def get_imgfile(img_id):
s = Search(index='idx1').query('match', image_id=img_id)
s = s.using(client)
s.execute()
for hit in s.scan():
imgfile = hit.imagefile
return imgfile
def query_imagesi(classnum_list, classval_list, upfilename):
#print("In query_imagesi")
hit1 = set()
image_set = set()
#print("11. classnum_list =", classnum_list)
#print("12. classval_list =", classval_list)
if (len(classnum_list) > 7):
lenclassnum = 7
QI = Q('match_all')
s1 = Search(index='adknum')
#s1 = Search(index='vgnum')
classn = 1
for class_num in classnum_list:
if classn > 7: #can make this 5--
break
classn = classn + 1
QI = QI & Q('bool', must=[Q("match", classnum=class_num)])
s1 = s1.query(QI).using(client)
response = s1.execute()
hit_num = 0
simDict = {}
similarityClass = np.zeros(15)
for hit in s1.scan():
print("123. hit.classnum: ", hit.classnum)
print("124. hit.classval: ", hit.classval)
lenimgclassnum = len(hit.classnum)
simDict[hit.imgfile] = 1.0
#similarityClass[lenimgclassnum]
# Compute similarity and choose top 4 rather than random 4
ii = 0
similarityImg = 0.0
for classi in classnum_list:
jj = 0
for classj in hit.classnum:
if classi == int(classj):
similarityClass[ii] = classval_list[ii] / (abs(
(classval_list[ii] - int(hit.classval[jj]))) + 10)
#print("144. similarityClass[ii] = ", similarityClass[ii])
similarityImg = similarityImg + similarityClass[ii]
break
jj = jj + 1
simDict[hit.imgfile] = similarityImg
#print("130. simDict[hit.imgfile] = ", simDict[hit.imgfile], similarityImg)
ii = ii + 1
#for key in sorted(simDict.keys(), reverse=True) :
kk = 0
for img in sorted(simDict, key=simDict.get, reverse=True):
print("140. ", img, simDict[img])
image_set.add(img)
#image_set.add(hit.imgfile)
#pick top 4 images (hit_nums)
kk = kk + 1
if kk > 3:
break
return display_image_set(image_set, upfilename, '')
def query_images(object_list):
#print("In query_images")
hit1 = set()
image_set = set()
print("11. object_list =", object_list)
QI = Q('match_all')
#s1 = Search(index='bvgobjs_index')
s1 = Search(index='idxo20')
for objectk in object_list:
print("objectk= ", objectk)
QI = QI & Q("match", names=objectk)
s1 = s1.query(QI).using(client)
response = s1.execute()
for hit in s1.scan():
print("33 ", hit.imgfile)
image_set.add(hit.imgfile)
print("image_set = {0}".format(image_set))
im = 0
#app.layout = serve_layout
images_div = []
for image in image_set:
if im > 3:
break
file, ext = os.path.splitext(image)
image = file + '.png'
print("66 image =", image)
images_div.append(display_image(image))
im = im + 1
print("Please hit refresh...")
# Here call callback -
#serve_layout =
app.layout = serve_layout(images_div)
def get_imgfile(img_id):
s = Search(index='idxi20').query('match', image_id=img_id)
s = s.using(client)
s.execute()
for hit in s.scan():
imgfile = hit.imagefile
#imagefile = hit.url
#print("22 imgfile = ", imgfile)
return imgfile
def query_imageso(object_list):
print("In query_imageso")
hit1 = set()
image_set = set()
print("11. object_list =", object_list)
QI = Q('match_all')
s1 = Search(index='idx0')
for name in object_list:
print("name= ", name)
QI = QI & Q("match", names=name)
s1 = s1.query(QI).using(client)
response = s1.execute()
for hit in s1.scan():
image_set.add(hit.imgfile)
return display_image_set(image_set, None, object_list)
def query_imagesi(classnum_list, upfilename): #Disabled --
#print("In query_imagesi")
hit1 = set()
image_set = set()
#print("11. classnum_list =", classnum_list)
QI = Q('match_all')
s1 = Search(index='vgnum')
classn = 1
for class_num in classnum_list:
if classn > 7: #can make this 7--
break
classn = classn + 1
print("class_num= ", class_num)
QI = QI & Q('bool', must=[Q("match", classnum=class_num)])
s1 = s1.query(QI).using(client)
response = s1.execute()
for hit in s1.scan():
image_set.add(hit.imgfile)
return display_image_set(image_set, upfilename, '')