Fix: RAg search
This commit is contained in:
parent
ed3708f42a
commit
79fc769052
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@ -1,310 +0,0 @@
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VAR Internal
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Idecon FB_IDECON_Client False False
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Enable BOOL True False False
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MsgFilter UINT 17 False False
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fbTcpConnect SktTCPConnect False False
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fbSocketSend SktTCPSend False False
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fbSocketRcv SktTCPRcv False False
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fbClose SktClose False False
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Config _sSOCKET_ADDRESS (PortNo := 50000, IpAdr := '172.16.224.200') False False
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SocketID_Int _sSOCKET False False
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tmpIpAddress STRING[256] False False
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tmpPort UINT False False
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Connected BOOL False False
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bConnectDone BOOL False False
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bConnectBusy BOOL False False
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bConnectError BOOL False False
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wConnectErrorID WORD False False
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bSendDone BOOL False False
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bSendBusy BOOL False False
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bSendError BOOL False False
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wSendErrorID WORD False False
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bRcvDone BOOL False False
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bRcvBusy BOOL False False
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bRcvError BOOL False False
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wRcvErrorID WORD False False
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RxChunk ARRAY[0..511] OF BYTE False False
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RxChunkLen UINT False False
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RxChunkValid BOOL False False
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RcvTimeout UINT 50 False False
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TxConsumed BOOL False False
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prevTxOutValid BOOL False False
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sendTrigger BOOL False False
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Command STRING[255] False False
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CommandTrigger BOOL False False
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prevCommandTrigger BOOL False False
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tonPollingSTATSV TON False False
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tonPollingSTATP TON False False
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prevPollSVQ BOOL False False
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prevPollPQ BOOL False False
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pollResetSV BOOL False False
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pollResetP BOOL False False
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prevLastMessage STRING[512] False False
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newMsg BOOL False False
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newWeightMsg BOOL False False
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prevWeightMsg BOOL False False
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totalRejected DINT False False
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TxChunk ARRAY[0..511] OF BYTE False False
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TxChunkLen UINT False False
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iTx UINT False False
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TxBuffer ARRAY[0..511] OF BYTE False False
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tmpWeightData Idecon_WeightData False False
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tmpStatPData Idecon_StatPData False False
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rTrigRcv R_TRIG False False
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bExecuteRcv BOOL False False
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iRcvState INT False False
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END VAR
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VAR External
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G_Idecon_Config False
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G_System_Error False
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G_ProgressiveID False
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G_OPCUA_Idecon False
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G_Idecon_StatP False
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G_Idecon_LastWeight False
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G_Idecon_LastSTATSV False
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G_Idecon_WorkMode False
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G_Idecon_BatchCode False
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G_Idecon_ProductionOrder False
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END VAR
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// ---------- Program ProcessIdecon---------------//
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IF NOT Enable THEN
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Connected := FALSE;
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RxChunkLen := 0;
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RxChunkValid := FALSE;
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TxConsumed := FALSE;
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Command := '';
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CommandTrigger := FALSE;
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prevCommandTrigger := FALSE;
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prevTxOutValid := FALSE;
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pollResetSV := FALSE;
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pollResetP := FALSE;
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END_IF;
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tmpIpAddress := Config.IpAdr;
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tmpPort := Config.PortNo;
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fbTcpConnect(
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Execute := (Enable AND NOT Connected),
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DstAdr := tmpIpAddress, // Passiamo la variabile semplice (FIX per "Member of structure")
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DstTcpPort := tmpPort, // Passiamo la variabile semplice
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SrcTcpPort := 0, // (Opzionale) 0 = Assegnazione automatica porta locale
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Socket => SocketID_Int,
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Done => bConnectDone,
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Busy => bConnectBusy,
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Error => bConnectError,
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ErrorID => wConnectErrorID
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);
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IF bConnectDone THEN
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Connected := TRUE;
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END_IF;
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IF bConnectError THEN
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Connected := FALSE;
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END_IF;
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// ---------------------------------------------------------
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// MACCHINA A STATI "INFINITY LOOP" (Per lettura continua)
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// ---------------------------------------------------------
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CASE iRcvState OF
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0: // STATO IDLE: Pronti a ricevere?
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// Se siamo connessi e il blocco non è occupato o in errore...
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IF Connected AND NOT bRcvBusy AND NOT bRcvError THEN
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bExecuteRcv := TRUE; // ALZA IL FRONTE DI SALITA
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iRcvState := 10; // Passa in attesa
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END_IF;
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10: // STATO WAIT: Aspetta i dati
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IF bRcvDone THEN
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// Dati ricevuti! Andiamo a resettare
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iRcvState := 20;
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ELSIF bRcvError OR NOT Connected THEN
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// Se cade la connessione o c'è errore socket
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iRcvState := 99;
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END_IF;
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20: // STATO RESET (FONDAMENTALE PER LEGGERE IL SUCCESSIVO)
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bExecuteRcv := FALSE; // Abbassa Execute
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// Aspettiamo che il blocco confermi di essersi spento (Done deve tornare False)
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// Senza questo check, il riarmo è troppo veloce e fallisce!
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IF NOT bRcvDone AND NOT bRcvBusy THEN
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iRcvState := 0; // Torna all'inizio per leggere il prossimo
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END_IF;
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99: // STATO ERRORE
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bExecuteRcv := FALSE;
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// Se l'errore sparisce o la connessione cade, resetta la macchina
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IF NOT bRcvError THEN
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iRcvState := 0;
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END_IF;
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END_CASE;
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// --- Chiamata al Blocco (Fuori dal CASE) ---
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fbSocketRcv(
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Execute := bExecuteRcv,
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Socket := SocketID_Int,
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TimeOut := 1, //RcvTimeout, // Assicurati sia basso (es. 10 o 50 ms)
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Size := UINT#512,
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RcvDat := RxChunk[0],
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Done => bRcvDone,
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Busy => bRcvBusy,
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Error => bRcvError,
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ErrorID => wRcvErrorID,
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RcvSize => RxChunkLen
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);
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rTrigRcv(CLK := bRcvDone);
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RxChunkValid := rTrigRcv.Q AND (RxChunkLen > 0);
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// Gestione disconnessione su errore grave
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IF bRcvError THEN
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Connected := FALSE;
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iRcvState := 99;
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END_IF;
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tonPollingSTATSV(IN := (Enable AND Connected AND NOT pollResetSV), PT := T#2S);
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tonPollingSTATP(IN := (Enable AND Connected AND NOT pollResetP), PT := T#5S);
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pollResetSV := FALSE;
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pollResetP := FALSE;
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CommandTrigger := FALSE;
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IF tonPollingSTATSV.Q AND NOT prevPollSVQ THEN
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Command := 'STATSV';
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CommandTrigger := TRUE;
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pollResetSV := TRUE;
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ELSIF tonPollingSTATP.Q AND NOT prevPollPQ THEN
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Command := 'STATREQ';
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CommandTrigger := TRUE;
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pollResetP := TRUE;
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END_IF;
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prevPollSVQ := tonPollingSTATSV.Q;
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prevPollPQ := tonPollingSTATP.Q;
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Idecon(
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Enable := Enable,
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MsgFilter := MsgFilter,
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RxIn := RxChunk,
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RxInLen := RxChunkLen,
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RxInValid := RxChunkValid,
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TxConsumed := TxConsumed,
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Command := Command,
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CommandTrigger := CommandTrigger
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);
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tmpWeightData := Idecon.Weight;
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tmpStatPData := Idecon.StatP;
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// Gestione Messaggi
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newMsg := (Idecon.LastMessage <> prevLastMessage);
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prevLastMessage := Idecon.LastMessage;
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newWeightMsg := newMsg AND IDECON_StartsWith(Idecon.LastMessage, 'WEIGHT=');
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IF newWeightMsg AND NOT prevWeightMsg THEN
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G_ProgressiveID := G_ProgressiveID + 1;
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END_IF;
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prevWeightMsg := newWeightMsg;
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G_Idecon_LastSTATSV := Idecon.LastSTATSV;
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IF tmpWeightData.Valid THEN
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G_Idecon_LastWeight.DateTimeText := tmpWeightData.DateTimeText;
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G_Idecon_LastWeight.ProductionOrder := tmpWeightData.ProductionOrder;
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G_Idecon_LastWeight.BatchCode := tmpWeightData.BatchCode;
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G_Idecon_LastWeight.RecipeName := tmpWeightData.RecipeName;
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G_Idecon_LastWeight.LineCode := tmpWeightData.LineCode;
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G_Idecon_LastWeight.SerialNumber := tmpWeightData.SerialNumber;
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G_Idecon_LastWeight.WeightMg := tmpWeightData.WeightMg;
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G_Idecon_LastWeight.DeltaToNominalMg:= tmpWeightData.DeltaToNominalMg;
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G_Idecon_LastWeight.Classification := tmpWeightData.Classification;
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G_Idecon_LastWeight.Valid := TRUE;
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END_IF;
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// --- E anche qui usiamo tmpStatPData ---
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IF tmpStatPData.Valid THEN
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G_Idecon_StatP.TotalProducts := tmpStatPData.TotalProducts;
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G_Idecon_StatP.TotalAccepted := tmpStatPData.TotalAccepted;
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G_Idecon_StatP.RejectedMinus := tmpStatPData.RejectedMinus;
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G_Idecon_StatP.RejectedMinusMinus := tmpStatPData.RejectedMinusMinus;
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G_Idecon_StatP.RejectedPlus := tmpStatPData.RejectedPlus;
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G_Idecon_StatP.RejectedPlusPlus := tmpStatPData.RejectedPlusPlus;
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G_Idecon_StatP.CannotBeWeighed := tmpStatPData.CannotBeWeighed;
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G_Idecon_StatP.MetalCategory := tmpStatPData.MetalCategory;
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G_Idecon_StatP.Valid := TRUE;
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END_IF;
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G_System_Error := bConnectError OR bSendError OR bRcvError OR Idecon.Error;
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IF G_Idecon_StatP.Valid AND (G_Idecon_StatP.TotalProducts >= G_Idecon_StatP.TotalAccepted) THEN
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totalRejected := G_Idecon_StatP.TotalProducts - G_Idecon_StatP.TotalAccepted;
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ELSE
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totalRejected := 0;
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END_IF;
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// OPC UA Mapping
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G_OPCUA_Idecon.Connected := Connected;
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G_OPCUA_Idecon.WorkMode := G_Idecon_WorkMode;
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G_OPCUA_Idecon.LastSTATSV := G_Idecon_LastSTATSV;
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G_OPCUA_Idecon.BatchCode := G_Idecon_BatchCode;
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G_OPCUA_Idecon.ProductionOrder := G_Idecon_ProductionOrder;
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G_OPCUA_Idecon.Error := G_System_Error;
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G_OPCUA_Idecon.ErrorId := UINT_TO_UDINT(WORD_TO_UINT(wConnectErrorID));
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G_OPCUA_Idecon.LastWeight.ProgressiveId := G_ProgressiveID;
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G_OPCUA_Idecon.LastWeight.TimestampText := G_Idecon_LastWeight.DateTimeText;
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G_OPCUA_Idecon.LastWeight.ProductionOrder := G_Idecon_LastWeight.ProductionOrder;
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G_OPCUA_Idecon.LastWeight.BatchCode := G_Idecon_LastWeight.BatchCode;
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G_OPCUA_Idecon.LastWeight.RecipeName := G_Idecon_LastWeight.RecipeName;
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G_OPCUA_Idecon.LastWeight.LineCode := G_Idecon_LastWeight.LineCode;
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G_OPCUA_Idecon.LastWeight.SerialNumber := G_Idecon_LastWeight.SerialNumber;
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G_OPCUA_Idecon.LastWeight.Weight_g := DINT_TO_LREAL(G_Idecon_LastWeight.WeightMg) / LREAL#1000.0;
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G_OPCUA_Idecon.LastWeight.Delta_g := DINT_TO_LREAL(G_Idecon_LastWeight.DeltaToNominalMg) / LREAL#1000.0;
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G_OPCUA_Idecon.LastWeight.Classification := G_Idecon_LastWeight.Classification;
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G_OPCUA_Idecon.LastWeight.Expelled := FALSE;
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G_OPCUA_Idecon.LastWeight.Valid := G_Idecon_LastWeight.Valid;
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G_OPCUA_Idecon.Stats.TotalProducts := G_Idecon_StatP.TotalProducts;
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G_OPCUA_Idecon.Stats.TotalAccepted := G_Idecon_StatP.TotalAccepted;
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G_OPCUA_Idecon.Stats.TotalRejected := totalRejected;
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G_OPCUA_Idecon.Stats.RejectedPlusPlus := G_Idecon_StatP.RejectedPlusPlus;
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G_OPCUA_Idecon.Stats.CannotBeWeighed := G_Idecon_StatP.CannotBeWeighed;
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G_OPCUA_Idecon.Stats.MetalCategory := G_Idecon_StatP.MetalCategory;
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G_OPCUA_Idecon.Stats.Valid := G_Idecon_StatP.Valid;
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// Invio Socket
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sendTrigger := (Idecon.TxOutValid AND NOT prevTxOutValid);
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prevTxOutValid := Idecon.TxOutValid;
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IF sendTrigger THEN
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// Copiamo i dati dall'output dell'FB al buffer LOCALE
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// Questo evita l'errore "Member of function block instance variable"
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TxBuffer := Idecon.TxOut;
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END_IF;
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fbSocketSend(
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Execute := (Enable AND Connected AND sendTrigger),
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Socket := SocketID_Int,
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SendDat := TxBuffer[0], // --- CORREZIONE 2: Usa buffer locale ---
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Size := Idecon.TxOutLen,
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Done => bSendDone,
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Busy => bSendBusy,
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Error => bSendError,
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ErrorID => wSendErrorID
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);
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TxConsumed := bSendDone;
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IF bSendError THEN
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Connected := FALSE;
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END_IF;
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fbClose(
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Execute := (Enable AND NOT Connected),
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Socket := SocketID_Int
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);
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Binary file not shown.
118
app.py
118
app.py
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@ -5,14 +5,13 @@ from datetime import datetime
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import shutil
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import uuid
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import ollama
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from qdrant_client import QdrantClient
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from qdrant_client.http.models import PointStruct
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from qdrant_client import AsyncQdrantClient
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from qdrant_client.models import PointStruct, Distance, VectorParams
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# --- CONFIGURAZIONE HARD-CODED PER ROMPERE IL BLOCCO 127.0.0.1 ---
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# --- CONFIGURAZIONE HARD-CODED ---
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OLLAMA_URL = "http://192.168.1.243:11434"
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# -----------------------------------------------------------------------------
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# ---------------------------------
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# Define user roles mapping
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USER_ROLES = {
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'moglie@esempio.com': 'business',
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'ingegnere@esempio.com': 'engineering',
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@ -20,7 +19,6 @@ USER_ROLES = {
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'admin@esempio.com': 'admin'
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}
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# Define the path for workspaces
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WORKSPACES_DIR = "./workspaces"
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def create_workspace(user_role):
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@ -44,31 +42,28 @@ def limit_history(history):
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return history
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async def connect_to_qdrant():
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client = QdrantClient("http://qdrant:6333")
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client = AsyncQdrantClient(url="http://qdrant:6333")
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collection_name = "documents"
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try:
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client.get_collection(collection_name)
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except Exception:
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client.create_collection(
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# Check if collection exists
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if not await client.collection_exists(collection_name):
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await client.create_collection(
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collection_name=collection_name,
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vectors_config={"size": 768, "distance": "Cosine"}
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vectors_config=VectorParams(size=768, distance=Distance.COSINE)
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)
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return client
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async def get_embeddings(text):
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# --- FIX: Splitto Host e Port per evitare confusione ---
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client = ollama.Client(host=OLLAMA_URL) # Uso l'URL intero
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client = ollama.Client(host=OLLAMA_URL)
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# Controllo lunghezza testo
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if len(text) > 12000:
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text = text[:12000]
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# Limite di sicurezza per evitare errori 500 su Ollama
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limit = 2000
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if len(text) > limit:
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text = text[:limit]
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try:
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response = client.embed(model='nomic-embed-text', input=text)
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# Gestione risposta
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if 'embeddings' in response:
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return response['embeddings'][0]
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return response.get('embedding')
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@ -82,26 +77,29 @@ async def search_qdrant(query_text, user_role):
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qdrant_client = await connect_to_qdrant()
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query_embedding = await get_embeddings(query_text)
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# Se non trova embedding (errore connessione), non cercare
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if not query_embedding:
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return ""
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# Cerca i 3 documenti più simili
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search_result = qdrant_client.search(
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# Usa query_points (nuova API per AsyncClient)
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search_result = await qdrant_client.query_points(
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collection_name="documents",
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query_vector=query_embedding,
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query=query_embedding,
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limit=3
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)
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hits = search_result.points
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contexts = []
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# FIX: controllo sicurezza per evitare 'list index out of range'
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if search_result:
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for hit in search_result:
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if hits:
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for hit in hits:
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try:
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if 'payload' in hit and 'file_name' in hit['payload']:
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contexts.append(f"Documento: {hit['payload']['file_name']}")
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except Exception:
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pass
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if hit.payload:
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# --- FIX IMPORTANTE: Recupera il contenuto reale ---
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nome_file = hit.payload.get('file_name', 'Sconosciuto')
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contenuto = hit.payload.get('content', '')
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contexts.append(f"--- Documento: {nome_file} ---\n{contenuto}\n----------------")
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except Exception as e:
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print(f"Error parsing hit: {e}")
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return "\n".join(contexts)
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except Exception as e:
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@ -110,7 +108,6 @@ async def search_qdrant(query_text, user_role):
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@cl.on_chat_start
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async def chat_start():
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# Hardcode per test
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user_email = "admin@esempio.com"
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user_role = USER_ROLES.get(user_email, 'guest')
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@ -119,16 +116,8 @@ async def chat_start():
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cl.user_session.set("history", [])
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cl.user_session.set("role", user_role)
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if user_role == 'admin':
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await cl.Message(content="Welcome, Admin!").send()
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elif user_role == 'engineering':
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await cl.Message(content="Welcome, Engineer!").send()
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elif user_role == 'business':
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await cl.Message(content="Welcome, Business User!").send()
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elif user_role == 'architecture':
|
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await cl.Message(content="Welcome, Architect!").send()
|
||||
else:
|
||||
await cl.Message(content="Welcome, Guest!").send()
|
||||
welcome_msg = f"Welcome, {user_role.capitalize()}!"
|
||||
await cl.Message(content=welcome_msg).send()
|
||||
|
||||
@cl.on_message
|
||||
async def message(message):
|
||||
|
|
@ -139,24 +128,11 @@ async def message(message):
|
|||
return
|
||||
|
||||
try:
|
||||
# Client Ollama URL Hardcoded
|
||||
client = ollama.Client(host=OLLAMA_URL)
|
||||
|
||||
# History & Sliding Window
|
||||
history = cl.user_session.get("history", [])
|
||||
history = limit_history(history)
|
||||
|
||||
# --- RAG STEP 1: Cerca nei documenti ---
|
||||
context_text = await search_qdrant(message.content, user_role)
|
||||
|
||||
# Se trova contesto, iniettalo
|
||||
if context_text:
|
||||
system_prompt = f"Contexto dai documenti:\n{context_text}\n\nRispondi usando questo contesto."
|
||||
history.insert(0, {"role": "system", "content": system_prompt})
|
||||
|
||||
history.append({"role": "user", "content": message.content})
|
||||
|
||||
# Gestione Upload e Indexing
|
||||
# --- PASSO 1: Gestione Upload e Indexing (PRIMA della ricerca) ---
|
||||
if message.elements:
|
||||
uploaded_files = []
|
||||
for element in message.elements:
|
||||
|
|
@ -166,16 +142,25 @@ async def message(message):
|
|||
shutil.copyfileobj(src, dst)
|
||||
|
||||
if element.name.endswith('.txt'):
|
||||
with open(dest_path, 'r') as f:
|
||||
# Encoding utf-8 per sicurezza
|
||||
with open(dest_path, 'r', encoding='utf-8') as f:
|
||||
content = f.read()
|
||||
|
||||
# Indexing
|
||||
embeddings = await get_embeddings(content)
|
||||
if embeddings:
|
||||
qdrant_client = await connect_to_qdrant()
|
||||
point_id = uuid.uuid4()
|
||||
point = PointStruct(id=point_id, vector=embeddings, payload={"file_name": element.name})
|
||||
qdrant_client.upsert(collection_name="documents", points=[point])
|
||||
point_id = str(uuid.uuid4())
|
||||
|
||||
# --- FIX IMPORTANTE: Salviamo anche il contenuto nel payload ---
|
||||
point = PointStruct(
|
||||
id=point_id,
|
||||
vector=embeddings,
|
||||
payload={
|
||||
"file_name": element.name,
|
||||
"content": content
|
||||
}
|
||||
)
|
||||
await qdrant_client.upsert(collection_name="documents", points=[point])
|
||||
await cl.Message(content=f"Documento '{element.name}' indicizzato.").send()
|
||||
|
||||
uploaded_files.append(element.name)
|
||||
|
|
@ -184,11 +169,20 @@ async def message(message):
|
|||
|
||||
if uploaded_files:
|
||||
await cl.Message(content=f"Files saved: {', '.join(uploaded_files)}").send()
|
||||
|
||||
# --- PASSO 2: Cerca nei documenti ---
|
||||
context_text = await search_qdrant(message.content, user_role)
|
||||
|
||||
# Chat
|
||||
if context_text:
|
||||
system_prompt = f"Usa esclusivamente il seguente contesto per rispondere alla domanda. Se la risposta non è nel contesto, dillo.\n\nContesto:\n{context_text}"
|
||||
history.insert(0, {"role": "system", "content": system_prompt})
|
||||
|
||||
history.append({"role": "user", "content": message.content})
|
||||
|
||||
# --- PASSO 3: Chat Generation ---
|
||||
response = client.chat(model='qwen2.5-coder:7b', messages=history)
|
||||
|
||||
# Code Extracting
|
||||
# Code Extraction
|
||||
code_blocks = re.findall(r"```python(.*?)```", response['message']['content'], re.DOTALL)
|
||||
|
||||
elements = []
|
||||
|
|
|
|||
Loading…
Reference in New Issue