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Create cresselia.py
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src/cresselia.py
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187
src/cresselia.py
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"""
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this program is experimental.
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"""
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import rngtool
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import calc
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import cv2
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import time
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from xorshift import Xorshift
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import heapq
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imgpath = "./trainer/fullmoon/eye.png"
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def firstspecify():
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imgpath = "./trainer/secretbase/eye.png"
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player_eye = cv2.imread(imgpath, cv2.IMREAD_GRAYSCALE)
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if player_eye is None:
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print("path is wrong")
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return
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blinks, intervals, offset_time = rngtool.tracking_blink(player_eye, 870, 680, 85, 90)
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prng = rngtool.recov(blinks, intervals, )
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waituntil = time.perf_counter()
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diff = round(waituntil-offset_time)
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prng.getNextRandSequence(diff)
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state = prng.getState()
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print("state(64bit 64bit)")
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print(hex(state[0]<<32|state[1]), hex(state[2]<<32|state[3]))
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print("state(32bit 32bit 32bit 32bit)")
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print(*[hex(s) for s in state])
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def reidentify():
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print("input xorshift state(state[0] state[1] state[2] state[3])")
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state = [int(x,0) for x in input().split()]
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plimgpath = "./trainer/fullmoon/eye.png"
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plimg = cv2.imread(plimgpath, cv2.IMREAD_GRAYSCALE)
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plroi = (925, 500, 35, 35)
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pkimgpath = "./cresselia/eye.png"
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pkimg = cv2.imread(pkimgpath, cv2.IMREAD_GRAYSCALE)
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pkroi = (805, 475, 20, 30)
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blinks, observed_intervals, offset_time = rngtool.simultaneous_tracking(plimg, plroi, pkimg, pkroi, pkth = 0.999185, size = 8)
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reidentified_rng = rngtool.reidentifyByIntervals(Xorshift(*state), observed_intervals, th=2, search_max=10**5)
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if reidentified_rng is None:
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print("couldn't reidentify state.")
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return
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waituntil = time.perf_counter()
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diff = int(-(-(waituntil-offset_time)//1))
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print(diff, waituntil-offset_time)
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reidentified_rng.advances(max(diff,0))
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state = reidentified_rng.getState()
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print("state(64bit 64bit)")
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print(hex(state[0]<<32|state[1]), hex(state[2]<<32|state[3]))
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print("state(32bit 32bit 32bit 32bit)")
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print(*[hex(s) for s in state])
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#timecounter reset
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advances = 0
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waituntil = time.perf_counter()
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time.sleep(diff - (waituntil - offset_time))
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while True:
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advances += 1
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r = reidentified_rng.next()
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waituntil += 1.017
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next_time = waituntil - time.perf_counter() or 0
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time.sleep(next_time)
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print(f"advances:{advances}, blink:{hex(r&0xF)}")
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def reidentifyInSecretBase():
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"""reidentify xorshift internal state in the cresselia's room
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note: this function is a bit unreliable since it is difficult to track the blinks of cresselia.
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"""
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print("input xorshift state(state[0] state[1] state[2] state[3])")
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state = [int(x,0) for x in input().split()]
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imgpath = "./trainer/secretbase/eye.png"
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player_eye = cv2.imread(imgpath, cv2.IMREAD_GRAYSCALE)
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if player_eye is None:
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print("path is wrong")
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return
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blinks, observed_intervals, offset_time = rngtool.tracking_blink(player_eye, 870, 680, 85, 90, size=7)
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reidentified_rng = rngtool.reidentifyByIntervals(Xorshift(*state), observed_intervals, npc=0)
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if reidentified_rng is None:
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print("couldn't reidentify state.")
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return
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waituntil = time.perf_counter()
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diff = int(-(-(waituntil-offset_time)//1))
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print(diff, waituntil-offset_time)
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reidentified_rng.advances(max(diff,0))
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state = reidentified_rng.getState()
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print("state(64bit 64bit)")
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print(hex(state[0]<<32|state[1]), hex(state[2]<<32|state[3]))
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print("state(32bit 32bit 32bit 32bit)")
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print(*[hex(s) for s in state])
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#timecounter reset
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advances = 0
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waituntil = time.perf_counter()
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time.sleep(diff - (waituntil - offset_time))
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while True:
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advances += 1
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r = reidentified_rng.next()
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waituntil += 1.017
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next_time = waituntil - time.perf_counter() or 0
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time.sleep(next_time)
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print(f"advances:{advances}, blink:{hex(r&0xF)}")
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def cresselia_timeline():
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print("input xorshift state(state[0] state[1] state[2] state[3])")
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state = [int(x,0) for x in input().split()]
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plimgpath = "./trainer/fullmoon/eye.png"
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plimg = cv2.imread(plimgpath, cv2.IMREAD_GRAYSCALE)
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plroi = (925, 500, 35, 35)
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pkimgpath = "./cresselia/eye.png"
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pkimg = cv2.imread(pkimgpath, cv2.IMREAD_GRAYSCALE)
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pkroi = (805, 475, 20, 30)
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blinks, observed_intervals, offset_time = rngtool.simultaneous_tracking(plimg, plroi, pkimg, pkroi, pkth = 0.999185, size = 4)
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reidentified_rng = rngtool.reidentifyByIntervals(Xorshift(*state), observed_intervals, th=1, search_max=1*10**3, search_min=0)
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if reidentified_rng is None:
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print("couldn't reidentify state.")
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return
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waituntil = time.perf_counter()
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diff = int(-(-(waituntil-offset_time)//1))
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print(diff, waituntil-offset_time)
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reidentified_rng.advances(max(diff,0))
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state = reidentified_rng.getState()
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print("state(64bit 64bit)")
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print(hex(state[0]<<32|state[1]), hex(state[2]<<32|state[3]))
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print("state(32bit 32bit 32bit 32bit)")
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print(*[hex(s) for s in state])
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advances = 1
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waituntil = time.perf_counter()
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time.sleep(diff - (waituntil - offset_time))
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#timeline prepare
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queue = []
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blink_int = reidentified_rng.range(3.0, 12.0) + 0.285
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#blink_int = reidentified_rng.rangefloat(3,12) + 0.285
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heapq.heappush(queue, (waituntil+blink_int,1))
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#_ = reidentified_rng.next()
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heapq.heappush(queue, (waituntil+1.017,0))
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while queue:
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advances += 1
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w, q = heapq.heappop(queue)
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next_time = w - time.perf_counter() or 0
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if next_time>0:
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time.sleep(next_time)
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if q==0:
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r = reidentified_rng.next()
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print(f"advances:{advances}, blink:{hex(r&0xF)}")
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heapq.heappush(queue, (w+1.017, 0))
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else:
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blink_int = reidentified_rng.range(3.0, 12.0) + 0.285
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#blink_int = reidentified_rng.rangefloat(3,12) + 0.285
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heapq.heappush(queue, (w+blink_int, 1))
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print(f"advances:{advances}, interval:{blink_int}")
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if __name__ == "__main__":
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#note:
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#1. specify internal state with firstspecify() (secretbase is better place)
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#2. search target on pokefinder
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#3. advance rng (fullmoon island exterior is fast, about +250/s)
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#4. enter the cresselia's room 2000 advances before the target, and reidentify state with cresselia_timeline()
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#5.
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#firstspecify()
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#reidentifyInSecretBase()
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cresselia_timeline()
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