_FromString +#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize +static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char*); +#if PY_MAJOR_VERSION < 3 + #define __Pyx_PyStr_FromString __Pyx_PyBytes_FromString + #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize +#else + #define __Pyx_PyStr_FromString __Pyx_PyUnicode_FromString + #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize +#endif +#define __Pyx_PyBytes_AsWritableString(s) ((char*) PyBytes_AS_STRING(s)) +#define __Pyx_PyBytes_AsWritableSString(s) ((signed char*) PyBytes_AS_STRING(s)) +#define __Pyx_PyBytes_AsWritableUString(s) ((unsigned char*) PyBytes_AS_STRING(s)) +#define __Pyx_PyBytes_AsString(s) ((const char*) PyBytes_AS_STRING(s)) +#define __Pyx_PyBytes_AsSString(s) ((const signed char*) PyBytes_AS_STRING(s)) +#define __Pyx_PyBytes_AsUString(s) ((const unsigned char*) PyBytes_AS_STRING(s)) +#define __Pyx_PyObject_AsWritableString(s) ((char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_AsWritableSString(s) ((signed char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_AsWritableUString(s) ((unsigned char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_AsSString(s) ((const signed char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_AsUString(s) ((const unsigned char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_FromCString(s) __Pyx_PyObject_FromString((const char*)s) +#define __Pyx_PyBytes_FromCString(s) __Pyx_PyBytes_FromString((const char*)s) +#define __Pyx_PyByteArray_FromCString(s) __Pyx_PyByteArray_FromString((const char*)s) +#define __Pyx_PyStr_FromCString(s) __Pyx_PyStr_FromString((const char*)s) +#define __Pyx_PyUnicode_FromCString(s) __Pyx_PyUnicode_FromString((const char*)s) +static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) { + const Py_UNICODE *u_end = u; + while (*u_end++) ; + return (size_t)(u_end - u - 1); +} +#define __Pyx_PyUnicode_FromUnicode(u) PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u)) +#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode +#define __Pyx_PyUnicode_AsUnicode PyUnicode_AsUnicode +#define __Pyx_NewRef(obj) (Py_INCREF(obj), obj) +#define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None) +static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b); +static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*); +static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject*); +static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x); +#define __Pyx_PySequence_Tuple(obj)\ + (likely(PyTuple_CheckExact(obj)) ? __Pyx_NewRef(obj) : PySequence_Tuple(obj)) +static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*); +static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t); +static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject*); +#if CYTHON_ASSUME_SAFE_MACROS +#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x)) +#else +#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x) +#endif +#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x)) +#if PY_MAJOR_VERSION >= 3 +#define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x)) +#else +#define __Pyx_PyNumber_Int(x) (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x)) +#endif +#define __Pyx_PyNumber_Float(x) (PyFloat_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Float(x)) +#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII +static int __Pyx_sys_getdefaultencoding_not_ascii; +static int __Pyx_init_sys_getdefaultencoding_params(void) { + PyObject* sys; + PyObject* default_encoding = NULL; + PyObject* ascii_chars_u = NULL; + PyObject* ascii_chars_b = NULL; + const char* default_encoding_c; + sys = PyImport_ImportModule("sys"); + if (!sys) goto bad; + default_encoding = PyObject_CallMethod(sys, (char*) "getdefaultencoding", NULL); + Py_DECREF(sys); + if (!default_encoding) goto bad; + default_encoding_c = PyBytes_AsString(default_encoding); + if (!default_encoding_c) goto bad; + if (strcmp(default_encoding_c, "ascii") == 0) { + __Pyx_sys_getdefaultencoding_not_ascii = 0; + } else { + char ascii_chars[128]; + int c; + for (c = 0; c < 128; c++) { + ascii_chars[c] = c; + } + __Pyx_sys_getdefaultencoding_not_ascii = 1; + ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL); + if (!ascii_chars_u) goto bad; + ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL); + if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || memcmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) { + PyErr_Format( + PyExc_ValueError, + "This module compiled with c_string_encoding=ascii, but default encoding '%.200s' is not a superset of ascii.", + default_encoding_c); + goto bad; + } + Py_DECREF(ascii_chars_u); + Py_DECREF(ascii_chars_b); + } + Py_DECREF(default_encoding); + return 0; +bad: + Py_XDECREF(default_encoding); + Py_XDECREF(ascii_chars_u); + Py_XDECREF(ascii_chars_b); + return -1; +} +#endif +#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3 +#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL) +#else +#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL) +#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT +static char* __PYX_DEFAULT_STRING_ENCODING; +static int __Pyx_init_sys_getdefaultencoding_params(void) { + PyObject* sys; + PyObject* default_encoding = NULL; + char* default_encoding_c; + sys = PyImport_ImportModule("sys"); + if (!sys) goto bad; + default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL); + Py_DECREF(sys); + if (!default_encoding) goto bad; + default_encoding_c = PyBytes_AsString(default_encoding); + if (!default_encoding_c) goto bad; + __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c) + 1); + if (!__PYX_DEFAULT_STRING_ENCODING) goto bad; + strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c); + Py_DECREF(default_encoding); + return 0; +bad: + Py_XDECREF(default_encoding); + return -1; +} +#endif +#endif + + +/* Test for GCC > 2.95 */ +#if defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95))) + #define likely(x) __builtin_expect(!!(x), 1) + #define unlikely(x) __builtin_expect(!!(x), 0) +#else /* !__GNUC__ or GCC < 2.95 */ + #define likely(x) (x) + #define unlikely(x) (x) +#endif /* __GNUC__ */ +static CYTHON_INLINE void __Pyx_pretend_to_initialize(void* ptr) { (void)ptr; } + +static PyObject *__pyx_m = NULL; +static PyObject *__pyx_d; +static PyObject *__pyx_b; +static PyObject *__pyx_cython_runtime = NULL; +static PyObject *__pyx_empty_tuple; +static PyObject *__pyx_empty_bytes; +static PyObject *__pyx_empty_unicode; +static int __pyx_lineno; +static int __pyx_clineno = 0; +static const char * __pyx_cfilenm= __FILE__; +static const char *__pyx_filename; + + +static const char *__pyx_f[] = { + "sparse_lut.py", +}; + +/*--- Type declarations ---*/ +struct __pyx_obj_6pynars_5utils_9SparseLUT_10sparse_lut___pyx_scope_struct__build; + +/* "pynars/utils/SparseLUT/sparse_lut.py":31 + * + * + * def build(self, clear=True): # <<<<<<<<<<<<<< + * if len(self.data) == 0: return + * for i, (indices, value) in enumerate(tqdm(self.data)): + */ +struct __pyx_obj_6pynars_5utils_9SparseLUT_10sparse_lut___pyx_scope_struct__build { + PyObject_HEAD + PyObject *__pyx_v_self; + PyObject *__pyx_v_set_value; +}; + + +/* --- Runtime support code (head) --- */ +/* Refnanny.proto */ +#ifndef CYTHON_REFNANNY + #define CYTHON_REFNANNY 0 +#endif +#if CYTHON_REFNANNY + typedef struct { + void (*INCREF)(void*, PyObject*, int); + void (*DECREF)(void*, PyObject*, int); + void (*GOTREF)(void*, PyObject*, int); + void (*GIVEREF)(void*, PyObject*, int); + void* (*SetupContext)(const char*, int, const char*); + void (*FinishContext)(void**); + } __Pyx_RefNannyAPIStruct; + static __Pyx_RefNannyAPIStruct *__Pyx_RefNanny = NULL; + static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname); 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}} while(0) + #define __Pyx_XDECREF(r) do { if((r) != NULL) {__Pyx_DECREF(r); }} while(0) + #define __Pyx_XGOTREF(r) do { if((r) != NULL) {__Pyx_GOTREF(r); }} while(0) + #define __Pyx_XGIVEREF(r) do { if((r) != NULL) {__Pyx_GIVEREF(r);}} while(0) +#else + #define __Pyx_RefNannyDeclarations + #define __Pyx_RefNannySetupContext(name, acquire_gil) + #define __Pyx_RefNannyFinishContext() + #define __Pyx_INCREF(r) Py_INCREF(r) + #define __Pyx_DECREF(r) Py_DECREF(r) + #define __Pyx_GOTREF(r) + #define __Pyx_GIVEREF(r) + #define __Pyx_XINCREF(r) Py_XINCREF(r) + #define __Pyx_XDECREF(r) Py_XDECREF(r) + #define __Pyx_XGOTREF(r) + #define __Pyx_XGIVEREF(r) +#endif +#define __Pyx_XDECREF_SET(r, v) do {\ + PyObject *tmp = (PyObject *) r;\ + r = v; __Pyx_XDECREF(tmp);\ + } while (0) +#define __Pyx_DECREF_SET(r, v) do {\ + PyObject *tmp = (PyObject *) r;\ + r = v; __Pyx_DECREF(tmp);\ + } while (0) +#define __Pyx_CLEAR(r) do { PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);} while(0) +#define __Pyx_XCLEAR(r) do { if((r) != NULL) {PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);}} while(0) + +/* PyObjectGetAttrStr.proto */ +#if CYTHON_USE_TYPE_SLOTS +static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name); +#else +#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n) +#endif + +/* GetBuiltinName.proto */ +static PyObject *__Pyx_GetBuiltinName(PyObject *name); + +/* RaiseArgTupleInvalid.proto */ +static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact, + Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found); + +/* RaiseDoubleKeywords.proto */ +static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name); + +/* ParseKeywords.proto */ +static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[],\ + PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args,\ + const char* function_name); + +/* ArgTypeTest.proto */ +#define __Pyx_ArgTypeTest(obj, type, none_allowed, name, exact)\ + ((likely((Py_TYPE(obj) == type) | (none_allowed && (obj == Py_None)))) ? 1 :\ + __Pyx__ArgTypeTest(obj, type, name, exact)) +static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact); + +/* PyObjectSetAttrStr.proto */ +#if CYTHON_USE_TYPE_SLOTS +#define __Pyx_PyObject_DelAttrStr(o,n) __Pyx_PyObject_SetAttrStr(o, n, NULL) +static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value); +#else +#define __Pyx_PyObject_DelAttrStr(o,n) PyObject_DelAttr(o,n) +#define __Pyx_PyObject_SetAttrStr(o,n,v) PyObject_SetAttr(o,n,v) +#endif + +/* PyDictVersioning.proto */ +#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS +#define __PYX_DICT_VERSION_INIT ((PY_UINT64_T) -1) +#define __PYX_GET_DICT_VERSION(dict) (((PyDictObject*)(dict))->ma_version_tag) +#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)\ + (version_var) = __PYX_GET_DICT_VERSION(dict);\ + (cache_var) = (value); +#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) {\ + static PY_UINT64_T __pyx_dict_version = 0;\ + static PyObject *__pyx_dict_cached_value = NULL;\ + if (likely(__PYX_GET_DICT_VERSION(DICT) == __pyx_dict_version)) {\ + (VAR) = __pyx_dict_cached_value;\ + } else {\ + (VAR) = __pyx_dict_cached_value = (LOOKUP);\ + __pyx_dict_version = __PYX_GET_DICT_VERSION(DICT);\ + }\ +} +static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj); +static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj); +static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version); +#else +#define __PYX_GET_DICT_VERSION(dict) (0) +#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var) +#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) (VAR) = (LOOKUP); +#endif + +/* GetModuleGlobalName.proto */ +#if CYTHON_USE_DICT_VERSIONS +#define __Pyx_GetModuleGlobalName(var, name) {\ + static PY_UINT64_T __pyx_dict_version = 0;\ + static PyObject *__pyx_dict_cached_value = NULL;\ + (var) = (likely(__pyx_dict_version == __PYX_GET_DICT_VERSION(__pyx_d))) ?\ + (likely(__pyx_dict_cached_value) ? __Pyx_NewRef(__pyx_dict_cached_value) : __Pyx_GetBuiltinName(name)) :\ + __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\ +} +#define __Pyx_GetModuleGlobalNameUncached(var, name) {\ + PY_UINT64_T __pyx_dict_version;\ + PyObject *__pyx_dict_cached_value;\ + (var) = __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\ +} +static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value); +#else +#define __Pyx_GetModuleGlobalName(var, name) (var) = __Pyx__GetModuleGlobalName(name) +#define __Pyx_GetModuleGlobalNameUncached(var, name) (var) = __Pyx__GetModuleGlobalName(name) +static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name); +#endif + +/* PyCFunctionFastCall.proto */ +#if CYTHON_FAST_PYCCALL +static CYTHON_INLINE PyObject *__Pyx_PyCFunction_FastCall(PyObject *func, PyObject **args, Py_ssize_t nargs); +#else +#define __Pyx_PyCFunction_FastCall(func, args, nargs) (assert(0), NULL) +#endif + +/* PyFunctionFastCall.proto */ +#if CYTHON_FAST_PYCALL +#define __Pyx_PyFunction_FastCall(func, args, nargs)\ + __Pyx_PyFunction_FastCallDict((func), (args), (nargs), NULL) +#if 1 || PY_VERSION_HEX < 0x030600B1 +static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, Py_ssize_t nargs, PyObject *kwargs); +#else +#define __Pyx_PyFunction_FastCallDict(func, args, nargs, kwargs) _PyFunction_FastCallDict(func, args, nargs, kwargs) +#endif +#define __Pyx_BUILD_ASSERT_EXPR(cond)\ + (sizeof(char [1 - 2*!(cond)]) - 1) +#ifndef Py_MEMBER_SIZE +#define Py_MEMBER_SIZE(type, member) sizeof(((type *)0)->member) +#endif +#if CYTHON_FAST_PYCALL + static size_t __pyx_pyframe_localsplus_offset = 0; + #include "frameobject.h" + #define __Pxy_PyFrame_Initialize_Offsets()\ + ((void)__Pyx_BUILD_ASSERT_EXPR(sizeof(PyFrameObject) == offsetof(PyFrameObject, f_localsplus) + Py_MEMBER_SIZE(PyFrameObject, f_localsplus)),\ + (void)(__pyx_pyframe_localsplus_offset = ((size_t)PyFrame_Type.tp_basicsize) - Py_MEMBER_SIZE(PyFrameObject, f_localsplus))) + #define __Pyx_PyFrame_GetLocalsplus(frame)\ + (assert(__pyx_pyframe_localsplus_offset), (PyObject **)(((char *)(frame)) + __pyx_pyframe_localsplus_offset)) +#endif // CYTHON_FAST_PYCALL +#endif + +/* PyObjectCall.proto */ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw); +#else +#define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw) +#endif + +/* PyObjectCall2Args.proto */ +static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2); + +/* PyObjectCallMethO.proto */ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg); +#endif + +/* PyObjectCallOneArg.proto */ +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg); + +/* ListAppend.proto */ +#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS +static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) { + PyListObject* L = (PyListObject*) list; + Py_ssize_t len = Py_SIZE(list); + if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) { + Py_INCREF(x); + PyList_SET_ITEM(list, len, x); + __Pyx_SET_SIZE(list, len + 1); + return 0; + } + return PyList_Append(list, x); +} +#else +#define __Pyx_PyList_Append(L,x) PyList_Append(L,x) +#endif + +/* PyObjectGetMethod.proto */ +static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method); + +/* PyObjectCallMethod1.proto */ +static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg); + +/* append.proto */ +static CYTHON_INLINE int __Pyx_PyObject_Append(PyObject* L, PyObject* x); + +/* None.proto */ +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname); + +/* PyObjectCallNoArg.proto */ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func); +#else +#define __Pyx_PyObject_CallNoArg(func) __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL) +#endif + +/* PyIntBinop.proto */ +#if !CYTHON_COMPILING_IN_PYPY +static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check); +#else +#define __Pyx_PyInt_AddObjC(op1, op2, intval, inplace, zerodivision_check)\ + (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2)) +#endif + +/* RaiseTooManyValuesToUnpack.proto */ +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); + +/* RaiseNeedMoreValuesToUnpack.proto */ +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); + +/* IterFinish.proto */ +static CYTHON_INLINE int __Pyx_IterFinish(void); + +/* UnpackItemEndCheck.proto */ +static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected); + +/* GetItemInt.proto */ +#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ + __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) :\ + (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) :\ + __Pyx_GetItemInt_Generic(o, to_py_func(i)))) +#define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ + __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\ + (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL)) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ + __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\ + (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL)) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j); +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, + int is_list, int wraparound, int boundscheck); + +/* ObjectGetItem.proto */ +#if CYTHON_USE_TYPE_SLOTS +static CYTHON_INLINE PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject* key); +#else +#define __Pyx_PyObject_GetItem(obj, key) PyObject_GetItem(obj, key) +#endif + +/* FetchCommonType.proto */ +static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type); + +/* CythonFunctionShared.proto */ +#define __Pyx_CyFunction_USED 1 +#define __Pyx_CYFUNCTION_STATICMETHOD 0x01 +#define __Pyx_CYFUNCTION_CLASSMETHOD 0x02 +#define __Pyx_CYFUNCTION_CCLASS 0x04 +#define __Pyx_CyFunction_GetClosure(f)\ + (((__pyx_CyFunctionObject *) (f))->func_closure) +#define __Pyx_CyFunction_GetClassObj(f)\ + (((__pyx_CyFunctionObject *) (f))->func_classobj) +#define __Pyx_CyFunction_Defaults(type, f)\ + ((type *)(((__pyx_CyFunctionObject *) (f))->defaults)) +#define __Pyx_CyFunction_SetDefaultsGetter(f, g)\ + ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g) +typedef struct { + PyCFunctionObject func; +#if PY_VERSION_HEX < 0x030500A0 + PyObject *func_weakreflist; +#endif + PyObject *func_dict; + PyObject *func_name; + PyObject *func_qualname; + PyObject *func_doc; + PyObject *func_globals; + PyObject *func_code; + PyObject *func_closure; + PyObject *func_classobj; + void *defaults; + int defaults_pyobjects; + size_t defaults_size; // used by FusedFunction for copying defaults + int flags; + PyObject *defaults_tuple; + PyObject *defaults_kwdict; + PyObject *(*defaults_getter)(PyObject *); + PyObject *func_annotations; +} __pyx_CyFunctionObject; +static PyTypeObject *__pyx_CyFunctionType = 0; +#define __Pyx_CyFunction_Check(obj) (__Pyx_TypeCheck(obj, __pyx_CyFunctionType)) +static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject* op, PyMethodDef *ml, + int flags, PyObject* qualname, + PyObject *self, + PyObject *module, PyObject *globals, + PyObject* code); +static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *m, + size_t size, + int pyobjects); +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m, + PyObject *tuple); +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m, + PyObject *dict); +static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m, + PyObject *dict); +static int __pyx_CyFunction_init(void); + +/* CythonFunction.proto */ +static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml, + int flags, PyObject* qualname, + PyObject *closure, + PyObject *module, PyObject *globals, + PyObject* code); + +/* PyObjectFormatSimple.proto */ +#if CYTHON_COMPILING_IN_PYPY + #define __Pyx_PyObject_FormatSimple(s, f) (\ + likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\ + PyObject_Format(s, f)) +#elif PY_MAJOR_VERSION < 3 + #define __Pyx_PyObject_FormatSimple(s, f) (\ + likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\ + likely(PyString_CheckExact(s)) ? PyUnicode_FromEncodedObject(s, NULL, "strict") :\ + PyObject_Format(s, f)) +#elif CYTHON_USE_TYPE_SLOTS + #define __Pyx_PyObject_FormatSimple(s, f) (\ + likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\ + likely(PyLong_CheckExact(s)) ? PyLong_Type.tp_str(s) :\ + likely(PyFloat_CheckExact(s)) ? PyFloat_Type.tp_str(s) :\ + PyObject_Format(s, f)) +#else + #define __Pyx_PyObject_FormatSimple(s, f) (\ + likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\ + PyObject_Format(s, f)) +#endif + +/* PyObjectLookupSpecial.proto */ +#if CYTHON_USE_PYTYPE_LOOKUP && CYTHON_USE_TYPE_SLOTS +static CYTHON_INLINE PyObject* __Pyx_PyObject_LookupSpecial(PyObject* obj, PyObject* attr_name) { + PyObject *res; + PyTypeObject *tp = Py_TYPE(obj); +#if PY_MAJOR_VERSION < 3 + if (unlikely(PyInstance_Check(obj))) + return __Pyx_PyObject_GetAttrStr(obj, attr_name); +#endif + res = _PyType_Lookup(tp, attr_name); + if (likely(res)) { + descrgetfunc f = Py_TYPE(res)->tp_descr_get; + if (!f) { + Py_INCREF(res); + } else { + res = f(res, obj, (PyObject *)tp); + } + } else { + PyErr_SetObject(PyExc_AttributeError, attr_name); + } + return res; +} +#else +#define __Pyx_PyObject_LookupSpecial(o,n) __Pyx_PyObject_GetAttrStr(o,n) +#endif + +/* GetTopmostException.proto */ +#if CYTHON_USE_EXC_INFO_STACK +static _PyErr_StackItem * __Pyx_PyErr_GetTopmostException(PyThreadState *tstate); +#endif + +/* PyThreadStateGet.proto */ +#if CYTHON_FAST_THREAD_STATE +#define __Pyx_PyThreadState_declare PyThreadState *__pyx_tstate; +#define __Pyx_PyThreadState_assign __pyx_tstate = __Pyx_PyThreadState_Current; +#define __Pyx_PyErr_Occurred() __pyx_tstate->curexc_type +#else +#define __Pyx_PyThreadState_declare +#define __Pyx_PyThreadState_assign +#define __Pyx_PyErr_Occurred() PyErr_Occurred() +#endif + +/* SaveResetException.proto */ +#if CYTHON_FAST_THREAD_STATE +#define __Pyx_ExceptionSave(type, value, tb) __Pyx__ExceptionSave(__pyx_tstate, type, value, tb) +static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); +#define __Pyx_ExceptionReset(type, value, tb) __Pyx__ExceptionReset(__pyx_tstate, type, value, tb) +static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb); +#else +#define __Pyx_ExceptionSave(type, value, tb) PyErr_GetExcInfo(type, value, tb) +#define __Pyx_ExceptionReset(type, value, tb) PyErr_SetExcInfo(type, value, tb) +#endif + +/* GetException.proto */ +#if CYTHON_FAST_THREAD_STATE +#define __Pyx_GetException(type, value, tb) __Pyx__GetException(__pyx_tstate, type, value, tb) +static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); +#else +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); +#endif + +/* PyErrFetchRestore.proto */ +#if CYTHON_FAST_THREAD_STATE +#define __Pyx_PyErr_Clear() __Pyx_ErrRestore(NULL, NULL, NULL) +#define __Pyx_ErrRestoreWithState(type, value, tb) __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb) +#define __Pyx_ErrFetchWithState(type, value, tb) __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb) +#define __Pyx_ErrRestore(type, value, tb) __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb) +#define __Pyx_ErrFetch(type, value, tb) __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb) +static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb); +static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); +#if CYTHON_COMPILING_IN_CPYTHON +#define __Pyx_PyErr_SetNone(exc) (Py_INCREF(exc), __Pyx_ErrRestore((exc), NULL, NULL)) +#else +#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc) +#endif +#else +#define __Pyx_PyErr_Clear() PyErr_Clear() +#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc) +#define __Pyx_ErrRestoreWithState(type, value, tb) PyErr_Restore(type, value, tb) +#define __Pyx_ErrFetchWithState(type, value, tb) PyErr_Fetch(type, value, tb) +#define __Pyx_ErrRestoreInState(tstate, type, value, tb) PyErr_Restore(type, value, tb) +#define __Pyx_ErrFetchInState(tstate, type, value, tb) PyErr_Fetch(type, value, tb) +#define __Pyx_ErrRestore(type, value, tb) PyErr_Restore(type, value, tb) +#define __Pyx_ErrFetch(type, value, tb) PyErr_Fetch(type, value, tb) +#endif + +/* SliceTupleAndList.proto */ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyList_GetSlice(PyObject* src, Py_ssize_t start, Py_ssize_t stop); +static CYTHON_INLINE PyObject* __Pyx_PyTuple_GetSlice(PyObject* src, Py_ssize_t start, Py_ssize_t stop); +#else +#define __Pyx_PyList_GetSlice(seq, start, stop) PySequence_GetSlice(seq, start, stop) +#define __Pyx_PyTuple_GetSlice(seq, start, stop) PySequence_GetSlice(seq, start, stop) +#endif + +/* IncludeStringH.proto */ +#include + +/* PyObject_GenericGetAttrNoDict.proto */ +#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000 +static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name); +#else +#define __Pyx_PyObject_GenericGetAttrNoDict PyObject_GenericGetAttr +#endif + +/* Import.proto */ +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); + +/* ImportFrom.proto */ +static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name); + +/* SetNameInClass.proto */ +#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 +#define __Pyx_SetNameInClass(ns, name, value)\ + (likely(PyDict_CheckExact(ns)) ? _PyDict_SetItem_KnownHash(ns, name, value, ((PyASCIIObject *) name)->hash) : PyObject_SetItem(ns, name, value)) +#elif CYTHON_COMPILING_IN_CPYTHON +#define __Pyx_SetNameInClass(ns, name, value)\ + (likely(PyDict_CheckExact(ns)) ? PyDict_SetItem(ns, name, value) : PyObject_SetItem(ns, name, value)) +#else +#define __Pyx_SetNameInClass(ns, name, value) PyObject_SetItem(ns, name, value) +#endif + +/* CalculateMetaclass.proto */ +static PyObject *__Pyx_CalculateMetaclass(PyTypeObject *metaclass, PyObject *bases); + +/* Py3ClassCreate.proto */ +static PyObject *__Pyx_Py3MetaclassPrepare(PyObject *metaclass, PyObject *bases, PyObject *name, PyObject *qualname, + PyObject *mkw, PyObject *modname, PyObject *doc); +static PyObject *__Pyx_Py3ClassCreate(PyObject *metaclass, PyObject *name, PyObject *bases, PyObject *dict, + PyObject *mkw, int calculate_metaclass, int allow_py2_metaclass); + +/* CLineInTraceback.proto */ +#ifdef CYTHON_CLINE_IN_TRACEBACK +#define __Pyx_CLineForTraceback(tstate, c_line) (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0) +#else +static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line); +#endif + +/* CodeObjectCache.proto */ +typedef struct { + PyCodeObject* code_object; + int code_line; +} __Pyx_CodeObjectCacheEntry; +struct __Pyx_CodeObjectCache { + int count; + int max_count; + __Pyx_CodeObjectCacheEntry* entries; +}; +static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL}; +static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line); +static PyCodeObject *__pyx_find_code_object(int code_line); +static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object); + +/* AddTraceback.proto */ +static void __Pyx_AddTraceback(const char *funcname, int c_line, + int py_line, const char *filename); + +/* GCCDiagnostics.proto */ +#if defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 6)) +#define __Pyx_HAS_GCC_DIAGNOSTIC +#endif + +/* CIntToPy.proto */ +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); + +/* CIntFromPy.proto */ +static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *); + +/* CIntFromPy.proto */ +static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); + +/* FastTypeChecks.proto */ +#if CYTHON_COMPILING_IN_CPYTHON +#define __Pyx_TypeCheck(obj, type) __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type) +static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b); +static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject *type); +static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2); +#else +#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type) +#define __Pyx_PyErr_GivenExceptionMatches(err, type) PyErr_GivenExceptionMatches(err, type) +#define __Pyx_PyErr_GivenExceptionMatches2(err, type1, type2) (PyErr_GivenExceptionMatches(err, type1) || PyErr_GivenExceptionMatches(err, type2)) +#endif +#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception) + +/* CheckBinaryVersion.proto */ +static int __Pyx_check_binary_version(void); + +/* InitStrings.proto */ +static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); + + +/* Module declarations from 'pynars.utils.SparseLUT.sparse_lut' */ +static PyTypeObject *__pyx_ptype_6pynars_5utils_9SparseLUT_10sparse_lut___pyx_scope_struct__build = 0; +#define __Pyx_MODULE_NAME "pynars.utils.SparseLUT.sparse_lut" +extern int __pyx_module_is_main_pynars__utils__SparseLUT__sparse_lut; +int __pyx_module_is_main_pynars__utils__SparseLUT__sparse_lut = 0; + +/* Implementation of 'pynars.utils.SparseLUT.sparse_lut' */ +static PyObject *__pyx_builtin_enumerate; +static PyObject *__pyx_builtin_open; +static const char __pyx_k_f[] = "f"; +static const char __pyx_k_i[] = "i"; +static const char __pyx_k_rb[] = "rb"; +static const char __pyx_k_wb[] = "wb"; +static const char __pyx_k_Any[] = "Any"; +static const char __pyx_k_LUT[] = "LUT"; +static const char __pyx_k_add[] = "add"; +static const char __pyx_k_doc[] = "__doc__"; +static const char __pyx_k_get[] = "get"; +static const char __pyx_k_key[] = "key"; +static const char __pyx_k_len[] = "__len__"; +static const char __pyx_k_lut[] = "lut"; +static const char __pyx_k_pkl[] = ".pkl"; +static const char __pyx_k_str[] = "str"; +static const char __pyx_k_List[] = "List"; +static const char __pyx_k_Node[] = "Node"; +static const char __pyx_k_Path[] = "Path"; +static const char __pyx_k_copy[] = "copy"; +static const char __pyx_k_data[] = "data"; +static const char __pyx_k_draw[] = "draw"; +static const char __pyx_k_dump[] = "dump"; +static const char __pyx_k_exit[] = "__exit__"; +static const char __pyx_k_init[] = "__init__"; +static const char __pyx_k_keys[] = "keys"; +static const char __pyx_k_load[] = "load"; +static const char __pyx_k_main[] = "__main__"; +static const char __pyx_k_name[] = "__name__"; +static const char __pyx_k_open[] = "open"; +static const char __pyx_k_self[] = "self"; +static const char __pyx_k_test[] = "__test__"; +static const char __pyx_k_tqdm[] = "tqdm"; +static const char __pyx_k_Tuple[] = "Tuple"; +static const char __pyx_k_Union[] = "Union"; +static const char __pyx_k_blist[] = "blist"; +static const char __pyx_k_build[] = "build"; +static const char __pyx_k_clear[] = "clear"; +static const char __pyx_k_depth[] = "depth"; +static const char __pyx_k_enter[] = "__enter__"; +static const char __pyx_k_index[] = "index"; +static const char __pyx_k_shape[] = "shape"; +static const char __pyx_k_tuple[] = "tuple"; +static const char __pyx_k_value[] = "value"; +static const char __pyx_k_append[] = "append"; +static const char __pyx_k_blists[] = "blists"; +static const char __pyx_k_import[] = "__import__"; +static const char __pyx_k_module[] = "__module__"; +static const char __pyx_k_pickle[] = "pickle"; +static const char __pyx_k_return[] = "return"; +static const char __pyx_k_typing[] = "typing"; +static const char __pyx_k_values[] = "values"; +static const char __pyx_k_getitem[] = "__getitem__"; +static const char __pyx_k_i_depth[] = "i_depth"; +static const char __pyx_k_indices[] = "indices"; +static const char __pyx_k_pathlib[] = "pathlib"; +static const char __pyx_k_prepare[] = "__prepare__"; +static const char __pyx_k_setitem[] = "__setitem__"; +static const char __pyx_k_deepcopy[] = "deepcopy"; +static const char __pyx_k_lut_next[] = "lut_next"; +static const char __pyx_k_qualname[] = "__qualname__"; +static const char __pyx_k_SparseLUT[] = "SparseLUT"; +static const char __pyx_k_enumerate[] = "enumerate"; +static const char __pyx_k_metaclass[] = "__metaclass__"; +static const char __pyx_k_root_path[] = "root_path"; +static const char __pyx_k_set_value[] = "set_value"; +static const char __pyx_k_BranchList[] = "BranchList"; +static const char __pyx_k_OrderedSet[] = "OrderedSet"; +static const char __pyx_k_blist_next[] = "blist_next"; +static const char __pyx_k_name_cache[] = "name_cache"; +static const char __pyx_k_next_nodes[] = "next_nodes"; +static const char __pyx_k_branch_list[] = "branch_list"; +static const char __pyx_k_ordered_set[] = "ordered_set"; +static const char __pyx_k_show_labels[] = "show_labels"; +static const char __pyx_k_SparseLUT_add[] = "SparseLUT.add"; +static const char __pyx_k_SparseLUT_get[] = "SparseLUT.get"; +static const char __pyx_k_sparse_lut_py[] = "sparse_lut.py"; +static const char __pyx_k_SparseLUT_draw[] = "SparseLUT.draw"; +static const char __pyx_k_SparseLUT_dump[] = "SparseLUT.dump"; +static const char __pyx_k_SparseLUT_load[] = "SparseLUT.load"; +static const char __pyx_k_SparseLUT___len[] = "SparseLUT.__len__"; +static const char __pyx_k_SparseLUT_build[] = "SparseLUT.build"; +static const char __pyx_k_SparseLUT_clear[] = "SparseLUT.clear"; +static const char __pyx_k_SparseLUT___init[] = "SparseLUT.__init__"; +static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback"; +static const char __pyx_k_SparseLUT___getitem[] = "SparseLUT.__getitem__"; +static const char __pyx_k_SparseLUT___setitem[] = "SparseLUT.__setitem__"; +static const char __pyx_k_SparseLUT_build_locals_set_value[] = "SparseLUT.build..set_value"; +static const char __pyx_k_pynars_utils_SparseLUT_sparse_lu[] = "pynars.utils.SparseLUT.sparse_lut"; +static PyObject *__pyx_n_s_Any; +static PyObject *__pyx_n_s_BranchList; +static PyObject *__pyx_n_s_LUT; +static PyObject *__pyx_n_s_List; +static PyObject *__pyx_n_s_Node; +static PyObject *__pyx_n_s_OrderedSet; +static PyObject *__pyx_n_s_Path; +static PyObject *__pyx_n_s_SparseLUT; +static PyObject *__pyx_n_s_SparseLUT___getitem; +static PyObject *__pyx_n_s_SparseLUT___init; +static PyObject *__pyx_n_s_SparseLUT___len; +static PyObject *__pyx_n_s_SparseLUT___setitem; +static PyObject *__pyx_n_s_SparseLUT_add; +static PyObject *__pyx_n_s_SparseLUT_build; +static PyObject *__pyx_n_s_SparseLUT_build_locals_set_value; +static PyObject *__pyx_n_s_SparseLUT_clear; +static PyObject *__pyx_n_s_SparseLUT_draw; +static PyObject *__pyx_n_s_SparseLUT_dump; +static PyObject *__pyx_n_s_SparseLUT_get; +static PyObject *__pyx_n_s_SparseLUT_load; +static PyObject *__pyx_n_s_Tuple; +static PyObject *__pyx_n_s_Union; +static PyObject *__pyx_n_s_add; +static PyObject *__pyx_n_s_append; +static PyObject *__pyx_n_s_blist; +static PyObject *__pyx_n_s_blist_next; +static PyObject *__pyx_n_s_blists; +static PyObject *__pyx_n_s_branch_list; +static PyObject *__pyx_n_s_build; +static PyObject *__pyx_n_s_clear; +static PyObject *__pyx_n_s_cline_in_traceback; +static PyObject *__pyx_n_s_copy; +static PyObject *__pyx_n_s_data; +static PyObject *__pyx_n_s_deepcopy; +static PyObject *__pyx_n_s_depth; +static PyObject *__pyx_n_s_doc; +static PyObject *__pyx_n_s_draw; +static PyObject *__pyx_n_s_dump; +static PyObject *__pyx_n_s_enter; +static PyObject *__pyx_n_s_enumerate; +static PyObject *__pyx_n_s_exit; +static PyObject *__pyx_n_s_f; +static PyObject *__pyx_n_s_get; +static PyObject *__pyx_n_s_getitem; +static PyObject *__pyx_n_s_i; +static PyObject *__pyx_n_s_i_depth; +static PyObject *__pyx_n_s_import; +static PyObject *__pyx_n_s_index; +static PyObject *__pyx_n_s_indices; +static PyObject *__pyx_n_s_init; +static PyObject *__pyx_n_s_key; +static PyObject *__pyx_n_s_keys; +static PyObject *__pyx_n_s_len; +static PyObject *__pyx_n_s_load; +static PyObject *__pyx_n_s_lut; +static PyObject *__pyx_n_s_lut_next; +static PyObject *__pyx_n_s_main; +static PyObject *__pyx_n_s_metaclass; +static PyObject *__pyx_n_s_module; +static PyObject *__pyx_n_s_name; +static PyObject *__pyx_n_s_name_cache; +static PyObject *__pyx_n_s_next_nodes; +static PyObject *__pyx_n_s_open; +static PyObject *__pyx_n_s_ordered_set; +static PyObject *__pyx_n_s_pathlib; +static PyObject *__pyx_n_s_pickle; +static PyObject *__pyx_kp_u_pkl; +static PyObject *__pyx_n_s_prepare; +static PyObject *__pyx_n_s_pynars_utils_SparseLUT_sparse_lu; +static PyObject *__pyx_n_s_qualname; +static PyObject *__pyx_n_s_rb; +static PyObject *__pyx_n_s_return; +static PyObject *__pyx_n_s_root_path; +static PyObject *__pyx_n_s_self; +static PyObject *__pyx_n_s_set_value; +static PyObject *__pyx_n_s_setitem; +static PyObject *__pyx_n_s_shape; +static PyObject *__pyx_n_s_show_labels; +static PyObject *__pyx_kp_s_sparse_lut_py; +static PyObject *__pyx_n_u_str; +static PyObject *__pyx_n_s_test; +static PyObject *__pyx_n_s_tqdm; +static PyObject *__pyx_n_u_tuple; +static PyObject *__pyx_n_s_typing; +static PyObject *__pyx_n_s_value; +static PyObject *__pyx_n_s_values; +static PyObject *__pyx_n_s_wb; +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_10sparse_lut_9SparseLUT___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_shape); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_10sparse_lut_9SparseLUT_2add(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_indices, PyObject *__pyx_v_value); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_10sparse_lut_9SparseLUT_5build_set_value(PyObject *__pyx_self, PyObject *__pyx_v_blists, PyObject *__pyx_v_lut, PyObject *__pyx_v_i_depth); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_10sparse_lut_9SparseLUT_4build(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_clear); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_10sparse_lut_9SparseLUT_6clear(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_10sparse_lut_9SparseLUT_8dump(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_root_path, PyObject *__pyx_v_name_cache); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_10sparse_lut_9SparseLUT_10load(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_root_path, PyObject *__pyx_v_name_cache); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_10sparse_lut_9SparseLUT_12draw(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_show_labels); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_10sparse_lut_9SparseLUT_14__setitem__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_indices, PyObject *__pyx_v_value); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_10sparse_lut_9SparseLUT_16get(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_indices); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_10sparse_lut_9SparseLUT_18__getitem__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_indices); /* proto */ +static PyObject *__pyx_pf_6pynars_5utils_9SparseLUT_10sparse_lut_9SparseLUT_20__len__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */ +static PyObject *__pyx_tp_new_6pynars_5utils_9SparseLUT_10sparse_lut___pyx_scope_struct__build(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_int_0; +static PyObject *__pyx_int_1; +static PyObject *__pyx_tuple_; +static PyObject 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*__pyx_codeobj__30; +/* Late includes */ + +/* "pynars/utils/SparseLUT/sparse_lut.py":20 + * data: list + * + * def __init__(self, shape: tuple) -> None: # <<<<<<<<<<<<<< + * self.shape = tuple(shape) + * self.depth = len(self.shape) - 1 + */ + +/* Python wrapper */ +static PyObject *__pyx_pw_6pynars_5utils_9SparseLUT_10sparse_lut_9SparseLUT_1__init__(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ +static PyMethodDef __pyx_mdef_6pynars_5utils_9SparseLUT_10sparse_lut_9SparseLUT_1__init__ = {"__init__", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_6pynars_5utils_9SparseLUT_10sparse_lut_9SparseLUT_1__init__, METH_VARARGS|METH_KEYWORDS, 0}; +static PyObject *__pyx_pw_6pynars_5utils_9SparseLUT_10sparse_lut_9SparseLUT_1__init__(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { + PyObject *__pyx_v_self = 0; + PyObject *__pyx_v_shape = 0; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + PyObject 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+#if PY_MAJOR_VERSION < 3 + if (likely(tp->tp_getattr)) + return tp->tp_getattr(obj, PyString_AS_STRING(attr_name)); +#endif + return PyObject_GetAttr(obj, attr_name); +} +#endif + +/* GetBuiltinName */ +static PyObject *__Pyx_GetBuiltinName(PyObject *name) { + PyObject* result = __Pyx_PyObject_GetAttrStr(__pyx_b, name); + if (unlikely(!result)) { + PyErr_Format(PyExc_NameError, +#if PY_MAJOR_VERSION >= 3 + "name '%U' is not defined", name); +#else + "name '%.200s' is not defined", PyString_AS_STRING(name)); +#endif + } + return result; +} + +/* RaiseArgTupleInvalid */ +static void __Pyx_RaiseArgtupleInvalid( + const char* func_name, + int exact, + Py_ssize_t num_min, + Py_ssize_t num_max, + Py_ssize_t num_found) +{ + Py_ssize_t num_expected; + const char *more_or_less; + if (num_found < num_min) { + num_expected = num_min; + more_or_less = "at least"; + } else { + num_expected = num_max; + more_or_less = "at most"; + } + if (exact) { + more_or_less = "exactly"; + } + PyErr_Format(PyExc_TypeError, + "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)", + func_name, more_or_less, num_expected, + (num_expected == 1) ? "" : "s", num_found); +} + +/* RaiseDoubleKeywords */ +static void __Pyx_RaiseDoubleKeywordsError( + const char* func_name, + PyObject* kw_name) +{ + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION >= 3 + "%s() got multiple values for keyword argument '%U'", func_name, kw_name); + #else + "%s() got multiple values for keyword argument '%s'", func_name, + PyString_AsString(kw_name)); + #endif +} + +/* ParseKeywords */ +static int __Pyx_ParseOptionalKeywords( + PyObject *kwds, + PyObject **argnames[], + PyObject *kwds2, + PyObject *values[], + Py_ssize_t num_pos_args, + const char* function_name) +{ + PyObject *key = 0, *value = 0; + Py_ssize_t pos = 0; + PyObject*** name; + PyObject*** first_kw_arg = argnames + num_pos_args; + while (PyDict_Next(kwds, &pos, &key, &value)) { + name = first_kw_arg; + while (*name && (**name != key)) name++; + if (*name) { + values[name-argnames] = value; + continue; + } + name = first_kw_arg; + #if PY_MAJOR_VERSION < 3 + if (likely(PyString_Check(key))) { + while (*name) { + if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key)) + && _PyString_Eq(**name, key)) { + values[name-argnames] = value; + break; + } + name++; + } + if (*name) continue; + else { + PyObject*** argname = argnames; + while (argname != first_kw_arg) { + if ((**argname == key) || ( + (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) + && _PyString_Eq(**argname, key))) { + goto arg_passed_twice; + } + argname++; + } + } + } else + #endif + if (likely(PyUnicode_Check(key))) { + while (*name) { + int cmp = (**name == key) ? 0 : + #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 + (__Pyx_PyUnicode_GET_LENGTH(**name) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 : + #endif + PyUnicode_Compare(**name, key); + if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; + if (cmp == 0) { + values[name-argnames] = value; + break; + } + name++; + } + if (*name) continue; + else { + PyObject*** argname = argnames; + while (argname != first_kw_arg) { + int cmp = (**argname == key) ? 0 : + #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 + (__Pyx_PyUnicode_GET_LENGTH(**argname) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 : + #endif + PyUnicode_Compare(**argname, key); + if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; + if (cmp == 0) goto arg_passed_twice; + argname++; + } + } + } else + goto invalid_keyword_type; + if (kwds2) { + if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; + } else { + goto invalid_keyword; + } + } + return 0; +arg_passed_twice: + __Pyx_RaiseDoubleKeywordsError(function_name, key); + goto bad; +invalid_keyword_type: + PyErr_Format(PyExc_TypeError, + "%.200s() keywords must be strings", function_name); + goto bad; +invalid_keyword: + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION < 3 + "%.200s() got an unexpected keyword argument '%.200s'", + function_name, PyString_AsString(key)); + #else + "%s() got an unexpected keyword argument '%U'", + function_name, key); + #endif +bad: + return -1; +} + +/* ArgTypeTest */ +static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact) +{ + if (unlikely(!type)) { + PyErr_SetString(PyExc_SystemError, "Missing type object"); + return 0; + } + else if (exact) { + #if PY_MAJOR_VERSION == 2 + if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1; + #endif + } + else { + if (likely(__Pyx_TypeCheck(obj, type))) return 1; + } + PyErr_Format(PyExc_TypeError, + "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)", + name, type->tp_name, Py_TYPE(obj)->tp_name); + return 0; +} + +/* PyObjectSetAttrStr */ +#if CYTHON_USE_TYPE_SLOTS +static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value) { + PyTypeObject* tp = Py_TYPE(obj); + if (likely(tp->tp_setattro)) + return tp->tp_setattro(obj, attr_name, value); +#if PY_MAJOR_VERSION < 3 + if (likely(tp->tp_setattr)) + return tp->tp_setattr(obj, PyString_AS_STRING(attr_name), value); +#endif + return PyObject_SetAttr(obj, attr_name, value); +} +#endif + +/* PyDictVersioning */ +#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS +static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj) { + PyObject *dict = Py_TYPE(obj)->tp_dict; + return likely(dict) ? __PYX_GET_DICT_VERSION(dict) : 0; +} +static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj) { + PyObject **dictptr = NULL; + Py_ssize_t offset = Py_TYPE(obj)->tp_dictoffset; + if (offset) { +#if CYTHON_COMPILING_IN_CPYTHON + dictptr = (likely(offset > 0)) ? (PyObject **) ((char *)obj + offset) : _PyObject_GetDictPtr(obj); +#else + dictptr = _PyObject_GetDictPtr(obj); +#endif + } + return (dictptr && *dictptr) ? __PYX_GET_DICT_VERSION(*dictptr) : 0; +} +static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version) { + PyObject *dict = Py_TYPE(obj)->tp_dict; + if (unlikely(!dict) || unlikely(tp_dict_version != __PYX_GET_DICT_VERSION(dict))) + return 0; + return obj_dict_version == __Pyx_get_object_dict_version(obj); +} +#endif + +/* GetModuleGlobalName */ +#if CYTHON_USE_DICT_VERSIONS +static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value) +#else +static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name) +#endif +{ + PyObject *result; +#if !CYTHON_AVOID_BORROWED_REFS +#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 + result = _PyDict_GetItem_KnownHash(__pyx_d, name, ((PyASCIIObject *) name)->hash); + __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) + if (likely(result)) { + return __Pyx_NewRef(result); + } else if (unlikely(PyErr_Occurred())) { + return NULL; + } +#else + result = PyDict_GetItem(__pyx_d, name); + __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) + if (likely(result)) { + return __Pyx_NewRef(result); + } +#endif +#else + result = PyObject_GetItem(__pyx_d, name); + __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) + if (likely(result)) { + return __Pyx_NewRef(result); + } + PyErr_Clear(); +#endif + return __Pyx_GetBuiltinName(name); +} + +/* PyCFunctionFastCall */ +#if CYTHON_FAST_PYCCALL +static CYTHON_INLINE PyObject * __Pyx_PyCFunction_FastCall(PyObject *func_obj, PyObject **args, Py_ssize_t nargs) { + PyCFunctionObject *func = (PyCFunctionObject*)func_obj; + PyCFunction meth = PyCFunction_GET_FUNCTION(func); + PyObject *self = PyCFunction_GET_SELF(func); + int flags = PyCFunction_GET_FLAGS(func); + assert(PyCFunction_Check(func)); + assert(METH_FASTCALL == (flags & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS))); + assert(nargs >= 0); + assert(nargs == 0 || args != NULL); + /* _PyCFunction_FastCallDict() must not be called with an exception set, + because it may clear it (directly or indirectly) and so the + caller loses its exception */ + assert(!PyErr_Occurred()); + if ((PY_VERSION_HEX < 0x030700A0) || unlikely(flags & METH_KEYWORDS)) { + return (*((__Pyx_PyCFunctionFastWithKeywords)(void*)meth)) (self, args, nargs, NULL); + } else { + return (*((__Pyx_PyCFunctionFast)(void*)meth)) (self, args, nargs); + } +} +#endif + +/* PyFunctionFastCall */ +#if CYTHON_FAST_PYCALL +static PyObject* __Pyx_PyFunction_FastCallNoKw(PyCodeObject *co, PyObject **args, Py_ssize_t na, + PyObject *globals) { + PyFrameObject *f; + PyThreadState *tstate = __Pyx_PyThreadState_Current; + PyObject **fastlocals; + Py_ssize_t i; + PyObject *result; + assert(globals != NULL); + /* XXX Perhaps we should create a specialized + PyFrame_New() that doesn't take locals, but does + take builtins without sanity checking them. + */ + assert(tstate != NULL); + f = PyFrame_New(tstate, co, globals, NULL); + if (f == NULL) { + return NULL; + } + fastlocals = __Pyx_PyFrame_GetLocalsplus(f); + for (i = 0; i < na; i++) { + Py_INCREF(*args); + fastlocals[i] = *args++; + } + result = PyEval_EvalFrameEx(f,0); + ++tstate->recursion_depth; + Py_DECREF(f); + --tstate->recursion_depth; + return result; +} +#if 1 || PY_VERSION_HEX < 0x030600B1 +static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, Py_ssize_t nargs, PyObject *kwargs) { + PyCodeObject *co = (PyCodeObject *)PyFunction_GET_CODE(func); + PyObject *globals = PyFunction_GET_GLOBALS(func); + PyObject *argdefs = PyFunction_GET_DEFAULTS(func); + PyObject *closure; +#if PY_MAJOR_VERSION >= 3 + PyObject *kwdefs; +#endif + PyObject *kwtuple, **k; + PyObject **d; + Py_ssize_t nd; + Py_ssize_t nk; + PyObject *result; + assert(kwargs == NULL || PyDict_Check(kwargs)); + nk = kwargs ? PyDict_Size(kwargs) : 0; + if (Py_EnterRecursiveCall((char*)" while calling a Python object")) { + return NULL; + } + if ( +#if PY_MAJOR_VERSION >= 3 + co->co_kwonlyargcount == 0 && +#endif + likely(kwargs == NULL || nk == 0) && + co->co_flags == (CO_OPTIMIZED | CO_NEWLOCALS | CO_NOFREE)) { + if (argdefs == NULL && co->co_argcount == nargs) { + result = __Pyx_PyFunction_FastCallNoKw(co, args, nargs, globals); + goto done; + } + else if (nargs == 0 && argdefs != NULL + && co->co_argcount == Py_SIZE(argdefs)) { + /* function called with no arguments, but all parameters have + a default value: use default values as arguments .*/ + args = &PyTuple_GET_ITEM(argdefs, 0); + result =__Pyx_PyFunction_FastCallNoKw(co, args, Py_SIZE(argdefs), globals); + goto done; + } + } + if (kwargs != NULL) { + Py_ssize_t pos, i; + kwtuple = PyTuple_New(2 * nk); + if (kwtuple == NULL) { + result = NULL; + goto done; + } + k = &PyTuple_GET_ITEM(kwtuple, 0); + pos = i = 0; + while (PyDict_Next(kwargs, &pos, &k[i], &k[i+1])) { + Py_INCREF(k[i]); + Py_INCREF(k[i+1]); + i += 2; + } + nk = i / 2; + } + else { + kwtuple = NULL; + k = NULL; + } + closure = PyFunction_GET_CLOSURE(func); +#if PY_MAJOR_VERSION >= 3 + kwdefs = PyFunction_GET_KW_DEFAULTS(func); +#endif + if (argdefs != NULL) { + d = &PyTuple_GET_ITEM(argdefs, 0); + nd = Py_SIZE(argdefs); + } + else { + d = NULL; + nd = 0; + } +#if PY_MAJOR_VERSION >= 3 + result = PyEval_EvalCodeEx((PyObject*)co, globals, (PyObject *)NULL, + args, (int)nargs, + k, (int)nk, + d, (int)nd, kwdefs, closure); +#else + result = PyEval_EvalCodeEx(co, globals, (PyObject *)NULL, + args, (int)nargs, + k, (int)nk, + d, (int)nd, closure); +#endif + Py_XDECREF(kwtuple); +done: + Py_LeaveRecursiveCall(); + return result; +} +#endif +#endif + +/* PyObjectCall */ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) { + PyObject *result; + ternaryfunc call = Py_TYPE(func)->tp_call; + if (unlikely(!call)) + return PyObject_Call(func, arg, kw); + if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) + return NULL; + result = (*call)(func, arg, kw); + Py_LeaveRecursiveCall(); + if (unlikely(!result) && unlikely(!PyErr_Occurred())) { + PyErr_SetString( + PyExc_SystemError, + "NULL result without error in PyObject_Call"); + } + return result; +} +#endif + +/* PyObjectCall2Args */ +static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2) { + PyObject *args, *result = NULL; + #if CYTHON_FAST_PYCALL + if (PyFunction_Check(function)) { + PyObject *args[2] = {arg1, arg2}; + return __Pyx_PyFunction_FastCall(function, args, 2); + } + #endif + #if CYTHON_FAST_PYCCALL + if (__Pyx_PyFastCFunction_Check(function)) { + PyObject *args[2] = {arg1, arg2}; + return __Pyx_PyCFunction_FastCall(function, args, 2); + } + #endif + args = PyTuple_New(2); + if (unlikely(!args)) goto done; + Py_INCREF(arg1); + PyTuple_SET_ITEM(args, 0, arg1); + Py_INCREF(arg2); + PyTuple_SET_ITEM(args, 1, arg2); + Py_INCREF(function); + result = __Pyx_PyObject_Call(function, args, NULL); + Py_DECREF(args); + Py_DECREF(function); +done: + return result; +} + +/* PyObjectCallMethO */ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) { + PyObject *self, *result; + PyCFunction cfunc; + cfunc = PyCFunction_GET_FUNCTION(func); + self = PyCFunction_GET_SELF(func); + if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) + return NULL; + result = cfunc(self, arg); + Py_LeaveRecursiveCall(); + if (unlikely(!result) && unlikely(!PyErr_Occurred())) { + PyErr_SetString( + PyExc_SystemError, + "NULL result without error in PyObject_Call"); + } + return result; +} +#endif + +/* PyObjectCallOneArg */ +#if CYTHON_COMPILING_IN_CPYTHON +static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) { + PyObject *result; + PyObject *args = PyTuple_New(1); + if (unlikely(!args)) return NULL; + Py_INCREF(arg); + PyTuple_SET_ITEM(args, 0, arg); + result = __Pyx_PyObject_Call(func, args, NULL); + Py_DECREF(args); + return result; +} +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { +#if CYTHON_FAST_PYCALL + if (PyFunction_Check(func)) { + return __Pyx_PyFunction_FastCall(func, &arg, 1); + } +#endif + if (likely(PyCFunction_Check(func))) { + if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) { + return __Pyx_PyObject_CallMethO(func, arg); +#if CYTHON_FAST_PYCCALL + } else if (__Pyx_PyFastCFunction_Check(func)) { + return __Pyx_PyCFunction_FastCall(func, &arg, 1); +#endif + } + } + return __Pyx__PyObject_CallOneArg(func, arg); +} +#else +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { + PyObject *result; + PyObject *args = PyTuple_Pack(1, arg); + if (unlikely(!args)) return NULL; + result = __Pyx_PyObject_Call(func, args, NULL); + Py_DECREF(args); + return result; +} +#endif + +/* PyObjectGetMethod */ +static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method) { + PyObject *attr; +#if CYTHON_UNPACK_METHODS && CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_PYTYPE_LOOKUP + PyTypeObject *tp = Py_TYPE(obj); + PyObject *descr; + descrgetfunc f = NULL; + PyObject **dictptr, *dict; + int meth_found = 0; + assert (*method == NULL); + if (unlikely(tp->tp_getattro != PyObject_GenericGetAttr)) { + attr = __Pyx_PyObject_GetAttrStr(obj, name); + goto try_unpack; + } + if (unlikely(tp->tp_dict == NULL) && unlikely(PyType_Ready(tp) < 0)) { + return 0; + } + descr = _PyType_Lookup(tp, name); + if (likely(descr != NULL)) { + Py_INCREF(descr); +#if PY_MAJOR_VERSION >= 3 + #ifdef __Pyx_CyFunction_USED + if (likely(PyFunction_Check(descr) || (Py_TYPE(descr) == &PyMethodDescr_Type) || __Pyx_CyFunction_Check(descr))) + #else + if (likely(PyFunction_Check(descr) || (Py_TYPE(descr) == &PyMethodDescr_Type))) + #endif +#else + #ifdef __Pyx_CyFunction_USED + if (likely(PyFunction_Check(descr) || __Pyx_CyFunction_Check(descr))) + #else + if (likely(PyFunction_Check(descr))) + #endif +#endif + { + meth_found = 1; + } else { + f = Py_TYPE(descr)->tp_descr_get; + if (f != NULL && PyDescr_IsData(descr)) { + attr = f(descr, obj, (PyObject *)Py_TYPE(obj)); + Py_DECREF(descr); + goto try_unpack; + } + } + } + dictptr = _PyObject_GetDictPtr(obj); + if (dictptr != NULL && (dict = *dictptr) != NULL) { + Py_INCREF(dict); + attr = __Pyx_PyDict_GetItemStr(dict, name); + if (attr != NULL) { + Py_INCREF(attr); + Py_DECREF(dict); + Py_XDECREF(descr); + goto try_unpack; + } + Py_DECREF(dict); + } + if (meth_found) { + *method = descr; + return 1; + } + if (f != NULL) { + attr = f(descr, obj, (PyObject *)Py_TYPE(obj)); + Py_DECREF(descr); + goto try_unpack; + } + if (descr != NULL) { + *method = descr; + return 0; + } + PyErr_Format(PyExc_AttributeError, +#if PY_MAJOR_VERSION >= 3 + "'%.50s' object has no attribute '%U'", + tp->tp_name, name); +#else + "'%.50s' object has no attribute '%.400s'", + tp->tp_name, PyString_AS_STRING(name)); +#endif + return 0; +#else + attr = __Pyx_PyObject_GetAttrStr(obj, name); + goto try_unpack; +#endif +try_unpack: +#if CYTHON_UNPACK_METHODS + if (likely(attr) && PyMethod_Check(attr) && likely(PyMethod_GET_SELF(attr) == obj)) { + PyObject *function = PyMethod_GET_FUNCTION(attr); + Py_INCREF(function); + Py_DECREF(attr); + *method = function; + return 1; + } +#endif + *method = attr; + return 0; +} + +/* PyObjectCallMethod1 */ +static PyObject* __Pyx__PyObject_CallMethod1(PyObject* method, PyObject* arg) { + PyObject *result = __Pyx_PyObject_CallOneArg(method, arg); + Py_DECREF(method); + return result; +} +static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg) { + PyObject *method = NULL, *result; + int is_method = __Pyx_PyObject_GetMethod(obj, method_name, &method); + if (likely(is_method)) { + result = __Pyx_PyObject_Call2Args(method, obj, arg); + Py_DECREF(method); + return result; + } + if (unlikely(!method)) return NULL; + return __Pyx__PyObject_CallMethod1(method, arg); +} + +/* append */ +static CYTHON_INLINE int __Pyx_PyObject_Append(PyObject* L, PyObject* x) { + if (likely(PyList_CheckExact(L))) { + if (unlikely(__Pyx_PyList_Append(L, x) < 0)) return -1; + } else { + PyObject* retval = __Pyx_PyObject_CallMethod1(L, __pyx_n_s_append, x); + if (unlikely(!retval)) + return -1; + Py_DECREF(retval); + } + return 0; +} + +/* None */ +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) { + PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname); +} + +/* PyObjectCallNoArg */ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) { +#if CYTHON_FAST_PYCALL + if (PyFunction_Check(func)) { + return __Pyx_PyFunction_FastCall(func, NULL, 0); + } +#endif +#ifdef __Pyx_CyFunction_USED + if (likely(PyCFunction_Check(func) || __Pyx_CyFunction_Check(func))) +#else + if (likely(PyCFunction_Check(func))) +#endif + { + if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) { + return __Pyx_PyObject_CallMethO(func, NULL); + } + } + return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL); +} +#endif + +/* PyIntBinop */ +#if !CYTHON_COMPILING_IN_PYPY +static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, int inplace, int zerodivision_check) { + (void)inplace; + (void)zerodivision_check; + #if PY_MAJOR_VERSION < 3 + if (likely(PyInt_CheckExact(op1))) { + const long b = intval; + long x; + long a = PyInt_AS_LONG(op1); + x = (long)((unsigned long)a + b); + if (likely((x^a) >= 0 || (x^b) >= 0)) + return PyInt_FromLong(x); + return PyLong_Type.tp_as_number->nb_add(op1, op2); + } + #endif + #if CYTHON_USE_PYLONG_INTERNALS + if (likely(PyLong_CheckExact(op1))) { + const long b = intval; + long a, x; +#ifdef HAVE_LONG_LONG + const PY_LONG_LONG llb = intval; + PY_LONG_LONG lla, llx; +#endif + const digit* digits = ((PyLongObject*)op1)->ob_digit; + const Py_ssize_t size = Py_SIZE(op1); + if (likely(__Pyx_sst_abs(size) <= 1)) { + a = likely(size) ? digits[0] : 0; + if (size == -1) a = -a; + } else { + switch (size) { + case -2: + if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { + a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; +#ifdef HAVE_LONG_LONG + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { + lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; +#endif + } + CYTHON_FALLTHROUGH; + case 2: + if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { + a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; +#ifdef HAVE_LONG_LONG + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { + lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; +#endif + } + CYTHON_FALLTHROUGH; + case -3: + if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { + a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; +#ifdef HAVE_LONG_LONG + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { + lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; +#endif + } + CYTHON_FALLTHROUGH; + case 3: + if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { + a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; +#ifdef HAVE_LONG_LONG + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { + lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; +#endif + } + CYTHON_FALLTHROUGH; + case -4: + if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { + a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; +#ifdef HAVE_LONG_LONG + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { + lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; +#endif + } + CYTHON_FALLTHROUGH; + case 4: + if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { + a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); + break; +#ifdef HAVE_LONG_LONG + } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { + lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); + goto long_long; +#endif + } + CYTHON_FALLTHROUGH; + default: return PyLong_Type.tp_as_number->nb_add(op1, op2); + } + } + x = a + b; + return PyLong_FromLong(x); +#ifdef HAVE_LONG_LONG + long_long: + llx = lla + llb; + return PyLong_FromLongLong(llx); +#endif + + + } + #endif + if (PyFloat_CheckExact(op1)) { + const long b = intval; + double a = PyFloat_AS_DOUBLE(op1); + double result; + PyFPE_START_PROTECT("add", return NULL) + result = ((double)a) + (double)b; + PyFPE_END_PROTECT(result) + return PyFloat_FromDouble(result); + } + return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2); +} +#endif + +/* RaiseTooManyValuesToUnpack */ +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { + PyErr_Format(PyExc_ValueError, + "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); +} + +/* RaiseNeedMoreValuesToUnpack */ +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { + PyErr_Format(PyExc_ValueError, + "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack", + index, (index == 1) ? "" : "s"); +} + +/* IterFinish */ +static CYTHON_INLINE int __Pyx_IterFinish(void) { +#if CYTHON_FAST_THREAD_STATE + PyThreadState *tstate = __Pyx_PyThreadState_Current; + PyObject* exc_type = tstate->curexc_type; + if (unlikely(exc_type)) { + if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) { + PyObject *exc_value, *exc_tb; + exc_value = tstate->curexc_value; + exc_tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; + Py_DECREF(exc_type); + Py_XDECREF(exc_value); + Py_XDECREF(exc_tb); + return 0; + } else { + return -1; + } + } + return 0; +#else + if (unlikely(PyErr_Occurred())) { + if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) { + PyErr_Clear(); + return 0; + } else { + return -1; + } + } + return 0; +#endif +} + +/* UnpackItemEndCheck */ +static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { + if (unlikely(retval)) { + Py_DECREF(retval); + __Pyx_RaiseTooManyValuesError(expected); + return -1; + } else { + return __Pyx_IterFinish(); + } + return 0; +} + +/* GetItemInt */ +static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { + PyObject *r; + if (!j) return NULL; + r = PyObject_GetItem(o, j); + Py_DECREF(j); + return r; +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + CYTHON_NCP_UNUSED int wraparound, + CYTHON_NCP_UNUSED int boundscheck) { +#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS + Py_ssize_t wrapped_i = i; + if (wraparound & unlikely(i < 0)) { + wrapped_i += PyList_GET_SIZE(o); + } + if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyList_GET_SIZE(o)))) { + PyObject *r = PyList_GET_ITEM(o, wrapped_i); + Py_INCREF(r); + return r; + } + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +#else + return PySequence_GetItem(o, i); +#endif +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, + CYTHON_NCP_UNUSED int wraparound, + CYTHON_NCP_UNUSED int boundscheck) { +#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS + Py_ssize_t wrapped_i = i; + if (wraparound & unlikely(i < 0)) { + wrapped_i += PyTuple_GET_SIZE(o); + } + if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, wrapped_i); + Py_INCREF(r); + return r; + } + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +#else + return PySequence_GetItem(o, i); +#endif +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list, + CYTHON_NCP_UNUSED int wraparound, + CYTHON_NCP_UNUSED int boundscheck) { +#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && CYTHON_USE_TYPE_SLOTS + if (is_list || PyList_CheckExact(o)) { + Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); + if ((!boundscheck) || (likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o))))) { + PyObject *r = PyList_GET_ITEM(o, n); + Py_INCREF(r); + return r; + } + } + else if (PyTuple_CheckExact(o)) { + Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); + if ((!boundscheck) || likely(__Pyx_is_valid_index(n, PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, n); + Py_INCREF(r); + return r; + } + } else { + PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; + if (likely(m && m->sq_item)) { + if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { + Py_ssize_t l = m->sq_length(o); + if (likely(l >= 0)) { + i += l; + } else { + if (!PyErr_ExceptionMatches(PyExc_OverflowError)) + return NULL; + PyErr_Clear(); + } + } + return m->sq_item(o, i); + } + } +#else + if (is_list || PySequence_Check(o)) { + return PySequence_GetItem(o, i); + } +#endif + return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); +} + +/* ObjectGetItem */ +#if CYTHON_USE_TYPE_SLOTS +static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject* index) { + PyObject *runerr; + Py_ssize_t key_value; + PySequenceMethods *m = Py_TYPE(obj)->tp_as_sequence; + if (unlikely(!(m && m->sq_item))) { + PyErr_Format(PyExc_TypeError, "'%.200s' object is not subscriptable", Py_TYPE(obj)->tp_name); + return NULL; + } + key_value = __Pyx_PyIndex_AsSsize_t(index); + if (likely(key_value != -1 || !(runerr = PyErr_Occurred()))) { + return __Pyx_GetItemInt_Fast(obj, key_value, 0, 1, 1); + } + if (PyErr_GivenExceptionMatches(runerr, PyExc_OverflowError)) { + PyErr_Clear(); + PyErr_Format(PyExc_IndexError, "cannot fit '%.200s' into an index-sized integer", Py_TYPE(index)->tp_name); + } + return NULL; +} +static PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject* key) { + PyMappingMethods *m = Py_TYPE(obj)->tp_as_mapping; + if (likely(m && m->mp_subscript)) { + return m->mp_subscript(obj, key); + } + return __Pyx_PyObject_GetIndex(obj, key); +} +#endif + +/* FetchCommonType */ +static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type) { + PyObject* fake_module; + PyTypeObject* cached_type = NULL; + fake_module = PyImport_AddModule((char*) "_cython_" CYTHON_ABI); + if (!fake_module) return NULL; + Py_INCREF(fake_module); + cached_type = (PyTypeObject*) PyObject_GetAttrString(fake_module, type->tp_name); + if (cached_type) { + if (!PyType_Check((PyObject*)cached_type)) { + PyErr_Format(PyExc_TypeError, + "Shared Cython type %.200s is not a type object", + type->tp_name); + goto bad; + } + if (cached_type->tp_basicsize != type->tp_basicsize) { + PyErr_Format(PyExc_TypeError, + "Shared Cython type %.200s has the wrong size, try recompiling", + type->tp_name); + goto bad; + } + } else { + if (!PyErr_ExceptionMatches(PyExc_AttributeError)) goto bad; + PyErr_Clear(); + if (PyType_Ready(type) < 0) goto bad; + if (PyObject_SetAttrString(fake_module, type->tp_name, (PyObject*) type) < 0) + goto bad; + Py_INCREF(type); + cached_type = type; + } +done: + Py_DECREF(fake_module); + return cached_type; +bad: + Py_XDECREF(cached_type); + cached_type = NULL; + goto done; +} + +/* CythonFunctionShared */ +#include +static PyObject * +__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *closure) +{ + if (unlikely(op->func_doc == NULL)) { + if (op->func.m_ml->ml_doc) { +#if PY_MAJOR_VERSION >= 3 + op->func_doc = PyUnicode_FromString(op->func.m_ml->ml_doc); +#else + op->func_doc = PyString_FromString(op->func.m_ml->ml_doc); +#endif + if (unlikely(op->func_doc == NULL)) + return NULL; + } else { + Py_INCREF(Py_None); + return Py_None; + } + } + Py_INCREF(op->func_doc); + return op->func_doc; +} +static int +__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value, CYTHON_UNUSED void *context) +{ + PyObject *tmp = op->func_doc; + if (value == NULL) { + value = Py_None; + } + Py_INCREF(value); + op->func_doc = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) +{ + if (unlikely(op->func_name == NULL)) { +#if PY_MAJOR_VERSION >= 3 + op->func_name = PyUnicode_InternFromString(op->func.m_ml->ml_name); +#else + op->func_name = PyString_InternFromString(op->func.m_ml->ml_name); +#endif + if (unlikely(op->func_name == NULL)) + return NULL; + } + Py_INCREF(op->func_name); + return op->func_name; +} +static int +__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value, CYTHON_UNUSED void *context) +{ + PyObject *tmp; +#if PY_MAJOR_VERSION >= 3 + if (unlikely(value == NULL || !PyUnicode_Check(value))) +#else + if (unlikely(value == NULL || !PyString_Check(value))) +#endif + { + PyErr_SetString(PyExc_TypeError, + "__name__ must be set to a string object"); + return -1; + } + tmp = op->func_name; + Py_INCREF(value); + op->func_name = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) +{ + Py_INCREF(op->func_qualname); + return op->func_qualname; +} +static int +__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value, CYTHON_UNUSED void *context) +{ + PyObject *tmp; +#if PY_MAJOR_VERSION >= 3 + if (unlikely(value == NULL || !PyUnicode_Check(value))) +#else + if (unlikely(value == NULL || !PyString_Check(value))) +#endif + { + PyErr_SetString(PyExc_TypeError, + "__qualname__ must be set to a string object"); + return -1; + } + tmp = op->func_qualname; + Py_INCREF(value); + op->func_qualname = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_self(__pyx_CyFunctionObject *m, CYTHON_UNUSED void *closure) +{ + PyObject *self; + self = m->func_closure; + if (self == NULL) + self = Py_None; + Py_INCREF(self); + return self; +} +static PyObject * +__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) +{ + if (unlikely(op->func_dict == NULL)) { + op->func_dict = PyDict_New(); + if (unlikely(op->func_dict == NULL)) + return NULL; + } + Py_INCREF(op->func_dict); + return op->func_dict; +} +static int +__Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value, CYTHON_UNUSED void *context) +{ + PyObject *tmp; + if (unlikely(value == NULL)) { + PyErr_SetString(PyExc_TypeError, + "function's dictionary may not be deleted"); + return -1; + } + if (unlikely(!PyDict_Check(value))) { + PyErr_SetString(PyExc_TypeError, + "setting function's dictionary to a non-dict"); + return -1; + } + tmp = op->func_dict; + Py_INCREF(value); + op->func_dict = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_globals(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) +{ + Py_INCREF(op->func_globals); + return op->func_globals; +} +static PyObject * +__Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) +{ + Py_INCREF(Py_None); + return Py_None; +} +static PyObject * +__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) +{ + PyObject* result = (op->func_code) ? op->func_code : Py_None; + Py_INCREF(result); + return result; +} +static int +__Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) { + int result = 0; + PyObject *res = op->defaults_getter((PyObject *) op); + if (unlikely(!res)) + return -1; + #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS + op->defaults_tuple = PyTuple_GET_ITEM(res, 0); + Py_INCREF(op->defaults_tuple); + op->defaults_kwdict = PyTuple_GET_ITEM(res, 1); + Py_INCREF(op->defaults_kwdict); + #else + op->defaults_tuple = PySequence_ITEM(res, 0); + if (unlikely(!op->defaults_tuple)) result = -1; + else { + op->defaults_kwdict = PySequence_ITEM(res, 1); + if (unlikely(!op->defaults_kwdict)) result = -1; + } + #endif + Py_DECREF(res); + return result; +} +static int +__Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value, CYTHON_UNUSED void *context) { + PyObject* tmp; + if (!value) { + value = Py_None; + } else if (value != Py_None && !PyTuple_Check(value)) { + PyErr_SetString(PyExc_TypeError, + "__defaults__ must be set to a tuple object"); + return -1; + } + Py_INCREF(value); + tmp = op->defaults_tuple; + op->defaults_tuple = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) { + PyObject* result = op->defaults_tuple; + if (unlikely(!result)) { + if (op->defaults_getter) { + if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL; + result = op->defaults_tuple; + } else { + result = Py_None; + } + } + Py_INCREF(result); + return result; +} +static int +__Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value, CYTHON_UNUSED void *context) { + PyObject* tmp; + if (!value) { + value = Py_None; + } else if (value != Py_None && !PyDict_Check(value)) { + PyErr_SetString(PyExc_TypeError, + "__kwdefaults__ must be set to a dict object"); + return -1; + } + Py_INCREF(value); + tmp = op->defaults_kwdict; + op->defaults_kwdict = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) { + PyObject* result = op->defaults_kwdict; + if (unlikely(!result)) { + if (op->defaults_getter) { + if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL; + result = op->defaults_kwdict; + } else { + result = Py_None; + } + } + Py_INCREF(result); + return result; +} +static int +__Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value, CYTHON_UNUSED void *context) { + PyObject* tmp; + if (!value || value == Py_None) { + value = NULL; + } else if (!PyDict_Check(value)) { + PyErr_SetString(PyExc_TypeError, + "__annotations__ must be set to a dict object"); + return -1; + } + Py_XINCREF(value); + tmp = op->func_annotations; + op->func_annotations = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) { + PyObject* result = op->func_annotations; + if (unlikely(!result)) { + result = PyDict_New(); + if (unlikely(!result)) return NULL; + op->func_annotations = result; + } + Py_INCREF(result); + return result; +} +static PyGetSetDef __pyx_CyFunction_getsets[] = { + {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, + {(char *) "__doc__", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, + {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, + {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, + {(char *) "__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0}, + {(char *) "__self__", (getter)__Pyx_CyFunction_get_self, 0, 0, 0}, + {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0}, + {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0}, + {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, + {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, + {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, + {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, + {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, + {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, + {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, + {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, + {(char *) "__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0}, + {(char *) "__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0}, + {0, 0, 0, 0, 0} +}; +static PyMemberDef __pyx_CyFunction_members[] = { + {(char *) "__module__", T_OBJECT, offsetof(PyCFunctionObject, m_module), PY_WRITE_RESTRICTED, 0}, + {0, 0, 0, 0, 0} +}; +static PyObject * +__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, CYTHON_UNUSED PyObject *args) +{ +#if PY_MAJOR_VERSION >= 3 + Py_INCREF(m->func_qualname); + return m->func_qualname; +#else + return PyString_FromString(m->func.m_ml->ml_name); +#endif +} +static PyMethodDef __pyx_CyFunction_methods[] = { + {"__reduce__", (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0}, + {0, 0, 0, 0} +}; +#if PY_VERSION_HEX < 0x030500A0 +#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func_weakreflist) +#else +#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func.m_weakreflist) +#endif +static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject *op, PyMethodDef *ml, int flags, PyObject* qualname, + PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) { + if (unlikely(op == NULL)) + return NULL; + op->flags = flags; + __Pyx_CyFunction_weakreflist(op) = NULL; + op->func.m_ml = ml; + op->func.m_self = (PyObject *) op; + Py_XINCREF(closure); + op->func_closure = closure; + Py_XINCREF(module); + op->func.m_module = module; + op->func_dict = NULL; + op->func_name = NULL; + Py_INCREF(qualname); + op->func_qualname = qualname; + op->func_doc = NULL; + op->func_classobj = NULL; + op->func_globals = globals; + Py_INCREF(op->func_globals); + Py_XINCREF(code); + op->func_code = code; + op->defaults_pyobjects = 0; + op->defaults_size = 0; + op->defaults = NULL; + op->defaults_tuple = NULL; + op->defaults_kwdict = NULL; + op->defaults_getter = NULL; + op->func_annotations = NULL; + return (PyObject *) op; +} +static int +__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m) +{ + Py_CLEAR(m->func_closure); + Py_CLEAR(m->func.m_module); + Py_CLEAR(m->func_dict); + Py_CLEAR(m->func_name); + Py_CLEAR(m->func_qualname); + Py_CLEAR(m->func_doc); + Py_CLEAR(m->func_globals); + Py_CLEAR(m->func_code); + Py_CLEAR(m->func_classobj); + Py_CLEAR(m->defaults_tuple); + Py_CLEAR(m->defaults_kwdict); + Py_CLEAR(m->func_annotations); + if (m->defaults) { + PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m); + int i; + for (i = 0; i < m->defaults_pyobjects; i++) + Py_XDECREF(pydefaults[i]); + PyObject_Free(m->defaults); + m->defaults = NULL; + } + return 0; +} +static void __Pyx__CyFunction_dealloc(__pyx_CyFunctionObject *m) +{ + if (__Pyx_CyFunction_weakreflist(m) != NULL) + PyObject_ClearWeakRefs((PyObject *) m); + __Pyx_CyFunction_clear(m); + PyObject_GC_Del(m); +} +static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m) +{ + PyObject_GC_UnTrack(m); + __Pyx__CyFunction_dealloc(m); +} +static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg) +{ + Py_VISIT(m->func_closure); + Py_VISIT(m->func.m_module); + Py_VISIT(m->func_dict); + Py_VISIT(m->func_name); + Py_VISIT(m->func_qualname); + Py_VISIT(m->func_doc); + Py_VISIT(m->func_globals); + Py_VISIT(m->func_code); + Py_VISIT(m->func_classobj); + Py_VISIT(m->defaults_tuple); + Py_VISIT(m->defaults_kwdict); + if (m->defaults) { + PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m); + int i; + for (i = 0; i < m->defaults_pyobjects; i++) + Py_VISIT(pydefaults[i]); + } + return 0; +} +static PyObject *__Pyx_CyFunction_descr_get(PyObject *func, PyObject *obj, PyObject *type) +{ +#if PY_MAJOR_VERSION < 3 + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + if (m->flags & __Pyx_CYFUNCTION_STATICMETHOD) { + Py_INCREF(func); + return func; + } + if (m->flags & __Pyx_CYFUNCTION_CLASSMETHOD) { + if (type == NULL) + type = (PyObject *)(Py_TYPE(obj)); + return __Pyx_PyMethod_New(func, type, (PyObject *)(Py_TYPE(type))); + } + if (obj == Py_None) + obj = NULL; +#endif + return __Pyx_PyMethod_New(func, obj, type); +} +static PyObject* +__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op) +{ +#if PY_MAJOR_VERSION >= 3 + return PyUnicode_FromFormat("", + op->func_qualname, (void *)op); +#else + return PyString_FromFormat("", + PyString_AsString(op->func_qualname), (void *)op); +#endif +} +static PyObject * __Pyx_CyFunction_CallMethod(PyObject *func, PyObject *self, PyObject *arg, PyObject *kw) { + PyCFunctionObject* f = (PyCFunctionObject*)func; + PyCFunction meth = f->m_ml->ml_meth; + Py_ssize_t size; + switch (f->m_ml->ml_flags & (METH_VARARGS | METH_KEYWORDS | METH_NOARGS | METH_O)) { + case METH_VARARGS: + if (likely(kw == NULL || PyDict_Size(kw) == 0)) + return (*meth)(self, arg); + break; + case METH_VARARGS | METH_KEYWORDS: + return (*(PyCFunctionWithKeywords)(void*)meth)(self, arg, kw); + case METH_NOARGS: + if (likely(kw == NULL || PyDict_Size(kw) == 0)) { + size = PyTuple_GET_SIZE(arg); + if (likely(size == 0)) + return (*meth)(self, NULL); + PyErr_Format(PyExc_TypeError, + "%.200s() takes no arguments (%" CYTHON_FORMAT_SSIZE_T "d given)", + f->m_ml->ml_name, size); + return NULL; + } + break; + case METH_O: + if (likely(kw == NULL || PyDict_Size(kw) == 0)) { + size = PyTuple_GET_SIZE(arg); + if (likely(size == 1)) { + PyObject *result, *arg0; + #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS + arg0 = PyTuple_GET_ITEM(arg, 0); + #else + arg0 = PySequence_ITEM(arg, 0); if (unlikely(!arg0)) return NULL; + #endif + result = (*meth)(self, arg0); + #if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS) + Py_DECREF(arg0); + #endif + return result; + } + PyErr_Format(PyExc_TypeError, + "%.200s() takes exactly one argument (%" CYTHON_FORMAT_SSIZE_T "d given)", + f->m_ml->ml_name, size); + return NULL; + } + break; + default: + PyErr_SetString(PyExc_SystemError, "Bad call flags in " + "__Pyx_CyFunction_Call. METH_OLDARGS is no " + "longer supported!"); + return NULL; + } + PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments", + f->m_ml->ml_name); + return NULL; +} +static CYTHON_INLINE PyObject *__Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { + return __Pyx_CyFunction_CallMethod(func, ((PyCFunctionObject*)func)->m_self, arg, kw); +} +static PyObject *__Pyx_CyFunction_CallAsMethod(PyObject *func, PyObject *args, PyObject *kw) { + PyObject *result; + __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *) func; + if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) { + Py_ssize_t argc; + PyObject *new_args; + PyObject *self; + argc = PyTuple_GET_SIZE(args); + new_args = PyTuple_GetSlice(args, 1, argc); + if (unlikely(!new_args)) + return NULL; + self = PyTuple_GetItem(args, 0); + if (unlikely(!self)) { + Py_DECREF(new_args); + return NULL; + } + result = __Pyx_CyFunction_CallMethod(func, self, new_args, kw); + Py_DECREF(new_args); + } else { + result = __Pyx_CyFunction_Call(func, args, kw); + } + return result; +} +static PyTypeObject __pyx_CyFunctionType_type = { + PyVarObject_HEAD_INIT(0, 0) + "cython_function_or_method", + sizeof(__pyx_CyFunctionObject), + 0, + (destructor) __Pyx_CyFunction_dealloc, + 0, + 0, + 0, +#if PY_MAJOR_VERSION < 3 + 0, +#else + 0, +#endif + (reprfunc) __Pyx_CyFunction_repr, + 0, + 0, + 0, + 0, + __Pyx_CyFunction_CallAsMethod, + 0, + 0, + 0, + 0, + Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, + 0, + (traverseproc) __Pyx_CyFunction_traverse, + (inquiry) __Pyx_CyFunction_clear, + 0, +#if PY_VERSION_HEX < 0x030500A0 + offsetof(__pyx_CyFunctionObject, func_weakreflist), +#else + offsetof(PyCFunctionObject, m_weakreflist), +#endif + 0, + 0, + __pyx_CyFunction_methods, + __pyx_CyFunction_members, + __pyx_CyFunction_getsets, + 0, + 0, + __Pyx_CyFunction_descr_get, + 0, + offsetof(__pyx_CyFunctionObject, func_dict), + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, +#if PY_VERSION_HEX >= 0x030400a1 + 0, +#endif +#if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800) + 0, +#endif +#if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000 + 0, +#endif +#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 + 0, +#endif +}; +static int __pyx_CyFunction_init(void) { + __pyx_CyFunctionType = __Pyx_FetchCommonType(&__pyx_CyFunctionType_type); + if (unlikely(__pyx_CyFunctionType == NULL)) { + return -1; + } + return 0; +} +static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults = PyObject_Malloc(size); + if (unlikely(!m->defaults)) + return PyErr_NoMemory(); + memset(m->defaults, 0, size); + m->defaults_pyobjects = pyobjects; + m->defaults_size = size; + return m->defaults; +} +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults_tuple = tuple; + Py_INCREF(tuple); +} +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults_kwdict = dict; + Py_INCREF(dict); +} +static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->func_annotations = dict; + Py_INCREF(dict); +} + +/* CythonFunction */ +static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml, int flags, PyObject* qualname, + PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) { + PyObject *op = __Pyx_CyFunction_Init( + PyObject_GC_New(__pyx_CyFunctionObject, __pyx_CyFunctionType), + ml, flags, qualname, closure, module, globals, code + ); + if (likely(op)) { + PyObject_GC_Track(op); + } + return op; +} + +/* GetTopmostException */ +#if CYTHON_USE_EXC_INFO_STACK +static _PyErr_StackItem * +__Pyx_PyErr_GetTopmostException(PyThreadState *tstate) +{ + _PyErr_StackItem *exc_info = tstate->exc_info; + while ((exc_info->exc_type == NULL || exc_info->exc_type == Py_None) && + exc_info->previous_item != NULL) + { + exc_info = exc_info->previous_item; + } + return exc_info; +} +#endif + +/* SaveResetException */ +#if CYTHON_FAST_THREAD_STATE +static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { + #if CYTHON_USE_EXC_INFO_STACK + _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate); + *type = exc_info->exc_type; + *value = exc_info->exc_value; + *tb = exc_info->exc_traceback; + #else + *type = tstate->exc_type; + *value = tstate->exc_value; + *tb = tstate->exc_traceback; + #endif + Py_XINCREF(*type); + Py_XINCREF(*value); + Py_XINCREF(*tb); +} +static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) { + PyObject *tmp_type, *tmp_value, *tmp_tb; + #if CYTHON_USE_EXC_INFO_STACK + _PyErr_StackItem *exc_info = tstate->exc_info; + tmp_type = exc_info->exc_type; + tmp_value = exc_info->exc_value; + tmp_tb = exc_info->exc_traceback; + exc_info->exc_type = type; + exc_info->exc_value = value; + exc_info->exc_traceback = tb; + #else + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = type; + tstate->exc_value = value; + tstate->exc_traceback = tb; + #endif + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +} +#endif + +/* GetException */ +#if CYTHON_FAST_THREAD_STATE +static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) +#else +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) +#endif +{ + PyObject *local_type, *local_value, *local_tb; +#if CYTHON_FAST_THREAD_STATE + PyObject *tmp_type, *tmp_value, *tmp_tb; + local_type = tstate->curexc_type; + local_value = tstate->curexc_value; + local_tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +#else + PyErr_Fetch(&local_type, &local_value, &local_tb); +#endif + PyErr_NormalizeException(&local_type, &local_value, &local_tb); +#if CYTHON_FAST_THREAD_STATE + if (unlikely(tstate->curexc_type)) +#else + if (unlikely(PyErr_Occurred())) +#endif + goto bad; + #if PY_MAJOR_VERSION >= 3 + if (local_tb) { + if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) + goto bad; + } + #endif + Py_XINCREF(local_tb); + Py_XINCREF(local_type); + Py_XINCREF(local_value); + *type = local_type; + *value = local_value; + *tb = local_tb; +#if CYTHON_FAST_THREAD_STATE + #if CYTHON_USE_EXC_INFO_STACK + { + _PyErr_StackItem *exc_info = tstate->exc_info; + tmp_type = exc_info->exc_type; + tmp_value = exc_info->exc_value; + tmp_tb = exc_info->exc_traceback; + exc_info->exc_type = local_type; + exc_info->exc_value = local_value; + exc_info->exc_traceback = local_tb; + } + #else + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = local_type; + tstate->exc_value = local_value; + tstate->exc_traceback = local_tb; + #endif + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_SetExcInfo(local_type, local_value, local_tb); +#endif + return 0; +bad: + *type = 0; + *value = 0; + *tb = 0; + Py_XDECREF(local_type); + Py_XDECREF(local_value); + Py_XDECREF(local_tb); + return -1; +} + +/* PyErrFetchRestore */ +#if CYTHON_FAST_THREAD_STATE +static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) { + PyObject *tmp_type, *tmp_value, *tmp_tb; + tmp_type = tstate->curexc_type; + tmp_value = tstate->curexc_value; + tmp_tb = tstate->curexc_traceback; + tstate->curexc_type = type; + tstate->curexc_value = value; + tstate->curexc_traceback = tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +} +static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { + *type = tstate->curexc_type; + *value = tstate->curexc_value; + *tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +} +#endif + +/* SliceTupleAndList */ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE void __Pyx_crop_slice(Py_ssize_t* _start, Py_ssize_t* _stop, Py_ssize_t* _length) { + Py_ssize_t start = *_start, stop = *_stop, length = *_length; + if (start < 0) { + start += length; + if (start < 0) + start = 0; + } + if (stop < 0) + stop += length; + else if (stop > length) + stop = length; + *_length = stop - start; + *_start = start; + *_stop = stop; +} +static CYTHON_INLINE void __Pyx_copy_object_array(PyObject** CYTHON_RESTRICT src, PyObject** CYTHON_RESTRICT dest, Py_ssize_t length) { + PyObject *v; + Py_ssize_t i; + for (i = 0; i < length; i++) { + v = dest[i] = src[i]; + Py_INCREF(v); + } +} +static CYTHON_INLINE PyObject* __Pyx_PyList_GetSlice( + PyObject* src, Py_ssize_t start, Py_ssize_t stop) { + PyObject* dest; + Py_ssize_t length = PyList_GET_SIZE(src); + __Pyx_crop_slice(&start, &stop, &length); + if (unlikely(length <= 0)) + return PyList_New(0); + dest = PyList_New(length); + if (unlikely(!dest)) + return NULL; + __Pyx_copy_object_array( + ((PyListObject*)src)->ob_item + start, + ((PyListObject*)dest)->ob_item, + length); + return dest; +} +static CYTHON_INLINE PyObject* __Pyx_PyTuple_GetSlice( + PyObject* src, Py_ssize_t start, Py_ssize_t stop) { + PyObject* dest; + Py_ssize_t length = PyTuple_GET_SIZE(src); + __Pyx_crop_slice(&start, &stop, &length); + if (unlikely(length <= 0)) + return PyTuple_New(0); + dest = PyTuple_New(length); + if (unlikely(!dest)) + return NULL; + __Pyx_copy_object_array( + ((PyTupleObject*)src)->ob_item + start, + ((PyTupleObject*)dest)->ob_item, + length); + return dest; +} +#endif + +/* PyObject_GenericGetAttrNoDict */ +#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000 +static PyObject *__Pyx_RaiseGenericGetAttributeError(PyTypeObject *tp, PyObject *attr_name) { + PyErr_Format(PyExc_AttributeError, +#if PY_MAJOR_VERSION >= 3 + "'%.50s' object has no attribute '%U'", + tp->tp_name, attr_name); +#else + "'%.50s' object has no attribute '%.400s'", + tp->tp_name, PyString_AS_STRING(attr_name)); +#endif + return NULL; +} +static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name) { + PyObject *descr; + PyTypeObject *tp = Py_TYPE(obj); + if (unlikely(!PyString_Check(attr_name))) { + return PyObject_GenericGetAttr(obj, attr_name); + } + assert(!tp->tp_dictoffset); + descr = _PyType_Lookup(tp, attr_name); + if (unlikely(!descr)) { + return __Pyx_RaiseGenericGetAttributeError(tp, attr_name); + } + Py_INCREF(descr); + #if PY_MAJOR_VERSION < 3 + if (likely(PyType_HasFeature(Py_TYPE(descr), Py_TPFLAGS_HAVE_CLASS))) + #endif + { + descrgetfunc f = Py_TYPE(descr)->tp_descr_get; + if (unlikely(f)) { + PyObject *res = f(descr, obj, (PyObject *)tp); + Py_DECREF(descr); + return res; + } + } + return descr; +} +#endif + +/* Import */ +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { + PyObject *empty_list = 0; + PyObject *module = 0; + PyObject *global_dict = 0; + PyObject *empty_dict = 0; + PyObject *list; + #if PY_MAJOR_VERSION < 3 + PyObject *py_import; + py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import); + if (!py_import) + goto bad; + #endif + if (from_list) + list = from_list; + else { + empty_list = PyList_New(0); + if (!empty_list) + goto bad; + list = empty_list; + } + global_dict = PyModule_GetDict(__pyx_m); + if (!global_dict) + goto bad; + empty_dict = PyDict_New(); + if (!empty_dict) + goto bad; + { + #if PY_MAJOR_VERSION >= 3 + if (level == -1) { + if ((1) && (strchr(__Pyx_MODULE_NAME, '.'))) { + module = PyImport_ImportModuleLevelObject( + name, global_dict, empty_dict, list, 1); + if (!module) { + if (!PyErr_ExceptionMatches(PyExc_ImportError)) + goto bad; + PyErr_Clear(); + } + } + level = 0; + } + #endif + if (!module) { + #if PY_MAJOR_VERSION < 3 + PyObject *py_level = PyInt_FromLong(level); + if (!py_level) + goto bad; + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, py_level, (PyObject *)NULL); + Py_DECREF(py_level); + #else + module = PyImport_ImportModuleLevelObject( + name, global_dict, empty_dict, list, level); + #endif + } + } +bad: + #if PY_MAJOR_VERSION < 3 + Py_XDECREF(py_import); + #endif + Py_XDECREF(empty_list); + Py_XDECREF(empty_dict); + return module; +} + +/* ImportFrom */ +static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) { + PyObject* value = __Pyx_PyObject_GetAttrStr(module, name); + if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) { + PyErr_Format(PyExc_ImportError, + #if PY_MAJOR_VERSION < 3 + "cannot import name %.230s", PyString_AS_STRING(name)); + #else + "cannot import name %S", name); + #endif + } + return value; +} + +/* CalculateMetaclass */ +static PyObject *__Pyx_CalculateMetaclass(PyTypeObject *metaclass, PyObject *bases) { + Py_ssize_t i, nbases = PyTuple_GET_SIZE(bases); + for (i=0; i < nbases; i++) { + PyTypeObject *tmptype; + PyObject *tmp = PyTuple_GET_ITEM(bases, i); + tmptype = Py_TYPE(tmp); +#if PY_MAJOR_VERSION < 3 + if (tmptype == &PyClass_Type) + continue; +#endif + if (!metaclass) { + metaclass = tmptype; + continue; + } + if (PyType_IsSubtype(metaclass, tmptype)) + continue; + if (PyType_IsSubtype(tmptype, metaclass)) { + metaclass = tmptype; + continue; + } + PyErr_SetString(PyExc_TypeError, + "metaclass conflict: " + "the metaclass of a derived class " + "must be a (non-strict) subclass " + "of the metaclasses of all its bases"); + return NULL; + } + if (!metaclass) { +#if PY_MAJOR_VERSION < 3 + metaclass = &PyClass_Type; +#else + metaclass = &PyType_Type; +#endif + } + Py_INCREF((PyObject*) metaclass); + return (PyObject*) metaclass; +} + +/* Py3ClassCreate */ +static PyObject *__Pyx_Py3MetaclassPrepare(PyObject *metaclass, PyObject *bases, PyObject *name, + PyObject *qualname, PyObject *mkw, PyObject *modname, PyObject *doc) { + PyObject *ns; + if (metaclass) { + PyObject *prep = __Pyx_PyObject_GetAttrStr(metaclass, __pyx_n_s_prepare); + if (prep) { + PyObject *pargs = PyTuple_Pack(2, name, bases); + if (unlikely(!pargs)) { + Py_DECREF(prep); + return NULL; + } + ns = PyObject_Call(prep, pargs, mkw); + Py_DECREF(prep); + Py_DECREF(pargs); + } else { + if (unlikely(!PyErr_ExceptionMatches(PyExc_AttributeError))) + return NULL; + PyErr_Clear(); + ns = PyDict_New(); + } + } else { + ns = PyDict_New(); + } + if (unlikely(!ns)) + return NULL; + if (unlikely(PyObject_SetItem(ns, __pyx_n_s_module, modname) < 0)) goto bad; + if (unlikely(PyObject_SetItem(ns, __pyx_n_s_qualname, qualname) < 0)) goto bad; + if (unlikely(doc && PyObject_SetItem(ns, __pyx_n_s_doc, doc) < 0)) goto bad; + return ns; +bad: + Py_DECREF(ns); + return NULL; +} +static PyObject *__Pyx_Py3ClassCreate(PyObject *metaclass, PyObject *name, PyObject *bases, + PyObject *dict, PyObject *mkw, + int calculate_metaclass, int allow_py2_metaclass) { + PyObject *result, *margs; + PyObject *owned_metaclass = NULL; + if (allow_py2_metaclass) { + owned_metaclass = PyObject_GetItem(dict, __pyx_n_s_metaclass); + if (owned_metaclass) { + metaclass = owned_metaclass; + } else if (likely(PyErr_ExceptionMatches(PyExc_KeyError))) { + PyErr_Clear(); + } else { + return NULL; + } + } + if (calculate_metaclass && (!metaclass || PyType_Check(metaclass))) { + metaclass = __Pyx_CalculateMetaclass((PyTypeObject*) metaclass, bases); + Py_XDECREF(owned_metaclass); + if (unlikely(!metaclass)) + return NULL; + owned_metaclass = metaclass; + } + margs = PyTuple_Pack(3, name, bases, dict); + if (unlikely(!margs)) { + result = NULL; + } else { + result = PyObject_Call(metaclass, margs, mkw); + Py_DECREF(margs); + } + Py_XDECREF(owned_metaclass); + return result; +} + +/* CLineInTraceback */ +#ifndef CYTHON_CLINE_IN_TRACEBACK +static int __Pyx_CLineForTraceback(CYTHON_NCP_UNUSED PyThreadState *tstate, int c_line) { + PyObject *use_cline; + PyObject *ptype, *pvalue, *ptraceback; +#if CYTHON_COMPILING_IN_CPYTHON + PyObject **cython_runtime_dict; +#endif + if (unlikely(!__pyx_cython_runtime)) { + return c_line; + } + __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback); +#if CYTHON_COMPILING_IN_CPYTHON + cython_runtime_dict = _PyObject_GetDictPtr(__pyx_cython_runtime); + if (likely(cython_runtime_dict)) { + __PYX_PY_DICT_LOOKUP_IF_MODIFIED( + use_cline, *cython_runtime_dict, + __Pyx_PyDict_GetItemStr(*cython_runtime_dict, __pyx_n_s_cline_in_traceback)) + } else +#endif + { + PyObject *use_cline_obj = __Pyx_PyObject_GetAttrStr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback); + if (use_cline_obj) { + use_cline = PyObject_Not(use_cline_obj) ? Py_False : Py_True; + Py_DECREF(use_cline_obj); + } else { + PyErr_Clear(); + use_cline = NULL; + } + } + if (!use_cline) { + c_line = 0; + (void) PyObject_SetAttr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback, Py_False); + } + else if (use_cline == Py_False || (use_cline != Py_True && PyObject_Not(use_cline) != 0)) { + c_line = 0; + } + __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback); + return c_line; +} +#endif + +/* CodeObjectCache */ +static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { + int start = 0, mid = 0, end = count - 1; + if (end >= 0 && code_line > entries[end].code_line) { + return count; + } + while (start < end) { + mid = start + (end - start) / 2; + if (code_line < entries[mid].code_line) { + end = mid; + } else if (code_line > entries[mid].code_line) { + start = mid + 1; + } else { + return mid; + } + } + if (code_line <= entries[mid].code_line) { + return mid; + } else { + return mid + 1; + } +} +static PyCodeObject *__pyx_find_code_object(int code_line) { + PyCodeObject* code_object; + int pos; + if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) { + return NULL; + } + pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); + if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) { + return NULL; + } + code_object = __pyx_code_cache.entries[pos].code_object; + Py_INCREF(code_object); + return code_object; +} +static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) { + int pos, i; + __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries; + if (unlikely(!code_line)) { + return; + } + if (unlikely(!entries)) { + entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry)); + if (likely(entries)) { + __pyx_code_cache.entries = entries; + __pyx_code_cache.max_count = 64; + __pyx_code_cache.count = 1; + entries[0].code_line = code_line; + entries[0].code_object = code_object; + Py_INCREF(code_object); + } + return; + } + pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); + if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) { + PyCodeObject* tmp = entries[pos].code_object; + entries[pos].code_object = code_object; + Py_DECREF(tmp); + return; + } + if (__pyx_code_cache.count == __pyx_code_cache.max_count) { + int new_max = __pyx_code_cache.max_count + 64; + entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc( + __pyx_code_cache.entries, ((size_t)new_max) * sizeof(__Pyx_CodeObjectCacheEntry)); + if (unlikely(!entries)) { + return; + } + __pyx_code_cache.entries = entries; + __pyx_code_cache.max_count = new_max; + } + for (i=__pyx_code_cache.count; i>pos; i--) { + entries[i] = entries[i-1]; + } + entries[pos].code_line = code_line; + entries[pos].code_object = code_object; + __pyx_code_cache.count++; + Py_INCREF(code_object); +} + +/* AddTraceback */ +#include "compile.h" +#include "frameobject.h" +#include "traceback.h" +static PyCodeObject* __Pyx_CreateCodeObjectForTraceback( + const char *funcname, int c_line, + int py_line, const char *filename) { + PyCodeObject *py_code = NULL; + PyObject *py_funcname = NULL; + #if PY_MAJOR_VERSION < 3 + PyObject *py_srcfile = NULL; + py_srcfile = PyString_FromString(filename); + if (!py_srcfile) goto bad; + #endif + if (c_line) { + #if PY_MAJOR_VERSION < 3 + py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); + if (!py_funcname) goto bad; + #else + py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); + if (!py_funcname) goto bad; + funcname = PyUnicode_AsUTF8(py_funcname); + if (!funcname) goto bad; + #endif + } + else { + #if PY_MAJOR_VERSION < 3 + py_funcname = PyString_FromString(funcname); + if (!py_funcname) goto bad; + #endif + } + #if PY_MAJOR_VERSION < 3 + py_code = __Pyx_PyCode_New( + 0, + 0, + 0, + 0, + 0, + __pyx_empty_bytes, /*PyObject *code,*/ + __pyx_empty_tuple, /*PyObject *consts,*/ + __pyx_empty_tuple, /*PyObject *names,*/ + __pyx_empty_tuple, /*PyObject *varnames,*/ + __pyx_empty_tuple, /*PyObject *freevars,*/ + __pyx_empty_tuple, /*PyObject *cellvars,*/ + py_srcfile, /*PyObject *filename,*/ + py_funcname, /*PyObject *name,*/ + py_line, + __pyx_empty_bytes /*PyObject *lnotab*/ + ); + Py_DECREF(py_srcfile); + #else + py_code = PyCode_NewEmpty(filename, funcname, py_line); + #endif + Py_XDECREF(py_funcname); // XDECREF since it's only set on Py3 if cline + return py_code; +bad: + Py_XDECREF(py_funcname); + #if PY_MAJOR_VERSION < 3 + Py_XDECREF(py_srcfile); + #endif + return NULL; +} +static void __Pyx_AddTraceback(const char *funcname, int c_line, + int py_line, const char *filename) { + PyCodeObject *py_code = 0; + PyFrameObject *py_frame = 0; + PyThreadState *tstate = __Pyx_PyThreadState_Current; + if (c_line) { + c_line = __Pyx_CLineForTraceback(tstate, c_line); + } + py_code = __pyx_find_code_object(c_line ? -c_line : py_line); + if (!py_code) { + py_code = __Pyx_CreateCodeObjectForTraceback( + funcname, c_line, py_line, filename); + if (!py_code) goto bad; + __pyx_insert_code_object(c_line ? -c_line : py_line, py_code); + } + py_frame = PyFrame_New( + tstate, /*PyThreadState *tstate,*/ + py_code, /*PyCodeObject *code,*/ + __pyx_d, /*PyObject *globals,*/ + 0 /*PyObject *locals*/ + ); + if (!py_frame) goto bad; + __Pyx_PyFrame_SetLineNumber(py_frame, py_line); + PyTraceBack_Here(py_frame); +bad: + Py_XDECREF(py_code); + Py_XDECREF(py_frame); +} + +/* CIntToPy */ +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { +#ifdef __Pyx_HAS_GCC_DIAGNOSTIC +#pragma GCC diagnostic push +#pragma GCC diagnostic ignored "-Wconversion" +#endif + const long neg_one = (long) -1, const_zero = (long) 0; +#ifdef __Pyx_HAS_GCC_DIAGNOSTIC +#pragma GCC diagnostic pop +#endif + const int is_unsigned = neg_one > const_zero; + if (is_unsigned) { + if (sizeof(long) < sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(long) <= sizeof(unsigned long)) { + return PyLong_FromUnsignedLong((unsigned long) value); +#ifdef HAVE_LONG_LONG + } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { + return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); +#endif + } + } else { + if (sizeof(long) <= sizeof(long)) { + return PyInt_FromLong((long) value); +#ifdef HAVE_LONG_LONG + } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { + return PyLong_FromLongLong((PY_LONG_LONG) value); +#endif + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(long), + little, !is_unsigned); + } +} + +/* CIntFromPyVerify */ +#define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\ + __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0) +#define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\ + __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1) +#define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\ + {\ + func_type value = func_value;\ + if (sizeof(target_type) < sizeof(func_type)) {\ + if (unlikely(value != (func_type) (target_type) value)) {\ + func_type zero = 0;\ + if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\ + return (target_type) -1;\ + if (is_unsigned && unlikely(value < zero))\ + goto raise_neg_overflow;\ + else\ + goto raise_overflow;\ + }\ + }\ + return (target_type) value;\ + } + +/* CIntFromPy */ +static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { +#ifdef __Pyx_HAS_GCC_DIAGNOSTIC +#pragma GCC diagnostic push +#pragma GCC diagnostic ignored "-Wconversion" +#endif + const long neg_one = (long) -1, const_zero = (long) 0; +#ifdef __Pyx_HAS_GCC_DIAGNOSTIC +#pragma GCC diagnostic pop +#endif + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + if (sizeof(long) < sizeof(long)) { + __PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG(x)) + } else { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + goto raise_neg_overflow; + } + return (long) val; + } + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (long) 0; + case 1: __PYX_VERIFY_RETURN_INT(long, digit, digits[0]) + case 2: + if (8 * sizeof(long) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(long) >= 2 * PyLong_SHIFT) { + return (long) (((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])); + } + } + break; + case 3: + if (8 * sizeof(long) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(long) >= 3 * PyLong_SHIFT) { + return (long) (((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])); + } + } + break; + case 4: + if (8 * sizeof(long) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(long) >= 4 * PyLong_SHIFT) { + return (long) (((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])); + } + } + break; + } +#endif +#if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } +#else + { + int result = PyObject_RichCompareBool(x, Py_False, Py_LT); + if (unlikely(result < 0)) + return (long) -1; + if (unlikely(result == 1)) + goto raise_neg_overflow; + } +#endif + if (sizeof(long) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT_EXC(long, unsigned long, PyLong_AsUnsignedLong(x)) +#ifdef HAVE_LONG_LONG + } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) +#endif + } + } else { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (long) 0; + case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, (sdigit) (-(sdigit)digits[0])) + case 1: __PYX_VERIFY_RETURN_INT(long, digit, +digits[0]) + case -2: + if (8 * sizeof(long) - 1 > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { + return (long) (((long)-1)*(((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); + } + } + break; + case 2: + if (8 * sizeof(long) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { + return (long) ((((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); + } + } + break; + case -3: + if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { + return (long) (((long)-1)*(((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); + } + } + break; + case 3: + if (8 * sizeof(long) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { + return (long) ((((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); + } + } + break; + case -4: + if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { + return (long) (((long)-1)*(((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); + } + } + break; + case 4: + if (8 * sizeof(long) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { + return (long) ((((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); + } + } + break; + } +#endif + if (sizeof(long) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x)) +#ifdef HAVE_LONG_LONG + } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x)) +#endif + } + } + { +#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) + PyErr_SetString(PyExc_RuntimeError, + "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); +#else + long val; + PyObject *v = __Pyx_PyNumber_IntOrLong(x); + #if PY_MAJOR_VERSION < 3 + if (likely(v) && !PyLong_Check(v)) { + PyObject *tmp = v; + v = PyNumber_Long(tmp); + Py_DECREF(tmp); + } + #endif + if (likely(v)) { + int one = 1; int is_little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&val; + int ret = _PyLong_AsByteArray((PyLongObject *)v, + bytes, sizeof(val), + is_little, !is_unsigned); + Py_DECREF(v); + if (likely(!ret)) + return val; + } +#endif + return (long) -1; + } + } else { + long val; + PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); + if (!tmp) return (long) -1; + val = __Pyx_PyInt_As_long(tmp); + Py_DECREF(tmp); + return val; + } +raise_overflow: + PyErr_SetString(PyExc_OverflowError, + "value too large to convert to long"); + return (long) -1; +raise_neg_overflow: + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to long"); + return (long) -1; +} + +/* CIntFromPy */ +static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { +#ifdef __Pyx_HAS_GCC_DIAGNOSTIC +#pragma GCC diagnostic push +#pragma GCC diagnostic ignored "-Wconversion" +#endif + const int neg_one = (int) -1, const_zero = (int) 0; +#ifdef __Pyx_HAS_GCC_DIAGNOSTIC +#pragma GCC diagnostic pop +#endif + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + if (sizeof(int) < sizeof(long)) { + __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x)) + } else { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + goto raise_neg_overflow; + } + return (int) val; + } + } else +#endif + if (likely(PyLong_Check(x))) { + if (is_unsigned) { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (int) 0; + case 1: __PYX_VERIFY_RETURN_INT(int, digit, digits[0]) + case 2: + if (8 * sizeof(int) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) >= 2 * PyLong_SHIFT) { + return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); + } + } + break; + case 3: + if (8 * sizeof(int) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) >= 3 * PyLong_SHIFT) { + return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); + } + } + break; + case 4: + if (8 * sizeof(int) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) >= 4 * PyLong_SHIFT) { + return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); + } + } + break; + } +#endif +#if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } +#else + { + int result = PyObject_RichCompareBool(x, Py_False, Py_LT); + if (unlikely(result < 0)) + return (int) -1; + if (unlikely(result == 1)) + goto raise_neg_overflow; + } +#endif + if (sizeof(int) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x)) +#ifdef HAVE_LONG_LONG + } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) +#endif + } + } else { +#if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)x)->ob_digit; + switch (Py_SIZE(x)) { + case 0: return (int) 0; + case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, (sdigit) (-(sdigit)digits[0])) + case 1: __PYX_VERIFY_RETURN_INT(int, digit, +digits[0]) + case -2: + if (8 * sizeof(int) - 1 > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { + return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + case 2: + if (8 * sizeof(int) > 1 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { + return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + case -3: + if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { + return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + case 3: + if (8 * sizeof(int) > 2 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { + return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + case -4: + if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) { + return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + case 4: + if (8 * sizeof(int) > 3 * PyLong_SHIFT) { + if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) { + return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + } +#endif + if (sizeof(int) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x)) +#ifdef HAVE_LONG_LONG + } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { + __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x)) +#endif + } + } + { +#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) + PyErr_SetString(PyExc_RuntimeError, + "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); +#else + int val; + PyObject *v = __Pyx_PyNumber_IntOrLong(x); + #if PY_MAJOR_VERSION < 3 + if (likely(v) && !PyLong_Check(v)) { + PyObject *tmp = v; + v = PyNumber_Long(tmp); + Py_DECREF(tmp); + } + #endif + if (likely(v)) { + int one = 1; int is_little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&val; + int ret = _PyLong_AsByteArray((PyLongObject *)v, + bytes, sizeof(val), + is_little, !is_unsigned); + Py_DECREF(v); + if (likely(!ret)) + return val; + } +#endif + return (int) -1; + } + } else { + int val; + PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); + if (!tmp) return (int) -1; + val = __Pyx_PyInt_As_int(tmp); + Py_DECREF(tmp); + return val; + } +raise_overflow: + PyErr_SetString(PyExc_OverflowError, + "value too large to convert to int"); + return (int) -1; +raise_neg_overflow: + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to int"); + return (int) -1; +} + +/* FastTypeChecks */ +#if CYTHON_COMPILING_IN_CPYTHON +static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) { + while (a) { + a = a->tp_base; + if (a == b) + return 1; + } + return b == &PyBaseObject_Type; +} +static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b) { + PyObject *mro; + if (a == b) return 1; + mro = a->tp_mro; + if (likely(mro)) { + Py_ssize_t i, n; + n = PyTuple_GET_SIZE(mro); + for (i = 0; i < n; i++) { + if (PyTuple_GET_ITEM(mro, i) == (PyObject *)b) + return 1; + } + return 0; + } + return __Pyx_InBases(a, b); +} +#if PY_MAJOR_VERSION == 2 +static int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject* exc_type2) { + PyObject *exception, *value, *tb; + int res; + __Pyx_PyThreadState_declare + __Pyx_PyThreadState_assign + __Pyx_ErrFetch(&exception, &value, &tb); + res = exc_type1 ? PyObject_IsSubclass(err, exc_type1) : 0; + if (unlikely(res == -1)) { + PyErr_WriteUnraisable(err); + res = 0; + } + if (!res) { + res = PyObject_IsSubclass(err, exc_type2); + if (unlikely(res == -1)) { + PyErr_WriteUnraisable(err); + res = 0; + } + } + __Pyx_ErrRestore(exception, value, tb); + return res; +} +#else +static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject *exc_type2) { + int res = exc_type1 ? __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type1) : 0; + if (!res) { + res = __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2); + } + return res; +} +#endif +static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) { + Py_ssize_t i, n; + assert(PyExceptionClass_Check(exc_type)); + n = PyTuple_GET_SIZE(tuple); +#if PY_MAJOR_VERSION >= 3 + for (i=0; ip) { + #if PY_MAJOR_VERSION < 3 + if (t->is_unicode) { + *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL); + } else if (t->intern) { + *t->p = PyString_InternFromString(t->s); + } else { + *t->p = PyString_FromStringAndSize(t->s, t->n - 1); + } + #else + if (t->is_unicode | t->is_str) { + if (t->intern) { + *t->p = PyUnicode_InternFromString(t->s); + } else if (t->encoding) { + *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL); + } else { + *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1); + } + } else { + *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1); + } + #endif + if (!*t->p) + return -1; + if (PyObject_Hash(*t->p) == -1) + return -1; + ++t; + } + return 0; +} + +static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) { + return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str)); +} +static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject* o) { + Py_ssize_t ignore; + return __Pyx_PyObject_AsStringAndSize(o, &ignore); +} +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT +#if !CYTHON_PEP393_ENABLED +static const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) { + char* defenc_c; + PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL); + if (!defenc) return NULL; + defenc_c = PyBytes_AS_STRING(defenc); +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + { + char* end = defenc_c + PyBytes_GET_SIZE(defenc); + char* c; + for (c = defenc_c; c < end; c++) { + if ((unsigned char) (*c) >= 128) { + PyUnicode_AsASCIIString(o); + return NULL; + } + } + } +#endif + *length = PyBytes_GET_SIZE(defenc); + return defenc_c; +} +#else +static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) { + if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL; +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + if (likely(PyUnicode_IS_ASCII(o))) { + *length = PyUnicode_GET_LENGTH(o); + return PyUnicode_AsUTF8(o); + } else { + PyUnicode_AsASCIIString(o); + return NULL; + } +#else + return PyUnicode_AsUTF8AndSize(o, length); +#endif +} +#endif +#endif +static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) { +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT + if ( +#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + __Pyx_sys_getdefaultencoding_not_ascii && +#endif + PyUnicode_Check(o)) { + return __Pyx_PyUnicode_AsStringAndSize(o, length); + } else +#endif +#if (!CYTHON_COMPILING_IN_PYPY) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE)) + if (PyByteArray_Check(o)) { + *length = PyByteArray_GET_SIZE(o); + return PyByteArray_AS_STRING(o); + } else +#endif + { + char* result; + int r = PyBytes_AsStringAndSize(o, &result, length); + if (unlikely(r < 0)) { + return NULL; + } else { + return result; + } + } +} +static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) { + int is_true = x == Py_True; + if (is_true | (x == Py_False) | (x == Py_None)) return is_true; + else return PyObject_IsTrue(x); +} +static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject* x) { + int retval; + if (unlikely(!x)) return -1; + retval = __Pyx_PyObject_IsTrue(x); + Py_DECREF(x); + return retval; +} +static PyObject* __Pyx_PyNumber_IntOrLongWrongResultType(PyObject* result, const char* type_name) { +#if PY_MAJOR_VERSION >= 3 + if (PyLong_Check(result)) { + if (PyErr_WarnFormat(PyExc_DeprecationWarning, 1, + "__int__ returned non-int (type %.200s). " + "The ability to return an instance of a strict subclass of int " + "is deprecated, and may be removed in a future version of Python.", + Py_TYPE(result)->tp_name)) { + Py_DECREF(result); + return NULL; + } + return result; + } +#endif + PyErr_Format(PyExc_TypeError, + "__%.4s__ returned non-%.4s (type %.200s)", + type_name, type_name, Py_TYPE(result)->tp_name); + Py_DECREF(result); + return NULL; +} +static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x) { +#if CYTHON_USE_TYPE_SLOTS + PyNumberMethods *m; +#endif + const char *name = NULL; + PyObject *res = NULL; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x) || PyLong_Check(x))) +#else + if (likely(PyLong_Check(x))) +#endif + return __Pyx_NewRef(x); +#if CYTHON_USE_TYPE_SLOTS + m = Py_TYPE(x)->tp_as_number; + #if PY_MAJOR_VERSION < 3 + if (m && m->nb_int) { + name = "int"; + res = m->nb_int(x); + } + else if (m && m->nb_long) { + name = "long"; + res = m->nb_long(x); + } + #else + if (likely(m && m->nb_int)) { + name = "int"; + res = m->nb_int(x); + } + #endif +#else + if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) { + res = PyNumber_Int(x); + } +#endif + if (likely(res)) { +#if PY_MAJOR_VERSION < 3 + if (unlikely(!PyInt_Check(res) && !PyLong_Check(res))) { +#else + if (unlikely(!PyLong_CheckExact(res))) { +#endif + return __Pyx_PyNumber_IntOrLongWrongResultType(res, name); + } + } + else if (!PyErr_Occurred()) { + PyErr_SetString(PyExc_TypeError, + "an integer is required"); + } + return res; +} +static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) { + Py_ssize_t ival; + PyObject *x; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_CheckExact(b))) { + if (sizeof(Py_ssize_t) >= sizeof(long)) + return PyInt_AS_LONG(b); + else + return PyInt_AsSsize_t(b); + } +#endif + if (likely(PyLong_CheckExact(b))) { + #if CYTHON_USE_PYLONG_INTERNALS + const digit* digits = ((PyLongObject*)b)->ob_digit; + const Py_ssize_t size = Py_SIZE(b); + if (likely(__Pyx_sst_abs(size) <= 1)) { + ival = likely(size) ? digits[0] : 0; + if (size == -1) ival = -ival; + return ival; + } else { + switch (size) { + case 2: + if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) { + return (Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); + } + break; + case -2: + if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) { + return -(Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); + } + break; + case 3: + if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) { + return (Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); + } + break; + case -3: + if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) { + return -(Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); + } + break; + case 4: + if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) { + return (Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); + } + break; + case -4: + if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) { + return -(Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); + } + break; + } + } + #endif + return PyLong_AsSsize_t(b); + } + x = PyNumber_Index(b); + if (!x) return -1; + ival = PyInt_AsSsize_t(x); + Py_DECREF(x); + return ival; +} +static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject* o) { + if (sizeof(Py_hash_t) == sizeof(Py_ssize_t)) { + return (Py_hash_t) __Pyx_PyIndex_AsSsize_t(o); +#if PY_MAJOR_VERSION < 3 + } else if (likely(PyInt_CheckExact(o))) { + return PyInt_AS_LONG(o); +#endif + } else { + Py_ssize_t ival; + PyObject *x; + x = PyNumber_Index(o); + if (!x) return -1; + ival = PyInt_AsLong(x); + Py_DECREF(x); + return ival; + } +} +static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b) { + return b ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False); +} +static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) { + return PyInt_FromSize_t(ival); +} + + +#endif /* Py_PYTHON_H */ diff --git a/pynars/utils/SparseLUT/temp/sparse_lut.html b/pynars/utils/SparseLUT/temp/sparse_lut.html new file mode 100644 index 0000000..c7cbe42 --- /dev/null +++ b/pynars/utils/SparseLUT/temp/sparse_lut.html @@ -0,0 +1,3148 @@ + + + + + + Cython: sparse_lut.py + + + +

Generated by Cython 0.29.27

+

+ Yellow lines hint at Python interaction.
+ Click on a line that starts with a "+" to see the C code that Cython generated for it. +

+

Raw output: sparse_lut.c

+
+001: from pathlib import Path
+
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+  __Pyx_GIVEREF(__pyx_n_s_Path);
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diff --git a/pynars/utils/SparseLUT/temp/sparse_lut.py b/pynars/utils/SparseLUT/temp/sparse_lut.py new file mode 100644 index 0000000..8007582 --- /dev/null +++ b/pynars/utils/SparseLUT/temp/sparse_lut.py @@ -0,0 +1,101 @@ +from pathlib import Path +import pickle +from typing import List, Tuple, Union +from ordered_set import OrderedSet +from .branch_list import BranchList, Node +from typing import Any +from copy import deepcopy +from tqdm import tqdm +# import sty + + + +class SparseLUT: + shape: Tuple[int] + depth: int + blist: BranchList + lut: dict + data: list + + def __init__(self, shape: tuple) -> None: + self.shape = tuple(shape) + self.depth = len(self.shape) - 1 + self.blist = BranchList(shape) + self.lut = dict() + self.data = [] + + def add(self, indices: Union[list, tuple], value): + self.data.append((indices, value)) + + + def build(self, clear=True): + if len(self.data) == 0: return + for i, (indices, value) in enumerate(tqdm(self.data)): + self.blist.add(indices, value) + self.blist.build(OrderedSet, OrderedSet.add) + # lut = self.lut + + def set_value(blists:List[Node], lut, i_depth=0): + '''''' + # if i_depth <= self.depth: + for blist in blists: + if i_depth < self.depth: + keys, blist_next = blist.index, list(blist.next_nodes.values()) + lut_next = dict() + set_value(blist_next, lut_next, i_depth+1) + for key in keys: + lut[key] = lut_next + + else: + keys, blist_next = blist.index, blist.next_nodes + for key in keys: + lut[key] = deepcopy(blist.next_nodes) + # else: + + + + set_value(list(self.blist.blists[1].values()), self.lut) + + + if clear: self.blist.clear() + + def clear(self): + self.blist.clear() + del self.lut + self.lut = dict() + + + def dump(self, root_path: str, name_cache: str='LUT'): + with open(Path(root_path)/f'{name_cache}.pkl', 'wb') as f: + pickle.dump((self.data, self.lut), f) + + def load(self, root_path: str, name_cache: str='LUT'): + with open(Path(root_path)/f'{name_cache}.pkl', 'rb') as f: + self.data, self.lut = pickle.load(f) + + def draw(self, show_labels=True): + self.blist.draw(show_labels=show_labels) + + def __setitem__(self, indices: tuple, value): + # indices = tuple(index if index is not None else slice(None) for index in indices) + self.add(indices, value) + + def get(self, indices: tuple): + ''' + each item in indices should be int, Any/None. + ''' + lut = self.lut + for index in indices[:-1]: + # print(index) + if index is Any: index = None + lut = lut.get(index, None) + if lut is None: return None + index = indices[-1] if indices is not Any else None + return lut.get(index, None) + + def __getitem__(self, indices: tuple): + if isinstance(indices, int): indices = (indices,) + return self.get(indices) + + def __len__(self): + return len(self.data) \ No newline at end of file diff --git a/requirements.txt b/requirements.txt index 8c449f1..165987d 100644 --- a/requirements.txt +++ b/requirements.txt @@ -16,3 +16,4 @@ sty>=1.0.0rc2 tqdm<=3.1.4 typing>=3.7.4.3 typing_extensions>=4.0.1 +sparse-lut diff --git a/setup.py b/setup.py index 7f3ea48..eaa32dc 100644 --- a/setup.py +++ b/setup.py @@ -17,7 +17,7 @@ def read_requirements(filename): setup( name='pynars', python_requires='>=3.7.0', # python version - version= pynars.version+'-6', # package version + version= pynars.version, # package version description="An implementation of Non-Axiomatic Reasoning System", # introduction, displayed on PyPI long_description=read_file('README.md'), # Readme long_description_content_type="text/markdown", # markdown