Bernt
bae705aa97
- Add NFC ePassport roadmap (ICAO 9303, eIDAS) - Add TensorFlow.js edge face detection (BlazeFace) - Add structured audit logger (GDPR-compliant) - Risk scoring support Part of KYC Apple Native UX v1.1.0
241 lines
7.1 KiB
Plaintext
241 lines
7.1 KiB
Plaintext
// QUIXZOOM Neo4j Schema
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//
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// Ansvarsområden:
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// - Objektrelationer
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// - Evidensgraf
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// - Knowledge Graph
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// - Relationer mellan objekt
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// - Härledningar ("den här lyktstolpen tillhör denna gata")
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// ============================================================
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// NODER
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// ============================================================
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// Urban Objects
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CREATE CONSTRAINT object_id IF NOT EXISTS
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FOR (o:Object) REQUIRE o.object_id IS UNIQUE;
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CREATE INDEX object_type IF NOT EXISTS
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FOR (o:Object) ON (o.type);
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CREATE INDEX object_location IF NOT EXISTS
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FOR (o:Object) ON (o.location);
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// Observations
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CREATE CONSTRAINT observation_id IF NOT EXISTS
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FOR (obs:Observation) REQUIRE obs.observation_id IS UNIQUE;
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// Evidence
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CREATE CONSTRAINT evidence_id IF NOT EXISTS
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FOR (e:Evidence) REQUIRE e.evidence_id IS UNIQUE;
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// Areas
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CREATE CONSTRAINT area_id IF NOT EXISTS
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FOR (a:Area) REQUIRE a.area_id IS UNIQUE;
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// Zoomers
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CREATE CONSTRAINT zoomer_id IF NOT EXISTS
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FOR (z:Zoomer) REQUIRE z.zoomer_id IS UNIQUE;
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// Missions
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CREATE CONSTRAINT mission_id IF NOT EXISTS
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FOR (m:Mission) REQUIRE m.mission_id IS UNIQUE;
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// ============================================================
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// RELATIONER
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// ============================================================
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// Object -> Observation (ett objekt observeras många gånger)
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// (:Object)-[:OBSERVED_IN]->(:Observation)
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// Object -> Evidence (ett objekt har många bevis)
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// (:Object)-[:SUPPORTED_BY]->(:Evidence)
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// Evidence -> Observation (bevis kommer från observation)
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// (:Evidence)-[:DERIVED_FROM]->(:Observation)
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// Object -> Object (relationer mellan objekt)
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// (:Object)-[:NEAR {distance: 5}]->(:Object)
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// (:Object)-[:CONNECTED_TO]->(:Object)
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// (:Object)-[:PART_OF]->(:Object)
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// (:Object)-[:SUPPORTS]->(:Object)
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// (:Object)-[:OPPOSITE_TO]->(:Object)
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// Object -> Area (objekt tillhör område)
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// (:Object)-[:LOCATED_IN]->(:Area)
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// Observation -> Zoomer (vem som observerade)
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// (:Observation)-[:OBSERVED_BY]->(:Zoomer)
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// Mission -> Object (uppdrag gäller objekt)
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// (:Mission)-[:TARGETS]->(:Object)
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// Mission -> Area (uppdrag i område)
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// (:Mission)-[:IN_AREA]->(:Area)
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// Mission -> Zoomer (uppdrag tilldelat zoomer)
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// (:Mission)-[:ASSIGNED_TO]->(:Zoomer)
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// Object -> Object (temporal — ersätter)
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// (:Object)-[:REPLACED_BY {date: '2026-11-02'}]->(:Object)
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// ============================================================
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// EXEMPEL: Skapa objekt med relationer
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// ============================================================
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// Skapa gatlykta
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CREATE (lamp:Object {
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object_id: 'street_lamp_3e6a09cfabc7',
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type: 'street_lamp',
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subtype: 'led',
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location: point({latitude: 13.725, longitude: 100.555}),
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attributes: {
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material: 'steel',
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height: 7.8,
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paint: 'grey',
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rust: false,
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lean: 0,
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light: 'working'
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},
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verification_status: 'verified',
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confidence: 0.94,
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first_seen: datetime('2026-06-01T00:00:00Z'),
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last_seen: datetime('2026-06-28T08:15:30Z')
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});
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// Skapa observation
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CREATE (obs:Observation {
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observation_id: 'obs_1782638086138_ab6ndwzwo',
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source_type: 'quixzoom',
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source_id: 'zoomer_001',
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timestamp: datetime('2026-06-28T08:15:30Z'),
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quality: {
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resolution: 1080,
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sharpness: 0.9
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}
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});
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// Skapa evidens
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CREATE (ev:Evidence {
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evidence_id: 'ev_1782638086138_h3fstkqnd',
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proof_type: 'video',
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proof_url: 'https://r2.landvex.com/videos/bangkok_001.mp4#frame=342',
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reliability: 0.85,
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timestamp: datetime('2026-06-28T08:15:30Z')
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});
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// Skapa relationer
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MATCH (lamp:Object {object_id: 'street_lamp_3e6a09cfabc7'})
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MATCH (obs:Observation {observation_id: 'obs_1782638086138_ab6ndwzwo'})
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MATCH (ev:Evidence {evidence_id: 'ev_1782638086138_h3fstkqnd'})
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CREATE (lamp)-[:OBSERVED_IN]->(obs)
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CREATE (lamp)-[:SUPPORTED_BY]->(ev)
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CREATE (ev)-[:DERIVED_FROM]->(obs);
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// ============================================================
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// EXEMPEL: Spatiala relationer
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// ============================================================
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// Hitta objekt nära en plats
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MATCH (o:Object)
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WHERE point.distance(o.location, point({latitude: 13.725, longitude: 100.555})) < 50
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RETURN o.object_id, o.type, o.location;
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// Hitta närliggande objekt
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MATCH (o1:Object)-[:NEAR]->(o2:Object)
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WHERE o1.object_id = 'street_lamp_3e6a09cfabc7'
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RETURN o2.object_id, o2.type;
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// Hitta alla objekt av en typ i ett område
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MATCH (o:Object)-[:LOCATED_IN]->(a:Area)
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WHERE a.name = 'Sukhumvit' AND o.type = 'street_lamp'
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RETURN o.object_id, o.location, o.attributes;
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// ============================================================
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// EXEMPEL: Härledningar
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// ============================================================
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// "Den här lyktstolpen tillhör denna gata"
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MATCH (lamp:Object {type: 'street_lamp'})
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MATCH (road:Object {type: 'road'})
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WHERE point.distance(lamp.location, road.location) < 10
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CREATE (lamp)-[:PART_OF {confidence: 0.9}]->(road);
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// Hitta alla lyktstolpar på en gata
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MATCH (road:Object {object_id: 'sukhumvit_road'})
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<-[:PART_OF]-(lamp:Object)
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RETURN lamp.object_id, lamp.attributes;
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// ============================================================
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// EXEMPEL: Temporal
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// ============================================================
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// Gatlykta ersatt
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MATCH (old:Object {object_id: 'street_lamp_3e6a09cfabc7'})
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CREATE (new:Object {
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object_id: 'street_lamp_new_001',
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type: 'street_lamp',
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location: point({latitude: 13.725, longitude: 100.555}),
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attributes: {
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material: 'aluminum',
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height: 8.0,
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paint: 'black',
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rust: false,
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lean: 0,
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light: 'working'
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},
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verification_status: 'verified',
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confidence: 0.98,
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first_seen: datetime('2026-11-02T00:00:00Z')
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})
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CREATE (old)-[:REPLACED_BY {date: datetime('2026-11-02T00:00:00Z')}]->(new);
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// Hitta ersättningskedja
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MATCH (old:Object)-[:REPLACED_BY*]->(new:Object)
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WHERE old.object_id = 'street_lamp_3e6a09cfabc7'
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RETURN old, new;
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// ============================================================
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// EXEMPEL: Evidensgraf
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// ============================================================
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// Hitta alla bevis för ett objekt
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MATCH (o:Object {object_id: 'street_lamp_3e6a09cfabc7'})
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-[:SUPPORTED_BY]->(e:Evidence)
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RETURN e.evidence_id, e.proof_type, e.reliability, e.source_type;
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// Hitta objekt med flest bevis
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MATCH (o:Object)-[:SUPPORTED_BY]->(e:Evidence)
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WITH o, count(e) as evidence_count
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ORDER BY evidence_count DESC
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LIMIT 10
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RETURN o.object_id, o.type, evidence_count;
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// ============================================================
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// EXEMPEL: Knowledge Graph-frågor
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// ============================================================
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// Hitta objekt som behöver verifiering
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MATCH (o:Object)
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WHERE o.verification_status = 'unverified'
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RETURN o.object_id, o.type, o.location, o.confidence;
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// Hitta objekt med låg konfidens
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MATCH (o:Object)
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WHERE o.confidence < 0.5
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RETURN o.object_id, o.type, o.confidence;
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// Hitta "ensamma" objekt (få relationer)
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MATCH (o:Object)
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OPTIONAL MATCH (o)-[r]-()
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WITH o, count(r) as relation_count
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WHERE relation_count < 2
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RETURN o.object_id, o.type, relation_count;
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// Hitta objekt med motsägande evidens
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MATCH (o:Object)-[:SUPPORTED_BY]->(e1:Evidence)
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MATCH (o)-[:SUPPORTED_BY]->(e2:Evidence)
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WHERE e1.reliability > 0.8 AND e2.reliability > 0.8
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AND e1.proof_type <> e2.proof_type
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RETURN o.object_id, count(e1) as evidence_count;
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