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Commit 27a07520 authored by Claes Sjofors's avatar Claes Sjofors
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sev_analyse linear regression

parent a9004add
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Showing with 790 additions and 87 deletions
sev/exp/py/src/makefile
View file @ 27a07520
......@@ -21,8 +21,19 @@ py_sources := $(sort \
) \
)
png_sources := $(sort \
$(foreach file, \
$(foreach dir, \
$(source_dirs), \
$(wildcard $(dir)/*.png) \
), $(notdir $(file)) \
) \
)
export_py := $(patsubst %.py, $(exe_dir)/%.py, $(py_sources))
export_png := $(patsubst %.png, $(exe_dir)/%.png, $(png_sources))
clean_py := $(patsubst %.py, clean_%.py, $(py_sources))
clean_png := $(patsubst %.png, clean_%.png, $(png_sources))
.PHONY : all init copy lib exe clean realclean\
......@@ -32,7 +43,7 @@ all : init copy | silent
init : silent
copy : $(export_py) | silent
copy : $(export_py) $(export_png) | silent
lib : silent
......@@ -40,7 +51,7 @@ exe : silent
clean :
realclean : clean $(clean_py)
realclean : clean $(clean_py) $(clean_png)
silent :
@ :
......@@ -49,5 +60,12 @@ $(export_py) : $(exe_dir)/%.py : %.py
@ echo "Exporting $< ..."
@ $(cp) $(cpflags) $(source) $(target)
$(export_png) : $(exe_dir)/%.png : %.png
@ echo "Exporting $< ..."
@ $(cp) $(cpflags) $(source) $(target)
$(clean_py) : clean_%.py : %.py
@ rm $(exe_dir)/$*.py
$(clean_png) : clean_%.png : %.png
@ rm $(exe_dir)/$*.png
sev/exp/py/src/sev_analyse.py
View file @ 27a07520
......@@ -42,7 +42,10 @@ from Tkinter import *
import tkFileDialog
import tkMessageBox
import sys
import math
import time
import getopt
import os
import pwrrt
from datetime import datetime
import statsmodels.api as am
......@@ -51,6 +54,11 @@ import numpy as np
import seaborn as sns
import matplotlib.pyplot as plt
import pandas as pd
from sklearn.linear_model import LinearRegression
from scipy.interpolate import interp1d
import matplotlib
matplotlib.use('TkAgg')
from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg
# adapted from http://matplotlib.org/examples/specialty_plots/hinton_demo.html
def hinton(matrix, max_weight=None, ax=None):
......@@ -204,8 +212,143 @@ def regr_action_cb():
sns.regplot(x=cols[0],y=cols[1],data=plotdata)
plt.show()
# Clip reset callback
def clipreset_action_cb():
# Regression coefficients callback
def regrcoef_action_cb():
global wd
global wdname
slr = LinearRegression()
print "iloc 0:1 ", wd.iloc[:,0:1]
print "iloc 2: ", wd.iloc[:,1:]
reg = slr.fit(wd.iloc[:,1:], wd.iloc[:,0:1])
print "coef ", slr.coef_
print "intercept ", slr.intercept_
w = Toplevel(window, bg=bgcolor)
w.title('Linear Regression Coefficients')
wframe = Frame(w, bg=bgcolor)
msg = 'Intercept'
label = Label(wframe, text=msg, bg=bgcolor)
label.grid(column=0, row=0, padx=20, pady=5, sticky=W)
msg = str(slr.intercept_[0])
label = Label(wframe, text=msg, bg=bgcolor)
label.grid(column=1, row=0, padx=20, pady=5, sticky=W)
i = 0
for name in wdname:
if i != 0:
label = Label(wframe, text=name, bg=bgcolor)
label.grid(column=0, row=i, padx=20, pady=5, sticky=W)
msg = str(slr.coef_[0][i-1])
label = Label(wframe, text=msg, bg=bgcolor)
label.grid(column=1, row=i, padx=20, pady=5, sticky=W)
i += 1
wframe.pack(side=TOP, fill=X)
res = pd.Series([slr.intercept_]*len(wd))
i = 0
for name in wdname:
if i != 0:
res += slr.coef_[0][i-1] * wd[wdcol[i]]
i += 1
diff = wd[wdcol[0]] - res
layo = 2 * 100 + 10
j = 0
fig = plt.figure()
plt.subplot(layo+j+1)
plt.plot(wdtime, wd[wdcol[0]])
#plt.legend(loc='center left', bbox_to_anchor=(1, 0.5));
#j = j + 1
#plt.subplot(layo+j+1)
plt.plot(wdtime, res, label='Result')
plt.legend(loc='center left', bbox_to_anchor=(1, 0.5));
j = j + 1
plt.subplot(layo+j+1)
plt.plot(wdtime, diff, label='Diff')
plt.legend(loc='center left', bbox_to_anchor=(1, 0.5));
#plt.show()
pframe = Frame(w, bg=bgcolor)
canvas = FigureCanvasTkAgg(fig, master=pframe)
plot_widget = canvas.get_tk_widget()
plot_widget.grid(column=0, row=0)
pframe.pack(side=BOTTOM, fill=X)
# Move up callback
def moveup_action_cb():
global wd
global wdcol
cix = []
i = 0;
for name in wdname:
if datasel[i].get():
cix.append(i)
i += 1
if len(cix) != 1:
tkMessageBox.showerror("Error", "Select one attributes")
return
if cix[0] == 0:
tkMessageBox.showerror("Error", "Can't move top object")
return
cols = list(wd)
cols[cix[0]-1],cols[cix[0]] = cols[cix[0]],cols[cix[0]-1]
wdname[cix[0]-1],wdname[cix[0]] = wdname[cix[0]],wdname[cix[0]-1]
wd = wd.ix[:,cols]
wd.columns = wdcol
toolbar.pack_forget()
toolbar.destroy()
dataframe.pack_forget()
dataframe.destroy()
create_toolbar()
create_dataframe()
create_datamenu()
datasel[cix[0]-1].set(True)
# Move down callback
def movedown_action_cb():
global wd
global wdcol
cix = []
i = 0;
for name in wdname:
if datasel[i].get():
cix.append(i)
i += 1
if len(cix) != 1:
tkMessageBox.showerror("Error", "Select one attributes")
return
if cix[0] == len(wdname) - 1:
tkMessageBox.showerror("Error", "Can't move bottom object")
return
cols = list(wd)
cols[cix[0]],cols[cix[0]+1] = cols[cix[0]+1],cols[cix[0]]
wdname[cix[0]],wdname[cix[0]+1] = wdname[cix[0]+1],wdname[cix[0]]
wd = wd.ix[:,cols]
wd.columns = wdcol
toolbar.pack_forget()
toolbar.destroy()
dataframe.pack_forget()
dataframe.destroy()
create_toolbar()
create_dataframe()
create_datamenu()
datasel[cix[0]+1].set(True)
# Revert callback
def revert_action_cb():
global wd
global wdtime
global wdcol
......@@ -226,12 +369,13 @@ def clipreset_action_cb():
wd.columns = wdcol
toolbar.pack_forget()
toolbar.destroy()
dataframe.pack_forget()
dataframe.destroy()
actionframe.pack_forget()
actionframe.destroy()
create_toolbar()
create_dataframe()
create_actionframe()
create_datamenu()
# Clip callback
def clip_action_cb():
......@@ -276,29 +420,478 @@ def clip_action_ok_cb():
maxvalue = int(maxentry.get())
clipdia.destroy()
wd = wd[minvalue:maxvalue]
wdtime = wdtime[minvalue:maxvalue]
toolbar.pack_forget()
toolbar.destroy()
dataframe.pack_forget()
dataframe.destroy()
create_toolbar()
create_dataframe()
create_datamenu()
# Delete column callback
def deletecolumn_action_cb():
global wd
global wdtime
global wdname
global wdcol
global datasel
answer = tkMessageBox.askquestion('Delete columns', 'Do you want to delete the selected columns')
if answer == 'yes':
i = 0
new_wdcol = []
new_wdname = []
cols = []
for name in wdname:
if datasel[i].get():
if datasel[i].get() == 0:
new_wdcol.append(wdcol[i])
new_wdname.append(wdname[i])
i += 1
print new_wdname
if len(new_wdname) == len(wdname):
tkMessageBox.showerror("Error", "No columns selected")
return
if len(new_wdcol) != 0:
wd = wd[new_wdcol]
wdcol = new_wdcol
wdname = new_wdname
wd = wd[minvalue:maxvalue]
wdtime = wdtime[minvalue:maxvalue]
i = 0
while i < wd.shape[1]:
colname = "A" + str(i+1)
wdcol[i] = colname
i += 1
print wdcol
wd.columns = wdcol
toolbar.pack_forget()
toolbar.destroy()
dataframe.pack_forget()
dataframe.destroy()
create_toolbar()
create_dataframe()
create_datamenu()
else:
print 'No'
# Convert column callback
def convcolumn_action_cb():
global add_dia
global sel_copy
global sel_square
global sel_sqrt
global sel_exp
global sel_log
global sel_integral
global sel_derivate
global sel_add
global sel_sub
global sel_mul
global sel_div
global sel_curve
global sel_constant
global sel_shift
global fcurve
global constantentry
global shiftentry
global add_replace
cix = []
i = 0;
for name in wdname:
if datasel[i].get():
cix.append(i)
i += 1
if len(cix) != 1:
tkMessageBox.showerror("Error", "Select one attribute")
return
add_replace = 1
add_dia = Toplevel(window, bg=bgcolor)
add_dia.title('Convert Column')
fcurve = None
sel_copy = IntVar()
sel_square = IntVar()
sel_sqrt = IntVar()
sel_exp = IntVar()
sel_log = IntVar()
sel_integral = IntVar()
sel_derivate = IntVar()
sel_add = IntVar()
sel_sub = IntVar()
sel_mul = IntVar()
sel_div = IntVar()
sel_curve = IntVar()
sel_constant = IntVar()
sel_shift = IntVar()
checkbox = Checkbutton(add_dia, text='Square', variable=sel_square,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=0, padx=20, pady=5, sticky=W)
checkbox = Checkbutton(add_dia, text='Squareroot', variable=sel_sqrt,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=1, padx=20, pady=5, sticky=W)
checkbox = Checkbutton(add_dia, text='Exp', variable=sel_exp,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=2, padx=20, pady=5, sticky=W)
checkbox = Checkbutton(add_dia, text='Log', variable=sel_log,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=3, padx=20, pady=5, sticky=W)
checkbox = Checkbutton(add_dia, text='Integral', variable=sel_integral,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=4, padx=20, pady=5, sticky=W)
checkbox = Checkbutton(add_dia, text='Derivate', variable=sel_derivate,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=5, padx=20, pady=5, sticky=W)
checkbox = Checkbutton(add_dia, text='Curve', variable=sel_curve,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=6, padx=20, pady=5, sticky=W)
button = Button(add_dia, text="Open curve file", command=addcol_action_curve_cb, bg=buttoncolor)
button.grid(column=1, row=6, padx=20, pady=5, sticky=W)
checkbox = Checkbutton(add_dia, text='Shift', variable=sel_shift,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=7, padx=20, pady=5, sticky=W)
shiftentry = Entry(add_dia, bg=bgcolor)
shiftentry.grid(column=1, row=7, padx=20, pady=5, sticky=W)
button = Button(add_dia, text="Apply", command=addcol_action_ok_cb, bg=buttoncolor);
button.grid(column=0, row=8, padx=60, pady=20, sticky=W)
button = Button(add_dia, text="Cancel", command=addcol_action_cancel_cb, bg=buttoncolor);
button.grid(column=1, row=8, padx=60, pady=20, sticky=W)
# Add column callback
def addcolumn_action_cb():
global add_dia
global sel_copy
global sel_square
global sel_sqrt
global sel_exp
global sel_log
global sel_integral
global sel_derivate
global sel_add
global sel_sub
global sel_mul
global sel_div
global sel_curve
global sel_constant
global sel_shift
global fcurve
global constantentry
global shiftentry
global add_replace
add_replace = 0
add_dia = Toplevel(window, bg=bgcolor)
add_dia.title('Add Column')
fcurve = None
sel_copy = IntVar()
sel_square = IntVar()
sel_sqrt = IntVar()
sel_exp = IntVar()
sel_log = IntVar()
sel_integral = IntVar()
sel_derivate = IntVar()
sel_add = IntVar()
sel_sub = IntVar()
sel_mul = IntVar()
sel_div = IntVar()
sel_curve = IntVar()
sel_constant = IntVar()
sel_shift = IntVar()
checkbox = Checkbutton(add_dia, text='Copy', variable=sel_copy,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=0, padx=20, pady=5, sticky=W)
checkbox = Checkbutton(add_dia, text='Square', variable=sel_square,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=1, padx=20, pady=5, sticky=W)
checkbox = Checkbutton(add_dia, text='Squareroot', variable=sel_sqrt,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=2, padx=20, pady=5, sticky=W)
checkbox = Checkbutton(add_dia, text='Exp', variable=sel_exp,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=3, padx=20, pady=5, sticky=W)
checkbox = Checkbutton(add_dia, text='Log', variable=sel_log,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=4, padx=20, pady=5, sticky=W)
checkbox = Checkbutton(add_dia, text='Integral', variable=sel_integral,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=5, padx=20, pady=5, sticky=W)
checkbox = Checkbutton(add_dia, text='Derivate', variable=sel_derivate,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=6, padx=20, pady=5, sticky=W)
checkbox = Checkbutton(add_dia, text='Add', variable=sel_add,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=7, padx=20, pady=5, sticky=W)
checkbox = Checkbutton(add_dia, text='Sub', variable=sel_sub,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=8, padx=20, pady=5, sticky=W)
checkbox = Checkbutton(add_dia, text='Multiply', variable=sel_mul,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=9, padx=20, pady=5, sticky=W)
checkbox = Checkbutton(add_dia, text='Divide', variable=sel_div,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=10, padx=20, pady=5, sticky=W)
checkbox = Checkbutton(add_dia, text='Curve', variable=sel_curve,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=11, padx=20, pady=5, sticky=W)
button = Button(add_dia, text="Open curve file", command=addcol_action_curve_cb, bg=buttoncolor)
button.grid(column=1, row=11, padx=20, pady=5, sticky=W)
checkbox = Checkbutton(add_dia, text='Constant', variable=sel_constant,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=12, padx=20, pady=5, sticky=W)
constantentry = Entry(add_dia, bg=bgcolor)
constantentry.grid(column=1, row=12, padx=20, pady=5, sticky=W)
checkbox = Checkbutton(add_dia, text='Shift', variable=sel_shift,
highlightthickness=0, bg=bgcolor)
checkbox.grid(column=0, row=13, padx=20, pady=5, sticky=W)
shiftentry = Entry(add_dia, bg=bgcolor)
shiftentry.grid(column=1, row=13, padx=20, pady=5, sticky=W)
button = Button(add_dia, text="Apply", command=addcol_action_ok_cb, bg=buttoncolor);
button.grid(column=0, row=14, padx=60, pady=20, sticky=W)
button = Button(add_dia, text="Cancel", command=addcol_action_cancel_cb, bg=buttoncolor);
button.grid(column=1, row=14, padx=60, pady=20, sticky=W)
def addcol_action_curve_cb():
global fcurve
file = tkFileDialog.askopenfilename(initialdir='./', title='Open curve file',
filetypes=[('dat files','*.dat'),('all files','*.*')])
fcurve = None
if file != '':
curve = pd.read_csv(file, header=None)
fcurve = interp1d(curve.loc[:,0],curve.loc[:,1], fill_value='extrapolate')
def addcol_action_cancel_cb():
add_dia.destroy()
def addcol_action_ok_cb():
global wd
global wdtime
global wdcol
global wdname
global sel_copy
global sel_square
global sel_sqrt
global sel_exp
global sel_log
global sel_integral
global sel_derivate
global sel_add
global sel_sub
global sel_mul
global sel_div
global sel_curve
global sel_shift
global fcurve
global constantentry
global shiftentry
global add_replace
cix = []
i = 0;
for name in wdname:
if datasel[i].get():
cix.append(i)
i += 1
if sel_constant.get():
pass
elif sel_add.get() or sel_sub.get() or sel_mul.get() or sel_div.get():
if len(cix) != 2:
tkMessageBox.showerror("Error", "Select two attributes")
return
ser = pd.Series(wd[wdcol[cix[0]]])
else:
if len(cix) != 1:
tkMessageBox.showerror("Error", "Select one attributes")
return
ser = pd.Series(wd[wdcol[cix[0]]])
if sel_copy.get():
colname = "Copy(" + wdname[cix[0]] + ")"
elif sel_square.get():
ser = np.square(ser)
colname = "Square(" + wdname[cix[0]] + ")"
elif sel_sqrt.get():
ser = np.sqrt(ser)
colname = "Sqrt(" + wdname[cix[0]] + ")"
elif sel_exp.get():
ser = np.exp(ser)
colname = "Exp(" + wdname[cix[0]] + ")"
elif sel_log.get():
ser = np.log(ser)
colname = "Log(" + wdname[cix[0]] + ")"
elif sel_integral.get():
igl = []
acc = 0
i = 0
dmean = ser.mean()
for val in ser.values:
igl.append(acc)
if i != len(ser) - 1:
dt = wdtime[i+1]-wdtime[i]
else:
dt = old_dt
#acc += (val - dmean) * (dt.seconds + dt.microseconds/1000000.0)
acc += val * (dt.seconds + dt.microseconds/1000000.0)
print dt, dt.seconds + dt.microseconds/1000000.0, val
i += 1
old_dt = dt
ser = pd.Series(igl)
colname = "Integral(" + wdname[cix[0]] + ")"
elif sel_derivate.get():
der = []
old_val = 0
for val in ser.values:
der.append(val - old_val)
old_val = val
ser = pd.Series(der)
colname = "Derivate(" + wdname[cix[0]] + ")"
elif sel_add.get():
add = []
i = 0
print 'cix[1]', cix[1]
print wdname[2]
print wd[wdcol[2]][0]
for val in ser.values:
val2 = wd[wdcol[cix[1]]][i]
print 'val2', val2
add.append(val + val2)
i += 1
ser = pd.Series(add)
colname = "Add(" + wdname[cix[0]] + "," + wdname[cix[1]] + ")"
elif sel_sub.get():
sub = []
i = 0
print 'cix[1]', cix[1]
print wdname[2]
print wd[wdcol[2]][0]
for val in ser.values:
val2 = wd[wdcol[cix[1]]][i]
print 'val2', val2
sub.append(val - val2)
i += 1
ser = pd.Series(sub)
colname = "Sub(" + wdname[cix[0]] + "," + wdname[cix[1]] + ")"
elif sel_mul.get():
mul = []
i = 0
print 'cix[1]', cix[1]
print wdname[2]
print wd[wdcol[2]][0]
for val in ser.values:
val2 = wd[wdcol[cix[1]]][i]
print 'val2', val2
mul.append(val * val2)
i += 1
ser = pd.Series(mul)
colname = "Multiply(" + wdname[cix[0]] + "," + wdname[cix[1]] + ")"
elif sel_div.get():
div = []
i = 0
for val in ser.values:
cval = wd[wdcol[cix[1]]][i]
div.append(val/cval if cval else 0)
i += 1
ser = pd.Series(div)
colname = "Divide(" + wdname[cix[0]] + "," + wdname[cix[1]] + ")"
elif sel_curve.get():
if fcurve == None:
tkMessageBox.showerror("Error", "No curve file is selected")
return
curve = []
i = 0
for val in ser.values:
curve.append(fcurve(val))
i += 1
ser = pd.Series(curve)
colname = "Curve(" + wdname[cix[0]] + ")"
print 'curve', ser
elif sel_constant.get():
value = float(constantentry.get())
const = [value] * len(wd)
ser = pd.Series(const)
colname = "Const(" + str(value) + ")"
elif sel_shift.get():
shiftvalue = int(shiftentry.get())
shift = []
i = 0
for val in ser.values:
if shiftvalue > 0:
if i < shiftvalue:
val = 0
else:
val = ser.values[i-shiftvalue]
else:
if i - shiftvalue >= len(wd):
val = 0
else:
val = ser.values[i-shiftvalue]
shift.append(val)
i += 1
ser = pd.Series(shift)
colname = "Shift(" + wdname[cix[0]] + "," + str(shiftvalue) + ")"
else:
tkMessageBox.showerror("Error", "No action is selected")
return
idx = len(wdname)
if add_replace == 1:
wd[wdcol[cix[0]]] = ser
wdname[cix[0]] = colname
else:
wdname.append(colname)
colname = "A" + str(idx+1)
wdcol.append(colname)
wd[wdcol[idx]] = ser
toolbar.pack_forget()
toolbar.destroy()
dataframe.pack_forget()
dataframe.destroy()
actionframe.pack_forget()
actionframe.destroy()
create_toolbar()
create_dataframe()
create_actionframe()
create_datamenu()
add_dia.destroy()
def close_action_cb(arg=0):
print 'Close action'
......@@ -323,6 +916,16 @@ def savewd_action_cb():
# Open from file
def open_action_cb(arg=0):
file = tkFileDialog.askopenfilename(initialdir='./', title='Open file',
filetypes=[('dat files','*.dat'),('all files','*.*')])
if file != '':
read_file(file)
# Help callback
def help_action_cb():
pass
def read_file(file):
global origdata
global wd
global wdtime
......@@ -330,9 +933,6 @@ def open_action_cb(arg=0):
global origcol
global wdcol
file = tkFileDialog.askopenfilename(initialdir='./', title='Open file',
filetypes=[('dat files','*.dat'),('all files','*.*')])
if file != '':
origdata = pd.read_csv(file, parse_dates=[0])
origcol = origdata.columns
wd = origdata.loc[:,origcol[1]:]
......@@ -350,13 +950,14 @@ def open_action_cb(arg=0):
wd.columns = wdcol
if 'dataframe' in globals():
toolbar.pack_forget()
toolbar.destroy()
dataframe.pack_forget()
dataframe.destroy()
actionframe.pack_forget()
actionframe.destroy()
create_toolbar()
create_dataframe()
create_actionframe()
create_datamenu()
def on_configure(event):
size = iteminnerframe.winfo_reqwidth(), iteminnerframe.winfo_reqheight()
......@@ -466,34 +1067,7 @@ def fetchitems_cb():
# Create frame with action buttons
def create_actionframe():
global actionframe
actionframe = Frame(window, bg=bgcolor)
# Create plot button
plot_button = Button(actionframe, text="Plot", command=plot_action_cb, bg=buttoncolor)
plot_button.grid(column=0, row=1, padx=10, pady=10, sticky='ew')
# Create plot button
plots_button = Button(actionframe, text="Plot2", command=indplot_action_cb, bg=buttoncolor)
plots_button.grid(column=1, row=1, padx=0, pady=10, sticky='ew')
# Create scatterplot button
scatter_button = Button(actionframe, text="ScatterPlot", command=scatter_action_cb, bg=buttoncolor)
scatter_button.grid(column=0, row=2, padx=10, pady=10, sticky='ew')
# Create correlation plot button
corr_button = Button(actionframe, text="CorrelationPlot", command=corr_action_cb, bg=buttoncolor)
corr_button.grid(column=0, row=3, padx=10, pady=10, sticky='ew')
# Create correlation plot button
corr2_button = Button(actionframe, text="CorrelationPlot2", command=corr2_action_cb, bg=buttoncolor)
corr2_button.grid(column=1, row=3, padx=10, pady=10, sticky='ew')
# Create linear regression plot button
regr_button = Button(actionframe, text="LinearRegressionPlot", command=regr_action_cb, bg=buttoncolor)
regr_button.grid(column=0, row=4, padx=10, pady=10, sticky='ew')
def create_datamenu():
# Create menu
menubar = Menu(window, bg=buttoncolor)
......@@ -502,13 +1076,37 @@ def create_actionframe():
filemenu.add_command(label='Import from server', command=create_filterframe)
filemenu.add_command(label='Save', command=save_action_cb)
filemenu.add_command(label='Save Work Data', command=savewd_action_cb)
filemenu.add_command(label='Clip', command=clip_action_cb)
filemenu.add_command(label='Clip Reset', command=clipreset_action_cb)
filemenu.add_command(label='Revert', command=revert_action_cb)
filemenu.add_command(label='Close', command=close_action_cb, accelerator='Ctrl+W')
menubar.add_cascade(label='File', menu=filemenu)
editmenu = Menu(menubar, bg=buttoncolor)
editmenu.add_command(label='Move up', command=moveup_action_cb)
editmenu.add_command(label='Move down', command=movedown_action_cb)
editmenu.add_command(label='Convert column', command=convcolumn_action_cb)
editmenu.add_command(label='Add column', command=addcolumn_action_cb)
editmenu.add_command(label='Delete column', command=deletecolumn_action_cb)
editmenu.add_command(label='Clip', command=clip_action_cb)
menubar.add_cascade(label='Edit', menu=editmenu)
viewmenu = Menu(menubar, bg=buttoncolor)
viewmenu.add_command(label='Plot common', command=plot_action_cb)
viewmenu.add_command(label='Plot separate', command=indplot_action_cb)
viewmenu.add_command(label='Scatterplot', command=scatter_action_cb)
viewmenu.add_command(label='Plot correlation', command=corr_action_cb)
viewmenu.add_command(label='Plot correlation heatmap', command=corr2_action_cb)
viewmenu.add_command(label='Plot linear regression', command=regr_action_cb)
menubar.add_cascade(label='View', menu=viewmenu)
functionmenu = Menu(menubar, bg=buttoncolor)
functionmenu.add_command(label='Linear regression', command=regrcoef_action_cb)
menubar.add_cascade(label='Functions', menu=functionmenu)
helpmenu = Menu(menubar, bg=buttoncolor)
helpmenu.add_command(label='Help', command=help_action_cb)
menubar.add_cascade(label='Help', menu=helpmenu)
window.config(menu=menubar)
actionframe.pack(side=LEFT)
# Read dataframe from sev database
def readdata_cb():
......@@ -562,10 +1160,75 @@ def readdata_cb():
itemframe.pack_forget()
itemframe.destroy()
create_toolbar()
create_dataframe()
create_actionframe()
create_datamenu()
def create_toolbar():
global toolbar
global toolbar_plot_img
global toolbar_indplot_img
global toolbar_scatterplot_img
global toolbar_lrplot_img
global toolbar_corrplot_img
global toolbar_corr2plot_img
global toolbar_up_img
global toolbar_down_img
global toolbar_conv_img
global toolbar_add_img
global toolbar_delete_img
toolbar = Frame(window, bg=bgcolor, bd=1, relief=RAISED)
toolbar_plot_img = PhotoImage(file=pwr_exe+"/mvtoolbar_plot.png")
button = Button(toolbar, image=toolbar_plot_img, command=plot_action_cb, bg=buttoncolor)
button.pack(side=LEFT, padx=2, pady=2)
toolbar_indplot_img = PhotoImage(file=pwr_exe+"/mvtoolbar_indplot.png")
button = Button(toolbar, image=toolbar_indplot_img, command=indplot_action_cb, bg=buttoncolor)
button.pack(side=LEFT, padx=2, pady=2)
toolbar_scatterplot_img = PhotoImage(file=pwr_exe+"/mvtoolbar_scatterplot.png")
button = Button(toolbar, image=toolbar_scatterplot_img, command=scatter_action_cb, bg=buttoncolor)
button.pack(side=LEFT, padx=2, pady=2)
toolbar_lrplot_img = PhotoImage(file=pwr_exe+"/mvtoolbar_lrplot.png")
button = Button(toolbar, image=toolbar_lrplot_img, command=regr_action_cb, bg=buttoncolor)
button.pack(side=LEFT, padx=2, pady=2)
toolbar_corrplot_img = PhotoImage(file=pwr_exe+"/mvtoolbar_corrplot.png")
button = Button(toolbar, image=toolbar_corrplot_img, command=corr_action_cb, bg=buttoncolor)
button.pack(side=LEFT, padx=2, pady=2)
toolbar_corr2plot_img = PhotoImage(file=pwr_exe+"/mvtoolbar_corr2plot.png")
button = Button(toolbar, image=toolbar_corr2plot_img, command=corr2_action_cb, bg=buttoncolor)
button.pack(side=LEFT, padx=2, pady=2)
toolbar_up_img = PhotoImage(file=pwr_exe+"/mvtoolbar_up.png")
button = Button(toolbar, image=toolbar_up_img, command=moveup_action_cb, bg=buttoncolor)
button.pack(side=LEFT, padx=2, pady=2)
toolbar_down_img = PhotoImage(file=pwr_exe+"/mvtoolbar_down.png")
button = Button(toolbar, image=toolbar_down_img, command=movedown_action_cb, bg=buttoncolor)
button.pack(side=LEFT, padx=2, pady=2)
toolbar_conv_img = PhotoImage(file=pwr_exe+"/mvtoolbar_conv.png")
button = Button(toolbar, image=toolbar_conv_img, command=convcolumn_action_cb, bg=buttoncolor)
button.pack(side=LEFT, padx=2, pady=2)
toolbar_add_img = PhotoImage(file=pwr_exe+"/mvtoolbar_add.png")
button = Button(toolbar, image=toolbar_add_img, command=addcolumn_action_cb, bg=buttoncolor)
button.pack(side=LEFT, padx=2, pady=2)
toolbar_delete_img = PhotoImage(file=pwr_exe+"/mvtoolbar_delete.png")
button = Button(toolbar, image=toolbar_delete_img, command=deletecolumn_action_cb, bg=buttoncolor)
button.pack(side=LEFT, padx=2, pady=2)
toolbar.pack(side=TOP, fill=X)
def create_dataframe():
global wd
global datasel
global dataframe
global startframe
......@@ -605,10 +1268,10 @@ def create_filterframe():
itemframe.destroy()
if 'dataframe' in globals():
toolbar.pack_forget()
toolbar.destroy()
dataframe.pack_forget()
dataframe.destroy()
actionframe.pack_forget()
actionframe.destroy()
if 'startframe' in globals():
startframe.pack_forget()
......@@ -639,6 +1302,24 @@ def create_filterframe():
filterbutton.grid(column=2, row=1, padx=20, pady=5, sticky=W)
filterframe.pack(side=LEFT, fill=X)
file = ''
try:
opts, args = getopt.getopt(sys.argv[1:], "f:", "file")
except getopt.GetoptError:
print 'sev_analyse.py [-f <file>]'
sys.exit(2)
for opt, arg in opts:
if opt == "-h":
print 'sev_analyse.py [-f <file>]'
if opt in ("-f", "--file"):
file = arg
if file != '':
print 'opening file', file
pwr_exe = os.environ.get('pwr_exe')
# Create window
bgcolor = 'white'
buttoncolor = '#F0F0F0'
......@@ -657,12 +1338,16 @@ window.config(menu=menubar,bg=bgcolor)
window.bind_all("<Control-w>", close_action_cb)
window.bind_all("<Control-o>", open_action_cb)
startframe = Frame(window, bg=bgcolor)
canvas = Canvas(startframe, width=800, height=200, bg=bgcolor)
canvas.pack()
img = PhotoImage(file="/data0/x5-6-1/rls/os_linux/hw_x86_64/exp/exe/pwr_logga.png")
canvas.create_image(400, 100, image=img)
startframe.pack(side=LEFT, fill=X)
if file != '':
read_file(file)
else:
startframe = Frame(window, bg=bgcolor)
canvas = Canvas(startframe, width=800, height=200, bg=bgcolor)
canvas.pack()
img = PhotoImage(file=pwr_exe+"/pwr_logga.png")
canvas.create_image(400, 100, image=img)
startframe.pack(side=LEFT, fill=X)
window.mainloop()
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