Finally have AI working. Started to add feral skills.

Barry
Showing 2 changed files with 127 additions and 49 deletions
db.sqlite3
pankration.py
--- a/db.sqlite3
View file @93d98e0
+++ b/db.sqlite3
View file @93d98e0
--- a/pankration.py
View file @93d98e0
+++ b/pankration.py
View file @93d98e0
@@ -4,6 +4,7 @@ import pickle
 import math
 import collections
 import logging
+import operator
 def log(message):
    try:
@@ -134,15 +135,20 @@ PhysicalDamageTypes = {
 }
 FeralSkills = {
-    'Airy Shield': {'fp_cost': 0, 'type': 'Enhancing', 'sub_type': 'arrow shield', 'shadows': 'ignore', 'range': None, 'aoe': False, 'spell': 'arrow shield'},
+    # 'Airy Shield': {'fp_cost': 0, 'type': 'Enhancing', 'sub_type': 'arrow shield', 'shadows': 'ignore', 'range': None, 'aoe': False, 'spell': 'arrow shield'},
-    'Binding Wave': {'type': 'Enfeebling', 'shadows': 'ignore', 'range': 15, 'aoe': True, 'spell': 'bind'},
+    # 'Binding Wave': {'type': 'Enfeebling', 'shadows': 'ignore', 'range': 15, 'aoe': True, 'spell': 'bind'},
-    'Dire Straight': {'type': 'Physical', 'shadows': 'wipe', 'range': None, 'aoe': False},
+    # 'Dire Straight': {'type': 'Physical', 'shadows': 'wipe', 'range': None, 'aoe': False},
-    'Dismemberment': {'type': 'Piercing', 'shadows': 'absorb', 'range': None, 'aoe': False}, # causes the monster to lose a body part
+    # 'Dismemberment': {'type': 'Piercing', 'shadows': 'absorb', 'range': None, 'aoe': False}, # causes the monster to lose a body part
-    'Earthshatter': {'type': 'Piercing', 'shadows': 'wipe', 'range': None, 'aoe': True},
+    # 'Earthshatter': {'type': 'Piercing', 'shadows': 'wipe', 'range': None, 'aoe': True},
-    'Eyes On Me': {'type': 'Magical', 'sub_type': 'Dark', 'mp_cost': 112, 'shadows': 'absorb', 'range': 13, 'aoe': False},
+    # 'Eyes On Me': {'type': 'Magical', 'sub_type': 'Dark', 'mp_cost': 112, 'shadows': 'absorb', 'range': 13, 'aoe': False},
-    'Hypnosis': {'type': 'Enfeebling', 'sub_type': 'sleep', 'shadows': 'ignore', 'range': 'gaze', 'aoe': True},
+    # 'Hypnosis': {'type': 'Enfeebling', 'sub_type': 'sleep', 'shadows': 'ignore', 'range': 'gaze', 'aoe': True},
-    'Magic Barrier': {'type': 'Magical', 'sub_type': 'Dark', 'mp_cost': 29, 'shadows': 'absorb', 'range': None, 'aoe': True},
+    # 'Magic Barrier': {'type': 'Magical', 'sub_type': 'Dark', 'mp_cost': 29, 'shadows': 'absorb', 'range': None, 'aoe': True},
-    'Sinker Drill': {'type': 'Physical', 'sub_type': 'Piercing', 'shadows': 'absorb', 'range': None, 'aoe': False},
+    # 'Sinker Drill': {'type': 'Physical', 'sub_type': 'Piercing', 'shadows': 'absorb', 'range': None, 'aoe': False},
+    'Accuracy +15%': {'fp_cost': 23, 'effect': 'acc', 'amount': 15, 'is_percent': True, 'expires_seconds': 0, 'levels': False},
+    'Accuracy +30%': {'fp_cost': 30, 'effect': 'acc', 'amount': 30, 'is_percent': True, 'expires_seconds': 0, 'levels': False},
+    'Accuracy Bonus': {'fp_cost': 30, 'effect': 'acc', 'amount': 15, 'is_percent': True, 'expires_seconds': 0, 'levels': True},
+    'AGI +25': {'fp_cost': 17, 'effect': 'agi', 'amount': 25, 'is_percent': False, 'expires_seconds': 0, 'levels': False},
 }
 class Spells:
@@ -193,14 +199,16 @@ class Spells:
        'Banish III': {'mp_cost': 96, 'casting_time': 3, 'recast_time': 45, 'magic_acc_stat': 'mnd', 'spell_type': 't3', 'damage_type': 'light', 'jobs': {Jobs.WHM: 65} },
    }
-    def get_spell_list(self, level, job = None, sub_job = None):
+    def get_spell_list(self, mp, level, job = None, support_job = None):
        available_spells = []
        for spell_name, spell in self.SpellList.iteritems():
            if job and job in spell['jobs'] and spell['jobs'][job] <= level:
                if spell_name not in available_spells:
+                    if spell['mp_cost'] < mp:
                        available_spells.append(spell_name)
-            if sub_job and sub_job in spell['jobs'] and spell['jobs'][sub_job] <= level / 2:
+            if support_job and support_job in spell['jobs'] and spell['jobs'][support_job] <= level / 2:
                if spell_name not in available_spells:
+                    if spell['mp_cost'] < mp:
                        available_spells.append(spell_name)
        return sorted(available_spells)
@@ -224,8 +232,9 @@ Families = {
        'max_fp': 55,
        'available_main_job': [Jobs.WAR, Jobs.DRG, Jobs.DRK, Jobs.PLD],
        'available_support_job': [Jobs.WAR, Jobs.DRG, Jobs.DRK, Jobs.PLD],
-        'innate_feral_skills': ['Sinker Drill', 'Dire Straight', 'Dismemberment', 'Earthshatter'],
+        'innate_feral_skills': [],#'Sinker Drill', 'Dire Straight', 'Dismemberment', 'Earthshatter'],
        'target_magic_damage_adjustment': 1.00,
+        'feral_skills_conversion': ['Accuracy +15%'],
        'type': 'Arcana',
        'strong_vs': ['Dark'],
        'charmable': False,
@@ -272,6 +281,7 @@ Families = {
        'available_support_job': [Jobs.BLM, Jobs.RDM, Jobs.WAR],
        'innate_feral_skills': ['Binding Wave', 'Magic Barrier', 'Hypnosis', 'Eyes On Me', 'Airy Shield'],
        'type': 'Demon',
+        'feral_skills_conversion': ['Accuracy +15%'],
        'traits': ['magic defence bonus +25%'],
        'target_magic_damage_adjustment': 0.75,
        'charmable': False,
@@ -316,6 +326,7 @@ Monsters = {
    'Mechanical Menace': {
        'family': 'acrolith',
        'zone': ['abyssea - uleguerand'],
+        'feral_skills_conversion': [],
        'hp': 20,
        'mp': 20,
        'weapon_base_damage': 18
@@ -323,95 +334,108 @@ Monsters = {
    'Floating Eye': {
        'family': 'ahriman',
        'zone': ['ranguemont pass'],
+        'feral_skills_conversion': [],
        'hp': 15,
        'mp': 24,
-        'weapon_base_damage': 15,
+        'weapon_base_damage': 5,
        'image_url': 'http://vignette1.wikia.nocookie.net/ffxi/images/9/94/Floating_Eye.JPG/revision/latest?cb=20070704142439'
    },
    'Bat Eye': {
        'family': 'ahriman',
        'zone': ['ranguemont pass', 'beaucedine glacier'],
+        'feral_skills_conversion': [],
        'hp': 15,
        'mp': 24,
-        'weapon_base_damage': 15,
+        'weapon_base_damage': 5,
        'image_url': 'http://vignette3.wikia.nocookie.net/ffxi/images/4/40/Bat_Eye.jpg/revision/latest?cb=20060909124134',
    },
    'Evil Eye': {
        'family': 'ahriman',
        'zone': ['castle zvahl baileys', 'castle zvahl keep', 'xarcabard'],
+        'feral_skills_conversion': [],
        'hp': 15,
        'mp': 24,
-        'weapon_base_damage': 15,
+        'weapon_base_damage': 5,
    },
    'Morbid Eye': {
        'family': 'ahriman',
        'zone': ['castle zvahl baileys', 'castle zvahl keep'],
+        'feral_skills_conversion': [],
        'hp': 15,
        'mp': 24,
-        'weapon_base_damage': 15
+        'weapon_base_damage': 5
    },
    'Deadly Iris': {
        'family': 'ahriman',
        'zone': ['castle zvahl keep'],
+        'feral_skills_conversion': [],
        'hp': 15,
        'mp': 24,
-        'weapon_base_damage': 15
+        'weapon_base_damage': 5
    },
    'Ahriman': {
        'family': 'ahriman',
        'zone': ['castle zvahl baileys'],
+        'feral_skills_conversion': [],
        'hp': 15,
        'mp': 24,
-        'weapon_base_damage': 15
+        'weapon_base_damage': 5
    },
    'Fachan': {
        'family': 'ahriman',
        'zone': ['uleguerand range'],
+        'feral_skills_conversion': [],
        'hp': 15,
        'mp': 24,
-        'weapon_base_damage': 15
+        'weapon_base_damage': 5
    },
    'Gawper': {
        'family': 'ahriman',
        'zone': ['beaucedine glacier (s)'],
+        'feral_skills_conversion': [],
        'hp': 15,
        'mp': 24,
-        'weapon_base_damage': 15
+        'weapon_base_damage': 5
    },
    'Menacing Eye': {
        'family': 'ahriman',
        'zone': ['xarcabard (s)'],
+        'feral_skills_conversion': [],
        'hp': 15,
        'mp': 24,
-        'weapon_base_damage': 15
+        'weapon_base_damage': 5
    },
    'Ogler': {
        'family': 'ahriman',
        'zone': ['castle zvahl keep (s)', 'castle zvahl baileys (s)'],
+        'feral_skills_conversion': [],
        'hp': 15,
        'mp': 24,
-        'weapon_base_damage': 15
+        'weapon_base_damage': 5
    },
    'Smolenkos': {
        'family': 'ahriman',
        'zone': ['uleguerand range'],
+        'feral_skills_conversion': [],
        'hp': 15,
        'mp': 24,
-        'weapon_base_damage': 15
+        'weapon_base_damage': 5
    },
    'Doom Lens': {
        'family': 'ahriman',
        'zone': ['castle zvahl keep (s)', 'castle zvahl baileys (s)'],
+        'feral_skills_conversion': [],
        'hp': 15,
        'mp': 24,
-        'weapon_base_damage': 15
+        'weapon_base_damage': 5
    },
    'Scowlenkos': {
        'family': 'ahriman',
        'zone': ['uleguerand range'],
+        'feral_skills_conversion': [],
        'hp': 15,
        'mp': 24,
-        'weapon_base_damage': 15
+        'weapon_base_damage': 5
    }
 }
@@ -477,13 +501,14 @@ class Pankration:
            while support_job == main_job:
                support_job = random.choice(family['available_support_job'])
            feral_skills = []
-            skills = random.sample(family['innate_feral_skills'], 3)
+            # TODO: Add support back in for innate feral skills
-            if random.randint(1, 100) < SKILL_PERCENT:
+            # skills = random.sample(family['innate_feral_skills'], 3)
-                feral_skills.append(skills[0])
+            # if random.randint(1, 100) < SKILL_PERCENT:
-                if random.randint(1, 100) < SKILL_PERCENT:
+            #     feral_skills.append(skills[0])
-                    feral_skills.append(skills[1])
+            #     if random.randint(1, 100) < SKILL_PERCENT:
-                    if random.randint(1, 100) < SKILL_PERCENT:
+            #         feral_skills.append(skills[1])
-                        feral_skills.append(skills[2])
+            #         if random.randint(1, 100) < SKILL_PERCENT:
+            #             feral_skills.append(skills[2])
            dicipline_level = 1
            monster = Monster(monster_name, family_name, family, hp, mp, level,
@@ -556,7 +581,7 @@ class Monster:
        self.mp = self.get_mp()
        self.wins = 0
        self.losses = 0
-        self.battle_memory = []
+        self.battle_memory = {}
    def __str__(self):
        try:
@@ -608,14 +633,17 @@ class Monster:
    def add_xp(self, exp_to_add):
        self.exp += exp_to_add
+        original_level = self.level
        for i in range(self.level, 51):
            if self.exp >= 200 * i:
                if i > self.level:
                    # We leveled up!
                    self.level = i
-                    return (True, "Congratulations your monster leveled up!\n\nStart level: {} New Level: {}".format(self.level, i))
            else:
                break
+        if original_level > self.level:
+            return (True, "Congratulations your monster leveled up!\n\nStart level: {} New Level: {}".format(original_level, self.level))
+        else:
            return (False,None)
    def get_current_posture(self):
@@ -695,12 +723,16 @@ class Monster:
        # Get the stat for the spell and base magic accuracy for that spells MA
        magic_acc_stat = spell_data['magic_acc_stat']
        if magic_acc_stat == 'int':
+            print("DSTAT - INT")
            dSTAT = self.get_intelligence() - enemy.get_intelligence()
        elif magic_acc_stat == 'mnd':
+            print("DSTAT - INT")
            dSTAT = self.get_mind() - enemy.get_mind()
        elif magic_acc_stat == 'chr':
+            print("DSTAT - INT")
            dSTAT = self.get_charisma() - enemy.get_charisma()
        elif magic_acc_stat == 'agi':
+            print("DSTAT - INT")
            dSTAT = self.get_agility() - enemy.get_agility()
        magic_hit_rate = 50 - 0.5 * (enemy.get_magic_evasion(spell_data['damage_type']) - dSTAT)
@@ -709,6 +741,8 @@ class Monster:
            magic_hit_rate = 5
        elif magic_hit_rate > 95:
            magic_hit_rate = 95
+        print("DSTAT {}\nMagic Evasion: {}\nMagic hit rate: {}".format(dSTAT, enemy.get_magic_evasion(spell_data['damage_type']), magic_hit_rate))
        return magic_hit_rate
    def get_pdif(self, base_damage, defense, attack_type, level_difference):
@@ -905,13 +939,48 @@ class Monster:
        # Step 0: Am I already casting a spell? Is it time to calc damage from that?
        # Step 1: Is magic possible?
-        spell_list = Spells().get_spell_list(self.level, job=self.main_job, sub_job=self.sub_job)
        # Step 2: Do i have a memory of this monster from past battles?  Does it have any elemental weakness?
+        spell_list = Spells().get_spell_list(self.mp, self.level, job=self.main_job, support_job=self.support_job)
+        best_spell_name = None
+        if spell_list:
+            if monster.family_name in self.battle_memory:
+                battles = self.battle_memory[monster.family_name]
+                # this assumes spells are: 'spells':{'Fire': 100, 'Stone II': 500}
+                if 'spells' in battles:
+                    # if i have tried all spells then i know the right spell, otherwise try 
+                    # one of the ones that i don't know
+                    if len(battles['spells']) == len(spell_list):
+                        # get the sorted spell list by best average damage against this monster. 
+                        for i in max(battles['spells'].iteritems(), key=operator.itemgetter(1)):
+                            best_spell_name = i
+                            break
+                    else:
+                        untried_spells = []
+                        for i in spell_list:
+                            if i not in battles['spells']:
+                                untried_spells.append(i)
+                        best_spell_name = random.choice(untried_spells)
+                else:
+                    best_spell_name = random.choice(spell_list)
+            else:
+                best_spell_name = random.choice(spell_list)
        # Step 3: What status effects is the monster currently under? What are the effects(DOTS) we can apply?
+        spell_damage = 0
+        if best_spell_name:
+            print("BEST SPELL NAME: {}".format(best_spell_name))
+            spell_damage = self.get_magic_base_damage(best_spell_name, monster)
-        # find out the avg damage from each type of attack and sort them
+        # TODO: Make this follow the behavior in temprament and select the right behavior.
+        if self.tp >= 1000:
+            physical_damage = self.get_physical_ws_damage(monster.get_base_defense(), 'melee', [1.0, 1.5, 4.0], [], monster.level - self.level, monster.get_vitality())
+        else:
+            physical_damage = self.get_physical_base_damage(monster.get_base_defense(), 'melee', monster.level - self.level, monster.get_vitality())
+        return (best_spell_name, spell_damage, physical_damage)
+        # Step 4: find out the avg damage from each type of attack and sort them
        # find out if we need to do defensive actions given the amount of life left in the enemy vs how much damage it does.
        # We should also store how hard the AI has hit previously and adjust accordingly (Store previous average damage per hit). IE project how much damage we will 
@@ -934,13 +1003,14 @@ class Monster:
        resisted = False
        damage = 0
-        self.get_best_action(monster)
+        # intialize the monster memory for this family name if it isn't already set.
+        if monster.family_name not in self.battle_memory:
-        ######
+            self.battle_memory[monster.family_name] = {'spells': {}}
-        # TODO: Build some type of AI / testing to find the most powerful attack and use that (magic, melee, or ranged)
+        action_result = self.get_best_action(monster)
-        ######
+        print("AI RESULTS: {}".format(action_result))
+        # TODO: Add a nice response object from the action choice to make this code pretty. (no tuple)
-        spell = 'Fire'
+        if action_result[1] > action_result[2]:
+            spell = action_result[0]
            if self.is_a_magic_hit(spell, monster):
                damage = self.get_magic_base_damage(spell, monster)
                if damage == 0:
@@ -951,8 +1021,13 @@ class Monster:
                self.mp -= spell_data['mp_cost']
                if self.mp < 0:
                    self.mp = 0
+            # if the spell already exists then average the two damage amounts.
+            if spell in self.battle_memory[monster.family_name]['spells']:
+                self.battle_memory[monster.family_name]['spells'][spell] = damage + (self.battle_memory[monster.family_name]['spells'][spell]) / 2
+            else:
+                self.battle_memory[monster.family_name]['spells'][spell] = damage
            return AttackResponse(is_a_hit, damage, is_a_crit, spell, resisted)
+        else:
            if self.is_a_hit(monster):
                # TODO: Make this follow the behavior in temprament and select the right behavior.
                if self.tp >= 1000:
@@ -967,6 +1042,7 @@ class Monster:
            # Returns the amount of damage and if it is a crit
            return AttackResponse(is_a_hit, damage, is_a_crit, spell, resisted)            
    def is_a_magic_hit(self, spell, monster):
        hit_rate = self.get_magic_hit_rate(spell,  monster)
        return random.randint(1, 100) < hit_rate
@@ -1135,7 +1211,7 @@ class Arena:
 if __name__ == "__main__":
    #print Families
-    print("Spell List: \n{}\n".format(Spells().get_spell_list(20, job=Jobs.BLM, sub_job=Jobs.WHM)))
+    print("Spell List: \n{}\n".format(Spells().get_spell_list(100, 10, job=Jobs.RDM, support_job=Jobs.WAR)))
    hunt_response = None
    p = Pankration()
    print("Zones: \n\n{}".format('\n'.join(p.list_zones())))
@@ -1150,12 +1226,12 @@ if __name__ == "__main__":
        print(hunt_response.message)
        monster = hunt_response.monster
        monster.set_monster_name('Kickass 1')
-        monster.set_status_effect('int', 100, False, None)
        print("The Soul Plate Shows: \n\n{}".format(monster))
        # print(monster.set_strategy(4, 3))
        # print(monster.set_strategy(1, 1))
        # print(monster.set_strategy(1, 2))
-        monster.add_xp(22900)
+        #monster.add_xp(22900)
        # phy_damage = monster.get_physical_base_damage(100, 'melee', -15)
        # print("Phys Attack: {}".format(phy_damage))
        # print(monster.get_base_defense())
@@ -1176,7 +1252,8 @@ if __name__ == "__main__":
        print("1 The Soul Plate Shows: \n\n{}".format(monster))
        print("2 The Soul Plate Shows: \n\n{}".format(monster2))
        print("MP m1: {}\nMP m2: {}".format(monster.get_mp(), monster2.get_mp()))
-        monster2.add_xp(16900)
+        #print(monster2.add_xp(16900))
+        #monster2.set_status_effect('int', 100, False, None)
        phy_damage = monster2.attack(monster)
        print("Phys Attack: {}".format(phy_damage))
@@ -1201,12 +1278,13 @@ if __name__ == "__main__":
                print("{} {} {} against {} for {}.".format(action.attacker.get_monster_name(), action.message, action.spell, action.target.get_monster_name(), action.damage))
            if isinstance(action, DefeatAction):
                print("{} {} {} gains {} xp.".format(action.target.get_monster_name(), action.message, action.attacker.get_monster_name(), action.xp))
-                action.attacker.hp = 500
+                #print(action.attacker.add_xp(action.xp))
                print("{} {}".format(action.target.hp, action.attacker.hp))
                fighting = False
                break
        print("\n\nhp: {} {}\nmp: {} {}\n\n".format(monster.hp, monster2.hp, monster.mp, monster2.mp))
        print("\n{} {}%    -    {}  {}%\n".format(monster.get_monster_name(), monster.get_hp_percent(), monster2.get_monster_name(), monster2.get_hp_percent()))
+        print("\n{} Memory: {}\n\n{} Memory: {}\n\n".format(monster.get_monster_name(), monster.battle_memory, monster2.get_monster_name(), monster2.battle_memory))