chain-abstraction-kg/ingestion-sequence.puml at master · kanthgithub/chain-abstraction-kg · GitHub

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@startuml
actor User as "User (You)"
participant "main.py" as Main
participant "loader.py" as Loader
participant "ingestor.py" as Ingestor
participant "GraphBuilder" as Graph
participant "Neo4jClient" as Neo4j

== Start Ingestion Pipeline ==
User -> Main: Run main.py

== Load UserIntents ==
Main -> Loader: load_user_intents("data/user_intents")
Loader -> Loader: List files in directory
loop For each user_intent file
    Loader -> Loader: Open & parse JSON
    Loader -> Loader: Map JSON to UserIntentDTO
end
Loader --> Main: List[UserIntentDTO]

== Load Bids ==
Main -> Loader: load_bids("data/bids")
Loader -> Loader: List files in directory
loop For each bid file
    Loader -> Loader: Open & parse JSON
    Loader -> Loader: Map JSON to BidDTO
end
Loader --> Main: List[BidDTO]

== For Each UserIntent ==
loop For each UserIntentDTO
    Main -> Main: Filter related bids by intentHash

    == Ingest Pipeline ==
    Main -> Ingestor: ingest_pipeline(user_intent, related_bids)
    Ingestor -> Neo4j: Neo4jClient.connect()
    Ingestor -> Graph: GraphBuilder(db)

    == Insert UserIntent ==
    Ingestor -> Graph: insert_user_intent(user_intent)
    Graph -> Neo4j: MERGE Account node
    Graph -> Neo4j: MERGE UserIntent node
    Graph -> Neo4j: SET properties on UserIntent
    Graph -> Neo4j: MERGE (Account)-[:PLACED]->(UserIntent)
    loop For each dispensableAsset
        Graph -> Neo4j: MERGE Token node
        Graph -> Neo4j: MERGE (UserIntent)-[:USES_ASSET]->(Token)
    end
    loop For each desiredAsset
        Graph -> Neo4j: MERGE Token node
        Graph -> Neo4j: MERGE (UserIntent)-[:DESIRES_ASSET]->(Token)
    end

    == Insert Related Bids ==
    loop For each BidDTO in related_bids
        Ingestor -> Graph: insert_bid(bid)
        Graph -> Neo4j: MERGE Solver node
        Graph -> Neo4j: MERGE Bid node
        Graph -> Neo4j: SET properties on Bid
        Graph -> Neo4j: MERGE (Solver)-[:RESPONDED_WITH]->(Bid)
        Graph -> Neo4j: MERGE (Bid)-[:BID_FOR]->(UserIntent)
        loop For each step in bid.steps
            Graph -> Neo4j: MERGE Token nodes (consumed/received)
            Graph -> Neo4j: MERGE (Bid)-[:TRANSFER_STEP]->(Token)
        end
    end

    Ingestor -> Neo4j: db.close()
end

== End ==
Main -> User: "Ingestion Complete!"
@enduml