Merge pull request #142 from hppeng-wynn/builder-performance-testing

Builder performance improvements

js/build.js

@@ -30,7 +30,6 @@ class Build{
             this.level = level;
         } else if (typeof level === "string") {
             this.level = level;
-            errors.push(new IncorrectInput(level, "a number", "level-choice"));
         } else {
             errors.push("Level is not a string or number.");
         }

js/builder_graph.js

@@ -407,7 +407,10 @@ class BuildAssembleNode extends ComputeNode {
             input_map.get('guildTome1-input')
         ];
         let weapon = input_map.get('weapon-input');
-        let level = input_map.get('level-input');
+        let level = parseInt(input_map.get('level-input'));
+        if (isNaN(level)) {
+            level = 106;
+        }
 
         let all_none = weapon.statMap.has('NONE');
         for (const item of equipments) {

js/load_ing.js

@@ -9,13 +9,13 @@ let iload_complete = false;
 let ings;
 let recipes;
 
-let ingMap;
+let ingMap = new Map();
 let ingList = [];
 
 let recipeMap;
 let recipeList = [];
 
-let ingIDMap;
+let ingIDMap = new Map();
 let recipeIDMap;
 
 /*
@@ -163,39 +163,41 @@ async function load_ing_init() {
 }
 
 function init_ing_maps() {
-    ingMap = new Map();
     recipeMap = new Map();
-    ingIDMap = new Map();
     recipeIDMap = new Map();
 
-    let ing = Object();
+    let ing = {
-    ing.name = "No Ingredient";
+        name: "No Ingredient",
-    ing.displayName = "No Ingredient";
+        displayName: "No Ingredient",
-    ing.tier = 0;
+        tier: 0,
-    ing.lvl = 0;
+        lvl: 0,
-    ing.skills = ["ARMOURING", "TAILORING", "WEAPONSMITHING", "WOODWORKING", "JEWELING", "COOKING", "ALCHEMISM", "SCRIBING"];
+        skills: ["ARMOURING", "TAILORING", "WEAPONSMITHING", "WOODWORKING", "JEWELING", "COOKING", "ALCHEMISM", "SCRIBING"],
-    ing.ids= {};
+        ids: {},
-    ing.itemIDs = {"dura": 0, "strReq": 0, "dexReq": 0,"intReq": 0,"defReq": 0,"agiReq": 0,};
+        itemIDs: {"dura": 0, "strReq": 0, "dexReq": 0,"intReq": 0,"defReq": 0,"agiReq": 0,},
-    ing.consumableIDs = {"dura": 0, "charges": 0};
+        consumableIDs: {"dura": 0, "charges": 0},
-    ing.posMods = {"left": 0, "right": 0, "above": 0, "under": 0, "touching": 0, "notTouching": 0};
+        posMods: {"left": 0, "right": 0, "above": 0, "under": 0, "touching": 0, "notTouching": 0},
-    ing.id = 4000;
+        id: 4000
-    ingMap.set(ing["displayName"], ing);
+    };
-    ingList.push(ing["displayName"]);
+    ingMap.set(ing.displayName, ing);
-    ingIDMap.set(ing["id"], ing["displayName"]);
+    ingList.push(ing.displayName);
+    ingIDMap.set(ing.id, ing.displayName);
     let numerals = new Map([[1, "I"], [2, "II"], [3, "III"], [4, "IV"], [5, "V"], [6, "VI"]]);
     for (let i = 0; i < 5; i ++) {
         for (const powderIng of powderIngreds) {
-            let ing = Object();
+            let ing = {
-            ing.name = "" + damageClasses[i+1] + " Powder " + numerals.get(powderIngreds.indexOf(powderIng) + 1);
+                name: "" + damageClasses[i+1] + " Powder " + numerals.get(powderIngreds.indexOf(powderIng) + 1),
-            ing.displayName = ing.name
+                tier: 0,
-            ing.tier = 0;
+                lvl: 0,
-            ing.lvl = 0;
+                skills: ["ARMOURING", "TAILORING", "WEAPONSMITHING", "WOODWORKING", "JEWELING"],
-            ing.skills = ["ARMOURING", "TAILORING", "WEAPONSMITHING", "WOODWORKING", "JEWELING"];
+                ids: {},
-            ing.ids = {};
+                isPowder: true,
-            ing.isPowder = true;
+                pid: 6*i + powderIngreds.indexOf(powderIng),
-            ing.pid = 6*i + powderIngreds.indexOf(powderIng);
+                itemIDs: {"dura": powderIng["durability"], "strReq": 0, "dexReq": 0,"intReq": 0,"defReq": 0,"agiReq": 0},
+                consumableIDs: {"dura": 0, "charges": 0},
+                posMods: {"left": 0, "right": 0, "above": 0, "under": 0, "touching": 0, "notTouching": 0}
+            };
             ing.id = 4001 + ing.pid;
-            ing.itemIDs = {"dura": powderIng["durability"], "strReq": 0, "dexReq": 0,"intReq": 0,"defReq": 0,"agiReq": 0,};
+            ing.diplayName = ing.name;
             switch(i) {
                 case 0:
                     ing.itemIDs["strReq"] = powderIng["skpReq"];
@@ -213,24 +215,21 @@ function init_ing_maps() {
                     ing.itemIDs["agiReq"] = powderIng["skpReq"];
                     break;
             }
-            ing.consumableIDs = {"dura": 0, "charges": 0};
+            ingMap.set(ing.displayName, ing);
-            ing.posMods = {"left": 0, "right": 0, "above": 0, "under": 0, "touching": 0, "notTouching": 0};
+            ingList.push(ing.displayName);
-            ingMap.set(ing["displayName"],ing);
+            ingIDMap.set(ing.id, ing.displayName);
-            ingList.push(ing["displayName"]);
-            ingIDMap.set(ing["id"], ing["displayName"]);
         }
     }
     
 
     for (const ing of ings) {
-        ingMap.set(ing["displayName"], ing);
+        ingMap.set(ing.displayName, ing);
-        ingList.push(ing["displayName"]);
+        ingList.push(ing.displayName);
-        ingIDMap.set(ing["id"], ing["displayName"]);
+        ingIDMap.set(ing.id, ing.displayName);
     }
     for (const recipe of recipes) {
-        recipeMap.set(recipe["name"], recipe);
+        recipeMap.set(recipe.name, recipe);
-        recipeList.push(recipe["name"]);
+        recipeList.push(recipe.name);
-        recipeIDMap.set(recipe["id"],recipe["name"]);
+        recipeIDMap.set(recipe.id, recipe.name);
     }
-    console.log(ingMap);
 }

js/skillpoints.js

@@ -1,98 +1,116 @@
+/**
+ * Apply skillpoint bonuses from an item.
+ * Also applies set deltas.
+ * Modifies the skillpoints array.
+ */
+function apply_skillpoints(skillpoints, item, activeSetCounts) {
+    for (let i = 0; i < 5; i++) {
+        skillpoints[i] += item.skillpoints[i];
+    }
+
+    const setName = item.set;
+    if (setName) { // undefined/null means no set.
+        let setCount = activeSetCounts.get(setName);
+        let old_bonus = {};
+        if (setCount) {
+            old_bonus = sets.get(setName).bonuses[setCount-1];
+            activeSetCounts.set(setName, setCount + 1);
+        }
+        else {
+            setCount = 0;
+            activeSetCounts.set(setName, 1);
+        }
+        const new_bonus = sets.get(setName).bonuses[setCount];
+        //let skp_order = ["str","dex","int","def","agi"];
+        for (const i in skp_order) {
+            const delta = (new_bonus[skp_order[i]] || 0) - (old_bonus[skp_order[i]] || 0);
+            skillpoints[i] += delta;
+        }
+    }
+}
+
+/**
+ * Apply skillpoints until this item can be worn.
+ * Also applies set deltas.
+ * Confusingly, does not modify the skillpoints array.
+ * Instead, return an array of deltas.
+ */
+function apply_to_fit(skillpoints, item, skillpoint_min, activeSetCounts) {
+    let applied = [0, 0, 0, 0, 0];
+    for (let i = 0; i < 5; i++) {
+        if (item.skillpoints[i] < 0 && skillpoint_min[i]) {
+            const unadjusted = skillpoints[i] + item.skillpoints[i];
+            const delta = skillpoint_min[i] - unadjusted;
+            if (delta > 0) {
+                applied[i] += delta;
+            }
+        }
+        if (item.reqs[i] == 0) continue;
+        skillpoint_min[i] = Math.max(skillpoint_min[i], item.reqs[i] + item.skillpoints[i]);
+        const req = item.reqs[i];
+        const cur = skillpoints[i];
+        if (req > cur) {
+            const diff = req - cur;
+            applied[i] += diff;
+        }
+    }
+
+    const setName = item.set;
+    if (setName) { // undefined/null means no set.
+        const setCount = activeSetCounts.get(setName);
+        if (setCount) {
+            const old_bonus = sets.get(setName).bonuses[setCount-1];
+            const new_bonus = sets.get(setName).bonuses[setCount];
+            //let skp_order = ["str","dex","int","def","agi"];
+            for (const i in skp_order) {
+                const set_delta = (new_bonus[skp_order[i]] || 0) - (old_bonus[skp_order[i]] || 0);
+                if (set_delta < 0 && skillpoint_min[i]) {
+                    const unadjusted = skillpoints[i] + set_delta;
+                    const delta = skillpoint_min[i] - unadjusted;
+                    if (delta > 0) {
+                        applied[i] += delta;
+                    }
+                }
+            }
+        }
+    }
+    return applied;
+}
+
 function calculate_skillpoints(equipment, weapon) {
+    // const start = performance.now();
     // Calculate equipment equipping order and required skillpoints.
     // Return value: [equip_order, best_skillpoints, final_skillpoints, best_total];
     let fixed = [];
     let consider = [];
     let noboost = [];
     let crafted = [];
+    weapon.skillpoints = weapon.get('skillpoints');
+    weapon.reqs = weapon.get('reqs');
+    weapon.set = weapon.get('set');
     for (const item of equipment) {
+        item.skillpoints = item.get('skillpoints');
+        item.reqs = item.get('reqs');
+        item.set = item.get('set');
         if (item.get("crafted")) {
             crafted.push(item);
         }
-        else if (item.get("reqs").every(x => x === 0) && item.get("skillpoints").every(x => x >= 0)) {
+        // TODO hack: We will treat ALL set items as unsafe :(
+        else if (item.set !== null) {
+            consider.push(item);
+        }
+        else if (item.get("reqs").every(x => x === 0) && item.skillpoints.every(x => x >= 0)) {
             // All reqless item without -skillpoints.
             fixed.push(item);
         }
-        // TODO hack: We will treat ALL set items as unsafe :(
+        else if (item.skillpoints.every(x => x <= 0)) {
-        else if (item.get("skillpoints").every(x => x === 0) && item.get("set") === null) {
             noboost.push(item);
         }
         else {
             consider.push(item);
         }
     }
-    function apply_skillpoints(skillpoints, item, activeSetCounts) {
-        for (let i = 0; i < 5; i++) {
-            skillpoints[i] += item.get("skillpoints")[i];
-        }
 
-        const setName = item.get("set");
-        if (setName) { // undefined/null means no set.
-            let setCount = activeSetCounts.get(setName);
-            let old_bonus = {};
-            if (setCount) {
-                old_bonus = sets.get(setName).bonuses[setCount-1];
-                activeSetCounts.set(setName, setCount + 1);
-            }
-            else {
-                setCount = 0;
-                activeSetCounts.set(setName, 1);
-            }
-            const new_bonus = sets.get(setName).bonuses[setCount];
-            //let skp_order = ["str","dex","int","def","agi"];
-            for (const i in skp_order) {
-                const delta = (new_bonus[skp_order[i]] || 0) - (old_bonus[skp_order[i]] || 0);
-                skillpoints[i] += delta;
-            }
-        }
-    }
-
-    function apply_to_fit(skillpoints, item, skillpoint_min, activeSetCounts) {
-        let applied = [0, 0, 0, 0, 0];
-        let total = 0;
-        for (let i = 0; i < 5; i++) {
-            if (item.get("skillpoints")[i] < 0 && skillpoint_min[i]) {
-                const unadjusted = skillpoints[i] + item.get("skillpoints")[i];
-                const delta = skillpoint_min[i] - unadjusted;
-                if (delta > 0) {
-                    applied[i] += delta;
-                    total += delta;
-                }
-            }
-            if (item.get("reqs")[i] == 0) continue;
-            skillpoint_min[i] = Math.max(skillpoint_min[i], item.get("reqs")[i] + item.get("skillpoints")[i]);
-            const req = item.get("reqs")[i];
-            const cur = skillpoints[i];
-            if (req > cur) {
-                const diff = req - cur;
-                applied[i] += diff;
-                total += diff;
-            }
-        }
-
-        const setName = item.get("set");
-        if (setName) { // undefined/null means no set.
-            const setCount = activeSetCounts.get(setName);
-            if (setCount) {
-                const old_bonus = sets.get(setName).bonuses[setCount-1];
-                const new_bonus = sets.get(setName).bonuses[setCount];
-                //let skp_order = ["str","dex","int","def","agi"];
-                for (const i in skp_order) {
-                    const set_delta = (new_bonus[skp_order[i]] || 0) - (old_bonus[skp_order[i]] || 0);
-                    if (set_delta < 0 && skillpoint_min[i]) {
-                        const unadjusted = skillpoints[i] + set_delta;
-                        const delta = skillpoint_min[i] - unadjusted;
-                        if (delta > 0) {
-                            applied[i] += delta;
-                            total += delta;
-                        }
-                    }
-                }
-            }
-        }
-
-        return [applied, total];
-    }
 
     // Separate out the no req items and add them to the static skillpoint base.
     let static_skillpoints_base = [0, 0, 0, 0, 0]
@@ -101,7 +119,7 @@ function calculate_skillpoints(equipment, weapon) {
         apply_skillpoints(static_skillpoints_base, item, static_activeSetCounts);
     }
 
-    let best = consider.concat(noboost);
+    let best = consider;
     let final_skillpoints = static_skillpoints_base.slice();
     let best_skillpoints = [0, 0, 0, 0, 0];
     let best_total = Infinity;
@@ -110,100 +128,175 @@ function calculate_skillpoints(equipment, weapon) {
     let allFalse = [0, 0, 0, 0, 0];
     if (consider.length > 0 || noboost.length > 0 || crafted.length > 0) {
         // Try every combination and pick the best one.
-        for (let permutation of perm(consider)) {
+        const [root, terminal, sccs] = construct_scc_graph(consider);
-            let activeSetCounts = new Map(static_activeSetCounts);
+        const end_checks = crafted.concat(noboost);
-
+        end_checks.push(weapon);
-            let has_skillpoint = allFalse.slice();
-
-            permutation = permutation.concat(noboost);
-
-            let skillpoints_applied = [0, 0, 0, 0, 0];
-            // Complete slice is a shallow copy.
-            let skillpoints = static_skillpoints_base.slice();
-
-            let total_applied = 0;
-
-            let result;
-            let needed_skillpoints;
-            let total_diff;
-            for (const item of permutation) {
-                result = apply_to_fit(skillpoints, item, has_skillpoint, activeSetCounts);
-                needed_skillpoints = result[0];
-                total_diff = result[1];
-
-                for (let i = 0; i < 5; ++i) {
-                    skillpoints_applied[i] += needed_skillpoints[i];
-                    skillpoints[i] += needed_skillpoints[i];
-                }
-                apply_skillpoints(skillpoints, item, activeSetCounts);
-                total_applied += total_diff;
-                if (total_applied >= best_total) {
-                    break;
-                }
-            }
 
+        function check_end(skillpoints_applied, skillpoints, activeSetCounts, total_applied) {
             // Crafted skillpoint does not count initially.
-            for (const item of crafted) {
+            for (const item of end_checks) {
-                //console.log(item)
+                const needed_skillpoints = apply_to_fit(skillpoints, item,
-                result = apply_to_fit(skillpoints, item, allFalse.slice(), activeSetCounts);
+                        [false, false, false, false, false], activeSetCounts);
-                //console.log(result)
-                needed_skillpoints = result[0];
-                total_diff = result[1];
 
                 for (let i = 0; i < 5; ++i) {
-                    skillpoints_applied[i] += needed_skillpoints[i];
+                    const skp = needed_skillpoints[i]
-                    skillpoints[i] += needed_skillpoints[i];
+                    skillpoints_applied[i] += skp;
+                    skillpoints[i] += skp;
+                    total_applied += skp;
                 }
-                total_applied += total_diff;
+                if (best_total < total_applied) { return -1; }
-            }
-
-            if (total_applied >= best_total) {
-                continue;
-            }
-
-            let pre = skillpoints.slice();
-            result = apply_to_fit(skillpoints, weapon, allFalse.slice(), activeSetCounts);
-            needed_skillpoints = result[0];
-            total_diff = result[1];
-            for (let i = 0; i < 5; ++i) {
-                skillpoints_applied[i] += needed_skillpoints[i];
-                skillpoints[i] += needed_skillpoints[i];
-            }
-
-            apply_skillpoints(skillpoints, weapon, activeSetCounts);
-            total_applied += total_diff;
-
-            // Applying crafted item skill points last.
-            for (const item of crafted) {
-                apply_skillpoints(skillpoints, item, activeSetCounts);
-                //total_applied += total_diff;
-            }
-
-            if (total_applied < best_total) {
-                best = permutation;
-                final_skillpoints = skillpoints;
-                best_skillpoints = skillpoints_applied;
-                best_total = total_applied;
-                best_activeSetCounts = activeSetCounts;
             }
+            return total_applied;
         }
 
+        function permute_check(idx, _applied, _skillpoints, _sets, _has, _total_applied, order) {
+            const {nodes, children} = sccs[idx];
+            if (nodes[0] === terminal) {
+                const total = check_end(_applied, _skillpoints, _sets, _total_applied);
+                if (total !== -1 && total < best_total) {
+                    final_skillpoints = _skillpoints;
+                    best_skillpoints = _applied;
+                    best_total = total;
+                    best_activeSetCounts = _sets;
+                    best = order;
+                }
+                return;
+            }
+            for (let permutation of perm(nodes)) {
+                const skillpoints_applied = _applied.slice();
+                const skillpoints = _skillpoints.slice();
+                const activeSetCounts = new Map(_sets);
+                const has_skillpoint = _has.slice();
+                let total_applied = _total_applied;
+                let short_circuit = false;
+                for (const {item} of permutation) {
+                    needed_skillpoints = apply_to_fit(skillpoints, item, has_skillpoint, activeSetCounts);
+                    for (let i = 0; i < 5; ++i) {
+                        skp = needed_skillpoints[i];
+                        skillpoints_applied[i] += skp;
+                        skillpoints[i] += skp;
+                        total_applied += skp;
+                    }
+                    if (total_applied >= best_total) {
+                        short_circuit = true;
+                        break;  // short circuit failure
+                    }
+                    apply_skillpoints(skillpoints, item, activeSetCounts);
+                }
+                if (short_circuit) { continue; }
+                permute_check(idx+1, skillpoints_applied, skillpoints, activeSetCounts, has_skillpoint, total_applied, order.concat(permutation.map(x => x.item)));
+            }
+        }
+        // skip root.
+        permute_check(1, best_skillpoints, final_skillpoints, best_activeSetCounts, allFalse.slice(), 0, []);
+
+        // add extra sp bonus
+        apply_skillpoints(final_skillpoints, weapon, best_activeSetCounts);
+        // Applying crafted item skill points last.
+        for (const item of crafted) {
+            apply_skillpoints(final_skillpoints, item, best_activeSetCounts);
+        }
     }
     else {
         best_total = 0;
-        result = apply_to_fit(final_skillpoints, weapon, allFalse.slice(), best_activeSetCounts);
+        needed_skillpoints = apply_to_fit(final_skillpoints, weapon, allFalse.slice(), best_activeSetCounts);
-        needed_skillpoints = result[0];
-        total_diff = result[1];
         for (let i = 0; i < 5; ++i) {
-            best_skillpoints[i] += needed_skillpoints[i];
+            const skp = needed_skillpoints[i];
-            final_skillpoints[i] += needed_skillpoints[i];
+            best_skillpoints[i] += skp;
+            final_skillpoints[i] += skp;
+            best_skillpoints += skp;
         }
         apply_skillpoints(final_skillpoints, weapon, best_activeSetCounts);
-        best_total += total_diff;
     }
-    let equip_order = fixed.concat(best).concat(crafted);
+    let equip_order = fixed.concat(best).concat(noboost).concat(crafted);
     // best_skillpoints:  manually assigned (before any gear)
     // final_skillpoints: final totals (5 individ)
     // best_total:        total skillpoints assigned (number)
+    // const end = performance.now();
+    // const output_msg = `skillpoint calculation took ${(end-start)/ 1000} seconds.`;
+    // console.log(output_msg);
     return [equip_order, best_skillpoints, final_skillpoints, best_total, best_activeSetCounts];
 }
+
+function construct_scc_graph(items_to_consider) {
+    let nodes = [];
+    let terminal_node = {
+        item: null,
+        children: [],
+        parents: nodes,
+        visited: false,
+        assigned: false,
+        scc: null
+    };
+    let root_node = {
+        item: null,
+        children: nodes,
+        parents: [],
+        visited: false,
+        assigned: false,
+        scc: null
+    };
+    for (const item of items_to_consider) {
+        nodes.push({item: item, children: [terminal_node], parents: [root_node], visited: false, assigned: false, scc: null});
+    }
+    // Dependency graph construction.
+    for (const node_a of nodes) {
+        const {item: a, children: a_children} = node_a;
+        for (const node_b of nodes) {
+            const {item: b, parents: b_parents} = node_b;
+            for (let i = 0; i < 5; ++i) {
+                if (a.skillpoints[i] > 0 && (a.reqs[i] < b.reqs[i] || b.skillpoints[i] < 0)) {
+                    a_children.push(node_b);
+                    b_parents.push(node_a);
+                    break;
+                }
+            }
+        }
+    }
+    const res = []
+    /*
+     * SCC graph construction.
+     * https://en.wikipedia.org/wiki/Kosaraju%27s_algorithm
+     */
+    function visit(u, res) {
+        if (u.visited) { return; }
+        u.visited = true;
+        for (const child of u.children) {
+            if (!child.visited) { visit(child, res); }
+        }
+        res.push(u);
+    }
+    visit(root_node, res);
+    res.reverse();
+    const sccs = [];
+    function assign(node, cur_scc) {
+        if (node.assigned) { return; }
+        cur_scc.nodes.push(node);
+        node.scc = cur_scc;
+        node.assigned = true;
+        for (const parent of node.parents) {
+            assign(parent, cur_scc);
+        }
+    }
+    for (const node of res) {
+        if (node.assigned) { continue; }
+        const cur_scc = {
+            nodes: [],
+            children: new Set(),
+            parents: new Set()
+        };
+        assign(node, cur_scc);
+        sccs.push(cur_scc);
+    }
+    for (const scc of sccs) {
+        for (const node of scc.nodes) {
+            for (const child of node.children) {
+                scc.children.add(child.scc);
+            }
+            for (const parent of node.parents) {
+                scc.parents.add(parent.scc);
+            }
+        }
+    }
+    return [root_node, terminal_node, sccs];
+}