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performance.md

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# VFBquery Performance Test Results
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**Test Date:** 2026-03-11 22:31:11 UTC
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**Git Commit:** 5a1f2cb5542ed2741d7d4d354b2e8053724253e8
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**Test Date:** 2026-03-11 22:59:04 UTC
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**Git Commit:** 9f1b6e4d3eab4f05ec42cddaa7c6023c5a365537
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**Branch:** main
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**Workflow Run:** [22977466827](https://github.com/VirtualFlyBrain/VFBquery/actions/runs/22977466827)
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**Workflow Run:** [22978372229](https://github.com/VirtualFlyBrain/VFBquery/actions/runs/22978372229)
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## Test Overview
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@@ -111,23 +111,14 @@ Test scRNAseq transcriptomics queries ... ok
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test_12_nblast_queries (src.test.test_query_performance.QueryPerformanceTest)
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Test NBLAST similarity queries ... ok
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test_13_dataset_template_queries (src.test.test_query_performance.QueryPerformanceTest)
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Test dataset and template queries ... FAIL
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Test dataset and template queries ... ok
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test_14_publication_transgene_queries (src.test.test_query_performance.QueryPerformanceTest)
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Test publication and transgene queries ... ok
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======================================================================
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FAIL: test_13_dataset_template_queries (src.test.test_query_performance.QueryPerformanceTest)
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Test dataset and template queries
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----------------------------------------------------------------------
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Traceback (most recent call last):
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File "/home/runner/work/VFBquery/VFBquery/src/test/test_query_performance.py", line 660, in test_13_dataset_template_queries
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self.assertLess(duration, self.THRESHOLD_MEDIUM, "AllAlignedImages exceeded threshold")
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AssertionError: 3.1502015590667725 not less than 3.0 : AllAlignedImages exceeded threshold
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Ran 15 tests in 59.295s
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----------------------------------------------------------------------
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Ran 15 tests in 79.081s
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FAILED (failures=1)
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OK
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VFBquery functions patched with caching support
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VFBquery: SOLR caching enabled by default (3-month TTL)
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Disable with: export VFBQUERY_CACHE_ENABLED=false
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================================================================================
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TERM INFO QUERIES
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================================================================================
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get_term_info (mushroom body): 2.8897s
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get_term_info (individual): 2.4152s
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get_term_info (mushroom body): 2.0081s
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get_term_info (individual): 1.7397s
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================================================================================
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NEURON PART OVERLAP QUERIES
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================================================================================
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NeuronsPartHere: 2.6854s
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NeuronsPartHere: 2.5824s
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================================================================================
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SYNAPTIC TERMINAL QUERIES
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================================================================================
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NeuronsSynaptic: 1.8436s
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NeuronsPresynapticHere: 2.1432s
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NeuronsPostsynapticHere: 2.4525s
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NeuronNeuronConnectivity: 2.2659s
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NeuronsSynaptic: 2.1108s
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NeuronsPresynapticHere: 1.3462s
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NeuronsPostsynapticHere: 2.2188s
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NeuronNeuronConnectivity: 1.6775s
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================================================================================
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ANATOMICAL HIERARCHY QUERIES
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================================================================================
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ComponentsOf: 2.0084s
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PartsOf: 1.9217s
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SubclassesOf: 1.9742s
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ComponentsOf: 1.8210s
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PartsOf: 1.2487s
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SubclassesOf: 1.3092s
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================================================================================
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TRACT/NERVE AND LINEAGE QUERIES
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================================================================================
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NeuronClassesFasciculatingHere: 2.0845s
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TractsNervesInnervatingHere: 1.9208s
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LineageClonesIn: 2.0658s
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NeuronClassesFasciculatingHere: 1.3113s
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TractsNervesInnervatingHere: 1.2992s
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LineageClonesIn: 1.2208s
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================================================================================
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IMAGE AND DEVELOPMENTAL QUERIES
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================================================================================
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ImagesNeurons: 3.3629s
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ImagesThatDevelopFrom: 2.0111s
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epFrag: 1.9417s
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ImagesNeurons: 2.1865s
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ImagesThatDevelopFrom: 1.2811s
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epFrag: 1.2120s
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================================================================================
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INSTANCE QUERIES
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================================================================================
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ListAllAvailableImages: 1.8961s
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ListAllAvailableImages: 1.2271s
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================================================================================
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CONNECTIVITY QUERIES
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================================================================================
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NeuronNeuronConnectivityQuery: 2.0123s
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NeuronRegionConnectivityQuery: 1.9360s
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NeuronNeuronConnectivityQuery: 1.2293s
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NeuronRegionConnectivityQuery: 1.2293s
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================================================================================
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SIMILARITY QUERIES (Neo4j NBLAST)
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================================================================================
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SimilarMorphologyTo: 1.1243s
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SimilarMorphologyTo: 0.7260s
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================================================================================
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NEURON INPUT QUERIES (Neo4j)
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================================================================================
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NeuronInputsTo: 3.1565s
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NeuronInputsTo: 2.8684s
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================================================================================
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EXPRESSION PATTERN QUERIES (Neo4j)
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================================================================================
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ExpressionOverlapsHere: 1.4761s
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ExpressionOverlapsHere: 0.9432s
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└─ Found 3922 total expression patterns, returned 10
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================================================================================
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TRANSCRIPTOMICS QUERIES (Neo4j scRNAseq)
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================================================================================
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anatScRNAseqQuery: 0.9922s
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anatScRNAseqQuery: 0.6234s
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└─ Found 57 total clusters, returned 10
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clusterExpression: 1.0820s
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clusterExpression: 0.7759s
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└─ Found 4588 genes expressed, returned 10
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expressionCluster: 1.0455s
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expressionCluster: 0.6320s
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└─ Found 9 clusters expressing gene
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scRNAdatasetData: 1.0880s
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scRNAdatasetData: 0.5679s
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└─ Found 13 clusters in dataset, returned 10
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================================================================================
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NBLAST SIMILARITY QUERIES
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================================================================================
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SimilarMorphologyTo: 1.3063s
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SimilarMorphologyTo: 0.8021s
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└─ Found 215 NBLAST matches, returned 10
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SimilarMorphologyToPartOf: 0.7484s
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SimilarMorphologyToPartOf: 0.6587s
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└─ Found 0 NBLASTexp matches
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SimilarMorphologyToPartOfexp: 0.7328s
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SimilarMorphologyToPartOfexp: 0.6786s
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└─ Found 0 reverse NBLASTexp matches
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SimilarMorphologyToNB: 0.9161s
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SimilarMorphologyToNB: 0.5970s
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└─ Found 15 NeuronBridge matches, returned 10
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SimilarMorphologyToNBexp: 0.7503s
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SimilarMorphologyToNBexp: 0.5841s
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└─ Found 15 NeuronBridge expression matches, returned 10
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✅ All NBLAST similarity queries completed
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================================================================================
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DATASET/TEMPLATE QUERIES
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PaintedDomains: 0.9922s
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PaintedDomains: 0.6015s
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└─ Found 46 painted domains, returned 10
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DatasetImages: 0.9562s
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DatasetImages: 0.5756s
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└─ Found 46 images in dataset, returned 10
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AllAlignedImages: 3.1502s
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AllAlignedImages: 2.6164s
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└─ Found 546915 aligned images, returned 10
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AlignedDatasets: 0.6061s ✅
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└─ Found 72 aligned datasets, returned 10
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AllDatasets: 0.8879s ✅
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└─ Found 128 total datasets, returned 20
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✅ All dataset/template queries completed
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PUBLICATION/TRANSGENE QUERIES
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TermsForPub: 0.9808s
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TermsForPub: 0.6129s
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└─ Found 2 terms for publication
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TransgeneExpressionHere: 1.9425s
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TransgeneExpressionHere: 1.2550s
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└─ Found 2350 transgene expressions, returned 10
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✅ All publication/transgene queries completed
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Traceback (most recent call last):
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File "/home/runner/work/VFBquery/VFBquery/src/test/term_info_queries_test.py", line 590, in test_term_info_performance
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self.assertLess(duration_1, max_single_query_time,
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AssertionError: 26.239883184432983 not less than 10.0 : FBbt_00003748 query took 26.2399s, exceeding 10.0s threshold
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AssertionError: 16.698346376419067 not less than 10.0 : FBbt_00003748 query took 16.6983s, exceeding 10.0s threshold
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----------------------------------------------------------------------
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Ran 1 test in 28.200s
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Ran 1 test in 17.964s
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FAILED (failures=1)
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VFBquery functions patched with caching support
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==================================================
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Performance Test Results:
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==================================================
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FBbt_00003748 query took: 26.2399 seconds
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VFB_00101567 query took: 1.9589 seconds
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Total time for both queries: 28.1988 seconds
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FBbt_00003748 query took: 16.6983 seconds
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VFB_00101567 query took: 1.2652 seconds
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Total time for both queries: 17.9636 seconds
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Performance Level: 🔴 Slow (> 6 seconds)
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==================================================
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```
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- [GitHub Actions History](https://github.com/VirtualFlyBrain/VFBquery/actions/workflows/performance-test.yml)
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---
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*Last updated: 2026-03-11 22:31:11 UTC*
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*Last updated: 2026-03-11 22:59:04 UTC*

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