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Commit 2f49473b authored by Claes Sjofors's avatar Claes Sjofors
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Event anlyser, more work

parent 43cc73bc
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Showing with 449 additions and 56 deletions
sev/exp/py/src/evatoolbar_filter.png
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sev/exp/py/src/evatoolbar_filter.png

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sev/exp/py/src/evatoolbar_filter.png
sev/exp/py/src/evatoolbar_filter.png
sev/exp/py/src/evatoolbar_filter.png
sev/exp/py/src/evatoolbar_filter.png
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sev/exp/py/src/evatoolbar_filtersup.png
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sev/exp/py/src/sev_analyse.py
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......@@ -66,6 +66,7 @@ matplotlib.use('TkAgg')
from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg
import pickle
import co
import wow
from rt_mva import *
from rt_mva_msg import *
......@@ -1674,8 +1675,8 @@ class WdWindow:
viewmenu.add_command(label='Plot common', command=self.plot_action_cb)
viewmenu.add_command(label='Plot separate', command=self.indplot_action_cb)
viewmenu.add_command(label='Scatterplot', command=self.scatter_action_cb)
viewmenu.add_command(label='Plot correlation', command=self.corr_action_cb)
viewmenu.add_command(label='Plot correlation heatmap', command=self.corr2_action_cb)
viewmenu.add_command(label='Plot correlation', command=self.corr2_action_cb)
viewmenu.add_command(label='Plot correlation hinton', command=self.corr_action_cb)
viewmenu.add_command(label='Plot linear regression', command=self.regr_action_cb)
viewmenu.add_command(label='Plot histogram', command=self.histogram_action_cb)
viewmenu.add_command(label='Statistics', command=self.stat_action_cb)
......@@ -1702,46 +1703,52 @@ class WdWindow:
self.toolbar_plot_img = PhotoImage(file=pwr_exe+"/mvtoolbar_plot.png")
button = Button(self.toolbar, image=self.toolbar_plot_img, command=self.plot_action_cb, bg=buttoncolor)
wow.Tooltip(button, text='Plot common')
button.pack(side=LEFT, padx=2, pady=2)
self.toolbar_indplot_img = PhotoImage(file=pwr_exe+"/mvtoolbar_indplot.png")
button = Button(self.toolbar, image=self.toolbar_indplot_img, command=self.indplot_action_cb, bg=buttoncolor)
wow.Tooltip(button, text='Plot separate')
button.pack(side=LEFT, padx=2, pady=2)
self.toolbar_scatterplot_img = PhotoImage(file=pwr_exe+"/mvtoolbar_scatterplot.png")
button = Button(self.toolbar, image=self.toolbar_scatterplot_img, command=self.scatter_action_cb, bg=buttoncolor)
wow.Tooltip(button, text='Scatterplot')
button.pack(side=LEFT, padx=2, pady=2)
self.toolbar_lrplot_img = PhotoImage(file=pwr_exe+"/mvtoolbar_lrplot.png")
button = Button(self.toolbar, image=self.toolbar_lrplot_img, command=self.regr_action_cb, bg=buttoncolor)
button.pack(side=LEFT, padx=2, pady=2)
self.toolbar_corrplot_img = PhotoImage(file=pwr_exe+"/mvtoolbar_corrplot.png")
button = Button(self.toolbar, image=self.toolbar_corrplot_img, command=self.corr_action_cb, bg=buttoncolor)
wow.Tooltip(button, text='Linear regression plot')
button.pack(side=LEFT, padx=2, pady=2)
self.toolbar_corr2plot_img = PhotoImage(file=pwr_exe+"/mvtoolbar_corr2plot.png")
button = Button(self.toolbar, image=self.toolbar_corr2plot_img, command=self.corr2_action_cb, bg=buttoncolor)
wow.Tooltip(button, text='Correlation plot')
button.pack(side=LEFT, padx=2, pady=2)
self.toolbar_up_img = PhotoImage(file=pwr_exe+"/mvtoolbar_up.png")
button = Button(self.toolbar, image=self.toolbar_up_img, command=self.moveup_action_cb, bg=buttoncolor)
wow.Tooltip(button, text='Move item up')
button.pack(side=LEFT, padx=2, pady=2)
self.toolbar_down_img = PhotoImage(file=pwr_exe+"/mvtoolbar_down.png")
button = Button(self.toolbar, image=self.toolbar_down_img, command=self.movedown_action_cb, bg=buttoncolor)
wow.Tooltip(button, text='Move item down')
button.pack(side=LEFT, padx=2, pady=2)
self.toolbar_conv_img = PhotoImage(file=pwr_exe+"/mvtoolbar_conv.png")
button = Button(self.toolbar, image=self.toolbar_conv_img, command=self.convcolumn_action_cb, bg=buttoncolor)
wow.Tooltip(button, text='Convert item')
button.pack(side=LEFT, padx=2, pady=2)
self.toolbar_add_img = PhotoImage(file=pwr_exe+"/mvtoolbar_add.png")
button = Button(self.toolbar, image=self.toolbar_add_img, command=self.addcolumn_action_cb, bg=buttoncolor)
wow.Tooltip(button, text='Add item')
button.pack(side=LEFT, padx=2, pady=2)
self.toolbar_delete_img = PhotoImage(file=pwr_exe+"/mvtoolbar_delete.png")
button = Button(self.toolbar, image=self.toolbar_delete_img, command=self.deletecolumn_action_cb, bg=buttoncolor)
wow.Tooltip(button, text='Delete item')
button.pack(side=LEFT, padx=2, pady=2)
self.toolbar.pack(side=TOP, fill=X)
......@@ -1865,7 +1872,11 @@ class FetchSev:
except IOError:
pass
try:
self.items = pwrrt.getSevItemList(self.server, filtervalue)
except RuntimeError as e:
tkMessageBox.showerror("Error", str(e))
return
self.itemframe = Frame(self.fswindow, bg=bgcolor)
......@@ -1988,8 +1999,13 @@ class FetchSev:
intervalvalue = float(self.intervalentry.get())
maxvalue = int(self.maxentry.get())
try:
result = pwrrt.getSevItemsDataFrame( self.server, dataoid, dataattr, isobject,
fromvalue, tovalue, intervalvalue, maxvalue)
except RuntimeError as e:
tkMessageBox.showerror("Error", str(e))
return
if result == None:
tkMessageBox.showerror("Error", "None return")
return
......
sev/exp/py/src/sev_eva.py
View file @ 2f49473b
......@@ -70,9 +70,11 @@ from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg
import matplotlib.widgets
import pickle
import co
import wow
from rt_mva import *
from rt_mva_msg import *
class Sev:
mEventType_Ack = 1
mEventType_Block = 2
......@@ -225,6 +227,19 @@ class Ev:
str += 'B'
return str
class EventClip:
def __init__(self, mintime, maxtime):
self.mintime = mintime
self.maxtime = maxtime
class EventClipSelected:
def __init__(self, idxlist):
self.idxlist = idxlist
class EventSplit:
def __init__(self, time):
self.time = time
class EventFilter:
def __init__(self, typemask, priomask, eventtext, eventname, supobject):
self.eventtypemask = typemask
......@@ -424,10 +439,8 @@ class FilterDialog:
if sel.get() == 1:
eventpriovalue += m
m = m << 1
print 'Masks:', eventtypevalue, eventpriovalue
filter = EventFilter(eventtypevalue, eventpriovalue, self.eventtextentry.get(),
self.eventnameentry.get(), '')
print 'Filter', filter.eventtypemask, filter.eventpriomask, filter.eventtext, filter.eventname
self.filter_cb(filter)
self.top.destroy()
......@@ -443,7 +456,7 @@ class ValueDialog:
label.grid(column=0, row=0, padx=10, pady=5, sticky=W)
defaultvalue = StringVar()
self.entry = Entry(top, width=20, textvariable=defaultvalue)
self.entry = Entry(top, width=25, textvariable=defaultvalue)
self.entry.grid(column=1, row=0, padx=10, pady=5, sticky=W)
defaultvalue.set(defaultstr)
self.entry.focus()
......@@ -539,7 +552,6 @@ class EWData:
self.wd.columns = self.origcol
self.wd['Text'].fillna('',inplace=True)
self.set = True
print self.wd['SupObject']
def save_orig(self, file):
self.origdata.to_csv(file, index=False)
......@@ -556,21 +568,30 @@ class EWData:
self.wd = self.origdata.loc[:,:]
def clip(self, mintime, maxtime):
self.wd = self.wd[(self.wd['Time'] >= mintime) & (self.wd['Time'] <= maxtime)]
def clip(self, c):
self.wd = self.wd[(self.wd['Time'] >= c.mintime) & (self.wd['Time'] <= c.maxtime)]
self.wd = self.wd.reset_index(drop=True)
def split(self, value):
def clip_selected(self, c):
self.wd = self.wd.loc[self.wd.index.isin(c.idxlist)]
self.wd = self.wd.reset_index(drop=True)
def split(self, s):
wdata = EWData()
wdata.origdata = self.origdata
wdata.origcol = self.origcol
wdata.wd = self.wd[self.wd['Time'] < value]
wdata.wd = self.wd[self.wd['Time'] < s.time]
wdata.wd = wdata.wd.reset_index(drop=True)
wdata.set = True
self.wd = self.wd[self.wd['Time'] >= value]
self.wd = self.wd[self.wd['Time'] >= s.time]
self.wd = self.wd.reset_index(drop=True)
return wdata
def split_redo(self, s):
self.wd = self.wd[self.wd['Time'] >= s.time]
self.wd = self.wd.reset_index(drop=True)
def filter(self, eventfilter):
mod = False
if eventfilter.eventtypemask != 0:
......@@ -649,17 +670,107 @@ class EWData:
if eventfilter.supobject != '':
mask = self.wd['SupObject'].str.match(eventfilter.supobject)
print 'Mask', type(mask), mask
for b in mask:
if b != True:
b = False
print 'Mask', type(mask), mask
self.wd = self.wd[mask]
mod = True
if mod:
self.wd = self.wd.reset_index(drop=True)
class TrendHistogram:
def __init__(self, wdata):
self.wdata = wdata
self.trenddia = Toplevel(window, bg=bgcolor)
self.trenddia.geometry("450x170")
self.trenddia.title('TrendHistogram')
main.set_icon(self.trenddia)
defaultmin = StringVar()
minlabel = Label(self.trenddia, text='From', bg=bgcolor)
minlabel.grid(column=0, row=0, padx=20, pady=5, sticky=W)
self.minentry = Entry(self.trenddia, textvariable=defaultmin, width=25, bg=bgcolor)
defaultmin.set(str(self.wdata.wd['Time'][0]))
self.minentry.grid(column=1, row=0, padx=20, pady=5, sticky=W)
# Max entry
defaultmax = StringVar()
maxlabel = Label(self.trenddia, text='To', bg=bgcolor)
maxlabel.grid(column=0, row=1, padx=20, pady=5, sticky=W)
self.maxentry = Entry(self.trenddia, textvariable=defaultmax, width=25, bg=bgcolor)
defaultmax.set(str(self.wdata.wd['Time'][len(self.wdata.wd)-1]))
self.maxentry.grid(column=1, row=1, padx=20, pady=5, sticky=W)
# Bins
defaultbins = StringVar()
binslabel = Label(self.trenddia, text='Number of bins', bg=bgcolor)
binslabel.grid(column=0, row=2, padx=20, pady=5, sticky=W)
self.binsentry = Entry(self.trenddia, textvariable=defaultbins, width=25, bg=bgcolor)
defaultbins.set(str(100))
self.binsentry.grid(column=1, row=2, padx=20, pady=5, sticky=W)
# All events
self.all_events = IntVar()
checkbox = Checkbutton(self.trenddia, text='All events',
variable=self.all_events, highlightthickness=0,
bg=bgcolor)
checkbox.grid(column=0, row=3, padx=20, pady=5, sticky=W)
readdatabutton = Button(self.trenddia, text="Apply", command=self.trend_action_ok_cb, bg=buttoncolor);
readdatabutton.grid(column=0, row=4, padx=60, pady=20, sticky=W)
readdatabutton = Button(self.trenddia, text="Cancel", command=self.trend_action_cancel_cb, bg=buttoncolor);
readdatabutton.grid(column=1, row=4, padx=60, pady=20, sticky=W)
def trend_action_cancel_cb(self):
self.trenddia.destroy()
def trend_action_ok_cb(self):
try:
mintime = datetime.strptime(self.minentry.get(), '%Y-%m-%d %H:%M:%S.%f')
except ValueError:
try:
mintime = datetime.strptime(self.minentry.get(), '%Y-%m-%d %H:%M:%S')
except ValueError:
tkMessageBox.showerror("Error", "Time syntax error")
return
try:
maxtime = datetime.strptime(self.maxentry.get(), '%Y-%m-%d %H:%M:%S.%f')
except ValueError:
try:
maxtime = datetime.strptime(self.maxentry.get(), '%Y-%m-%d %H:%M:%S')
except ValueError:
tkMessageBox.showerror("Error", "Time syntax error")
return
try:
bins = int(self.binsentry.get())
except ValueError:
tkMessageBox.showerror("Error", "Integer syntax error")
return
all_events = self.all_events.get()
self.trenddia.destroy()
if all_events == 1:
wd = self.wdata.wd
else:
types = [Ev.eEvent_Alarm, Ev.eEvent_MaintenanceAlarm, Ev.eEvent_SystemAlarm,
Ev.eEvent_Info, Ev.eEvent_InfoSuccess,
Ev.eEvent_UserAlarm1, Ev.eEvent_UserAlarm2, Ev.eEvent_UserAlarm3,
Ev.eEvent_UserAlarm4]
wd = self.wdata.wd.loc[self.wdata.wd['Type'].isin(types)]
wdtime = wd[(wd['Time'] >= mintime) & (wd['Time'] <= maxtime)]['Time']
# wdtime = self.wdata.wd[(self.wdata.wd['Time'] >= mintime) & (self.wdata.wd['Time'] <= maxtime)]['Time']
fig = plt.figure(figsize=(12,5))
ax = fig.add_subplot(1,1,1)
timelist = []
for t in wdtime:
timelist.append(t)
ax.hist(timelist, bins=bins)
plt.show()
class FrequencyHistogram:
def __init__(self, wdata):
self.wdata = wdata
......@@ -671,29 +782,41 @@ class FrequencyHistogram:
i = 0
self.names = []
self.texts = []
while i < len(self.counts):
res = self.wdata.wd.loc[ (self.wdata.wd['SupObject'] == self.counts.index[i]) & self.wdata.wd['Type'].isin(types)]
if len(res) > 0:
res = res.iloc[0]
self.names.append(res['Text'])
self.names.append(res['Name'])
self.texts.append(res['Text'])
else:
self.names.append('')
self.textss.append('')
i += 1
self.xlim = None
self.ax = None
self.page = 0
self.rows = 30
self.display_names = 0
fig = plt.figure(num="Event Frequency Histogram")
fig.subplots_adjust(left=0.4)
axprev = plt.axes([0.01, 0.01, 0.1, 0.05])
axnext = plt.axes([0.125, 0.01, 0.1, 0.05])
axdisplay = plt.axes([0.580, 0.01, 0.1, 0.05])
axname = plt.axes([0.700, 0.01, 0.1, 0.05])
axtext = plt.axes([0.825, 0.01, 0.1, 0.05])
bprev = matplotlib.widgets.Button(axprev, 'Previous')
bprev.on_clicked(self.bprev_cb)
bnext = matplotlib.widgets.Button(axnext, 'Next')
bnext.on_clicked(self.bnext_cb)
bdisplay = matplotlib.widgets.Button(axdisplay, 'Display', color=bgcolor)
bname = matplotlib.widgets.Button(axname, 'Name')
bname.on_clicked(self.bname_cb)
btext = matplotlib.widgets.Button(axtext, 'Text')
btext.on_clicked(self.btext_cb)
axrows = plt.axes([0.25, 0.01, 0.1, 0.05])
self.btext = matplotlib.widgets.Button(axrows, '', color=bgcolor)
self.brows = matplotlib.widgets.Button(axrows, '', color=bgcolor)
self.draw()
plt.show()
......@@ -705,7 +828,7 @@ class FrequencyHistogram:
idx2 = len(self.counts)
size = idx2 - idx1
text = str(idx1+1) + "-" + str(idx2) + " (" + str(len(self.counts)) + ")"
self.btext.label.set_text(text)
self.brows.label.set_text(text)
if self.ax == None:
self.ax = plt.subplot()
if self.xlim != None:
......@@ -716,7 +839,10 @@ class FrequencyHistogram:
values = self.counts[idx1:idx2]
self.y_pos = np.arange(size)
self.ax.barh(self.y_pos, values, align='center', alpha=0.5)
if self.display_names:
plt.yticks(self.y_pos, self.names[idx1:idx2])
else:
plt.yticks(self.y_pos, self.texts[idx1:idx2])
if self.xlim == None:
self.xlim = self.ax.get_xlim()
......@@ -737,6 +863,18 @@ class FrequencyHistogram:
self.draw()
plt.draw()
def bname_cb(self, event):
self.display_names = 1
self.ax.clear()
self.draw()
plt.draw()
def btext_cb(self, event):
self.display_names = 0
self.ax.clear()
self.draw()
plt.draw()
class WdWindow:
# Constructor, create empty window
def __init__(self):
......@@ -1012,6 +1150,21 @@ class WdWindow:
return
fh = FrequencyHistogram(self.wdata)
# Event trend histogram callback
def trend_histogram_action_cb(self):
if self.empty():
return
th = TrendHistogram(self.wdata)
# fig = plt.figure(figsize=(12,5))
# ax = fig.add_subplot(1,1,1)
# timelist = []
# for t in self.wdata.wd['Time']:
# timelist.append(t)
# print timelist
# ax.hist(timelist, bins=100)
# plt.show()
# Revert callback
def revert_action_cb(self):
self.wdata.revert()
......@@ -1033,7 +1186,6 @@ class WdWindow:
# Search Previous callback
def searchprev_action_cb(self, arg=0):
print 'Here in search prev'
selected = self.tree.focus()
if selected == None:
next = self.search_next - 1
......@@ -1061,7 +1213,6 @@ class WdWindow:
while i < len(self.wdata.wd):
if self.wdata.wd['Text'][i].lower().find(searchstr) >= 0 or \
self.wdata.wd['Name'][i].lower().find(searchstr) >= 0:
print 'Found', i
id = self.tree.get_children()[i]
self.tree.focus(id)
self.tree.yview_moveto(float((0 if i < 5 else i - 5))/len(self.wdata.wd))
......@@ -1074,7 +1225,6 @@ class WdWindow:
while i >= 0:
if self.wdata.wd['Text'][i].lower().find(searchstr) >= 0 or \
self.wdata.wd['Name'][i].lower().find(searchstr) >= 0:
print 'Found', i
id = self.tree.get_children()[i]
self.tree.focus(id)
self.tree.yview_moveto(float((0 if i < 5 else i - 5))/len(self.wdata.wd))
......@@ -1091,22 +1241,23 @@ class WdWindow:
return
self.clipdia = Toplevel(self.window, bg=bgcolor)
self.clipdia.geometry("450x130")
self.clipdia.title('Clip')
main.set_icon(self.clipdia)
defaultmin = StringVar()
minlabel = Label(self.clipdia, text='From', bg=bgcolor)
minlabel.grid(column=0, row=0, padx=20, pady=5, sticky=W)
self.minentry = Entry(self.clipdia, textvariable=defaultmin, bg=bgcolor)
defaultmin.set(str(self.wdata.wd['Time'][0]))
self.minentry = Entry(self.clipdia, textvariable=defaultmin, width=25, bg=bgcolor)
defaultmin.set(str(self.wdata.wd['Time'][len(self.wdata.wd)-1]))
self.minentry.grid(column=1, row=0, padx=20, pady=5, sticky=W)
# Max entry
defaultmax = StringVar()
maxlabel = Label(self.clipdia, text='To', bg=bgcolor)
maxlabel.grid(column=0, row=1, padx=20, pady=5, sticky=W)
self.maxentry = Entry(self.clipdia, textvariable=defaultmax, bg=bgcolor)
defaultmax.set(str(self.wdata.wd['Time'][len(self.wdata.wd)-1]))
self.maxentry = Entry(self.clipdia, textvariable=defaultmax, width=25, bg=bgcolor)
defaultmax.set(str(self.wdata.wd['Time'][0]))
self.maxentry.grid(column=1, row=1, padx=20, pady=5, sticky=W)
readdatabutton = Button(self.clipdia, text="Apply", command=self.clip_action_ok_cb, bg=buttoncolor);
......@@ -1119,13 +1270,45 @@ class WdWindow:
self.clipdia.destroy()
def clip_action_ok_cb(self):
minvalue = datetime.strptime(self.minentry.get(), '%Y-%m-%d %H:%M:%S')
maxvalue = datetime.strptime(self.maxentry.get(), '%Y-%m-%d %H:%M:%S')
print 'Clip', minvalue, maxvalue
try:
mintime = datetime.strptime(self.minentry.get(), '%Y-%m-%d %H:%M:%S.%f')
except ValueError:
try:
mintime = datetime.strptime(self.minentry.get(), '%Y-%m-%d %H:%M:%S')
except ValueError:
tkMessageBox.showerror("Error", "Time syntax error")
return
try:
maxtime = datetime.strptime(self.maxentry.get(), '%Y-%m-%d %H:%M:%S.%f')
except ValueError:
try:
maxtime = datetime.strptime(self.maxentry.get(), '%Y-%m-%d %H:%M:%S')
except ValueError:
tkMessageBox.showerror("Error", "Time syntax error")
return
self.clipdia.destroy()
clip = EventClip(mintime, maxtime)
self.stack.append(clip)
self.wdata.clip(clip)
self.redraw()
# Clip Selected callback
def clip_select_action_cb(self):
if self.empty():
return
self.wdata.clip(minvalue, maxvalue)
selected = self.tree.focus()
if len(self.tree.selection()) == 0:
tkMessageBox.showerror("Error", "Selection empty")
return
rows = []
for item in self.tree.selection():
rows.append(int(item))
clip = EventClipSelected(rows)
self.stack.append(clip)
self.wdata.clip_selected(clip)
self.redraw()
# Split callback
......@@ -1133,11 +1316,22 @@ class WdWindow:
if self.empty():
return
selected = self.tree.focus()
if selected == None:
defaultvalue = str(self.wdata.wd['Time'][0])
else:
defaultvalue = str(self.tree.item(selected)['text'])
ValueDialog(self.window, "Split Time", "Time", defaultvalue, self.split_ok_cb)
def split_ok_cb(self, valuestr):
try:
value = datetime.strptime(valuestr, '%Y-%m-%d %H:%M:%S.%f')
except ValueError:
try:
value = datetime.strptime(valuestr, '%Y-%m-%d %H:%M:%S')
except ValueError:
tkMessageBox.showerror("Error", "Time syntax error")
return
wdwindow = WdWindow()
idx = self.name.find('.')
......@@ -1147,7 +1341,9 @@ class WdWindow:
wdwindow.name = self.name[:idx] + '_2' + self.name[idx:]
wdwindow.window.title(wdwindow.name)
wdwindow.wdata.set_name(wdwindow.name)
wdwindow.wdata = self.wdata.split(value)
split = EventSplit(value)
wdwindow.wdata = self.wdata.split(split)
self.stack.append(split)
if wdwindow.dataframe != None:
wdwindow.dataframe.pack_forget()
wdwindow.dataframe.destroy()
......@@ -1166,7 +1362,6 @@ class WdWindow:
FilterDialog(self.window, self.filter_ok_cb)
def filter_ok_cb(self, filter):
print 'Event cb', filter.eventtext, filter.eventname
self.wdata.filter(filter)
self.stack.append(filter)
......@@ -1184,7 +1379,6 @@ class WdWindow:
tkMessageBox.showerror("Error", "Select an event")
return
print 'Tree select', self.tree.item(selected)['values'][4]
filter = EventFilter(0,0,'','', self.tree.item(selected)['values'][4])
self.wdata.filter(filter)
......@@ -1193,13 +1387,40 @@ class WdWindow:
self.dataframe.destroy()
self.create_dataframe()
# Filter alarms callback
def filteralarms_action_cb(self):
if self.empty():
return
typemask = Sev.mEventType_Alarm | Sev.mEventType_MaintenanceAlarm | \
Sev.mEventType_SystemAlarm | \
Sev.mEventType_UserAlarm1 | Sev.mEventType_UserAlarm2 | \
Sev.mEventType_UserAlarm3 | Sev.mEventType_UserAlarm4 | \
Sev.mEventType_Info | Sev.mEventType_InfoSuccess
filter = EventFilter(typemask,0,'','','')
self.wdata.filter(filter)
self.stack.append(filter)
self.dataframe.pack_forget()
self.dataframe.destroy()
self.create_dataframe()
# Previous
def previous_action_cb(self):
self.wdata.revert()
if len(self.stack) == 0:
return
self.stack.pop()
i = 0
while i < len(self.stack):
if isinstance(self.stack[i], EventFilter):
self.wdata.filter(self.stack[i])
elif isinstance(self.stack[i], EventClip):
self.wdata.clip(self.stack[i])
elif isinstance(self.stack[i], EventClipSelected):
self.wdata.clip_selected(self.stack[i])
elif isinstance(self.stack[i], EventSplit):
self.wdata.split_redo(self.stack[i])
i += 1
self.dataframe.pack_forget()
......@@ -1282,8 +1503,6 @@ class WdWindow:
def read_file(self, file):
self.wdata.read_file(file)
print 'Read', self.dataframe
if self.toolbar != None:
self.toolbar.pack_forget()
self.toolbar.destroy()
......@@ -1323,6 +1542,7 @@ class WdWindow:
editmenu.add_command(label='Search Next', command=self.searchnext_action_cb, accelerator='Ctrl+G')
editmenu.add_command(label='Search Previous', command=self.searchprev_action_cb, accelerator='Shift+Ctrl+G')
editmenu.add_command(label='Clip', command=self.clip_action_cb)
editmenu.add_command(label='Crop not selected', command=self.clip_select_action_cb)
editmenu.add_command(label='Split', command=self.split_action_cb)
editmenu.add_command(label='Filter', command=self.filter_action_cb)
editmenu.add_command(label='Filter on SupObject', command=self.filteronsupobject_action_cb)
......@@ -1332,6 +1552,7 @@ class WdWindow:
viewmenu = Menu(menubar, bg=buttoncolor)
viewmenu.add_command(label='Event frequency table', command=self.frequency_table_action_cb)
viewmenu.add_command(label='Event frequency histogram', command=self.frequency_histogram_action_cb)
viewmenu.add_command(label='Trend histogram', command=self.trend_histogram_action_cb)
viewmenu.add_command(label='Number of not acked alarms plot', command=self.alarmplot_ack_action_cb)
viewmenu.add_command(label='Number of not returned alarms plot', command=self.alarmplot_notret_action_cb)
menubar.add_cascade(label='View', menu=viewmenu)
......@@ -1351,24 +1572,44 @@ class WdWindow:
self.toolbar = Frame(self.window, bg=bgcolor, bd=1, relief=RAISED)
self.toolbar_revert_img = PhotoImage(file=pwr_exe+"/evatoolbar_revert.png")
button = Button(self.toolbar, image=self.toolbar_revert_img, command=self.revert_action_cb, bg=buttoncolor)
wow.Tooltip(button, text='Revert')
button.pack(side=LEFT, padx=2, pady=2)
self.toolbar_prev_img = PhotoImage(file=pwr_exe+"/evatoolbar_prev.png")
button = Button(self.toolbar, image=self.toolbar_prev_img, command=self.previous_action_cb, bg=buttoncolor)
wow.Tooltip(button, text='Back')
button.pack(side=LEFT, padx=2, pady=2)
self.toolbar_crop_img = PhotoImage(file=pwr_exe+"/evatoolbar_crop.png")
button = Button(self.toolbar, image=self.toolbar_crop_img, command=self.clip_select_action_cb, bg=buttoncolor)
wow.Tooltip(button, text='Crop not selected')
button.pack(side=LEFT, padx=2, pady=2)
self.toolbar_filter_img = PhotoImage(file=pwr_exe+"/evatoolbar_filter.png")
button = Button(self.toolbar, image=self.toolbar_filter_img, command=self.filter_action_cb, bg=buttoncolor)
wow.Tooltip(button, text='Filter')
button.pack(side=LEFT, padx=2, pady=2)
self.toolbar_filteralarms_img = PhotoImage(file=pwr_exe+"/evatoolbar_filteralarms.png")
button = Button(self.toolbar, image=self.toolbar_filteralarms_img, command=self.filteralarms_action_cb, bg=buttoncolor)
wow.Tooltip(button, text='Alarm and info message filter')
button.pack(side=LEFT, padx=2, pady=2)
self.toolbar_filtersup_img = PhotoImage(file=pwr_exe+"/evatoolbar_filtersup.png")
button = Button(self.toolbar, image=self.toolbar_filtersup_img, command=self.filteronsupobject_action_cb, bg=buttoncolor)
wow.Tooltip(button, text='SupObject filter')
button.pack(side=LEFT, padx=2, pady=2)
self.toolbar_plot_img = PhotoImage(file=pwr_exe+"/evatoolbar_plot.png")
button = Button(self.toolbar, image=self.toolbar_plot_img, command=self.alarmplot_notret_action_cb, bg=buttoncolor)
wow.Tooltip(button, text='Number of not returned alarms plot')
button.pack(side=LEFT, padx=2, pady=2)
self.toolbar_frequencyplot_img = PhotoImage(file=pwr_exe+"/evatoolbar_frequencyplot.png")
button = Button(self.toolbar, image=self.toolbar_frequencyplot_img, command=self.frequency_histogram_action_cb, bg=buttoncolor)
wow.Tooltip(button, text='Event frequency histogram')
button.pack(side=LEFT, padx=2, pady=2)
self.toolbar.pack(side=TOP, fill=X)
......@@ -1384,6 +1625,10 @@ class WdWindow:
startframe.destroy()
self.dataframe = Frame(self.window, bg=bgcolor)
rowslabel = Label(self.dataframe, text='Dataset ' + str(len(self.wdata.wd)) + ' rows',
bg=bgcolor)
rowslabel.pack()
self.img_evred = PhotoImage(file=pwr_exe+"/eva_evred.png")
self.img_evyellow = PhotoImage(file=pwr_exe+"/eva_evyellow.png")
self.img_evblue = PhotoImage(file=pwr_exe+"/eva_evblue.png")
......@@ -1480,7 +1725,8 @@ class WdWindow:
img = self.img_evnone
self.tree.insert('', 'end', text=str(self.wdata.wd.iat[j,0]), image=img,
self.tree.insert('', 'end', iid=str(j), text=str(self.wdata.wd.iat[j,0]),
image=img,
values=(Ev.eventtype_to_str(self.wdata.wd.iat[j,1]),
Ev.eventprio_to_str(self.wdata.wd.iat[j,2]),
'' if not isinstance(self.wdata.wd.iat[j,3],basestring) else self.wdata.wd.iat[j,3],
......@@ -1581,7 +1827,11 @@ class FetchSev:
except IOError:
pass
try:
self.items = pwrrt.getSevItemList(self.server, filtervalue)
except RuntimeError as e:
tkMessageBox.showerror("Error", str(e))
return
self.itemframe = Frame(self.fswindow, bg=bgcolor)
......@@ -1831,12 +2081,17 @@ class FetchSev:
if sel.get() == 1:
eventpriovalue += m
m = m << 1
print 'Masks:', eventtypevalue, eventpriovalue
maxvalue = int(self.maxentry.get())
print fromvalue, tovalue
try:
result = pwrrt.getSevEventsDataFrame( self.server, oid,
fromvalue, tovalue, eventtypevalue,
eventpriovalue, '', '', maxvalue)
except RuntimeError as e:
tkMessageBox.showerror("Error", str(e))
return
if result == None or len(result) == 0:
tkMessageBox.showerror("Error", "No events found")
return
......@@ -1856,12 +2111,12 @@ file = ''
try:
opts, args = getopt.getopt(sys.argv[1:], "f:r:", ["--file"])
except getopt.GetoptError:
print 'sev_analyse.py [-f <file>]'
print 'sev_eva.py [-f <file>]'
sys.exit(2)
for opt, arg in opts:
if opt == "-h":
print 'sev_analyse.py [-f <file>]'
print 'sev_eva.py [-f <file>]'
if opt in ("-f", "--file"):
file = arg
......
src/exp/py/src/rt_mva.py
View file @ 2f49473b
......@@ -311,7 +311,7 @@ class WData:
corrmat = plotdata.corr()
fig = plt.figure()
fig.canvas.set_window_title('Correlation Heatmap ' + self.name)
sns.heatmap(corrmat, vmin=-1., vmax=1., square=False, cmap='RdBu_r').xaxis.tick_top()
sns.heatmap(corrmat, vmin=-1., vmax=1., square=False, cmap='RdBu_r', annot=True).xaxis.tick_top()
plt.show()
def regression_plot(self, mask):
......
src/exp/py/src/wow.py 0 → 100644
View file @ 2f49473b
from Tkinter import *
import ttk
class Tooltip:
def __init__(self, widget,
bg='#FFFFEA',
pad=(5, 3, 5, 3),
text='widget info',
waittime=400,
wraplength=250):
self.waittime = waittime # in miliseconds, originally 500
self.wraplength = wraplength # in pixels, originally 180
self.widget = widget
self.text = text
self.widget.bind("<Enter>", self.onEnter)
self.widget.bind("<Leave>", self.onLeave)
self.widget.bind("<ButtonPress>", self.onLeave)
self.bg = bg
self.pad = pad
self.id = None
self.tw = None
def onEnter(self, event=None):
self.schedule()
def onLeave(self, event=None):
self.unschedule()
self.hide()
def schedule(self):
self.unschedule()
self.id = self.widget.after(self.waittime, self.show)
def unschedule(self):
id_ = self.id
self.id = None
if id_:
self.widget.after_cancel(id_)
def show(self):
def tip_pos_calculator(widget, label,
tip_delta=(10, 5), pad=(5, 3, 5, 3)):
w = widget
s_width, s_height = w.winfo_screenwidth(), w.winfo_screenheight()
width, height = (pad[0] + label.winfo_reqwidth() + pad[2],
pad[1] + label.winfo_reqheight() + pad[3])
mouse_x, mouse_y = w.winfo_pointerxy()
x1, y1 = mouse_x + tip_delta[0], mouse_y + tip_delta[1]
x2, y2 = x1 + width, y1 + height
x_delta = x2 - s_width
if x_delta < 0:
x_delta = 0
y_delta = y2 - s_height
if y_delta < 0:
y_delta = 0
offscreen = (x_delta, y_delta) != (0, 0)
if offscreen:
if x_delta:
x1 = mouse_x - tip_delta[0] - width
if y_delta:
y1 = mouse_y - tip_delta[1] - height
offscreen_again = y1 < 0 # out on the top
if offscreen_again:
# No further checks will be done.
# TIP:
# A further mod might automagically augment the
# wraplength when the tooltip is too high to be
# kept inside the screen.
y1 = 0
return x1, y1
bg = self.bg
pad = self.pad
widget = self.widget
# creates a toplevel window
self.tw = Toplevel(widget)
# Leaves only the label and removes the app window
self.tw.wm_overrideredirect(True)
win = Frame(self.tw,
background=bg,
borderwidth=0)
label = ttk.Label(win,
text=self.text,
justify=LEFT,
background=bg,
relief=SOLID,
borderwidth=0,
wraplength=self.wraplength)
label.grid(padx=(pad[0], pad[2]),
pady=(pad[1], pad[3]),
sticky=NSEW)
win.grid()
x, y = tip_pos_calculator(widget, label)
self.tw.wm_geometry("+%d+%d" % (x, y))
def hide(self):
tw = self.tw
if tw:
tw.destroy()
self.tw = None
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