def _associationRules(self, LITables):
associationRules = []
# start from L2
for LITable in LITables[1:]:
for tIdx, trans in enumerate(LITable.eventRows):
cTrans = LITable.countList[tIdx]
for cutPoint in range(1, LITable.level):
candiRule = Rule()
for idx in range(cutPoint):
candiRule.IF.append(trans[idx])
for idx in range(cutPoint, LITable.level):
candiRule.THEN.append(trans[idx])
iftIdx = Tools.listInListSet(
candiRule.IF, LITables[cutPoint - 1].eventRows)
cCondi = LITables[cutPoint - 1].countList[iftIdx]
candiRule.conf = round(cTrans / cCondi, 3)
if candiRule.conf > self.minConf:
candiRule.sup = round(cTrans / self._transNum, 3)
rlen = LITable.level - cutPoint - 1
thtIdx = Tools.listInListSet(candiRule.THEN,
LITables[rlen].eventRows)
cResult = LITables[rlen].countList[thtIdx]
candiRule.lift = round(
(cTrans * self._transNum) / (cCondi * cResult), 3)
associationRules.append(candiRule)
return associationRules
def _largeItemSets(self, subSeriesSet):
LargeItemTables = []
# build L1
msg = '\nstart, level=1 ...\n'
self._manegeMsg(msg)
La = LargeItemTable(1)
for subSeries in subSeriesSet:
for event in subSeries:
eventRow = [event]
pos = Tools.listInListSet(eventRow, La.eventRows)
if pos == -1:
La.add(eventRow, 1)
else:
La.countList[pos] += 1
La.reduce(self._scalarMinSup)
if (len(La) <= 0):
return LargeItemTables
LargeItemTables.append(La)
lvCount = 2
Lb = LargeItemTable(2)
# L2 to Ln until convergence
while (True):
msg = '\nstart, level=' + str(lvCount) + ' ...\n'
self._manegeMsg(msg)
# A: build Lb from La
len_ = len(La.eventRows)
for idx1 in range(len_ - 1):
for idx2 in range(idx1 + 1, len_):
newRow = self._mergeTrans(lvCount - 1, La.eventRows,
La.eventRows[idx1],
La.eventRows[idx2])
if newRow is not None:
Lb.add(newRow, 0)
# B: if Lb is empty, terminal condition is statisfied
if (len(Lb) <= 0):
return LargeItemTables
LargeItemTables.append(Lb)
# C: count Lb from subSeriesSet
for eIdx, eventRow in enumerate(Lb.eventRows):
count = 0
for subSeries in subSeriesSet:
if Tools.isSubSet(eventRow, subSeries):
count += 1
Lb.countList[eIdx] = count
# D: remove eventRow of which count does not reach min support
Lb.reduce(self._scalarMinSup)
# E: prepare for next round
La = Lb
lvCount += 1
Lb = LargeItemTable(lvCount)
def resize_image(image, path, new_size=None, count=0):
"""Resize an image using PIL"""
from PIL import Image
if count == 3:
mode = 0
else:
mode = 1
# original_height, original_width = image.size
# factor = int(new_size/original_width)
# new_width = int(original_width * factor)
# new_height = int(original_height * factor)
resized_image_arr = Tools.opencv_resize(path, new_size, new_size, mode=mode)
resized_image = Image.fromarray(resized_image_arr)
# new_image = PIL.Image.fromarray(resized_image)
# resized_imgage = image.resize((new_width, new_height), Image.ANTIALIAS)
return resized_image
def _mergeTrans(self, n, Ln, transA, transB):
n -= 1
for idx in range(n):
if transA[idx] != transB[idx]:
return None
if transA[n].samePoint(transB[n]):
return None
if (transB[n].timePoint - transA[n].timePoint) >= self.maxGap:
return None
if transA[n] < transB[n]:
# generate new candidate
trans = copy.deepcopy(transA)
trans.append(transB[n])
# check all subsets are in Ln
for idx in range(n + 1):
subset = copy.deepcopy(trans)
del subset[idx]
if Tools.listInListSet(subset, Ln) == -1:
return None
return trans
return None
def add_moving_image(self):
"""Open an image file and show it in the GUI"""
from PIL import Image
self.png_dest_2 = MY_PNG_DEST_2
try:
# Searching file
self.im_moving_path = askopenfilename(
initialdir=".",
filetypes=(("Dicom (*.DCM)", "*.dcm"),
("JPEG (*.JPG)", "*.jpg*"), ("PNG (*.PNG)",
"*.png*")),
title="Choose image 2.")
# Converting .dcm file to .png for manipulation
if self.im_moving_path[-3:] == 'dcm':
convert = Tools.Convert()
convert.dicom_to_png(self.im_moving_path, self.png_dest_2)
dicom_info = convert.dicom_file_info
self.label_dicom_data_2.configure(text=dicom_info)
self.png_path_list[1] = self.png_dest_2
else:
self.png_dest_2 = self.im_moving_path
self.png_path_list[1] = self.im_moving_path
self.label_dicom_data_2.configure(text="None")
# resize and place it in the Frame
self.png_moving_img = Image.open(self.png_dest_2)
self.png_moving_img.thumbnail(IN_SIZE, Image.ANTIALIAS)
self.moving_object = Zoom.ZoomAdvanced(self.frame_moving,
self.png_moving_img)
self.im_moving_path = self.png_dest_2
self.scale_br_moving.set(1)
except:
pass
def __init__(self, top=None):
"""This class configures and populates the toplevel window.
top is the toplevel containing window."""
# Loading required assets and paths. Initializing variables
self.icon_path = Tools.resource_path(MY_ICON)
self.see_btn_path = Tools.resource_path(MY_SEE_BTN_PATH)
self.save_btn_path = Tools.resource_path(MY_SAVE_BTN_PATH)
self.delete_btn_path = Tools.resource_path(MY_DELETE_BTN_PATH)
self.empty_image_path = Tools.resource_path(MY_EMPTY_IMAGE_PATH)
self.png_dest_1 = MY_PNG_DEST_1
self.png_dest_2 = MY_PNG_DEST_2
self.im_fixed_path = None
self.im_moving_path = None
self.png_fixed_img = None
self.png_moving_img = None
self.output_image = None
self.fixed_object = None
self.moving_object = None
self.reg_object = None
self.bw_object = None
self.bw_image = None
self.radio_var = IntVar()
self.png_path_list = [
self.png_dest_1, self.png_dest_2, MY_OUT_DEST, MY_OUT_DEST
]
_bgcolor = '#d9d9d9' # X11 color: 'gray85'
_fgcolor = '#000000' # X11 color: 'black'
_compcolor = '#d9d9d9' # X11 color: 'gray85'
_ana1color = '#d9d9d9' # X11 color: 'gray85'
_ana2color = '#d9d9d9' # X11 color: 'gray85'
font9 = "-family Verdana -size 9 -weight normal -slant roman" \
" -underline 0 -overstrike 0"
font11 = "-family Verdana -size 11 -weight normal -slant roman" \
" -underline 0 -overstrike 0"
font13 = "-family Verdana -size 13 -weight normal -slant roman " \
"-underline 0 -overstrike 0"
# Creating all the GUI
top.geometry("1200x650+127+8")
top.title("Regim")
top.iconbitmap(self.icon_path)
top.resizable(False, False)
top.configure(background="#d9d9d9")
top.configure(highlightbackground="#ffffff")
top.configure(highlightcolor="black")
# Menu bar configuration
self.menubar = Menu(top, font="TkMenuFont")
top.configure(menu=self.menubar)
self.file = Menu(top, tearoff=0)
self.menubar.add_cascade(menu=self.file,
font="TkMenuFont",
label="File")
self.file.add_command(font="TkMenuFont",
label="Exit",
command=exit_btn)
self.help = Menu(top, tearoff=0)
self.menubar.add_cascade(menu=self.help,
font="TkMenuFont",
foreground="#000000",
label="Help")
self.help.add_command(font="TkMenuFont",
foreground="#000000",
label="About",
command=self.open_browser)
# Frames configuration
self.frame_side = Frame(top)
self.frame_side.place(relx=-0.02,
rely=-0.02,
relheight=1.01,
relwidth=0.16)
self.frame_side.configure(relief=SUNKEN)
self.frame_side.configure(borderwidth="1")
self.frame_side.configure(relief=SUNKEN)
self.frame_side.configure(background="#202020") # color #383838
self.frame_side.configure(highlightbackground="#ffffff")
self.frame_side.configure(highlightcolor="black")
self.frame_side.configure(width=215)
# Registration button
self.reg_button = Button(self.frame_side)
self.reg_button.place(relx=0.16, rely=0.87, height=34, width=150)
self.reg_button.configure(activebackground="#0f306a")
self.reg_button.configure(activeforeground="white")
self.reg_button.configure(activeforeground="#ffffff")
self.reg_button.configure(background=BASIC_COLOR)
self.reg_button.configure(borderwidth="0")
self.reg_button.configure(disabledforeground="#a3a3a3")
self.reg_button.configure(font=font13)
self.reg_button.configure(foreground="#ffffff")
self.reg_button.configure(highlightbackground="#d9d9d9")
self.reg_button.configure(highlightcolor="black")
self.reg_button.configure(overrelief="sunken")
self.reg_button.configure(pady="0")
self.reg_button.configure(relief=FLAT)
self.reg_button.configure(text='Registration')
self.reg_button.configure(cursor="hand2")
self.reg_button.configure(command=self.do_registration)
# Side menu
self.label_side = LabelFrame(self.frame_side)
self.label_side.place(relx=0.16,
rely=0.085,
relheight=0.755,
relwidth=0.8)
self.label_side.configure(borderwidth="1")
self.label_side.configure(foreground="black")
self.label_side.configure(relief=FLAT)
self.label_side.configure(background="#393939") # color #585858
self.label_side.configure(width=150)
# Frame inputs and output
self.frame_process = Frame(top)
self.frame_process.place(relx=0.137,
rely=0.02,
relheight=1.02,
relwidth=0.883)
self.frame_process.configure(borderwidth="1")
self.frame_process.configure(background="#5d5f60")
self.frame_process.configure(highlightbackground="#000000")
self.frame_process.configure(highlightcolor="#ffffff")
self.frame_process.configure(width=805)
# Frame DICOM info 1
self.frame_dicom_info_1 = Frame(self.frame_process)
self.frame_dicom_info_1.place(relx=0.28,
rely=0.08,
height=200,
width=140)
self.frame_dicom_info_1.configure(borderwidth="0")
self.frame_dicom_info_1.configure(background="#ccc")
self.frame_dicom_info_1.configure(highlightbackground="#000000")
self.frame_dicom_info_1.configure(highlightcolor="#ffffff")
# Frame DICOM info 2
self.frame_dicom_info_2 = Frame(self.frame_process)
self.frame_dicom_info_2.place(relx=0.28,
rely=0.51,
height=200,
width=140)
self.frame_dicom_info_2.configure(borderwidth="0")
self.frame_dicom_info_2.configure(background="#ccc")
self.frame_dicom_info_2.configure(highlightbackground="#000000")
self.frame_dicom_info_2.configure(highlightcolor="#ffffff")
# Frame Outputs
self.frame_outputs = Frame(self.frame_process)
self.frame_outputs.place(relx=0.47, rely=0, relheight=1.02)
self.frame_outputs.configure(borderwidth="0")
self.frame_outputs.configure(background="#444749")
self.frame_outputs.configure(highlightbackground="#000000")
self.frame_outputs.configure(highlightcolor="#ffffff")
self.frame_outputs.configure(width=564)
# Registered image frame
self.frame_registered = Frame(self.frame_outputs)
self.frame_registered.place(relx=0.11,
rely=0.08,
height=202,
width=202)
self.frame_registered.configure(borderwidth="0")
self.frame_registered.configure(background="#ccc")
self.frame_registered.configure(highlightbackground="#000000")
self.frame_registered.configure(highlightcolor="#ffffff")
# Registered B&W image frame
self.frame_bw = Frame(self.frame_outputs)
self.frame_bw.place(relx=0.11, rely=0.498, height=202, width=202)
self.frame_bw.configure(borderwidth="0")
self.frame_bw.configure(background="#ccc")
self.frame_bw.configure(highlightbackground="#000000")
self.frame_bw.configure(highlightcolor="#ffffff")
# Data frame
self.frame_data = Frame(self.frame_outputs)
self.frame_data.place(relx=0.59, rely=0.08, height=202, width=122)
self.frame_data.configure(borderwidth="0")
self.frame_data.configure(background="#ccc")
self.frame_data.configure(highlightbackground="#000000")
self.frame_data.configure(highlightcolor="#ffffff")
# Right frame
self.frame_right = Frame(self.frame_process)
self.frame_right.place(relx=0.946, rely=0, relheight=1.02)
self.frame_right.configure(borderwidth="0")
self.frame_right.configure(background="#1d1f21")
self.frame_right.configure(highlightbackground="#000000")
self.frame_right.configure(highlightcolor="#ffffff")
self.frame_right.configure(width=40)
# Frame slider 1
self.frame_slider_1 = Frame(self.frame_process)
self.frame_slider_1.place(relx=0.05, rely=0.41, height=17, width=200)
self.frame_slider_1.configure(borderwidth="0")
self.frame_slider_1.configure(background="#000")
self.frame_slider_1.configure(highlightbackground="#000000")
self.frame_slider_1.configure(highlightcolor="#ffffff")
# Brightness slider 1
self.scale_br_fixed = Scale(self.frame_slider_1,
from_=0,
to=4,
orient=HORIZONTAL,
resolution=0.2)
self.scale_br_fixed.place(relx=0.0, rely=-1.2, width=200)
self.scale_br_fixed.configure(background="#393939")
self.scale_br_fixed.configure(activebackground="#202020")
self.scale_br_fixed.configure(borderwidth="0")
self.scale_br_fixed.configure(command=lambda _: self.enhance_image(
self.fixed_object, self.png_fixed_img, self.scale_br_fixed, None))
self.scale_br_fixed.set(1)
# Frame slider 2
self.frame_slider_2 = Frame(self.frame_process)
self.frame_slider_2.place(relx=0.05, rely=0.84, height=17, width=200)
self.frame_slider_2.configure(borderwidth="0")
self.frame_slider_2.configure(background="#000")
self.frame_slider_2.configure(highlightbackground="#000000")
self.frame_slider_2.configure(highlightcolor="#ffffff")
# Brightness slider 2
self.scale_br_moving = Scale(self.frame_slider_2,
from_=0,
to=4,
orient=HORIZONTAL,
resolution=0.2)
self.scale_br_moving.place(relx=0.0, rely=-1.2, width=200)
self.scale_br_moving.configure(background="#393939")
self.scale_br_moving.configure(activebackground="#202020")
self.scale_br_moving.configure(borderwidth="0")
self.scale_br_moving.configure(command=lambda _: self.enhance_image(
self.moving_object, self.png_moving_img, self.scale_br_moving, None
))
self.scale_br_moving.set(1)
# Frame slider 3
self.frame_slider_3 = Frame(self.frame_outputs)
self.frame_slider_3.place(relx=0.11, rely=0.826, height=17, width=200)
self.frame_slider_3.configure(borderwidth="0")
self.frame_slider_3.configure(background="#000")
self.frame_slider_3.configure(highlightbackground="#000000")
self.frame_slider_3.configure(highlightcolor="#ffffff")
# Brightness slider 3
self.scale_br_bw = Scale(self.frame_slider_3,
from_=0,
to=4,
orient=HORIZONTAL,
resolution=0.2)
self.scale_br_bw.place(relx=0.0, rely=-1.2, width=200)
self.scale_br_bw.configure(background="#393939")
self.scale_br_bw.configure(activebackground="#202020")
self.scale_br_bw.configure(borderwidth="0")
self.scale_br_bw.configure(command=lambda _: self.enhance_image(
self.bw_object, self.bw_image, self.scale_br_bw, None))
self.scale_br_bw.set(1)
# Frame slider 4
self.frame_slider_4 = Frame(self.frame_outputs)
self.frame_slider_4.place(relx=0.11, rely=0.405, height=17, width=200)
self.frame_slider_4.configure(borderwidth="0")
self.frame_slider_4.configure(background="#000")
self.frame_slider_4.configure(highlightbackground="#000000")
self.frame_slider_4.configure(highlightcolor="#ffffff")
# Brightness slider 4
self.scale_br_registered = Scale(self.frame_slider_4,
from_=0,
to=4,
orient=HORIZONTAL,
resolution=0.2)
self.scale_br_registered.place(relx=0.0, rely=-1.2, width=200)
self.scale_br_registered.configure(background="#393939")
self.scale_br_registered.configure(activebackground="#202020")
self.scale_br_registered.configure(borderwidth="0")
self.scale_br_registered.configure(
command=lambda _: self.enhance_image(
self.reg_object, self.output_image, self.scale_br_registered,
None))
self.scale_br_registered.set(1)
# Frame fixed image
self.frame_fixed = Frame(self.frame_process)
self.frame_fixed.place(relx=0.05, rely=0.08, height=200, width=200)
self.frame_fixed.configure(borderwidth="1")
self.frame_fixed.configure(background=BASIC_COLOR) # color #383838
self.frame_fixed.configure(cursor="fleur")
# Frame moving image
self.frame_moving = Frame(self.frame_process)
self.frame_moving.place(relx=0.05, rely=0.51, height=200, width=200)
self.frame_moving.configure(borderwidth="1")
self.frame_moving.configure(background=BASIC_COLOR) # color #383838
self.frame_moving.configure(cursor="fleur")
# Frame inner bw image
self.frame_bw_editable = Frame(self.frame_bw)
self.frame_bw_editable.place(relx=0.003,
rely=0.003,
height=200,
width=200)
self.frame_bw_editable.configure(borderwidth="0")
self.frame_bw_editable.configure(background="#444749") # color #383838
self.frame_bw_editable.configure(cursor="fleur")
# Frame inner registered image
self.frame_registered_editable = Frame(self.frame_registered)
self.frame_registered_editable.place(relx=0.003,
rely=0.003,
height=200,
width=200)
self.frame_registered_editable.configure(borderwidth="0")
self.frame_registered_editable.configure(
background="#444749") # color #383838
self.frame_registered_editable.configure(cursor="fleur")
# Data label
self.label_data = Label(self.frame_data)
self.label_data.place(relx=0.005, rely=0.003, height=30, width=120)
self.label_data.configure(background="#444749")
self.label_data.configure(cursor="")
self.label_data.configure(font=font9)
self.label_data.configure(foreground="#ccc")
self.label_data.configure(text='Data')
# Info label
self.label_info = Label(self.frame_data)
self.label_info.place(relx=0.005, rely=0.155, height=170, width=120)
self.label_info.configure(background="#444749")
self.label_info.configure(cursor="")
self.label_info.configure(font=font9)
self.label_info.configure(foreground="#ccc")
self.label_info.configure(wraplength=100)
# Title DICOM info 1
self.label_title_1 = Label(self.frame_dicom_info_1)
self.label_title_1.place(relx=0.005, rely=0.003, height=30, width=138)
self.label_title_1.configure(background="#5d5f60")
self.label_title_1.configure(cursor="")
self.label_title_1.configure(font=font9)
self.label_title_1.configure(foreground="#ccc")
self.label_title_1.configure(text='DICOM info')
# Label DICOM data 1
self.label_dicom_data_1 = Label(self.frame_dicom_info_1)
self.label_dicom_data_1.place(relx=0.005,
rely=0.145,
height=170,
width=138)
self.label_dicom_data_1.configure(background="#5d5f60")
self.label_dicom_data_1.configure(cursor="")
self.label_dicom_data_1.configure(font=font9)
self.label_dicom_data_1.configure(foreground="#ccc")
self.label_dicom_data_1.configure(text='')
self.label_dicom_data_1.configure(wraplength=120)
# Title DICOM info 2
self.label_title_2 = Label(self.frame_dicom_info_2)
self.label_title_2.place(relx=0.005, rely=0.003, height=30, width=138)
self.label_title_2.configure(background="#5d5f60")
self.label_title_2.configure(cursor="")
self.label_title_2.configure(font=font9)
self.label_title_2.configure(foreground="#ccc")
self.label_title_2.configure(text='DICOM info')
# Label DICOM data 2
self.label_dicom_data_2 = Label(self.frame_dicom_info_2)
self.label_dicom_data_2.place(relx=0.005,
rely=0.145,
height=170,
width=138)
self.label_dicom_data_2.configure(background="#5d5f60")
self.label_dicom_data_2.configure(cursor="")
self.label_dicom_data_2.configure(font=font9)
self.label_dicom_data_2.configure(foreground="#ccc")
self.label_dicom_data_2.configure(text='')
self.label_dicom_data_2.configure(wraplength=120)
# Frame foot
self.frame_foot = Frame(top)
self.frame_foot.place(relx=-0.01,
rely=0.94,
relheight=0.07,
relwidth=1.02)
self.frame_foot.configure(relief=SUNKEN)
self.frame_foot.configure(borderwidth="1")
self.frame_foot.configure(relief=SUNKEN)
self.frame_foot.configure(background="#202020") # color #383838
self.frame_foot.configure(highlightbackground="#d9d9d9")
self.frame_foot.configure(highlightcolor="#ffffff")
self.frame_foot.configure(width=995)
# Top frame
self.frame_top = Frame(top)
self.frame_top.place(relx=-0.01,
rely=-0.1,
relheight=0.14,
relwidth=1.03)
self.frame_top.configure(relief=RIDGE)
self.frame_top.configure(borderwidth="1")
self.frame_top.configure(relief=RIDGE)
self.frame_top.configure(background="#202020")
self.frame_top.configure(highlightbackground="#d9d9d9")
self.frame_top.configure(highlightcolor="#ffffff")
self.frame_top.configure(width=1005)
# SEE button
self.see_button = Button(self.frame_right)
self.see_button.place(relx=0.05, rely=0.05, height=30, width=30)
self.see_button.configure(activebackground="#1d1f21")
self.see_button.configure(background="#d9d9d9")
self.see_button.configure(borderwidth="0")
self.see_button.configure(cursor="hand2")
self._see_img = PhotoImage(file=self.see_btn_path)
self.see_button.configure(image=self._see_img)
self.see_button.configure(command=self.open_visualizer)
# SAVE AS button
self.save_button = Button(self.frame_right)
self.save_button.place(relx=0.05, rely=0.73, height=30, width=30)
self.save_button.configure(activebackground="#fff")
self.save_button.configure(background="#d9d9d9")
self.save_button.configure(borderwidth="0")
self.save_button.configure(cursor="hand2")
self._save_img = PhotoImage(file=self.save_btn_path)
self.save_button.configure(image=self._save_img)
self.save_button.configure(command=self.save_file)
# DELETE button
self.delete_button = Button(self.frame_right)
self.delete_button.place(relx=0.05, rely=0.82, height=30, width=30)
self.delete_button.configure(activebackground="#fff")
self.delete_button.configure(background="#d9d9d9")
self.delete_button.configure(borderwidth="0")
self.delete_button.configure(cursor="hand2")
self._del_img = PhotoImage(file=self.delete_btn_path)
self.delete_button.configure(image=self._del_img)
self.delete_button.configure(command=self.delete_files)
# Left menu labels
self.select_input_label = Label(self.label_side)
self.select_input_label.place(relx=0, rely=0, height=30, width=150)
self.select_input_label.configure(background=BASIC_COLOR)
self.select_input_label.configure(foreground="#fff")
self.select_input_label.configure(font=font11)
self.select_input_label.configure(text="Select inputs")
# Select fixed image button
self.select_fixed_btn = Button(self.label_side)
self.select_fixed_btn.place(relx=0, rely=0.08, height=26, width=150)
self.select_fixed_btn.configure(background="#393939")
self.select_fixed_btn.configure(activebackground="#474747")
self.select_fixed_btn.configure(activeforeground="#cccccc")
self.select_fixed_btn.configure(foreground="#ccc")
self.select_fixed_btn.configure(font=font11)
self.select_fixed_btn.configure(text="Fixed image")
self.select_fixed_btn.configure(borderwidth="0")
self.select_fixed_btn.configure(cursor="hand2")
self.select_fixed_btn.configure(command=self.add_fixed_image)
# Select moving image button
self.select_moving_btn = Button(self.label_side)
self.select_moving_btn.place(relx=0, rely=0.15, height=26, width=150)
self.select_moving_btn.configure(background="#393939")
self.select_moving_btn.configure(activebackground="#474747")
self.select_moving_btn.configure(activeforeground="#cccccc")
self.select_moving_btn.configure(foreground="#ccc")
self.select_moving_btn.configure(font=font11)
self.select_moving_btn.configure(text="Moving image")
self.select_moving_btn.configure(borderwidth="0")
self.select_moving_btn.configure(cursor="hand2")
self.select_moving_btn.configure(command=self.add_moving_image)
# Left method label
self.select_method_label = Label(self.label_side)
self.select_method_label.place(relx=0, rely=0.23, height=30, width=150)
self.select_method_label.configure(background=BASIC_COLOR)
self.select_method_label.configure(foreground="#fff")
self.select_method_label.configure(font=font11)
self.select_method_label.configure(text="Regim methods")
# Select displacement method button
self.select_disp_btn = Radiobutton(self.label_side,
variable=self.radio_var,
value=1)
self.select_disp_btn.place(relx=0, rely=0.294, height=38, width=150)
self.select_disp_btn.configure(selectcolor='#515151',
indicatoron=False)
self.select_disp_btn.configure(background="#393939")
self.select_disp_btn.configure(foreground="#ccc")
self.select_disp_btn.configure(activebackground="#474747")
self.select_disp_btn.configure(activeforeground="#ccc")
self.select_disp_btn.configure(font=font11)
self.select_disp_btn.configure(text="Displacement")
self.select_disp_btn.configure(borderwidth="0")
self.select_disp_btn.configure(cursor="hand2")
self.select_disp_btn.select()
# Select restrictive method button
self.select_restrc_btn = Radiobutton(self.label_side,
variable=self.radio_var,
value=2)
self.select_restrc_btn.place(relx=0, rely=0.37, height=38, width=150)
self.select_restrc_btn.configure(selectcolor='#515151',
indicatoron=False)
self.select_restrc_btn.configure(background="#393939")
self.select_restrc_btn.configure(foreground="#ccc")
self.select_restrc_btn.configure(activebackground="#474747")
self.select_restrc_btn.configure(activeforeground="#ccc")
self.select_restrc_btn.configure(font=font11)
self.select_restrc_btn.configure(text="Restrictive")
self.select_restrc_btn.configure(borderwidth="0")
self.select_restrc_btn.configure(cursor="hand2")
# Left parameters label
self.select_parameters_label = Label(self.label_side)
self.select_parameters_label.place(relx=0,
rely=0.45,
height=30,
width=150)
self.select_parameters_label.configure(background=BASIC_COLOR)
self.select_parameters_label.configure(foreground="#fff")
self.select_parameters_label.configure(font=font11)
self.select_parameters_label.configure(text="Parameters")
# Iterations label
self.iterations_input = Label(self.label_side)
self.iterations_input.place(relx=0, rely=0.53, height=26, width=150)
self.iterations_input.configure(background="#393939")
self.iterations_input.configure(foreground="#ccc")
self.iterations_input.configure(activebackground="#474747")
self.iterations_input.configure(activeforeground="#cccccc")
self.iterations_input.configure(font=font11)
self.iterations_input.configure(text="Iterations")
self.iterations_input.configure(borderwidth="0")
# Max iterations entry
self.iterations_entry = Entry(self.label_side)
self.iterations_entry.place(relx=0.28, rely=0.61, height=17, width=60)
self.iterations_entry.configure(background="#ccc")
self.iterations_entry.configure(disabledforeground="#a3a3a3")
self.iterations_entry.configure(foreground="#000")
self.iterations_entry.configure(font=font11)
self.iterations_entry.configure(borderwidth="0")
self.iterations_entry.insert(0, "100")
# Progress bar
s = ttk.Style()
s.theme_use('clam')
s.configure("red.Horizontal.TProgressbar",
troughcolor='#202020',
background=BASIC_COLOR)
self.progress_bar = ttk.Progressbar(
self.frame_foot,
style="red.Horizontal.TProgressbar",
orient='horizontal',
mode='determinate')
self.progress_bar.place(relx=0, rely=0, height=40, width=1215)
self.mask = Label(self.frame_foot)
self.mask.place(relx=0, rely=0, height=31, width=1215)
self.mask.configure(background='#202020')
# Success bar
ss = ttk.Style()
ss.theme_use('clam')
ss.configure("blue.Horizontal.TProgressbar",
troughcolor='#202020',
background=BASIC_COLOR)
self.success_bar = ttk.Progressbar(
self.frame_data,
style="blue.Horizontal.TProgressbar",
orient='horizontal',
mode='determinate')
self.success_bar.place(relx=0.1, rely=0.8, height=20, width=100)
stockName = os.path.splitext(file)[0]
eventSeries.extend(EventFactory.extractEvent(stockName, saxSeries, False))
print('-- Stock Series: \'' + stockName + '\' loaded.')
# stocks number constrainer
if(count == 1):
break
else:
count -= 1
# make series in order
eventSeries.sort()
print()
print('searching ...')
# start mining with apriori
assocRules = apriori.analyze(eventSeries)
# show result
outTxt = apriori.getMessage() + '\n' + Tools.beautifiedRuleSet(assocRules)
print(outTxt)
if not os.path.exists(outputDir):
os.makedirs(outputDir)
with open(outputDir / 'result.txt', 'w') as rFile:
rFile.write(outTxt)