bool debug; bool imagineMode; bool collectCheckingLog = true; new LinkedHashSet imaginedFacts; LS checkingLog; long processingTime; new L activeTempRules; visualize { ret withCenteredButtons(super.visualize(), "Checking Log", r { showText("Checking Log", lines(checkingLog)) }); } S evalExp(Exp e, NLLogicChecker_v2.Matching m) { S code = nlLogic_text(e); print("Eval'ing: " + code); temp tempAdd(hotwire_copyOver_after, voidfunc(Class c) { copyFields(mc(), c, 'telegram_msg_tl, 'telegram_recentHistory_tl) }); S result = str(evalWithDollarVars(code, m.matches)); print("Result: " + shorten(result, 100)); ret result; } void thinkAbout(S s) { time "Processing Time For Message"{ thinkAbout_impl(s); } processingTime = lastTiming(); } void thinkAbout_impl(S input) { new Thinking().thinkAbout_impl(input); } void _postMessage(S s) { postMessage(s); } class Thinking { long cancelTime = now()+20000; new Map ruleScores; new LinkedHashSet rewrittenInputs; new LinkedHashSet newRewrittenInputs; bool posted; void postMessage(S s) { _postMessage(s); posted = true; } void thinkAbout_impl(S input) { if (eq(input, "!initiative")) { L rules = mL_parsedNLRulesWithoutIDs("Initiative rules"); for (IfThen rule : shuffledIterator(rules)) { Pair p = nlLogic_extractFirstCondition(rule.in); if (p == null) continue; if (nlLogic_isFunc(p.a, 'initiative)) { postMessage(nlLogic_text(((Func) p.a).arg)); IfThen temp = IfThen(p.b, rule.out); temp.globalID = aGlobalID(); print("Have temp rule: " + sfu(temp)); activeTempRules.add(temp); ret; } } ret; } ai_tg_collectRuleFeedback(ruleScores, null); newRewrittenInputs.add(input); final Map msg = telegram_msg(); NLLogicChecker_v3 c = new NLLogicChecker_v3 { bool checkExpression_impl(Exp e, Matching m) { if (e instanceof Literal) { // TEXT CONDITIONS S text = nlLogic_text(e); if (eq(text, "authorized")) ret telegram_amIAuthorized(); else if(eq(text, "imagineMode")) ret imagineMode; } ret super.checkExpression_impl(e, m); } }; c.evaluator = func(Exp e, NLLogicChecker_v2.Matching m) -> S { evalExp(e, m) }; if (collectCheckingLog) { checkingLog = new L; nlLogic_collectCheckingLog(c, checkingLog); } Pair, LS> rulesAndFacts = getRulesAndFacts(); c.facts = reversed(rulesAndFacts.b); L rules = concatLists_conservative(activeTempRules, reversed(rulesAndFacts.a)); // latest rules first! activeTempRules.clear(); while (!posted && now() < cancelTime && nempty(newRewrittenInputs)) { fS s = first(newRewrittenInputs); rewrittenInputs.add(s); newRewrittenInputs.remove(s); c.input = s; c.recentHistory = recentHistory; final new L battleSpace; applyNLLogicFacts_v4_verbose.set(debug); applyNLLogicFacts_v4(c, voidfunc(IfThen rule, NLLogicChecker_v2.Matching m) { // Rule fired! battleSpace.add(new RuleWithParams(rule, m.matches)); }, rules); print("Have " + n2(battleSpace, "possible rule")); nlLogic_battleItOut(battleSpace, c.facts); L winners = nlLogic_highestScore(battleSpace, ruleScores); fS msgGlobalID = getString(msg, 'globalID); //print("msgGlobalID=" + msgGlobalID); for (RuleWithParams r : winners) { print("Firing rule " + r.rule.globalID); // Save rule fire if (nempty(msgGlobalID) && nempty(r.rule.globalID)) { S fact = format("Rule * fired on message * at *", r.rule.globalID, msgGlobalID, localDateWithMilliseconds()); if (nempty(r.matches)) fact += " with vars " + dropPrefix("lhm", struct(r.matches)); print("Saving rule fire. Mech mode: " + mechMode()); print(addToMechList("Telegram Rule Fires", print(fact))); } executeRule(c, r); } if (collectCheckingLog) print("Checking log length: " + l(checkingLog)); } } void executeRule(NLLogicChecker_v3 c, RuleWithParams r) { // Execute rule for (Exp e : nlLogic_unrollAnd(r.rule.out)) { e = c.apply(e, r.matches); if (e cast Func) { S name = e.name; if (eqOneOf(name, 'output, 'say)) postMessage(nlLogic_text(e.arg)); else if (eq(name, 'fact)) { S fact = nlLogic_text(e.arg); if (imagineMode) { if (!containsNL(imaginedFacts, fact)) { imaginedFacts.add(fact); postMessage("Storing imaginary fact: " + fact); } } else if (!ai_isQuestion_2(fact) && ai_storeActualFact(fact)) postMessage("Storing fact: " + fact); } else if (eq(name, 'storeRule)) { S rule = nlLogic_text(e.arg); if (!telegram_authorizedToStoreRule(rule)) continue; rule = nlLogic_addGlobalID(rule); if (mech_changed(appendToMechList_noUniq("NL Logic Examples", "\n" + rule))) postMessage("Rule stored"); } else if (eq(name, 'imagineMode)) { imagineMode = match("true", nlLogic_text(e.arg)); if (!imagineMode) imaginedFacts.clear(); } else if (eq(name, 'input)) { S x = nlLogic_text(e.arg); if (!rewrittenInputs.contains(x) && newRewrittenInputs.add(x)) print("New rewritten input: " + x); } else ret with print("Skipping rule with unknown RHS func: " + e.name); } else ret with print("Skipping rule with unknown RHS element: " + e); } } } // end class Thinking Pair, LS> getRulesAndFacts() { ret ai_activeRulesAndFacts(imagineMode ? asList(imaginedFacts) : null); }