Simulation for Turtle WoW that currently supports Fire/Frost Mages and Warlocks.
Need python 3.10 or later and Poetry to install dependencies
https://www.python.org/downloads/
pip install poetry or pipx install poetry
poetry shell
poetry install
poetry run examples/mage.py
For a single iteration:
from sim.env import Environment
from sim.mage import Mage
from sim.mage_options import MageOptions
from sim.mage_talents import FireMageTalents
mages = []
num_mages = 3
for i in range(num_mages):
tal = FireMageTalents
fm = Mage(name=f'mage{i}', sp=1009, crit=33.17, hit=16, tal=tal,
opts=MageOptions(extend_ignite_with_scorch=True))
fm.smart_scorch()
mages.append(fm)
env = Environment()
env.add_characters(mages)
env.run(until=180)
env.meter.report()or
from sim.env import Environment
from sim.warlock import Warlock
from sim.warlock_options import WarlockOptions
from sim.warlock_talents import SMRuin
locks = []
num_locks = 3
for i in range(num_locks):
fm = Warlock(name=f'lock{i}', sp=1009, crit=33.17, hit=16, tal=SMRuin, opts=WarlockOptions())
fm.corruption_immolate_shadowbolt()
locks.append(fm)
env = Environment(print_dots=True)
env.add_characters(locks)
env.run(until=180)
env.meter.report()You will get an output like this
[2.1] - (mage0) scorch (1.6 cast) 825
[2.8] - (mage1) scorch (1.6 cast) 847
[3.7] - (mage0) scorch (1.6 cast) **1254**
[4.4] - (mage1) scorch (1.6 cast) **1333**
[5.3] - (mage0) scorch (1.6 cast) 925
[5.7] - (mage0) (2) ignite tick 654 ticks remaining 1 time left 2.74s
[6.0] - (mage1) scorch (1.6 cast) **1396**
[7.7] - (mage0) (3) ignite tick 1007 ticks remaining 1 time left 2.34s
[8.4] - (mage0) fireball (3.1 cast) **3574**
[9.1] - (mage1) fireball (3.1 cast) 2455
[9.7] - (mage0) (4) ignite tick 1911 ticks remaining 1 time left 2.7s
[11.5] - (mage0) fireball (3.1 cast) **3519**
[11.7] - (mage0) (5) ignite tick 2802 ticks remaining 1 time left 3.8s
[12.2] - (mage1) fireball (3.1 cast) **3577**
[13.7] - (mage0) (5) ignite tick 2802 ticks remaining 1 time left 2.54s
[14.6] - (mage0) fireball (3.1 cast) **3477**
[15.3] - (mage1) fireball (3.1 cast) 2403
[15.7] - (mage0) (5) ignite tick 2802 ticks remaining 1 time left 2.9s
[17.7] - (mage0) fireball (3.1 cast) **3649**
[17.7] - (mage0) (5) ignite tick 2802 ticks remaining 1 time left 4.0s
[18.4] - (mage1) fireball (3.1 cast) **3606**
[19.7] - (mage0) (5) ignite tick 2802 ticks remaining 1 time left 2.74s
[20.8] - (mage0) fireball (3.1 cast) **3562**
[21.5] - (mage1) fireball (3.1 cast) 2453
[21.7] - (mage0) (5) ignite tick 2802 ticks remaining 1 time left 3.1s
[23.7] - (mage0) (5) ignite tick 2802 ticks remaining 0 time left 1.1s
[23.9] - (mage0) fireball (3.1 cast) 2269
[24.6] - (mage1) fireball (3.1 cast) 2295
[24.8] - (mage0) Ignite dropped
or
[0] - (lock2) Random initial delay of 1.69 seconds
[0] - (lock1) Random initial delay of 0.5 seconds
[0] - (lock0) Random initial delay of 1.68 seconds
[0.5] - (lock1) Corruption (0.1 cast) (1.5 gcd)
[1.7] - (lock0) Corruption (0.1 cast) (1.5 gcd)
[1.7] - (lock2) Corruption (0.1 cast) (1.5 gcd)
[2.0] - (lock1) Immolate (0.1 cast) (1.5 gcd) RESIST
[3.2] - (lock0) Immolate (0.1 cast) (1.5 gcd) **934**
[3.2] - (lock2) Immolate (0.1 cast) (1.5 gcd) 467
[3.5] - (lock1) Corruption dot tick 366 ticks remaining 5
[4.7] - (lock0) Corruption dot tick 366 ticks remaining 5
[4.7] - (lock2) Corruption dot tick 366 ticks remaining 5
[6.1] - (lock1) Shadowbolt (2.6 cast) **2712**
[6.1] - (lock1) Immolate (0.1 cast) (1.5 gcd) **934**
[6.2] - (lock0) Immolate dot tick 278 ticks remaining 3
[6.2] - (lock2) Immolate dot tick 278 ticks remaining 3
[6.5] - (lock1) (ISB) Corruption dot tick 439 ticks remaining 4
[7.3] - (lock0) Shadowbolt (2.6 cast) **2794**
[7.3] - (lock2) Shadowbolt (2.6 cast) 1362
[7.7] - (lock0) (ISB) Corruption dot tick 439 ticks remaining 4
[7.7] - (lock2) (ISB) Corruption dot tick 439 ticks remaining 4
[9.1] - (lock1) Immolate dot tick 278 ticks remaining 3
[9.2] - (lock0) Immolate dot tick 278 ticks remaining 2
[9.2] - (lock2) Immolate dot tick 278 ticks remaining 2
[9.5] - (lock1) (ISB) Corruption dot tick 439 ticks remaining 3
[9.8] - (lock0) (ISB) Shadowbolt (2.6 cast) 1615
[9.8] - (lock2) (ISB) Shadowbolt (2.6 cast) **3348**
[10.1] - (lock1) (ISB) Shadowbolt (2.6 cast) 1624
For multiple iterations:
from turtlewow_sim.env import Environment
from turtlewow_sim.mage import Mage
from turtlewow_sim.simulation import Simulation
from turtlewow_sim.specs import FireMageTalents
mages = []
num_mages = 5
for i in range(num_mages):
fm = Mage(name=f'mage{i}', sp=1009, crit=33.17, hit=16, tal=FireMageTalents)
fm.smart_scorch()
mages.append(fm)
sim = Simulation(characters=mages)
sim.run(iterations=1000, duration=180)
sim.detailed_report()After the simulation finishes the result will look like this:
Total spell dmg : 765822
Total dot dmg : 275181
Total ignite dmg : 275181
Total dmg : 275181
Average mage dps : 1169
Average >=1 stack ignite uptime : 90.6%
Average >=3 stack ignite uptime : 76.1%
Average 5 stack ignite uptime : 63.1%
Average ignite tick : 3437
or
lock0 average DPS : 1018 in 80.0 casts
lock1 average DPS : 1016 in 80.0 casts
lock2 average DPS : 1016 in 80.0 casts
Total spell dmg : 423084
Total dot dmg : 125970
Total dmg : 549054
Average char dps : 1017
Highest single char dps : 1173.3
------ ISB ------
ISB uptime : 77.2%
Total added dot dmg : 10570
Total added spell dmg : 43159
but you can run with the detailed_report() method to get a more detailed output
You can customize each character by passing additional arguments. The full constructor looks like this:
class Character:
def __init__(self,
tal: MageTalents,
env: Optional[Environment] = None,
name: str = '',
sp: int = 0,
crit: float = 0,
hit: float = 0,
haste: float = 0,
lag: float = 0.1, # default lag between spells that seems to occur on turtle
opts: MageOptions = MageOptions(),
):
There are premade talent configurations for each spec:
FireMageTalents = MageTalents(
imp_scorch=True,
fire_power=True,
critial_mass=False,
fire_blast_cooldown=8
)
ApFrostMageTalents = MageTalents(
arcane_instability=True,
piercing_ice=True
)
WcFrostMageTalents = MageTalents(
winters_chill=True,
piercing_ice=True
)
SMRuin = WarlockTalents(
# affliction
suppression=3,
improved_corruption=5,
improved_curse_of_agony=3,
nightfall=2,
shadow_mastery=5,
# destruction
improved_shadow_bolt=5,
bane=5,
devastation=5,
ruin=1,
)
DSRuin = WarlockTalents(
# affliction
suppression=2,
improved_corruption=5,
# demonology
demonic_sacrifice=1,
# destruction
improved_shadow_bolt=5,
bane=5,
devastation=5,
ruin=1,
)
Simulation defaults assume Curse of Elements and Shadow are permanently on, you can turn it off by passing the appropriate argument to the constructor
class Simulation:
def __init__(self,
characters: List[Character] = None,
permanent_coe: bool = True,
permanent_cos: bool = True,
permanent_nightfall: bool = False):
no consumables are assumed otherwise, you need to factor those in your total sp/crit
You can also enable permanent nightfall proc using
sim = Simulation(permanent_nightfall=True)
All rotations include a random initial delay of 0-2 seconds. You can disable this by passing the delay=0 parameter
Some currently supported rotations are:
-
spam_scorch()
-
spam_fireballs()
-
spam_frostbolts()
1 scorch + 9 fireballs (repeated)
- one_scorch_then_fireballs()
1 scorch + 1 pyro + 6 fireballs (repeated)
- one_scorch_one_pyro_then_fb()
1 scorch + 1 frostbolt + 8 fireballs (repeated)
- one_scorch_one_frostbolt_then_fb()
cast scorch if less than 5 imp.scorch stacks else cast fireball
-
smart_scorch()
-
spam_shadowbolt()
-
agony_corruption_immolate_shadowbolt()
-
cos_corruption_immolate_shadowbolt()
You can pass as arguments to each rotation when you want each mage to attempt
to activate their cooldowns. For example mage1.one_scorch_one_pyro_then_fb(cds=CooldownUsages(arcane_power=5, power_infusion=6, mqg=7)) will tell the first mage to attempt to activate arcane_power at 5 seconds, power_infusion at 6 seconds and mqg at 7 seconds.
Available cooldowns are:
class CooldownUsages:
combustion: Optional[float] = None
arcane_power: Optional[float] = None
power_infusion: Optional[float] = None
presence_of_mind: Optional[float] = None
toep: Optional[float] = None
mqg: Optional[float] = None
berserking30: Optional[float] = None
berserking20: Optional[float] = None
berserking10: Optional[float] = None
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