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server.js
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const express = require('express');
const app = express();
const cors = require('cors')
const fs = require('fs');
const path = require('path');
const bodyParser = require('body-parser');
const JSONParser = require('json-parse-async');
const InferenceEngine = require('./Model/InferenceEngine');
const Variable = require('./Model/Variable');
const Rule = require('./Model/Rule');
const Condition = require('./Model/Condition')
const Clause = require('./Model/Clause')
app.use(cors())
app.use(bodyParser.json());
app.use(express.static(path.join(__dirname, 'public')));
let fired = new Map()
let memory
/*
let variables = new Map();
let memory = new Map();
let knowledgeBase = new Map();
let targetVariable;
let inferenceEngine;
*/
app.get('/api/bases', async(req, res) => {
console.log('tethered')
try {
const baseFileName = req.query.base || 'base.json';
const filePath = path.join(__dirname, '/bases', baseFileName);
const baseJSON = await fs.promises.readFile(filePath, 'utf8');
const basesFileNames = await fs.promises.readdir(path.join(__dirname, '/bases'));
const base = JSON.parse(baseJSON);
const responseJSON = baseToJson(baseJSON, basesFileNames);
res.status(200).send({ "bases list": ["base.json"], base });
} catch (err) {
console.error(err);
res.status(500).send('Internal Server Error');
}
});
app.post('/api/bases', async(req, res) => {
console.log("fethered")
try {
const baseFileName = req.body["base"]
let memoryJSON = req.body["memory"]
console.log(memoryJSON)
let vars = new Map()
let mem = new Map()
let KB = new Map()
let memory = new Map()
const resourcePath = path.join(__dirname, 'bases/' + baseFileName);
const baseJSON = await fs.promises.readFile(resourcePath, 'utf8');
const base = JSON.parse(baseJSON);
let targetVariable = base["target"];
let variables = base["variables"];
let knowledgeBase = base["knowledge base"]
//console.log(knowledgeBase)
memoryJSON.forEach((elm) => {
memory.set(elm.variable, elm)
})
let log = '[';
fired = new Map()
selectedRule = 'selectedRule'
let cpt = 0
while (true) {
console.log("targetVariable : " + targetVariable)
console.log(memory.get(targetVariable))
if (memory.get(targetVariable).value != "" && cpt != 0) {
log += '{"type" : "target found"}';
break;
} else if (selectedRule == null) {
log += '{"type" : "no rule"}';
break;
} else {
cpt++
let { conflictSet, selectedRule } = infer(knowledgeBase, fired, memory)
let result = ''
let i = 0;
const confSetIterator = conflictSet.values()
while (i < conflictSet.size - 1) {
result += confSetIterator.next().value.label + ', ';
i++;
}
result += confSetIterator.next().value.label
log += `{"type" : "step", "conflict set" : "${result}", "selected rule" : "${selectedRule.label}"},`;
// let {conflictSet,selectedRule} = infer(knowledgeBase,fired,memoryJSON)
}
}
log += ']';
let finalValues = '[';
for (const [key, value] of memory.entries()) {
finalValues += `{"variable":"${value.variable}","value":"${value.value}"},`;
}
finalValues = finalValues.slice(0, -1) + ']';
const responseJSON = `{"log":${log},"memory":${finalValues}}`;
console.log(responseJSON)
res.status(200).send(responseJSON);
} catch (err) {
console.error(err);
res.status(500).send('Internal Server Error');
}
/*try {
const baseFileName = req.body["base"];
const memoryJSON = req.body["memory"];
let vars = new Map();
let mem = new Map();
let KB = new Map();
await jsonToExpertSystem(path.join('/bases', baseFileName), memoryJSON, mem, vars, KB);
let inferenceEngine = new InferenceEngine(mem, KB);
let log = '[';
let selectedRule = inferenceEngine.forwardPass();
while (true) {
if (mem.get(targetVariable)!==('')) {
log += '{"type" : "target found"}';
break;
} else if (selectedRule == null) {
log += '{"type" : "no rule"}';
break;
} else {
log += `{"type" : "step", "conflict set" : "${inferenceEngine.getConflictSet().join(', ')}", "selected rule" : "${selectedRule}"},`;
KB.get(selectedRule).fire();
}
selectedRule = inferenceEngine.forwardPass();
}
log += ']';
let finalValues = '[';
for (const [key, value] of mem.entries()) {
finalValues += `{"variable":"${key}","value":"${value}"},`;
}
finalValues = finalValues.slice(0, -1) + ']';
const responseJSON = `{"log":${log},"memory":${finalValues}}`;
res.status(200).send(responseJSON);
} catch (err) {
console.error(err);
res.status(500).send('Internal Server Error');
} */
});
function infer(knowledgeBase, fired, memory) {
let conflictSet = new Map()
knowledgeBase.forEach((rule) => {
//conflictSet = new Map()
if (!fired.get(rule.label)) {
let ants = rule.antecedents
let nb = 0
memory.forEach((key, value, map) => {
if (key.value != '') {
ants.forEach((elm) => {
if (elm["variable"] == key.variable && elm["value"] == key.value) {
nb++;
}
})
}
})
if (nb == ants.length) conflictSet.set(rule.label, rule)
}
})
let max = 0;
let selectedRule = null;
for (let rule of conflictSet) {
// console.log(rule)
if (
rule[1].antecedents.length > max
) {
max = rule[1].antecedents.length;
selectedRule = rule[1];
}
}
if (selectedRule != null) {
fired.set(selectedRule.label, selectedRule)
memory.set(selectedRule["consequent"]["variable"], { variable: selectedRule["consequent"]["variable"], value: selectedRule["consequent"]["value"] })
}
return { conflictSet, selectedRule }
}
async function jsonToExpertSystem(baseFile, memory, mem, vars, KB) {
const resourcePath = path.join(__dirname, baseFile);
const baseJSON = await fs.promises.readFile(resourcePath, 'utf8');
const base = JSON.parse(baseJSON);
targetVariable = base["target"];
variables = base["variables"];
for (const variable of variables) {
const name = variable.name;
const values = variable.values;
mem.set(name, new Variable(name));
vars.set(name, values);
}
for (const valuation of memory) {
const variable = valuation.variable;
const value = valuation.value;
mem.set(variable, mem.get(variable).value = value);
}
const knowledgeBase = base["knowledge base"];
for (const rule of knowledgeBase) {
const label = rule.label;
const antecedentsJSON = rule.antecedents;
const consequentJSON = rule.consequent;
const antecedents = [];
for (const antecedentJSON of antecedentsJSON) {
antecedents.push(objectToClause(antecedentJSON, memory));
}
const consequent = objectToClause(consequentJSON, memory);
KB.set(label, new Rule(label, antecedents, consequent));
}
}
function objectToClause(object, memory) {
const variable = object.variable;
const condition = object.condition;
const value = object.value;
console.log("mem[variable] + " + memory[variable])
return new Clause(memory[variable], condition, value);
}
function baseToJson(base, basesFileNames) {
let list = "";
for (let i = 0; i < basesFileNames.length; ++i) {
list += `"${basesFileNames[i]}"`;
if (i < basesFileNames.length - 1) {
list += ",";
}
}
return `{
"base": ${JSON.stringify(base)},
"bases list": [${list}]
}`;
}
const port = 5000
app.listen(5000, () => console.log('listening in port ' + port))