private void Start()
{
// Getting components and setting them to relevant pointers
m_UtilityScript = GetComponent <UtilityScoring>();
m_MoveScript = GetComponent <SimpleMovement>();
m_PathFinder = GetComponent <PathFinding>();
m_Inventory = GetComponent <CharacterInventory>();
m_Stats = GetComponent <CharacterStats>();
m_Mesh = GetComponentInChildren <PlayerMesh>(); // Mesh is actually in a child of the GameObject with this script attached to
m_Queue = new LinkedList <QueuedTask>();
m_Audio = FindObjectOfType <AudioManager>();
}
// Score candidate actions depending on the goal then make a behaviour tree out of the ranking
private void PreProcessAction(string code)
{
char separator = '_';
string[] codeSlices = code.Split(separator);
float i_time = Time.realtimeSinceStartup;
if (codeSlices[0].Equals("a") && codeSlices.Length > 2)
{
switch (codeSlices[1])
{
// Get Item
case "gi":
{
string targetItem = codeSlices[2];
bool craftable = CheckCraftable(targetItem);
double utilityFind = CheckFind(targetItem);
float t0 = Time.realtimeSinceStartup;
List <System.Tuple <string, double> > uS = UtilityScoring.ScoreGetItem(m_personality,
m_skills,
utilityFind,
craftable);
if (m_logTimes)
{
Debug.Log("\tScoring time:" + (Time.realtimeSinceStartup - t0).ToString());
}
t0 = Time.realtimeSinceStartup;
m_treeRoot = MakeTree(uS, targetItem);
if (m_logTimes)
{
Debug.Log("\tMake Tree time:" + (Time.realtimeSinceStartup - t0).ToString());
}
break;
}
// Convince
case "co":
{
string targetName = "NPC_" + codeSlices[2];
float t0 = Time.realtimeSinceStartup;
List <System.Tuple <string, double> > uS = UtilityScoring.ScoreConvince(m_personality,
m_skills);
if (m_logTimes)
{
Debug.Log("\tScoring time:" + (Time.realtimeSinceStartup - t0).ToString());
}
t0 = Time.realtimeSinceStartup;
m_treeRoot = MakeTree(uS, targetName);
if (m_logTimes)
{
Debug.Log("\tMake Tree time:" + (Time.realtimeSinceStartup - t0).ToString());
}
break;
}
// Neutralize
case "nu":
{
string targetName = "NPC_" + codeSlices[2];
double allegianceToTarget = 0;
float t0 = Time.realtimeSinceStartup;
if (m_allegiances.ContainsKey(targetName))
{
allegianceToTarget = m_allegiances[targetName];
}
else
{
m_allegiances[targetName] = 0;
}
List <System.Tuple <string, double> > uS = UtilityScoring.ScoreNeutralize(m_personality,
m_skills,
allegianceToTarget);
if (m_logTimes)
{
Debug.Log("\tScoring time:" + (Time.realtimeSinceStartup - t0).ToString());
}
t0 = Time.realtimeSinceStartup;
m_treeRoot = MakeTree(uS, targetName);
if (m_logTimes)
{
Debug.Log("\tMake Tree time:" + (Time.realtimeSinceStartup - t0).ToString());
}
break;
}
// Develop
case "dv":
{
string target = codeSlices[2];
float t0 = Time.realtimeSinceStartup;
List <System.Tuple <string, double> > uS = UtilityScoring.ScoreDevelop(m_personality,
m_skills);
if (m_logTimes)
{
Debug.Log("\tScoring time:" + (Time.realtimeSinceStartup - t0).ToString());
}
t0 = Time.realtimeSinceStartup;
m_treeRoot = MakeTree(uS, target);
if (m_logTimes)
{
Debug.Log("\tMake Tree time:" + (Time.realtimeSinceStartup - t0).ToString());
}
break;
}
default:
break;
}
}
if (m_logTimes)
{
Debug.Log("\tTOTAL PREPROCESS TIME: " + (Time.realtimeSinceStartup - i_time).ToString());
}
}
// Main Method of the Class, takes care of all steps of the analytics (from initialisation to saving the results in text files
public static void PerformAnalytics()
{
Dictionary <string, Dictionary <string, Dictionary <string, int> > > testNPCs = MakeTestNPCs();
// Goals
List <string> goals = new List <string>()
{
"a_gi_pinkoin_close", // close
"a_gi_pinkoin_far", // far
"a_gi_sword", // cheap-ish
"a_gi_wizardstaff", // expensive
"a_co_paladincork",
"a_co_sneekibreeki",
"a_nu_paladincork",
"a_nu_sneekibreeki",
"a_dv_enchant", // expensive
"a_dv_house", // very expensive
"a_dv_nails" // cheap
};
// Rank actions for goals for all NPCs
Dictionary <string, Dictionary <string, List <string> > > generatedActionRanks = new Dictionary <string, Dictionary <string, List <string> > >();
foreach (KeyValuePair <string, Dictionary <string, Dictionary <string, int> > > npc in testNPCs)
{
generatedActionRanks.Add(npc.Key, new Dictionary <string, List <string> >());
for (int i = 0; i < goals.Count; ++i)
{
switch (goals[i])
{
case "a_gi_pinkoin_close":
{
List <string> actions = new List <string>();
// personality, skills, utility for find, craftable
List <Tuple <string, double> > us = UtilityScoring.ScoreGetItem(
npc.Value["personality"],
npc.Value["skills"],
98.0,
false
);
foreach (Tuple <string, double> t in us)
{
actions.Add(t.Item1);
}
generatedActionRanks[npc.Key].Add(goals[i], actions);
break;
}
case "a_gi_pinkoin_far":
{
List <string> actions = new List <string>();
// personality, skills, utility for find, craftable
List <Tuple <string, double> > us = UtilityScoring.ScoreGetItem(
npc.Value["personality"],
npc.Value["skills"],
10.0,
false
);
foreach (Tuple <string, double> t in us)
{
actions.Add(t.Item1);
}
generatedActionRanks[npc.Key].Add(goals[i], actions);
break;
}
case "a_gi_sword":
{
List <string> actions = new List <string>();
// personality, skills, utility for find, craftable
List <Tuple <string, double> > us = UtilityScoring.ScoreGetItem(
npc.Value["personality"],
npc.Value["skills"],
-1.0,
true
);
foreach (Tuple <string, double> t in us)
{
actions.Add(t.Item1);
}
generatedActionRanks[npc.Key].Add(goals[i], actions);
break;
}
case "a_gi_wizardstaff":
{
List <string> actions = new List <string>();
// personality, skills, utility for find, craftable
List <Tuple <string, double> > us = UtilityScoring.ScoreGetItem(
npc.Value["personality"],
npc.Value["skills"],
-1.0,
true
);
foreach (Tuple <string, double> t in us)
{
actions.Add(t.Item1);
}
generatedActionRanks[npc.Key].Add(goals[i], actions);
break;
}
case "a_co_paladincork":
{
List <string> actions = new List <string>();
// personality, skills
List <Tuple <string, double> > us = UtilityScoring.ScoreConvince(
npc.Value["personality"],
npc.Value["skills"]
);
foreach (Tuple <string, double> t in us)
{
actions.Add(t.Item1);
}
generatedActionRanks[npc.Key].Add(goals[i], actions);
break;
}
case "a_co_sneekibreeki":
{
List <string> actions = new List <string>();
// personality, skills
List <Tuple <string, double> > us = UtilityScoring.ScoreConvince(
npc.Value["personality"],
npc.Value["skills"]
);
foreach (Tuple <string, double> t in us)
{
actions.Add(t.Item1);
}
generatedActionRanks[npc.Key].Add(goals[i], actions);
break;
}
case "a_nu_paladincork":
{
List <string> actions = new List <string>();
// personality, skills, allegiance to target NPC
List <Tuple <string, double> > us = UtilityScoring.ScoreNeutralize(
npc.Value["personality"],
npc.Value["skills"],
npc.Value["allegiances"]["npc_paladincork"]
);
foreach (Tuple <string, double> t in us)
{
actions.Add(t.Item1);
}
generatedActionRanks[npc.Key].Add(goals[i], actions);
break;
}
case "a_nu_sneekibreeki":
{
List <string> actions = new List <string>();
// personality, skills, allegiance to target NPC
List <Tuple <string, double> > us = UtilityScoring.ScoreNeutralize(
npc.Value["personality"],
npc.Value["skills"],
npc.Value["allegiances"]["npc_sneekibreeki"]
);
foreach (Tuple <string, double> t in us)
{
actions.Add(t.Item1);
}
generatedActionRanks[npc.Key].Add(goals[i], actions);
break;
}
case "a_dv_enchant":
{
List <string> actions = new List <string>();
// personality, skills
List <Tuple <string, double> > us = UtilityScoring.ScoreDevelop(
npc.Value["personality"],
npc.Value["skills"]
);
foreach (Tuple <string, double> t in us)
{
actions.Add(t.Item1);
}
generatedActionRanks[npc.Key].Add(goals[i], actions);
break;
}
case "a_dv_house":
{
List <string> actions = new List <string>();
// personality, skills
List <Tuple <string, double> > us = UtilityScoring.ScoreDevelop(
npc.Value["personality"],
npc.Value["skills"]
);
foreach (Tuple <string, double> t in us)
{
actions.Add(t.Item1);
}
generatedActionRanks[npc.Key].Add(goals[i], actions);
break;
}
case "a_dv_nails":
{
List <string> actions = new List <string>();
// personality, skills
List <Tuple <string, double> > us = UtilityScoring.ScoreDevelop(
npc.Value["personality"],
npc.Value["skills"]
);
foreach (Tuple <string, double> t in us)
{
actions.Add(t.Item1);
}
generatedActionRanks[npc.Key].Add(goals[i], actions);
break;
}
default:
break;
}
}
}
// scripted rankings
// NPC, Goal, Actions
Dictionary <string, Dictionary <string, List <string> > > scriptedActionRanks = GetScriptedActionRankings();
string data = "NPC\t\t\t" + String.Format("{0,-20}\t\t{1,-20}\t\t{2,-20}\t\t{3,-20}", "Goal", "HarmonicDWD", "GeometricCWD", "LevenshteinDistance") + "\n";
string actionData = "NPC\t\t\t\t" + String.Format("{0,-30}\t\t{1,-40}\t\t{2,-40}", "Goal", "Scripted", "Generated") + "\n";
foreach (KeyValuePair <string, Dictionary <string, Dictionary <string, int> > > npc in testNPCs)
{
data += npc.Key + "\n";
actionData += npc.Key + "\n";
for (int i = 0; i < goals.Count; ++i)
{
// Evaluate and add to log data
data += "\t\t\t" + String.Format("{0,-20}\t\t{1,-20}",
goals[i],
Evaluate(scriptedActionRanks[npc.Key][goals[i]],
generatedActionRanks[npc.Key][goals[i]])) + "\n";
actionData += "\t\t\t\t" + String.Format("{0,-30}\t\t{1,-40}\t\t{2,-40}",
goals[i],
string.Join <string>(", ", scriptedActionRanks[npc.Key][goals[i]]),
string.Join <string>(", ", generatedActionRanks[npc.Key][goals[i]])) + "\n";
}
}
WriteDataToTextFile("./AnalyticsLogs", "Evaluation_", data);
WriteDataToTextFile("./AnalyticsLogs", "ActionLists_", actionData);
}
