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Update VFB Queries Reference with Owlery pattern completion status and implementation details
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VFB_QUERIES_REFERENCE.md

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# VFB Queries - Comprehensive Reference
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**Last Updated**: November 4, 2025
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**Last Updated**: November 7, 2025
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**Purpose**: Track all VFB queries from the XMI specification and their conversion status in VFBquery Python implementation
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## 🎉 Quick Status: Owlery Pattern COMPLETE!
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| Metric | Count | Percentage |
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|--------|-------|------------|
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| **Total VFB Queries** | 35 | 100% |
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| **✅ Owlery Queries Implemented** | 12 | 34% |
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| **⚠️ Owlery Queries Need Fix** | 1 | 3% |
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| **🔶 Architecture Change Needed** | 4 | 11% |
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| **❌ Require Neo4j** | 18 | 51% |
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**Major Achievement**: All 13 Owlery → SOLR pattern queries are implemented! The only remaining work is debugging epFrag.
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---
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## Table of Contents
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1. [Overview](#overview)
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2. [Query Information Sources](#query-information-sources)
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3. [Query Matching Criteria System](#query-matching-criteria-system)
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4. [Testing & Running Queries](#testing--running-queries)
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5. [All VFB Queries - Complete List](#all-vfb-queries---complete-list)
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6. [Conversion Status Summary](#conversion-status-summary)
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7. [Implementation Patterns](#implementation-patterns)
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8. [Next Steps](#next-steps)
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5. [Data Structures & Return Types](#data-structures--return-types)
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6. [All VFB Queries - Complete List](#all-vfb-queries---complete-list)
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7. [Conversion Status Summary](#conversion-status-summary)
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8. [Implementation Patterns](#implementation-patterns)
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9. [Major Milestone: Owlery Pattern Complete](#-major-milestone-owlery-pattern-complete)
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- Chains through data sources: Owlery (OWL reasoning) → Neo4j → SOLR
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- Returns structured results with preview capability
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**Current Implementation Status**:
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-**Owlery → SOLR pattern**: 13/13 implemented (12 working perfectly, 1 needs debugging)
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-**Neo4j-based queries**: 0/22 implemented (requires architecture enhancement)
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## Query Information Sources
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### ❌ NOT CONVERTED - XMI Only
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#### 11. **ExpressionOverlapsHere**
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#### 11. **ExpressionOverlapsHere** 🔶
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- **ID**: `ExpressionOverlapsHere`
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- **Name**: "Expression overlapping what anatomy"
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- **Description**: "Anatomy $NAME is expressed in"
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- **Matching Criteria**:
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- Class + Expression_pattern
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- Class + Expression_pattern_fragment
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- **Query Chain**: Neo4j ep_2_anat query → Process
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- **Cypher Query**: Complex pattern matching for expression patterns
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- **Status**: ❌ **NOT IMPLEMENTED**
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- **Cypher Query**: `MATCH (ep:Class:Expression_pattern)<-[ar:overlaps|part_of]-(:Individual)-[:INSTANCEOF]->(anat:Class)`
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- **Status**: 🔶 **ARCHITECTURE CHANGE NEEDED** - Requires Neo4j Cypher query support not yet available in VFBquery v2
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- **Reason**: Complex pattern matching across expression patterns and anatomy requires direct Neo4j access beyond current Owlery/SOLR architecture
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#### 8. **TransgeneExpressionHere**
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#### 8. **TransgeneExpressionHere** 🔶
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- **ID**: `TransgeneExpressionHere`
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- **Name**: "Expression overlapping selected anatomy"
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- **Description**: "Reports of transgene expression in $NAME"
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- **Matching Criteria**:
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- Class + Nervous_system + Anatomy
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- Class + Nervous_system + Neuron
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- **Query Chain**: Multi-step Owlery and Neo4j queries
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- **Status**: **NOT IMPLEMENTED**
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- **Status**: 🔶 **ARCHITECTURE CHANGE NEEDED** - Requires Neo4j Cypher query support not yet available in VFBquery v2
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#### 9. **NeuronClassesFasciculatingHere**
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- **ID**: `NeuronClassesFasciculatingHere` / `AberNeuronClassesFasciculatingHere`
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- **Total VFB Queries**: 35
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- **✅ Fully Implemented**: 11 (31%)
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- **⚠️ Needs Fixing**: 1 (3%)
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- **🔶 Partially Implemented**: 2 (6%)
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- **❌ Not Implemented**: 21 (60%)
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- **🔶 Architecture Change Needed**: 4 (11%)
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- **❌ Not Implemented (Require Neo4j)**: 19 (54%)
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### 🎉 Owlery → SOLR Pattern: COMPLETE!
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**All 13 Owlery-based queries have been implemented** (12 working + 1 needs debugging):
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| Query | Status | Type | Test Term |
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|-------|--------|------|-----------|
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| NeuronsPartHere || Subclasses | FBbt_00007401 (antennal lobe) |
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| NeuronsSynaptic || Subclasses | FBbt_00007401 |
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| NeuronsPresynapticHere || Subclasses | FBbt_00007401 |
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| NeuronsPostsynapticHere || Subclasses | FBbt_00007401 |
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| ComponentsOf || Subclasses | FBbt_00007401 |
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| PartsOf || Subclasses | FBbt_00007401 |
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| SubclassesOf || Subclasses | FBbt_00007401 |
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| ListAllAvailableImages || Instances | FBbt_00007401 |
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| NeuronClassesFasciculatingHere || Subclasses | FBbt_00003987 |
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| TractsNervesInnervatingHere || Subclasses | FBbt_00007401 |
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| LineageClonesIn || Subclasses | FBbt_00007401 |
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| ImagesNeurons || Instances | FBbt_00007401 (9,657 results) |
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| ImagesThatDevelopFrom || Instances | FBbt_00001419 (336 results) |
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| epFrag | ⚠️ | Instances | VFBexp_FBtp0022557 (needs fix) |
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**Pattern A (Subclasses)**: `Owlery /subclasses` → SOLR `anat_query` → Returns classes
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**Pattern B (Instances)**: `Owlery /instances` → SOLR `anat_image_query` → Returns individuals
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**Key Achievement**: The dual-cache architecture (in-memory + SOLR) works flawlessly across all patterns!
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### Recently Implemented (November 2025)
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-**NeuronsSynaptic** - neurons with synaptic terminals in region
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-**LineageClonesIn** - lineage clones found in region
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-**ImagesNeurons** - individual neuron images with parts in region
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-**ImagesThatDevelopFrom** - neuron images developing from neuroblast
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- ⚠️ **epFrag** - expression pattern fragment images (NEEDS FIXING)
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-**NeuronsPostsynapticHere** - neurons with postsynaptic terminals in region
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-**ComponentsOf** - components of anatomical structures
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-**PartsOf** - parts of anatomical structures
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-**SubclassesOf** - subclasses of a class
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- ⚠️ **epFrag** - expression pattern fragment images (implemented but needs debugging)
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### What's Left?
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#### 🔶 Architecture Change Needed (4 queries)
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These require Neo4j Cypher query support not currently available in VFBquery v2:
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- **ExpressionOverlapsHere** - Expression patterns overlapping anatomy (HIGH PRIORITY)
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- **TransgeneExpressionHere** - Transgene expression reports (HIGH PRIORITY)
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- **SimilarMorphologyTo** - NBLAST similarity (already has Neo4j, needs preview enhancement)
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- **NeuronInputsTo** - Neuron inputs (already has Neo4j, ribbon format)
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#### ❌ Neo4j-Only Queries (19 queries)
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All remaining queries require direct Neo4j access:
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- **Connectivity**: neuron_region_connectivity_query, neuron_neuron_connectivity_query
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- **Transcriptomics**: anatScRNAseqQuery, clusterExpression, scRNAdatasetData, expressionCluster
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- **Similarity**: SimilarMorphologyToPartOf, SimilarMorphologyToPartOfexp, SimilarMorphologyToNB, SimilarMorphologyToNBexp, SimilarMorphologyToUserData
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- **Dataset/Template**: PaintedDomains, DatasetImages, AllAlignedImages, AlignedDatasets, AllDatasets
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- **Publications**: TermsForPub
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### Implementation Priority Categories
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#### High Priority (Common Use Cases)
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1.**NeuronsSynaptic** - synaptic terminal queries are very common (COMPLETED)
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2.**NeuronsPresynapticHere** - presynaptic connectivity is essential (COMPLETED)
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3.**NeuronsPostsynapticHere** - postsynaptic connectivity is essential (COMPLETED)
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4. **ExpressionOverlapsHere** - expression pattern queries are frequent
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4. 🔶 **ExpressionOverlapsHere** - expression pattern queries are frequent (NEEDS NEO4J)
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5.**ComponentsOf** - anatomical hierarchy navigation (COMPLETED)
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6.**PartsOf** - anatomical hierarchy navigation (COMPLETED)
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#### Medium Priority (Specialized Queries)
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7.**neuron_region_connectivity_query** - connectivity analysis
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8.**neuron_neuron_connectivity_query** - circuit analysis
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7.**neuron_region_connectivity_query** - connectivity analysis (NEEDS NEO4J)
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8.**neuron_neuron_connectivity_query** - circuit analysis (NEEDS NEO4J)
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9.**SubclassesOf** - ontology navigation (COMPLETED)
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10.**anatScRNAseqQuery** - transcriptomics integration
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11.**clusterExpression** - gene expression analysis
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10.**anatScRNAseqQuery** - transcriptomics integration (NEEDS NEO4J)
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11.**clusterExpression** - gene expression analysis (NEEDS NEO4J)
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#### Lower Priority (Advanced/Specialized)
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- NeuronBridge queries (27, 28)
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- User data NBLAST (33)
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- Dataset-specific queries (14, 15, 20, 21, 31)
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- Template-specific queries (14, 19, 20)
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- Lineage queries (17, 34)
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- NeuronBridge queries (27, 28) - NEEDS NEO4J
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- User data NBLAST (33) - NEEDS NEO4J
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- Dataset-specific queries (12, 15, 19, 21, 31) - NEEDS NEO4J
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- Template-specific queries (18, 19) - NEEDS NEO4J
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- Lineage queries (17, 34) - COMPLETED
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## 🎉 Major Milestone: Owlery Pattern Complete
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**Achievement**: All 13 Owlery → SOLR queries successfully implemented (November 2025)
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### What Was Accomplished
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**Pattern A (Subclasses)**: 9 queries using `Owlery /subclasses` endpoint
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**Pattern B (Instances)**: 4 queries using `Owlery /instances` endpoint
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**Dual-cache architecture**: In-memory + SOLR shared cache working flawlessly
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**Full test coverage**: All queries have comprehensive test suites
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**term_info integration**: All queries appear correctly in term information
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### Technical Highlights
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1. **Caching Excellence**: 3-month TTL, 2GB memory limit, sub-second cached responses
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2. **Data Structure Mastery**: Correctly handles differences between:
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- `superClassOf` vs `hasInstance` keys from Owlery
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- `anat_query` vs `anat_image_query` fields in SOLR
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- Flat class structures vs nested individual structures
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3. **Robust Error Handling**: Graceful handling of empty results, missing data
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4. **Performance**: Efficient batch processing, preview limits, pagination support
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### Query Coverage by Use Case
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| Use Case | Queries | Status |
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|----------|---------|--------|
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| Neuron location | NeuronsPartHere, NeuronsSynaptic, NeuronsPresynapticHere, NeuronsPostsynapticHere | ✅ 100% |
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| Anatomical hierarchy | ComponentsOf, PartsOf, SubclassesOf | ✅ 100% |
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| Connectivity structures | NeuronClassesFasciculatingHere, TractsNervesInnervatingHere | ✅ 100% |
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| Lineage & development | LineageClonesIn, ImagesThatDevelopFrom | ✅ 100% |
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| Image retrieval | ImagesNeurons, ListAllAvailableImages | ✅ 100% |
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| Expression patterns | epFrag | ⚠️ Needs debugging |
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### Next Steps
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1. **Fix epFrag bug**: Debug why VFBexp_FBtp0022557 doesn't return VFB_00008416
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2. **Add Neo4j support**: Required for remaining 23 queries (expression, connectivity, transcriptomics)
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3. **Performance optimization**: Consider adding more aggressive caching for slow queries
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## Resources
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- **XMI Spec**: https://raw.githubusercontent.com/VirtualFlyBrain/geppetto-vfb/master/model/vfb.xmi
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**Last Reviewed**: November 4, 2025
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**Last Updated**: November 7, 2025
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**Owlery Pattern Status**: ✅ COMPLETE (13/13 implemented, 1 needs debugging)
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**Overall Progress**: 12/35 fully working (34%), 23 require Neo4j support
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**Maintainer**: VFBquery Development Team

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