def checkDummy(self,raidpic, x1, x2, y1, y2, hash, raidNo, radius):
foundgym = None
log.debug('[Crop: ' + str(raidNo) + ' (' + str(self.uniqueHash) +') ] ' + 'checkDummy: Check for dummy Gym Image')
template = ("mon_img/dummy_nearby.jpg")
find_gym = mt.fort_image_matching(raidpic, template, True, 0.9, raidNo, hash, True, radius, x1, x2, y1, y2)
if find_gym >= 0.9:
return True
return False
def detectRaidBoss(self, raidpic, lvl, hash, raidcount):
foundmon = None
monID = None
log.debug('Extracting Raidboss')
lower = np.array([80, 60, 30], dtype="uint8")
upper = np.array([110, 90, 70], dtype="uint8")
kernel = np.ones((3, 3), np.uint8)
kernel2 = np.ones((6, 6), np.uint8)
raidMonZoom = cv2.resize(raidpic, (0, 0), fx=2, fy=2)
mask = cv2.inRange(raidMonZoom, lower, upper)
output = cv2.bitwise_and(raidMonZoom, raidMonZoom, mask=mask)
monAsset = cv2.inRange(output, np.array([0, 0, 0]),
np.array([15, 15, 15]))
monAsset = cv2.morphologyEx(monAsset, cv2.MORPH_CLOSE, kernel)
monAsset = cv2.morphologyEx(monAsset, cv2.MORPH_OPEN, kernel2)
picName = self.tempPath + "/" + str(hash) + "_raidboss" + str(
raidcount) + ".jpg"
cv2.imwrite(picName, monAsset)
log.debug('detectRaidBoss: Scanning Raidboss')
monHash = self.imageHashExists(
self.tempPath + "/" + str(hash) + "_raidboss" + str(raidcount) +
".jpg", False, 'mon-' + str(lvl))
log.debug('detectRaidBoss: Monhash: ' + str(monHash))
if monHash is None:
for file in glob.glob("mon_img/_mon_*_" + str(lvl) + ".png"):
find_mon = mt.fort_image_matching(file, picName, False, 0.75)
if foundmon is None or find_mon > foundmon[0]:
foundmon = find_mon, file
if foundmon and foundmon[0] > 0.75:
monSplit = foundmon[1].split('_')
monID = monSplit[3]
#we found the mon that's most likely to be the one that's in the crop
log.debug('detectRaidBoss: Found mon in mon_img: ' + str(monID))
else:
os.remove(picName)
return monHash, monAsset
if monID:
self.imageHash(picName, monID, False, 'mon-' + str(lvl))
os.remove(picName)
return monID, monAsset
log.debug('No Mon found!')
os.remove(picName)
return False, monAsset
def detectGym(self, raidpic, hash, raidcount, monId=None):
foundgym = None
gymId = None
x1 = 90
x2 = 125
y1 = 135
y2 = 200
#if gymHash is none, we haven't seen the gym yet, otherwise, gymHash == gymId we are looking for
if monId:
log.debug('Got Mon-ID for Gym-Detection %s' % monId)
with open('monsspec.json') as f:
data = json.load(f)
if str(monId) in data:
crop = data[str(monId)]["Crop"]
log.debug('Found other Crops for Mon %s' % monId)
log.debug(str(crop))
x1 = crop['X1']
x2 = crop['X2']
y1 = crop['Y1']
y2 = crop['Y2']
gymHash = self.imageHashExists(raidpic, True, 'gym', x1, x2, y1, y2)
if gymHash is None:
for file in glob.glob("gym_img/*.jpg"):
find_gym = mt.fort_image_matching(raidpic, file, True, 0.7, x1,
x2, y1, y2)
if foundgym is None or find_gym > foundgym[0]:
foundgym = find_gym, file
if foundgym and foundgym[0] >= 0.7:
#okay, we very likely found our gym
gymSplit = foundgym[1].split('_')
gymId = gymSplit[2]
#if we are looking by coords (TODO), we will likely get additional checks somewhere around here and before the for-loop
else:
return gymHash
if gymId:
self.imageHash(raidpic, gymId, True, 'gym', x1, x2, y1, y2)
return gymId
else:
#we could not find the gym...
return None
def detectLevel(self, raidpic, hash, raidNo):
foundlvl = None
lvl = None
lvlTypes = [
'mon_img/_raidlevel_5_.jpg', 'mon_img/_raidlevel_4_.jpg',
'mon_img/_raidlevel_3_.jpg', 'mon_img/_raidlevel_2_.jpg',
'mon_img/_raidlevel_1_.jpg'
]
raidlevel = raidpic[230:260, 0:170]
#raidlevel = cv2.resize(raidlevel, (0,0), fx=2, fy=2)
cv2.imwrite(
os.path.join(self.tempPath,
str(hash) + '_raidlevel' + str(raidNo) + '.jpg'),
raidlevel)
log.debug('[Crop: ' + str(raidNo) + ' (' + str(self.uniqueHash) +
') ] ' + 'Scanning Level')
for file in lvlTypes:
find_lvl = mt.fort_image_matching(
file,
os.path.join(self.tempPath,
str(hash) + '_raidlevel' + str(raidNo) + '.jpg'),
False, 0.7, raidNo, hash)
if foundlvl is None or find_lvl > foundlvl[0]:
foundlvl = find_lvl, file
if not foundlvl is None:
lvlSplit = foundlvl[1].split('_')
lvl = lvlSplit[3]
os.remove(
os.path.join(self.tempPath,
str(hash) + '_raidlevel' + str(raidNo) + '.jpg'))
if lvl:
log.debug('[Crop: ' + str(raidNo) + ' (' + str(self.uniqueHash) +
') ] ' + 'detectLevel: found level %s' % str(lvl))
return lvl
else:
log.info('[Crop: ' + str(raidNo) + ' (' + str(self.uniqueHash) +
') ] ' + 'detectLevel: could not find level')
return None
def detectEgg(self, raidpic, hash, raidcount):
foundegg = None
eggID = None
for file in glob.glob("mon_img/_egg_*.png"):
find_egg = mt.fort_image_matching(file, raidpic, True, 0.9)
if foundegg is None or find_egg > foundegg[0]:
foundegg = find_egg, file
if not foundegg is None and foundegg[0] > 0.9:
eggSplit = foundegg[1].split('_')
eggID = eggSplit[3]
log.debug('Eggfound: ' + str(eggID))
if eggID:
return eggID
return False
def detectLevel(self, raidpic, hash, raidcount):
foundlvl = None
lvl = None
lvlTypes = [
'mon_img/_raidlevel_5_.jpg', 'mon_img/_raidlevel_4_.jpg',
'mon_img/_raidlevel_3_.jpg', 'mon_img/_raidlevel_2_.jpg',
'mon_img/_raidlevel_1_.jpg'
]
raidlevel = raidpic[230:260, 0:170]
raidlevel = cv2.resize(raidlevel, (0, 0), fx=2, fy=2)
cv2.imwrite(
self.tempPath + "/" + str(hash) + "_raidlevel" + str(raidcount) +
".jpg", raidlevel)
log.debug('Scanning Level')
for file in lvlTypes:
find_lvl = mt.fort_image_matching(
file, self.tempPath + "/" + str(hash) + "_raidlevel" +
str(raidcount) + ".jpg", False, 0.8)
if foundlvl is None or find_lvl > foundlvl[0]:
foundlvl = find_lvl, file
if not foundlvl is None and foundlvl[0] > 0.8:
lvlSplit = foundlvl[1].split('_')
lvl = lvlSplit[3]
os.remove(self.tempPath + "/" + str(hash) + "_raidlevel" +
str(raidcount) + ".jpg")
if lvl:
log.debug("detectLevel: found level '%s'" % str(lvl))
return lvl
else:
log.info("detectLevel: could not find level")
return None
def start_detect(self, filename, hash):
log.error("Starting detection")
if not os.path.isfile(filename):
log.error("File does not exist")
log.error(filename)
return
log.error("Starting analisys")
img = cv2.imread(filename)
img = cv2.resize(img, (750, 1334), interpolation=cv2.INTER_CUBIC)
###raid1
raid1 = img[Y1 - 70:Y1 + 200, X1 - 80:X1 + 80]
cv2.imwrite(self.tempPath + "/" + str(hash) + "_raid1.jpg", raid1)
###raid2
raid2 = img[Y1 - 70:Y1 + 200, X2 - 80:X2 + 80]
cv2.imwrite(self.tempPath + "/" + str(hash) + "_raid2.jpg", raid2)
###raid3
raid3 = img[Y1 - 70:Y1 + 200, X3 - 80:X3 + 80]
cv2.imwrite(self.tempPath + "/" + str(hash) + "_raid3.jpg", raid3)
###raid4
raid4 = img[Y2 - 70:Y2 + 200, X1 - 80:X1 + 80]
cv2.imwrite(self.tempPath + "/" + str(hash) + "_raid4.jpg", raid4)
###raid5
raid5 = img[Y2 - 70:Y2 + 200, X2 - 80:X2 + 80]
cv2.imwrite(self.tempPath + "/" + str(hash) + "_raid5.jpg", raid5)
###raid3
raid6 = img[Y2 - 70:Y2 + 200, X3 - 80:X3 + 80]
cv2.imwrite(self.tempPath + "/" + str(hash) + "_raid6.jpg", raid6)
i = 1
foundgym = None
foundmon = None
foundegg = None
foundlvl = None
while i < 7:
gymfound = 0
monfound = 0
eggfound = 0
lvlfound = 0
log.debug('Generating Pic of Raidboss')
image1 = cv2.imread(self.tempPath + "/" + str(hash) + "_raid" +
str(i) + ".jpg")
raidpic = image1[0:165, 0:160]
cv2.imwrite(
self.tempPath + "/" + str(hash) + "_raidpic" + str(i) + ".jpg",
raidpic)
log.debug('Generating Pic of Timer')
image2 = cv2.imread(self.tempPath + "/" + str(hash) + "_raid" +
str(i) + ".jpg")
raidtimer = image2[200:230, 0:297]
raidtimer = cv2.resize(raidtimer, (0, 0), fx=3, fy=3)
cv2.imwrite(
self.tempPath + "/" + str(hash) + "_raidtimer" + str(i) +
".jpg", raidtimer)
log.debug('Reading Raidtext')
emptyraid = image2[195:225, 0:160]
cv2.imwrite(self.tempPath + "/" + str(hash) + "_emptyraid.png",
raidtimer)
rt = Image.open(self.tempPath + "/" + str(hash) + "_emptyraid.png")
gray = rt.convert('L')
bw = gray.point(lambda x: 0 if x < 210 else 255, '1')
bw.save(self.tempPath + "/" + str(hash) +
"_cropped_emptyraid_bw.png")
raidtext = pytesseract.image_to_string(
Image.open(self.tempPath + "/" + str(hash) +
"_cropped_emptyraid_bw.png"),
config='-psm 7')
log.debug(raidtext)
if len(raidtext) > 0:
log.debug('Generating Pic of Timer')
raidlevel = image2[235:265, 0:297]
raidlevel = cv2.resize(raidlevel, (0, 0), fx=3, fy=3)
cv2.imwrite(
self.tempPath + "/" + str(hash) + "_raidlevel" + str(i) +
".jpg", raidlevel)
log.debug('Extracting Raidboss')
lower = np.array([80, 60, 30], dtype="uint8")
upper = np.array([110, 90, 70], dtype="uint8")
kernel = np.ones((3, 3), np.uint8)
kernel2 = np.ones((6, 6), np.uint8)
raidMonZoom = cv2.resize(image1, (0, 0), fx=2, fy=2)
mask = cv2.inRange(raidMonZoom, lower, upper)
output = cv2.bitwise_and(raidMonZoom, raidMonZoom, mask=mask)
cv2.imwrite(
self.tempPath + "/" + str(hash) + "_raidboss" + str(i) +
".jpg", output)
monAsset = cv2.imread(
self.tempPath + "/" + str(hash) + "_raidboss" + str(i) +
".jpg", 3)
monAsset = cv2.inRange(monAsset, np.array([0, 0, 0]),
np.array([15, 15, 15]))
monAsset = cv2.morphologyEx(monAsset, cv2.MORPH_CLOSE, kernel)
monAsset = cv2.morphologyEx(monAsset, cv2.MORPH_OPEN, kernel2)
cv2.imwrite(
self.tempPath + "/" + str(hash) + "_raidboss" + str(i) +
".jpg", monAsset)
log.debug('Reading Timer')
raidtime = Image.open(self.tempPath + "/" + str(hash) +
"_raidtimer" + str(i) + ".jpg")
gray = raidtime.convert('L')
bw = gray.point(lambda x: 0 if x < 185 else 255, '1')
bw.save(self.tempPath + "/" + str(hash) + "_raidtimer" +
str(i) + ".jpg")
timer = pytesseract.image_to_string(
Image.open(self.tempPath + "/" + str(hash) + "_raidtimer" +
str(i) + ".jpg"),
config='--psm=7').replace(' ', '').replace(
'~', '').replace('o',
'0').replace('O',
'0').replace('-', '')
log.debug(timer)
log.debug('Scanning Level')
for file in glob.glob("mon_img/_raidlevel_*.jpg"):
find_lvl = mt.fort_image_matching(
file, self.tempPath + "/" + str(hash) + "_raidlevel" +
str(i) + ".jpg", False, 0.5)
if foundlvl is None or find_lvl > foundlvl[0]:
foundlvl = find_lvl, file
if not foundlvl is None and foundlvl[0] > 0.5 and len(
raidtext) > 0:
lvlfound = 1
lvlSplit = foundlvl[1].split('_')
lvl = lvlSplit[3]
log.debug('Level: ' + str(lvl))
log.debug('Scanning Egg')
for file in glob.glob("mon_img/_egg_*.png"):
find_egg = mt.fort_image_matching(
file, self.tempPath + "/" + str(hash) + "_raid" +
str(i) + ".jpg", True, 0.9)
if foundegg is None or find_egg > foundegg[0]:
foundegg = find_egg, file
if not foundegg is None and foundegg[0] > 0.9 and len(
raidtext) > 0:
eggfound = 1
log.debug('Eggfound: ' + str(eggfound))
log.debug('Scanning Time')
if "R" not in timer:
now = datetime.datetime.now()
date1 = str(now.year) + "-0" + str(now.month) + "-" + str(
now.day)
raidstart = getHatchTime(self,
timer) - (self.timezone * 60 * 60)
raidend = getHatchTime(self, timer) + int(
45 * 60) - (self.timezone * 60 * 60)
log.debug('Start: ' + str(raidstart) + ' End: ' +
str(raidend))
else:
raidstart = "-"
log.debug('Scanning Gym')
gymHash = self.imageHashExists(
self.tempPath + "/" + str(hash) + "_raid" + str(i) +
".jpg", True, 'gym')
log.debug('Gymhash: ' + str(gymHash))
if not gymHash:
for file in glob.glob("gym_img/*.jpg"):
find_gym = mt.fort_image_matching(
self.tempPath + "/" + str(hash) + "_raid" +
str(i) + ".jpg", file, True, 0.6)
if foundgym is None or find_gym > foundgym[0]:
foundgym = find_gym, file
if not foundgym is None and foundgym[0] > 0.6 and len(
raidtext) > 0:
gymfound = 1
gymSplit = foundgym[1].split('_')
gymID = gymSplit[2]
if gymfound == 1:
self.imageHash(
'temp/' + str(hash) + '_raid' + str(i) + '.jpg',
gymID, True, 'gym')
else:
gymfound = 1
gymID = gymHash
if eggfound == 0:
log.error('Scanning Mon')
monHash = self.imageHashExists(
self.tempPath + "/" + str(hash) + "_raidboss" +
str(i) + ".jpg", False, 'mon-' + str(lvl))
log.debug('Monhash: ' + str(monHash))
if not monHash:
for file in glob.glob("mon_img/_mon_*_" + str(lvl) +
".png"):
find_mon = mt.fort_image_matching(
file, self.tempPath + "/" + str(hash) +
"_raidboss" + str(i) + ".jpg", False, 0.7)
if foundmon is None or find_mon > foundmon[0]:
log.error("Found mon")
foundmon = find_mon, file
if not foundmon is None and foundmon[
0] > 0.7 and len(raidtext) > 0:
log.error("Found mon")
monfound = 1
monSplit = foundmon[1].split('_')
monID = monSplit[3]
if monfound == 1:
self.imageHash(
'temp/' + str(hash) + '_raidboss' + str(i) +
'.jpg', monID, False, 'mon-' + str(lvl))
else:
monfound = 1
monID = monHash
if gymfound == 1 and (monfound == 1 or eggfound == 1):
if monfound == 1:
logtext = 'Mon - ID: ' + str(monID)
log.error("Found mon %s Lv %s. GymID: %s" %
(monID, lvl, gymID))
self.submitRaid(str(gymID), monID, lvl, '-', '-',
'MON')
if eggfound == 1:
eggSplit = foundegg[1].split('_')
eggID = eggSplit[3]
logtext = 'Egg - ID: ' + str(eggID)
log.debug(
"Found egg Lv %s starting at %s and ending at %s. GymID: %s"
% (lvl, raidstart, raidend, gymID))
self.submitRaid(str(gymID), '0', lvl, raidstart,
raidend, 'EGG')
log.info('Raid ' + str(i) + ' | Gym-ID: ' + str(gymID) +
' | ' + logtext + ' | Level: ' + lvl)
if gymfound == 1 and (monfound == 0 and eggfound == 0):
logtext = ' Mon or Egg: unknown '
log.info('Raid ' + str(i) + ' | Gym-ID: ' + str(gymID) +
' | ' + logtext + ' | Level: ' + lvl)
if gymfound == 0 and (monfound == 1 or eggfound == 1):
gymID = 'unknow'
lvlSplit = foundlvl[1].split('_')
lvl = lvlSplit[3]
if monfound == 1:
logtext = 'Mon - ID: ' + str(monID)
if eggfound == 1:
eggSplit = foundegg[1].split('_')
eggID = eggSplit[3]
logtext = 'Egg - ID: ' + str(eggID)
log.info('Raid ' + str(i) + ' | Gym-ID: ' + str(gymID) +
' | ' + logtext + ' | Level: ' + lvl)
if gymfound == 0 and (monfound == 0 and eggfound == 0):
gymID = 'uknown'
logtext = ' unknown Mon or Egg '
log.info('Raid ' + str(i) + ' | Gym-ID: ' + str(gymID) +
' | ' + logtext + ' | Level: ' + lvl)
foundmon = None
foundgym = None
foundegg = None
foundlvl = None
else:
if i == 1:
log.error('No active Raids')
break
else:
log.error('No more active Raids')
break
if gymfound == 0 and len(raidtext) > 0:
unknowngymfound = 0
for file in glob.glob(self.unknownPath + "/gym_*.jpg"):
foundunknowngym = mt.fort_image_matching(
self.tempPath + "/" + str(hash) + "_raidpic" + str(i) +
".jpg", file, True, 0.8)
if foundgym is None or foundunknowngym > foundgym[0]:
foundgym = foundunknowngym, file
if not foundgym is None and foundgym[0] > 0.7:
unknowngymfound = 1
foundgym = None
if unknowngymfound == 0:
name22 = time.time()
cv2.imwrite(
self.unknownPath + "/gym_" + str(name22) + ".jpg",
raidpic)
if monfound == 0 and len(raidtext) > 0 and eggfound == 0:
unknownmonfound = 0
for file in glob.glob(self.unknownPath + "/mon_*.jpg"):
foundunknownmon = mt.fort_image_matching(
self.tempPath + "/" + str(hash) + "_raidboss" +
str(i) + ".jpg", file, False, 0.8)
if foundmon is None or foundunknownmon > foundmon[0]:
foundmon = foundunknownmon, file
if not foundmon is None and foundmon[0] > 0.7:
unknownmonfound = 1
foundmon = None
if unknownmonfound == 0:
name22 = time.time()
cv2.imwrite(
self.unknownPath + "/mon_" + str(name22) + ".jpg",
monAsset)
gymfound = None
foundmon = None
foundgym = None
raidtext = None
foundegg = None
eggfound = None
lvlfound = None
i = i + 1
for file in glob.glob(self.tempPath + "/" + str(hash) + "_*raid*.jpg"):
os.remove(file)
os.remove(self.tempPath + "/" + str(hash) +
"_cropped_emptyraid_bw.png")
os.remove(self.tempPath + "/" + str(hash) + "_emptyraid.png")
def detectGym(self, raidpic, hash, raidNo, captureLat, captureLng, radius, monId = None):
foundgym = None
gymId = None
x1=0.30
x2=0.62
y1=0.62
y2=1.23
foundMonCrops = False
log.debug('[Crop: ' + str(raidNo) + ' (' + str(self.uniqueHash) +') ] ' + 'detectGym: Scanning Gym')
#if gymHash is none, we haven't seen the gym yet, otherwise, gymHash == gymId we are looking for
if monId:
log.debug('[Crop: ' + str(raidNo) + ' (' + str(self.uniqueHash) +') ] ' + 'detectGym: Got Mon-ID for Gym-Detection %s' % monId)
with open('monsspec.json') as f:
data = json.load(f)
if str(monId) in data:
foundMonCrops = True
crop = data[str(monId)]["Crop"]
log.debug('[Crop: ' + str(raidNo) + ' (' + str(self.uniqueHash) +') ] ' + 'detectGym: Found other Crops for Mon %s' % monId)
log.debug(str(crop))
x1 = crop['X1']
x2 = crop['X2']
y1 = crop['Y1']
y2 = crop['Y2']
log.debug('[Crop: ' + str(raidNo) + ' (' + str(self.uniqueHash) +') ] ' + 'detectGym: Cropsizes: x1:%s, x2:%s, y1:%s, y2:%s' % (str(x1), str(x2), str(y1), str(y2)))
gymHashvalue = self.getImageHash(raidpic, True, raidNo, 'gym', x1, x2, y1, y2, radius)
gymHash = self.imageHashExists(raidpic, True, 'gym', raidNo, x1, x2, y1, y2, radius)
if gymHash is None:
if self.checkDummy(raidpic, x1, x2, y1, y2, hash, raidNo, radius):
log.info('[Crop: ' + str(raidNo) + ' (' + str(self.uniqueHash) +') ] ' + 'detectGym: Found dummy gym pic')
self.unknownfound(raidpic, 'unkgym', False, raidNo, hash, False, gymHashvalue, captureLat, captureLng)
return 'dummy'
log.debug('[Crop: ' + str(raidNo) + ' (' + str(self.uniqueHash) +') ] ' + 'detectGym: No Gym-Hash: found - searching')
log.debug('[Crop: ' + str(raidNo) + ' (' + str(self.uniqueHash) +') ] ' + 'detectGym: Searching closest gyms')
closestGymIds = self.dbWrapper.getNearGyms(captureLat, captureLng, hash, raidNo, str(args.gym_scan_distance))
log.debug('[Crop: ' + str(raidNo) + ' (' + str(self.uniqueHash) +') ] ' + 'detectGym: Detecting Gym')
for closegym in closestGymIds:
for file in glob.glob("gym_img/_" + str(closegym[0]) + "_.jpg"):
find_gym = mt.fort_image_matching(raidpic, file, True, float(args.gym_detection_value), raidNo, hash, checkX=True, radius=radius, x1=x1, x2=x2, y1=y1, y2=y2)
log.debug('[Crop: ' + str(raidNo) + ' (' + str(self.uniqueHash) +') ] ' + 'detectGym: Compare Gym-ID - ' + str(closegym[0]) + ' - Match: ' + str(find_gym))
if foundgym is None or find_gym > foundgym[0]:
foundgym = find_gym, file
if foundgym and foundgym[0]>=float(args.gym_detection_value):
#okay, we very likely found our gym
gymSplit = foundgym[1].split('_')
gymId = gymSplit[2]
else:
self.imageHash(raidpic, gymHash, True, 'gym', raidNo, x1, x2, y1, y2, radius)
log.debug('[Crop: ' + str(raidNo) + ' (' + str(self.uniqueHash) +') ] ' + 'detectGym: Detected Gym-ID: ' + str(gymHash))
return gymHash
if gymId:
log.debug('[Crop: ' + str(raidNo) + ' (' + str(self.uniqueHash) +') ] ' + 'detectGym: Detected Gym - Gym-ID: '+ str(gymId))
gymHash = self.imageHash(raidpic, gymId, True, 'gym', raidNo, x1=x1, x2=x2, y1=y1, y2=y2, radius=radius)
self.unknownfound(raidpic, 'gym', False, raidNo, hash, False, gymHashvalue, '0', '0')
return gymId
else:
#we could not find the gym...
self.unknownfound(raidpic, 'unkgym', False, raidNo, hash, False, gymHashvalue, captureLat, captureLng)
return None
def run_fortmatching(self, session, fort_fullpath_filename):
p_url = Path(self.url_image_path)
fort_filename = os.path.basename(fort_fullpath_filename)
LOG.info('find fort for {}'.format(fort_filename))
max_fort_id = 0
max_value = 0.0
max_url_fullpath_filename = ''
parts = str(fort_filename.replace('.jpg', '').replace('.png', '')).split('_')
if len(parts) >= 3:
device = parts[len(parts) - 2]
time = int(parts[len(parts) - 1])
teleport_delay = 1
index = 0
for device_conf in self.config.DEVICE_LIST:
if device_conf == device:
teleport_delay = self.config.TELEPORT_DELAYS[index]
break
index += 1
time_a = math.floor(time - (teleport_delay / 2))
time_b = math.ceil(time + (teleport_delay / 2))
device_location_a = db.get_device_location_history(session, time_a, device)
device_location_b = db.get_device_location_history(session, time_b, device)
device_location_c = db.get_device_location_history(session, time, device)
limit_forts = []
if device_location_a is not None:
ids_a = db.get_fort_ids_within_range(session, None, 800, device_location_a.lat, device_location_a.lon)
for fort_id in ids_a:
if fort_id not in limit_forts:
limit_forts.append(fort_id)
if device_location_b is not None:
ids_b = db.get_fort_ids_within_range(session, None, 800, device_location_b.lat, device_location_b.lon)
for fort_id in ids_b:
if fort_id not in limit_forts:
limit_forts.append(fort_id)
if device_location_c is not None:
ids_c = db.get_fort_ids_within_range(session, None, 800, device_location_c.lat, device_location_c.lon)
if ids_a is not ids_c and ids_b is not ids_c:
for fort_id in ids_c:
if fort_id not in limit_forts:
limit_forts.append(fort_id)
LOG.debug('Matching with gyms: {}'.format(limit_forts))
else:
LOG.debug('Matching without location')
limit_forts = None
for url_fullpath_filename in p_url.glob('*'):
url_filename = os.path.basename(url_fullpath_filename)
url_filename, url_filename_ext = os.path.splitext(url_filename)
if url_filename_ext != '.png' and url_filename_ext != '.jpg':
continue
if limit_forts is not None and len(limit_forts) != 0:
if int(url_filename) not in limit_forts:
continue
if url_filename_ext == '.jpg' or url_filename_ext == '.png':
try:
result = mt.fort_image_matching(str(url_fullpath_filename), str(fort_fullpath_filename))
except KeyboardInterrupt:
os.killpg(0, signal.SIGINT)
sys.exit(1)
except:
LOG.error('Matching error with {}'.format(str(url_fullpath_filename)))
else:
url_filename = os.path.basename(url_fullpath_filename)
fort_id, ext = os.path.splitext(url_filename)
# print('fort_id:',fort_id,'result:',result,'max_value:',max_value, 'max_fort_id:', max_fort_id)
if result >= max_value:
max_value = result
max_fort_id = fort_id
max_url_fullpath_filename = url_fullpath_filename
# await asyncio.sleep(0.01)
LOG.info('fort_filename:{} max_fort_id: {} max_value: {}'.format(fort_filename,max_fort_id, max_value))
img = cv2.imread(str(fort_fullpath_filename), 3)
gym_image_id = self.raidnearby.get_gym_image_id(img)
gym_image_fort_id = db.get_gym_image_fort_id(session, gym_image_id)
if float(max_value) >= 0.7:
LOG.info(str(fort_fullpath_filename))
if gym_image_fort_id is not None and int(max_fort_id) == int(gym_image_fort_id):
LOG.info('This gym image is already trained')
fort_result_file = os.getcwd() + '/success_img/Fort_' + str(max_fort_id) + '_GymImages_' + str(gym_image_id) + '_' + '{:.3f}'.format(max_value) + '.png'
url_result_file = os.getcwd() + '/success_img/Fort_'+str(max_fort_id) + '_url' + str(url_filename_ext)
shutil.move(fort_fullpath_filename, fort_result_file)
shutil.copy(max_url_fullpath_filename, url_result_file)
else:
unknown_fort_id = db.get_unknown_fort_id(session)
LOG.info('gym_images id:{} fort_id:{} unknow_fort_id:{}'.format(gym_image_id,gym_image_fort_id,unknown_fort_id))
if gym_image_fort_id == unknown_fort_id:
try:
db.update_gym_image(session,gym_image_id,max_fort_id)
except KeyboardInterrupt:
os.killpg(0, signal.SIGINT)
sys.exit(1)
except:
LOG.error('Error to update gym_images for gym_images.id:{} gym_images.fort_id:{}'.format(gym_image_id,max_fort_id))
fort_result_file = os.getcwd() + '/success_img/Fort_' + str(max_fort_id) + '_GymImages_' + str(gym_image_id) + '_' + '{:.3f}'.format(max_value) + '.png'
url_result_file = os.getcwd() + '/not_find_img/Fort_'+str(max_fort_id) + '_url' + str(url_filename_ext)
shutil.move(fort_fullpath_filename, fort_result_file)
shutil.copy(max_url_fullpath_filename, url_result_file)
LOG.error('Successfully found fort fort_id:{}, but failed to updata gym_images database. Check not_find_img with the fort_id'.format(max_fort_id))
else:
fort_result_file = os.getcwd() + '/success_img/Fort_' + str(max_fort_id) + '_GymImages_' + str(gym_image_id) + '_' + '{:.3f}'.format(max_value) + '.png'
url_result_file = os.getcwd() + '/success_img/Fort_'+str(max_fort_id) + '_url' + str(url_filename_ext)
process_img_path = os.getcwd() + '/process_img/Fort_' + str(max_fort_id) + '.png'
shutil.copy(fort_fullpath_filename, process_img_path)
shutil.move(fort_fullpath_filename, fort_result_file)
shutil.copy(max_url_fullpath_filename, url_result_file)
LOG.info('Successfully found fort id: {}'.format(max_fort_id))
else:
LOG.info('The gym image is assigned as fort id:{}'.format(gym_image_fort_id))
LOG.info('Check not_find_img directory.')
LOG.info('If the Fort_{}.png and Fort_{}_url.jpg in not_find_img are correct'.format(str(max_fort_id),str(max_fort_id)))
LOG.info('Run "python3.6 manualsubmit.py force"'.format(str(max_fort_id),str(max_fort_id)))
fort_result_file = os.getcwd() + '/success_img/Fort_' + str(max_fort_id) + '_GymImages_' + str(gym_image_id) + '_' + '{:.3f}'.format(max_value) + '.png'
url_result_file = os.getcwd() + '/not_find_img/Fort_'+str(max_fort_id) + '_url' + str(url_filename_ext)
shutil.move(fort_fullpath_filename, fort_result_file)
shutil.copy(max_url_fullpath_filename, url_result_file)
elif float(max_value) >= 0.60:
fort_result_file = os.getcwd() + '/not_find_img/LowConfidence_Fort_' + str(max_fort_id) + '_GymImages_' + str(gym_image_id) + '_' + '{:.3f}'.format(max_value) + '.png'
url_result_file = os.getcwd() + '/not_find_img/LowConfidence_Fort_'+str(max_fort_id) + '_url' + str(url_filename_ext)
shutil.move(fort_fullpath_filename, fort_result_file)
shutil.copy(max_url_fullpath_filename, url_result_file)
LOG.info('Found fort id: {} but need to verify'.format(max_fort_id))
LOG.info('If the Fort_{}.png and Fort_{}_url.jpg in not_find_img are correct'.format(str(max_fort_id),str(max_fort_id)))
LOG.info('Run "python3.6 manualsubmit.py"'.format(str(max_fort_id),str(max_fort_id)))
else:
split = str(fort_filename).split('_')
if len(split) == 4:
fort_filename_real = split[0] + '_' + split[1] + '.png'
else:
fort_filename_real = fort_filename
fort_result_file = os.getcwd() + '/not_find_img/' + str(fort_filename_real)
url_result_file = os.getcwd() + '/not_find_img/'+str(max_fort_id) + str(url_filename_ext)
shutil.move(fort_fullpath_filename, fort_result_file)
shutil.copy(max_url_fullpath_filename, url_result_file)
LOG.info('Can not find fort: {}, check the image in not_find_img'.format(max_fort_id))